warning: commands will be executed using /bin/sh
job 1940 at Fri Jul 26 05:41:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1593789 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 531263 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 27948 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 27813 members 
Mstep: Class 5 contains 27998 members 
Mstep: Class 6 contains 28143 members 
Mstep: Class 7 contains 27708 members 
Mstep: Class 8 contains 27946 members 
Mstep: Class 9 contains 27904 members 
Mstep: Class 10 contains 27980 members 
Mstep: Class 11 contains 27992 members 
Mstep: Class 12 contains 27792 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 28062 members 
Mstep: Class 15 contains 28193 members 
Mstep: Class 16 contains 27926 members 
Mstep: Class 17 contains 28020 members 
Mstep: Class 18 contains 27899 members 
Mstep: Class 19 contains 27839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 964.263428 but Gain 2142.242188
Score: -24632114.000000 Penalty: 38560.308594
Iteration 0F: 19 clusters Score -2.463211e+07 nChanged 497875
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 28428 members 
Mstep: Class 3 contains 40541 members 
Mstep: Class 4 contains 28821 members 
Mstep: Class 5 contains 23952 members 
Mstep: Class 6 contains 39101 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 24220 members 
Mstep: Class 9 contains 22247 members 
Mstep: Class 10 contains 43502 members 
Mstep: Class 11 contains 24812 members 
Mstep: Class 12 contains 28988 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 29093 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 28678 members 
Mstep: Class 17 contains 30572 members 
Mstep: Class 18 contains 28124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25699144.000000 Penalty: 38560.308594
Iteration 1F: 19 clusters Score -2.569914e+07 nChanged 130904
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 26566 members 
Mstep: Class 3 contains 47741 members 
Mstep: Class 4 contains 33567 members 
Mstep: Class 5 contains 23137 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 23389 members 
Mstep: Class 8 contains 22093 members 
Mstep: Class 9 contains 20713 members 
Mstep: Class 10 contains 49671 members 
Mstep: Class 11 contains 23729 members 
Mstep: Class 12 contains 28616 members 
Mstep: Class 13 contains 21414 members 
Mstep: Class 14 contains 25677 members 
Mstep: Class 15 contains 32055 members 
Mstep: Class 16 contains 28788 members 
Mstep: Class 17 contains 32602 members 
Mstep: Class 18 contains 28051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25861574.000000 Penalty: 38560.308594
Iteration 2F: 19 clusters Score -2.586157e+07 nChanged 115865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 54388 members 
Mstep: Class 4 contains 39185 members 
Mstep: Class 5 contains 22064 members 
Mstep: Class 6 contains 40746 members 
Mstep: Class 7 contains 19868 members 
Mstep: Class 8 contains 19708 members 
Mstep: Class 9 contains 21325 members 
Mstep: Class 10 contains 56787 members 
Mstep: Class 11 contains 21231 members 
Mstep: Class 12 contains 28439 members 
Mstep: Class 13 contains 19426 members 
Mstep: Class 14 contains 23315 members 
Mstep: Class 15 contains 31723 members 
Mstep: Class 16 contains 28089 members 
Mstep: Class 17 contains 33194 members 
Mstep: Class 18 contains 28311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25988452.000000 Penalty: 38560.308594
Iteration 3F: 19 clusters Score -2.598845e+07 nChanged 98492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 24003 members 
Mstep: Class 3 contains 61533 members 
Mstep: Class 4 contains 43495 members 
Mstep: Class 5 contains 19688 members 
Mstep: Class 6 contains 37999 members 
Mstep: Class 7 contains 17081 members 
Mstep: Class 8 contains 17072 members 
Mstep: Class 9 contains 23292 members 
Mstep: Class 10 contains 68091 members 
Mstep: Class 11 contains 17041 members 
Mstep: Class 12 contains 29756 members 
Mstep: Class 13 contains 18304 members 
Mstep: Class 14 contains 21025 members 
Mstep: Class 15 contains 31222 members 
Mstep: Class 16 contains 26271 members 
Mstep: Class 17 contains 32452 members 
Mstep: Class 18 contains 27988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26085568.000000 Penalty: 38560.308594
Iteration 4F: 19 clusters Score -2.608557e+07 nChanged 84049
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 24764 members 
Mstep: Class 3 contains 68467 members 
Mstep: Class 4 contains 45388 members 
Mstep: Class 5 contains 16412 members 
Mstep: Class 6 contains 33320 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 26699 members 
Mstep: Class 10 contains 82388 members 
Mstep: Class 11 contains 12133 members 
Mstep: Class 12 contains 32088 members 
Mstep: Class 13 contains 17391 members 
Mstep: Class 14 contains 18427 members 
Mstep: Class 15 contains 30685 members 
Mstep: Class 16 contains 23873 members 
Mstep: Class 17 contains 31077 members 
Mstep: Class 18 contains 27020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26156670.000000 Penalty: 38560.308594
Iteration 5F: 19 clusters Score -2.615667e+07 nChanged 72559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 27015 members 
Mstep: Class 3 contains 75618 members 
Mstep: Class 4 contains 44770 members 
Mstep: Class 5 contains 13096 members 
Mstep: Class 6 contains 28496 members 
Mstep: Class 7 contains 12613 members 
Mstep: Class 8 contains 12130 members 
Mstep: Class 9 contains 31837 members 
Mstep: Class 10 contains 94756 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 34411 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 30010 members 
Mstep: Class 16 contains 21411 members 
Mstep: Class 17 contains 29338 members 
Mstep: Class 18 contains 25908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26215972.000000 Penalty: 38560.308594
Iteration 6F: 19 clusters Score -2.621597e+07 nChanged 64331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 29865 members 
Mstep: Class 3 contains 84011 members 
Mstep: Class 4 contains 41680 members 
Mstep: Class 5 contains 10144 members 
Mstep: Class 6 contains 24597 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 38350 members 
Mstep: Class 10 contains 104115 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 36263 members 
Mstep: Class 13 contains 14500 members 
Mstep: Class 14 contains 13943 members 
Mstep: Class 15 contains 29063 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 27388 members 
Mstep: Class 18 contains 24781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26268788.000000 Penalty: 38560.308594
Iteration 7F: 19 clusters Score -2.626879e+07 nChanged 58571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 95676 members 
Mstep: Class 4 contains 36567 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 21709 members 
Mstep: Class 7 contains 8858 members 
Mstep: Class 8 contains 7988 members 
Mstep: Class 9 contains 44989 members 
Mstep: Class 10 contains 110356 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 37274 members 
Mstep: Class 13 contains 12368 members 
Mstep: Class 14 contains 12476 members 
Mstep: Class 15 contains 27852 members 
Mstep: Class 16 contains 15542 members 
Mstep: Class 17 contains 25790 members 
Mstep: Class 18 contains 23611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26316360.000000 Penalty: 38560.308594
Iteration 8F: 19 clusters Score -2.631636e+07 nChanged 52538
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 110187 members 
Mstep: Class 4 contains 30207 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 19226 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 6390 members 
Mstep: Class 9 contains 50996 members 
Mstep: Class 10 contains 113787 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 37359 members 
Mstep: Class 13 contains 10258 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 26585 members 
Mstep: Class 16 contains 11975 members 
Mstep: Class 17 contains 24932 members 
Mstep: Class 18 contains 22222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1646.984009 but Gain 2142.238281
Score: -26355438.000000 Penalty: 36418.070312
Iteration 9F: 18 clusters Score -2.635544e+07 nChanged 46632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 36879 members 
Mstep: Class 3 contains 125273 members 
Mstep: Class 4 contains 23626 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 56290 members 
Mstep: Class 10 contains 115989 members 
Mstep: Class 12 contains 37037 members 
Mstep: Class 13 contains 8489 members 
Mstep: Class 14 contains 10693 members 
Mstep: Class 15 contains 25662 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 24567 members 
Mstep: Class 18 contains 20632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26389202.000000 Penalty: 36418.070312
Iteration 10F: 18 clusters Score -2.63892e+07 nChanged 37336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 38150 members 
Mstep: Class 3 contains 138371 members 
Mstep: Class 4 contains 17491 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 15997 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 60987 members 
Mstep: Class 10 contains 116351 members 
Mstep: Class 12 contains 36193 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 24663 members 
Mstep: Class 16 contains 6204 members 
Mstep: Class 17 contains 24229 members 
Mstep: Class 18 contains 18892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26414012.000000 Penalty: 36418.070312
Iteration 11F: 18 clusters Score -2.641401e+07 nChanged 30308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 38935 members 
Mstep: Class 3 contains 149166 members 
Mstep: Class 4 contains 12294 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 15808 members 
Mstep: Class 7 contains 4810 members 
Mstep: Class 8 contains 3245 members 
Mstep: Class 9 contains 65072 members 
Mstep: Class 10 contains 116016 members 
Mstep: Class 12 contains 35365 members 
Mstep: Class 13 contains 6083 members 
Mstep: Class 14 contains 9550 members 
Mstep: Class 15 contains 23444 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 17 contains 23973 members 
Mstep: Class 18 contains 17105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432752.000000 Penalty: 36418.070312
Iteration 12F: 18 clusters Score -2.643275e+07 nChanged 24010
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39405 members 
Mstep: Class 3 contains 157914 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 16053 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 68661 members 
Mstep: Class 10 contains 115259 members 
Mstep: Class 12 contains 34423 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 9145 members 
Mstep: Class 15 contains 22254 members 
Mstep: Class 16 contains 3358 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 15468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1892.655151 but Gain 2142.238281
Score: -26446376.000000 Penalty: 34275.832031
Iteration 13Q: 17 clusters Score -2.644638e+07 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39934 members 
Mstep: Class 3 contains 165202 members 
Mstep: Class 4 contains 5428 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 4310 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 71875 members 
Mstep: Class 10 contains 114395 members 
Mstep: Class 12 contains 33485 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 8908 members 
Mstep: Class 15 contains 21225 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 23447 members 
Mstep: Class 18 contains 14053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1914.793335 but Gain 2142.240234
Score: -26457344.000000 Penalty: 32133.591797
Iteration 14Q: 16 clusters Score -2.645734e+07 nChanged 17134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 40349 members 
Mstep: Class 3 contains 170870 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 6 contains 17113 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 9 contains 74791 members 
Mstep: Class 10 contains 113323 members 
Mstep: Class 12 contains 32349 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 14 contains 8648 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 23171 members 
Mstep: Class 18 contains 12792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26466394.000000 Penalty: 32133.591797
Iteration 15Q: 16 clusters Score -2.646639e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 40201 members 
Mstep: Class 3 contains 175230 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 6 contains 17470 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 9 contains 77442 members 
Mstep: Class 10 contains 112019 members 
Mstep: Class 12 contains 31188 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 8403 members 
Mstep: Class 15 contains 19364 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 22527 members 
Mstep: Class 18 contains 11655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1776.416138 but Gain 2142.240234
Score: -26471428.000000 Penalty: 29991.351562
Iteration 16Q: 15 clusters Score -2.647143e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 40111 members 
Mstep: Class 3 contains 179375 members 
Mstep: Class 6 contains 17803 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 9 contains 80124 members 
Mstep: Class 10 contains 110772 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 8187 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 21879 members 
Mstep: Class 18 contains 11046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2041.312500 but Gain 2142.238281
Score: -26477154.000000 Penalty: 27849.113281
Iteration 17Q: 14 clusters Score -2.647715e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 40068 members 
Mstep: Class 3 contains 182600 members 
Mstep: Class 6 contains 18138 members 
Mstep: Class 7 contains 4813 members 
Mstep: Class 9 contains 82823 members 
Mstep: Class 10 contains 109520 members 
Mstep: Class 12 contains 29077 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 17806 members 
Mstep: Class 17 contains 21150 members 
Mstep: Class 18 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26481590.000000 Penalty: 27849.113281
Iteration 18Q: 14 clusters Score -2.648159e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39779 members 
Mstep: Class 3 contains 184988 members 
Mstep: Class 6 contains 18379 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 9 contains 84852 members 
Mstep: Class 10 contains 108246 members 
Mstep: Class 12 contains 28018 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 17042 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 10202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26483694.000000 Penalty: 27849.113281
Iteration 19Q: 14 clusters Score -2.648369e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39548 members 
Mstep: Class 3 contains 187134 members 
Mstep: Class 6 contains 18592 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 9 contains 86672 members 
Mstep: Class 10 contains 107057 members 
Mstep: Class 12 contains 27001 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 7668 members 
Mstep: Class 15 contains 16358 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 18 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26485958.000000 Penalty: 27849.113281
Iteration 20F: 14 clusters Score -2.648596e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 189124 members 
Mstep: Class 6 contains 18722 members 
Mstep: Class 7 contains 5323 members 
Mstep: Class 9 contains 88385 members 
Mstep: Class 10 contains 105920 members 
Mstep: Class 12 contains 25991 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 15673 members 
Mstep: Class 17 contains 18890 members 
Mstep: Class 18 contains 9867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26488096.000000 Penalty: 27849.113281
Iteration 21Q: 14 clusters Score -2.64881e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39176 members 
Mstep: Class 3 contains 191072 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 9 contains 90009 members 
Mstep: Class 10 contains 104813 members 
Mstep: Class 12 contains 24939 members 
Mstep: Class 13 contains 4450 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 14974 members 
Mstep: Class 17 contains 18274 members 
Mstep: Class 18 contains 9827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26489834.000000 Penalty: 27849.113281
Iteration 22Q: 14 clusters Score -2.648983e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 39002 members 
Mstep: Class 3 contains 192967 members 
Mstep: Class 6 contains 18923 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 9 contains 91504 members 
Mstep: Class 10 contains 103770 members 
Mstep: Class 12 contains 23861 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 7158 members 
Mstep: Class 15 contains 14323 members 
Mstep: Class 17 contains 17739 members 
Mstep: Class 18 contains 9809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26491386.000000 Penalty: 27849.113281
Iteration 23Q: 14 clusters Score -2.649139e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38785 members 
Mstep: Class 3 contains 194822 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 5842 members 
Mstep: Class 9 contains 92871 members 
Mstep: Class 10 contains 102830 members 
Mstep: Class 12 contains 22746 members 
Mstep: Class 13 contains 4589 members 
Mstep: Class 14 contains 7012 members 
Mstep: Class 15 contains 13769 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 9751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26492930.000000 Penalty: 27849.113281
Iteration 24Q: 14 clusters Score -2.649293e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 38574 members 
Mstep: Class 3 contains 196691 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 5939 members 
Mstep: Class 9 contains 94123 members 
Mstep: Class 10 contains 101929 members 
Mstep: Class 12 contains 21621 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 6870 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 17 contains 17062 members 
Mstep: Class 18 contains 9723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26494460.000000 Penalty: 27849.113281
Iteration 25Q: 14 clusters Score -2.649446e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 38342 members 
Mstep: Class 3 contains 198544 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 9 contains 95240 members 
Mstep: Class 10 contains 101138 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 17 contains 16850 members 
Mstep: Class 18 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26495560.000000 Penalty: 27849.113281
Iteration 26Q: 14 clusters Score -2.649556e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38125 members 
Mstep: Class 3 contains 200418 members 
Mstep: Class 6 contains 18940 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 9 contains 96275 members 
Mstep: Class 10 contains 100463 members 
Mstep: Class 12 contains 19252 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 17 contains 16672 members 
Mstep: Class 18 contains 9522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496898.000000 Penalty: 27849.113281
Iteration 27Q: 14 clusters Score -2.64969e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37985 members 
Mstep: Class 3 contains 202187 members 
Mstep: Class 6 contains 18899 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 9 contains 97211 members 
Mstep: Class 10 contains 99799 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 6509 members 
Mstep: Class 15 contains 11888 members 
Mstep: Class 17 contains 16547 members 
Mstep: Class 18 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26498088.000000 Penalty: 27849.113281
Iteration 28Q: 14 clusters Score -2.649809e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 37853 members 
Mstep: Class 3 contains 203825 members 
Mstep: Class 6 contains 18840 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 9 contains 98048 members 
Mstep: Class 10 contains 99172 members 
Mstep: Class 12 contains 17021 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 6352 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 17 contains 16455 members 
Mstep: Class 18 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26499228.000000 Penalty: 27849.113281
Iteration 29Q: 14 clusters Score -2.649923e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37675 members 
Mstep: Class 3 contains 205276 members 
Mstep: Class 6 contains 18813 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 9 contains 98830 members 
Mstep: Class 10 contains 98606 members 
Mstep: Class 12 contains 16068 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 17 contains 16393 members 
Mstep: Class 18 contains 9258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26500056.000000 Penalty: 27849.113281
Iteration 30Q: 14 clusters Score -2.650006e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37474 members 
Mstep: Class 3 contains 206534 members 
Mstep: Class 6 contains 18775 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 9 contains 99577 members 
Mstep: Class 10 contains 98109 members 
Mstep: Class 12 contains 15234 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 17 contains 16351 members 
Mstep: Class 18 contains 9173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26500998.000000 Penalty: 27849.113281
Iteration 31Q: 14 clusters Score -2.6501e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 37270 members 
Mstep: Class 3 contains 207647 members 
Mstep: Class 6 contains 18749 members 
Mstep: Class 7 contains 5979 members 
Mstep: Class 9 contains 100285 members 
Mstep: Class 10 contains 97579 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 5826 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 17 contains 16317 members 
Mstep: Class 18 contains 9104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26501716.000000 Penalty: 27849.113281
Iteration 32Q: 14 clusters Score -2.650172e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37107 members 
Mstep: Class 3 contains 208489 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 9 contains 100948 members 
Mstep: Class 10 contains 97120 members 
Mstep: Class 12 contains 13990 members 
Mstep: Class 13 contains 5406 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 10881 members 
Mstep: Class 17 contains 16278 members 
Mstep: Class 18 contains 9035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502160.000000 Penalty: 27849.113281
Iteration 33Q: 14 clusters Score -2.650216e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 36961 members 
Mstep: Class 3 contains 209124 members 
Mstep: Class 6 contains 18709 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 9 contains 101567 members 
Mstep: Class 10 contains 96686 members 
Mstep: Class 12 contains 13584 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 17 contains 16256 members 
Mstep: Class 18 contains 8962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502486.000000 Penalty: 27849.113281
Iteration 34Q: 14 clusters Score -2.650249e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36817 members 
Mstep: Class 3 contains 209622 members 
Mstep: Class 6 contains 18709 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 9 contains 102130 members 
Mstep: Class 10 contains 96271 members 
Mstep: Class 12 contains 13276 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 10718 members 
Mstep: Class 17 contains 16256 members 
Mstep: Class 18 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502930.000000 Penalty: 27849.113281
Iteration 35Q: 14 clusters Score -2.650293e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 36698 members 
Mstep: Class 3 contains 209993 members 
Mstep: Class 6 contains 18704 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 9 contains 102665 members 
Mstep: Class 10 contains 95902 members 
Mstep: Class 12 contains 13019 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 10647 members 
Mstep: Class 17 contains 16261 members 
Mstep: Class 18 contains 8838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503340.000000 Penalty: 27849.113281
Iteration 36Q: 14 clusters Score -2.650334e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36580 members 
Mstep: Class 3 contains 210276 members 
Mstep: Class 6 contains 18716 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 9 contains 103160 members 
Mstep: Class 10 contains 95565 members 
Mstep: Class 12 contains 12817 members 
Mstep: Class 13 contains 6000 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 10581 members 
Mstep: Class 17 contains 16266 members 
Mstep: Class 18 contains 8788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503774.000000 Penalty: 27849.113281
Iteration 37Q: 14 clusters Score -2.650377e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36446 members 
Mstep: Class 3 contains 210464 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 5947 members 
Mstep: Class 9 contains 103647 members 
Mstep: Class 10 contains 95277 members 
Mstep: Class 12 contains 12646 members 
Mstep: Class 13 contains 6056 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 17 contains 16280 members 
Mstep: Class 18 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26504162.000000 Penalty: 27849.113281
Iteration 38Q: 14 clusters Score -2.650416e+07 nChanged 1358
Entering ConstructFrom: 
Score: -26504162.000000 Penalty: 27849.113281
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: -85425.187500 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -85425.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -83531.343750 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -83531.34 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -83884.820312 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -83884.82 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -83991.859375 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -83991.86 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -84058.968750 Penalty: 2415.941650
	Iteration 3Q: 3 clusters Score -84058.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -84095.484375 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -84095.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -84130.367188 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -84130.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -84152.437500 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -84152.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -84166.890625 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -84166.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -84178.343750 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -84178.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -84194.000000 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -84194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -84211.437500 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -84211.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -84233.507812 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -84233.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -84257.031250 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -84257.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -84280.968750 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -84280.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -84309.734375 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -84309.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -84339.398438 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -84339.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -84366.406250 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -84366.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -84384.867188 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -84384.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -84400.937500 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -84400.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -84421.656250 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -84421.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -84440.468750 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -84440.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -84454.859375 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -84454.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -84470.773438 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -84470.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -84480.195312 Penalty: 2415.941650
	Iteration 23Q: 3 clusters Score -84480.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -84488.507812 Penalty: 2415.941650
	Iteration 24Q: 3 clusters Score -84488.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -84502.406250 Penalty: 2415.941650
	Iteration 25Q: 3 clusters Score -84502.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -84516.914062 Penalty: 2415.941650
	Iteration 26Q: 3 clusters Score -84516.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -84528.085938 Penalty: 2415.941650
	Iteration 27Q: 3 clusters Score -84528.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -84536.867188 Penalty: 2415.941650
	Iteration 28Q: 3 clusters Score -84536.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -84543.796875 Penalty: 2415.941650
	Iteration 29Q: 3 clusters Score -84543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -84547.789062 Penalty: 2415.941650
	Iteration 30Q: 3 clusters Score -84547.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -84551.765625 Penalty: 2415.941650
	Iteration 31Q: 3 clusters Score -84551.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -84556.796875 Penalty: 2415.941650
	Iteration 32Q: 3 clusters Score -84556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -84559.343750 Penalty: 2415.941650
	Iteration 33Q: 3 clusters Score -84559.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -84560.281250 Penalty: 2415.941650
	Iteration 34Q: 3 clusters Score -84560.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -84561.296875 Penalty: 2415.941650
	Iteration 35Q: 3 clusters Score -84561.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -84561.296875 Penalty: 2415.941650
	Iteration 36F: 3 clusters Score -84561.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Entering Unmasked Estep 
Score: -1896035.750000 Penalty: 1706.243286
	Iteration 0F: 2 clusters Score -1896036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1871656.250000 Penalty: 3412.486572
	Iteration 0F: 3 clusters Score -1871656 nChanged 16867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1881232.750000 Penalty: 3412.486572
	Iteration 1F: 3 clusters Score -1881233 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1881865.625000 Penalty: 3412.486572
	Iteration 2Q: 3 clusters Score -1881866 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1882665.000000 Penalty: 3412.486572
	Iteration 3Q: 3 clusters Score -1882665 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1883669.375000 Penalty: 3412.486572
	Iteration 4F: 3 clusters Score -1883669 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1884850.875000 Penalty: 3412.486572
	Iteration 5F: 3 clusters Score -1884851 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1886478.750000 Penalty: 3412.486572
	Iteration 6F: 3 clusters Score -1886479 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1888524.500000 Penalty: 3412.486572
	Iteration 7F: 3 clusters Score -1888524 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1890532.625000 Penalty: 3412.486572
	Iteration 8F: 3 clusters Score -1890533 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1891821.125000 Penalty: 3412.486572
	Iteration 9F: 3 clusters Score -1891821 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1892546.125000 Penalty: 3412.486572
	Iteration 10Q: 3 clusters Score -1892546 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1892980.250000 Penalty: 3412.486572
	Iteration 11Q: 3 clusters Score -1892980 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1893345.000000 Penalty: 3412.486572
	Iteration 12Q: 3 clusters Score -1893345 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1893685.625000 Penalty: 3412.486572
	Iteration 13Q: 3 clusters Score -1893686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1893969.500000 Penalty: 3412.486572
	Iteration 14Q: 3 clusters Score -1893970 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1894221.375000 Penalty: 3412.486572
	Iteration 15Q: 3 clusters Score -1894221 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1894469.000000 Penalty: 3412.486572
	Iteration 16Q: 3 clusters Score -1894469 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1894658.750000 Penalty: 3412.486572
	Iteration 17Q: 3 clusters Score -1894659 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1894817.875000 Penalty: 3412.486572
	Iteration 18Q: 3 clusters Score -1894818 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1894942.250000 Penalty: 3412.486572
	Iteration 19Q: 3 clusters Score -1894942 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1895039.125000 Penalty: 3412.486572
	Iteration 20F: 3 clusters Score -1895039 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1895136.875000 Penalty: 3412.486572
	Iteration 21Q: 3 clusters Score -1895137 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1895221.000000 Penalty: 3412.486572
	Iteration 22Q: 3 clusters Score -1895221 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1895304.500000 Penalty: 3412.486572
	Iteration 23Q: 3 clusters Score -1895304 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1895380.000000 Penalty: 3412.486572
	Iteration 24Q: 3 clusters Score -1895380 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1895408.500000 Penalty: 3412.486572
	Iteration 25Q: 3 clusters Score -1895408 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1895456.000000 Penalty: 3412.486572
	Iteration 26Q: 3 clusters Score -1895456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1895472.250000 Penalty: 3412.486572
	Iteration 27Q: 3 clusters Score -1895472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1895491.500000 Penalty: 3412.486572
	Iteration 28Q: 3 clusters Score -1895492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1895521.875000 Penalty: 3412.486572
	Iteration 29Q: 3 clusters Score -1895522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1895541.000000 Penalty: 3412.486572
	Iteration 30Q: 3 clusters Score -1895541 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1895562.250000 Penalty: 3412.486572
	Iteration 31Q: 3 clusters Score -1895562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1895578.625000 Penalty: 3412.486572
	Iteration 32Q: 3 clusters Score -1895579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1895579.250000 Penalty: 3412.486572
	Iteration 33Q: 3 clusters Score -1895579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1895593.250000 Penalty: 3412.486572
	Iteration 34Q: 3 clusters Score -1895593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1895604.875000 Penalty: 3412.486572
	Iteration 35Q: 3 clusters Score -1895605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1895609.625000 Penalty: 3412.486572
	Iteration 36Q: 3 clusters Score -1895610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1895614.750000 Penalty: 3412.486572
	Iteration 37Q: 3 clusters Score -1895615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1895617.500000 Penalty: 3412.486572
	Iteration 38Q: 3 clusters Score -1895618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1895622.625000 Penalty: 3412.486572
	Iteration 39Q: 3 clusters Score -1895623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1895623.500000 Penalty: 3412.486572
	Iteration 40F: 3 clusters Score -1895624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1895628.125000 Penalty: 3412.486572
	Iteration 41Q: 3 clusters Score -1895628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1895630.625000 Penalty: 3412.486572
	Iteration 42Q: 3 clusters Score -1895631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1895628.875000 Penalty: 3412.486572
	Iteration 43Q: 3 clusters Score -1895629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1895628.500000 Penalty: 3412.486572
	Iteration 44Q: 3 clusters Score -1895628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1895633.125000 Penalty: 3412.486572
	Iteration 45Q: 3 clusters Score -1895633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1895631.750000 Penalty: 3412.486572
	Iteration 46Q: 3 clusters Score -1895632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1895636.625000 Penalty: 3412.486572
	Iteration 47Q: 3 clusters Score -1895637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1895635.625000 Penalty: 3412.486572
	Iteration 48Q: 3 clusters Score -1895636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1895636.875000 Penalty: 3412.486572
	Iteration 49Q: 3 clusters Score -1895637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1895639.000000 Penalty: 3412.486572
	Iteration 50Q: 3 clusters Score -1895639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1895640.250000 Penalty: 3412.486572
	Iteration 51Q: 3 clusters Score -1895640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1895638.000000 Penalty: 3412.486572
	Iteration 52Q: 3 clusters Score -1895638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1895638.250000 Penalty: 3412.486572
	Iteration 53Q: 3 clusters Score -1895638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1895640.875000 Penalty: 3412.486572
	Iteration 54Q: 3 clusters Score -1895641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1895641.125000 Penalty: 3412.486572
	Iteration 55Q: 3 clusters Score -1895641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1895642.125000 Penalty: 3412.486572
	Iteration 56Q: 3 clusters Score -1895642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1895643.250000 Penalty: 3412.486572
	Iteration 57Q: 3 clusters Score -1895643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1895642.500000 Penalty: 3412.486572
	Iteration 58Q: 3 clusters Score -1895642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1895641.500000 Penalty: 3412.486572
	Iteration 59Q: 3 clusters Score -1895642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1895641.500000 Penalty: 3412.486572
	Iteration 60F: 3 clusters Score -1895642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (210605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210605 members 
Entering Unmasked Estep 
Score: -10984874.000000 Penalty: 1991.882812
	Iteration 0F: 2 clusters Score -1.098487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 105756 members 
Entering Unmasked Estep 
Score: -10843020.000000 Penalty: 3983.765625
	Iteration 0F: 3 clusters Score -1.084302e+07 nChanged 102223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -10904386.000000 Penalty: 3983.765625
	Iteration 1F: 3 clusters Score -1.090439e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -10907541.000000 Penalty: 3983.765625
	Iteration 2Q: 3 clusters Score -1.090754e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 133673 members 
Entering Unmasked Estep 
Score: -10913659.000000 Penalty: 3983.765625
	Iteration 3F: 3 clusters Score -1.091366e+07 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 149641 members 
Entering Unmasked Estep 
Score: -10925268.000000 Penalty: 3983.765625
	Iteration 4F: 3 clusters Score -1.092527e+07 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 169242 members 
Entering Unmasked Estep 
Score: -10942939.000000 Penalty: 3983.765625
	Iteration 5F: 3 clusters Score -1.094294e+07 nChanged 18905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 188043 members 
Entering Unmasked Estep 
Score: -10961704.000000 Penalty: 3983.765625
	Iteration 6F: 3 clusters Score -1.09617e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 200627 members 
Entering Unmasked Estep 
Score: -10974375.000000 Penalty: 3983.765625
	Iteration 7F: 3 clusters Score -1.097438e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 206692 members 
Entering Unmasked Estep 
Score: -10980029.000000 Penalty: 3983.765625
	Iteration 8Q: 3 clusters Score -1.098003e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 208972 members 
Entering Unmasked Estep 
Score: -10982076.000000 Penalty: 3983.765625
	Iteration 9Q: 3 clusters Score -1.098208e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 209742 members 
Entering Unmasked Estep 
Score: -10982841.000000 Penalty: 3983.765625
	Iteration 10Q: 3 clusters Score -1.098284e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 210008 members 
Entering Unmasked Estep 
Score: -10983097.000000 Penalty: 3983.765625
	Iteration 11Q: 3 clusters Score -1.09831e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 210099 members 
Entering Unmasked Estep 
Score: -10983183.000000 Penalty: 3983.765625
	Iteration 12Q: 3 clusters Score -1.098318e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 210146 members 
Entering Unmasked Estep 
Score: -10983255.000000 Penalty: 3983.765625
	Iteration 13Q: 3 clusters Score -1.098326e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 210170 members 
Entering Unmasked Estep 
Score: -10983287.000000 Penalty: 3983.765625
	Iteration 14Q: 3 clusters Score -1.098329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 210178 members 
Entering Unmasked Estep 
Score: -10983316.000000 Penalty: 3983.765625
	Iteration 15Q: 3 clusters Score -1.098332e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 210187 members 
Entering Unmasked Estep 
Score: -10983366.000000 Penalty: 3983.765625
	Iteration 16Q: 3 clusters Score -1.098337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 210190 members 
Entering Unmasked Estep 
Score: -10983367.000000 Penalty: 3983.765625
	Iteration 17Q: 3 clusters Score -1.098337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 210192 members 
Entering Unmasked Estep 
Score: -10983375.000000 Penalty: 3983.765625
	Iteration 18Q: 3 clusters Score -1.098338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 210198 members 
Entering Unmasked Estep 
Score: -10983388.000000 Penalty: 3983.765625
	Iteration 19Q: 3 clusters Score -1.098339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210204 members 
Entering Unmasked Estep 
Score: -10983396.000000 Penalty: 3983.765625
	Iteration 20F: 3 clusters Score -1.09834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 210203 members 
Entering Unmasked Estep 
Score: -10983396.000000 Penalty: 3983.765625
	Iteration 21Q: 3 clusters Score -1.09834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210204 members 
Entering Unmasked Estep 
Score: -10983392.000000 Penalty: 3983.765625
	Iteration 22Q: 3 clusters Score -1.098339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 210203 members 
Entering Unmasked Estep 
Score: -10983401.000000 Penalty: 3983.765625
	Iteration 23Q: 3 clusters Score -1.09834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 210199 members 
Entering Unmasked Estep 
Score: -10983398.000000 Penalty: 3983.765625
	Iteration 24Q: 3 clusters Score -1.09834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 210200 members 
Entering Unmasked Estep 
Score: -10983401.000000 Penalty: 3983.765625
	Iteration 25Q: 3 clusters Score -1.09834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 210201 members 
Entering Unmasked Estep 
Score: -10983403.000000 Penalty: 3983.765625
	Iteration 26Q: 3 clusters Score -1.09834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 210201 members 
Entering Unmasked Estep 
Score: -10983418.000000 Penalty: 3983.765625
	Iteration 27Q: 3 clusters Score -1.098342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 210202 members 
Entering Unmasked Estep 
Score: -10983423.000000 Penalty: 3983.765625
	Iteration 28Q: 3 clusters Score -1.098342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 210203 members 
Entering Unmasked Estep 
Score: -10983420.000000 Penalty: 3983.765625
	Iteration 29Q: 3 clusters Score -1.098342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 210206 members 
Entering Unmasked Estep 
Score: -10983432.000000 Penalty: 3983.765625
	Iteration 30Q: 3 clusters Score -1.098343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 210209 members 
Entering Unmasked Estep 
Score: -10983440.000000 Penalty: 3983.765625
	Iteration 31Q: 3 clusters Score -1.098344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210210 members 
Entering Unmasked Estep 
Score: -10983438.000000 Penalty: 3983.765625
	Iteration 32Q: 3 clusters Score -1.098344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210210 members 
Entering Unmasked Estep 
Score: -10983438.000000 Penalty: 3983.765625
	Iteration 33F: 3 clusters Score -1.098344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Entering Unmasked Estep 
Score: -997172.500000 Penalty: 1598.621094
	Iteration 0F: 2 clusters Score -997172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -984477.437500 Penalty: 3197.242188
	Iteration 0F: 3 clusters Score -984477.4 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -988958.125000 Penalty: 3197.242188
	Iteration 1F: 3 clusters Score -988958.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -989287.062500 Penalty: 3197.242188
	Iteration 2Q: 3 clusters Score -989287.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -989595.312500 Penalty: 3197.242188
	Iteration 3Q: 3 clusters Score -989595.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -989925.250000 Penalty: 3197.242188
	Iteration 4Q: 3 clusters Score -989925.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -990253.250000 Penalty: 3197.242188
	Iteration 5Q: 3 clusters Score -990253.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -990601.125000 Penalty: 3197.242188
	Iteration 6Q: 3 clusters Score -990601.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -990966.187500 Penalty: 3197.242188
	Iteration 7Q: 3 clusters Score -990966.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -991377.375000 Penalty: 3197.242188
	Iteration 8Q: 3 clusters Score -991377.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -991906.250000 Penalty: 3197.242188
	Iteration 9Q: 3 clusters Score -991906.2 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -992518.375000 Penalty: 3197.242188
	Iteration 10F: 3 clusters Score -992518.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -993111.125000 Penalty: 3197.242188
	Iteration 11Q: 3 clusters Score -993111.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -993518.187500 Penalty: 3197.242188
	Iteration 12Q: 3 clusters Score -993518.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -993735.500000 Penalty: 3197.242188
	Iteration 13Q: 3 clusters Score -993735.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -993883.187500 Penalty: 3197.242188
	Iteration 14Q: 3 clusters Score -993883.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -994008.312500 Penalty: 3197.242188
	Iteration 15Q: 3 clusters Score -994008.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -994108.625000 Penalty: 3197.242188
	Iteration 16Q: 3 clusters Score -994108.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -994193.500000 Penalty: 3197.242188
	Iteration 17Q: 3 clusters Score -994193.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -994273.687500 Penalty: 3197.242188
	Iteration 18Q: 3 clusters Score -994273.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -994346.250000 Penalty: 3197.242188
	Iteration 19Q: 3 clusters Score -994346.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -994413.625000 Penalty: 3197.242188
	Iteration 20F: 3 clusters Score -994413.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -994485.125000 Penalty: 3197.242188
	Iteration 21Q: 3 clusters Score -994485.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -994553.187500 Penalty: 3197.242188
	Iteration 22Q: 3 clusters Score -994553.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -994623.625000 Penalty: 3197.242188
	Iteration 23Q: 3 clusters Score -994623.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -994695.562500 Penalty: 3197.242188
	Iteration 24Q: 3 clusters Score -994695.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -994757.500000 Penalty: 3197.242188
	Iteration 25Q: 3 clusters Score -994757.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -994825.000000 Penalty: 3197.242188
	Iteration 26Q: 3 clusters Score -994825 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -994896.625000 Penalty: 3197.242188
	Iteration 27Q: 3 clusters Score -994896.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -994970.375000 Penalty: 3197.242188
	Iteration 28Q: 3 clusters Score -994970.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -995034.750000 Penalty: 3197.242188
	Iteration 29Q: 3 clusters Score -995034.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -995090.937500 Penalty: 3197.242188
	Iteration 30Q: 3 clusters Score -995090.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -995130.437500 Penalty: 3197.242188
	Iteration 31Q: 3 clusters Score -995130.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -995167.750000 Penalty: 3197.242188
	Iteration 32Q: 3 clusters Score -995167.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -995194.500000 Penalty: 3197.242188
	Iteration 33Q: 3 clusters Score -995194.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -995219.812500 Penalty: 3197.242188
	Iteration 34Q: 3 clusters Score -995219.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -995250.625000 Penalty: 3197.242188
	Iteration 35Q: 3 clusters Score -995250.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -995291.687500 Penalty: 3197.242188
	Iteration 36Q: 3 clusters Score -995291.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -995330.250000 Penalty: 3197.242188
	Iteration 37Q: 3 clusters Score -995330.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -995361.875000 Penalty: 3197.242188
	Iteration 38Q: 3 clusters Score -995361.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -995394.375000 Penalty: 3197.242188
	Iteration 39Q: 3 clusters Score -995394.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -995417.625000 Penalty: 3197.242188
	Iteration 40F: 3 clusters Score -995417.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -995444.562500 Penalty: 3197.242188
	Iteration 41Q: 3 clusters Score -995444.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -995464.562500 Penalty: 3197.242188
	Iteration 42Q: 3 clusters Score -995464.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -995478.750000 Penalty: 3197.242188
	Iteration 43Q: 3 clusters Score -995478.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -995496.250000 Penalty: 3197.242188
	Iteration 44Q: 3 clusters Score -995496.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -995508.062500 Penalty: 3197.242188
	Iteration 45Q: 3 clusters Score -995508.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -995520.250000 Penalty: 3197.242188
	Iteration 46Q: 3 clusters Score -995520.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -995536.000000 Penalty: 3197.242188
	Iteration 47Q: 3 clusters Score -995536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -995553.500000 Penalty: 3197.242188
	Iteration 48Q: 3 clusters Score -995553.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -995569.125000 Penalty: 3197.242188
	Iteration 49Q: 3 clusters Score -995569.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -995584.125000 Penalty: 3197.242188
	Iteration 50Q: 3 clusters Score -995584.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -995596.375000 Penalty: 3197.242188
	Iteration 51Q: 3 clusters Score -995596.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -995608.625000 Penalty: 3197.242188
	Iteration 52Q: 3 clusters Score -995608.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -995617.375000 Penalty: 3197.242188
	Iteration 53Q: 3 clusters Score -995617.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -995633.187500 Penalty: 3197.242188
	Iteration 54Q: 3 clusters Score -995633.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -995649.000000 Penalty: 3197.242188
	Iteration 55Q: 3 clusters Score -995649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -995666.437500 Penalty: 3197.242188
	Iteration 56Q: 3 clusters Score -995666.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -995687.375000 Penalty: 3197.242188
	Iteration 57Q: 3 clusters Score -995687.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -995705.250000 Penalty: 3197.242188
	Iteration 58Q: 3 clusters Score -995705.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -995723.000000 Penalty: 3197.242188
	Iteration 59Q: 3 clusters Score -995723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -995742.562500 Penalty: 3197.242188
	Iteration 60F: 3 clusters Score -995742.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -995761.250000 Penalty: 3197.242188
	Iteration 61Q: 3 clusters Score -995761.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -995774.500000 Penalty: 3197.242188
	Iteration 62Q: 3 clusters Score -995774.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -995785.687500 Penalty: 3197.242188
	Iteration 63Q: 3 clusters Score -995785.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -995789.000000 Penalty: 3197.242188
	Iteration 64Q: 3 clusters Score -995789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -995797.250000 Penalty: 3197.242188
	Iteration 65Q: 3 clusters Score -995797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -995805.937500 Penalty: 3197.242188
	Iteration 66Q: 3 clusters Score -995805.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -995806.187500 Penalty: 3197.242188
	Iteration 67Q: 3 clusters Score -995806.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -995811.375000 Penalty: 3197.242188
	Iteration 68Q: 3 clusters Score -995811.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -995817.562500 Penalty: 3197.242188
	Iteration 69Q: 3 clusters Score -995817.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -995825.375000 Penalty: 3197.242188
	Iteration 70Q: 3 clusters Score -995825.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -995831.812500 Penalty: 3197.242188
	Iteration 71Q: 3 clusters Score -995831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -995837.937500 Penalty: 3197.242188
	Iteration 72Q: 3 clusters Score -995837.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -995836.312500 Penalty: 3197.242188
	Iteration 73Q: 3 clusters Score -995836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -995840.750000 Penalty: 3197.242188
	Iteration 74Q: 3 clusters Score -995840.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -995846.750000 Penalty: 3197.242188
	Iteration 75Q: 3 clusters Score -995846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -995853.000000 Penalty: 3197.242188
	Iteration 76Q: 3 clusters Score -995853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -995854.562500 Penalty: 3197.242188
	Iteration 77Q: 3 clusters Score -995854.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -995863.250000 Penalty: 3197.242188
	Iteration 78Q: 3 clusters Score -995863.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -995867.812500 Penalty: 3197.242188
	Iteration 79Q: 3 clusters Score -995867.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -995876.062500 Penalty: 3197.242188
	Iteration 80F: 3 clusters Score -995876.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -995881.625000 Penalty: 3197.242188
	Iteration 81Q: 3 clusters Score -995881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -995890.250000 Penalty: 3197.242188
	Iteration 82Q: 3 clusters Score -995890.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -995899.750000 Penalty: 3197.242188
	Iteration 83Q: 3 clusters Score -995899.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -995906.187500 Penalty: 3197.242188
	Iteration 84Q: 3 clusters Score -995906.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -995912.937500 Penalty: 3197.242188
	Iteration 85Q: 3 clusters Score -995912.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -995919.812500 Penalty: 3197.242188
	Iteration 86Q: 3 clusters Score -995919.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -995925.437500 Penalty: 3197.242188
	Iteration 87Q: 3 clusters Score -995925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -995929.250000 Penalty: 3197.242188
	Iteration 88Q: 3 clusters Score -995929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -995930.187500 Penalty: 3197.242188
	Iteration 89Q: 3 clusters Score -995930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -995928.062500 Penalty: 3197.242188
	Iteration 90Q: 3 clusters Score -995928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -995930.250000 Penalty: 3197.242188
	Iteration 91Q: 3 clusters Score -995930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -995928.437500 Penalty: 3197.242188
	Iteration 92Q: 3 clusters Score -995928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -995931.375000 Penalty: 3197.242188
	Iteration 93Q: 3 clusters Score -995931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -995931.750000 Penalty: 3197.242188
	Iteration 94Q: 3 clusters Score -995931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -995930.437500 Penalty: 3197.242188
	Iteration 95Q: 3 clusters Score -995930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -995933.250000 Penalty: 3197.242188
	Iteration 96Q: 3 clusters Score -995933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -995933.312500 Penalty: 3197.242188
	Iteration 97Q: 3 clusters Score -995933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -995933.062500 Penalty: 3197.242188
	Iteration 98Q: 3 clusters Score -995933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -995932.812500 Penalty: 3197.242188
	Iteration 99Q: 3 clusters Score -995932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -995932.812500 Penalty: 3197.242188
	Iteration 100F: 3 clusters Score -995932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -272373.125000 Penalty: 1412.665894
	Iteration 0F: 2 clusters Score -272373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -267825.750000 Penalty: 2825.331787
	Iteration 0F: 3 clusters Score -267825.8 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -269140.593750 Penalty: 2825.331787
	Iteration 1F: 3 clusters Score -269140.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -269351.031250 Penalty: 2825.331787
	Iteration 2F: 3 clusters Score -269351 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -269500.625000 Penalty: 2825.331787
	Iteration 3F: 3 clusters Score -269500.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -269632.437500 Penalty: 2825.331787
	Iteration 4Q: 3 clusters Score -269632.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -269779.906250 Penalty: 2825.331787
	Iteration 5Q: 3 clusters Score -269779.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -269904.500000 Penalty: 2825.331787
	Iteration 6Q: 3 clusters Score -269904.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -270012.343750 Penalty: 2825.331787
	Iteration 7Q: 3 clusters Score -270012.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -270116.375000 Penalty: 2825.331787
	Iteration 8Q: 3 clusters Score -270116.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -270206.062500 Penalty: 2825.331787
	Iteration 9Q: 3 clusters Score -270206.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -270268.625000 Penalty: 2825.331787
	Iteration 10Q: 3 clusters Score -270268.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -270310.125000 Penalty: 2825.331787
	Iteration 11Q: 3 clusters Score -270310.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -270349.812500 Penalty: 2825.331787
	Iteration 12Q: 3 clusters Score -270349.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -270382.343750 Penalty: 2825.331787
	Iteration 13Q: 3 clusters Score -270382.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -270407.781250 Penalty: 2825.331787
	Iteration 14Q: 3 clusters Score -270407.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -270432.656250 Penalty: 2825.331787
	Iteration 15Q: 3 clusters Score -270432.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -270454.906250 Penalty: 2825.331787
	Iteration 16Q: 3 clusters Score -270454.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -270478.000000 Penalty: 2825.331787
	Iteration 17Q: 3 clusters Score -270478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -270498.343750 Penalty: 2825.331787
	Iteration 18Q: 3 clusters Score -270498.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -270518.218750 Penalty: 2825.331787
	Iteration 19Q: 3 clusters Score -270518.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -270543.562500 Penalty: 2825.331787
	Iteration 20F: 3 clusters Score -270543.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -270578.750000 Penalty: 2825.331787
	Iteration 21Q: 3 clusters Score -270578.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -270613.218750 Penalty: 2825.331787
	Iteration 22Q: 3 clusters Score -270613.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -270645.843750 Penalty: 2825.331787
	Iteration 23Q: 3 clusters Score -270645.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -270679.687500 Penalty: 2825.331787
	Iteration 24Q: 3 clusters Score -270679.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -270702.062500 Penalty: 2825.331787
	Iteration 25Q: 3 clusters Score -270702.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -270717.812500 Penalty: 2825.331787
	Iteration 26Q: 3 clusters Score -270717.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -270735.312500 Penalty: 2825.331787
	Iteration 27Q: 3 clusters Score -270735.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -270751.093750 Penalty: 2825.331787
	Iteration 28Q: 3 clusters Score -270751.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -270763.906250 Penalty: 2825.331787
	Iteration 29Q: 3 clusters Score -270763.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -270774.187500 Penalty: 2825.331787
	Iteration 30Q: 3 clusters Score -270774.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -270781.000000 Penalty: 2825.331787
	Iteration 31Q: 3 clusters Score -270781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -270787.750000 Penalty: 2825.331787
	Iteration 32Q: 3 clusters Score -270787.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -270794.781250 Penalty: 2825.331787
	Iteration 33Q: 3 clusters Score -270794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -270800.156250 Penalty: 2825.331787
	Iteration 34Q: 3 clusters Score -270800.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -270806.375000 Penalty: 2825.331787
	Iteration 35Q: 3 clusters Score -270806.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -270810.625000 Penalty: 2825.331787
	Iteration 36Q: 3 clusters Score -270810.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -270814.875000 Penalty: 2825.331787
	Iteration 37Q: 3 clusters Score -270814.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -270819.593750 Penalty: 2825.331787
	Iteration 38Q: 3 clusters Score -270819.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -270822.093750 Penalty: 2825.331787
	Iteration 39Q: 3 clusters Score -270822.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -270826.312500 Penalty: 2825.331787
	Iteration 40F: 3 clusters Score -270826.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -270832.437500 Penalty: 2825.331787
	Iteration 41Q: 3 clusters Score -270832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -270836.562500 Penalty: 2825.331787
	Iteration 42Q: 3 clusters Score -270836.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -270841.500000 Penalty: 2825.331787
	Iteration 43Q: 3 clusters Score -270841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -270842.562500 Penalty: 2825.331787
	Iteration 44Q: 3 clusters Score -270842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -270843.906250 Penalty: 2825.331787
	Iteration 45Q: 3 clusters Score -270843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -270844.875000 Penalty: 2825.331787
	Iteration 46Q: 3 clusters Score -270844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -270845.062500 Penalty: 2825.331787
	Iteration 47Q: 3 clusters Score -270845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -270845.843750 Penalty: 2825.331787
	Iteration 48Q: 3 clusters Score -270845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -270846.312500 Penalty: 2825.331787
	Iteration 49Q: 3 clusters Score -270846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -270846.312500 Penalty: 2825.331787
	Iteration 50F: 3 clusters Score -270846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (104070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Entering Unmasked Estep 
Score: -5360134.000000 Penalty: 1877.333130
	Iteration 0F: 2 clusters Score -5360134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -5290616.500000 Penalty: 3754.666260
	Iteration 0F: 3 clusters Score -5290616 nChanged 49704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -5319255.000000 Penalty: 3754.666260
	Iteration 1F: 3 clusters Score -5319255 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -5319865.500000 Penalty: 3754.666260
	Iteration 2Q: 3 clusters Score -5319866 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -5320622.000000 Penalty: 3754.666260
	Iteration 3Q: 3 clusters Score -5320622 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -5321520.500000 Penalty: 3754.666260
	Iteration 4Q: 3 clusters Score -5321520 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5322838.500000 Penalty: 3754.666260
	Iteration 5Q: 3 clusters Score -5322838 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5324859.500000 Penalty: 3754.666260
	Iteration 6Q: 3 clusters Score -5324860 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5328173.000000 Penalty: 3754.666260
	Iteration 7F: 3 clusters Score -5328173 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5333148.500000 Penalty: 3754.666260
	Iteration 8F: 3 clusters Score -5333148 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -5339431.000000 Penalty: 3754.666260
	Iteration 9F: 3 clusters Score -5339431 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5345500.000000 Penalty: 3754.666260
	Iteration 10F: 3 clusters Score -5345500 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5349169.000000 Penalty: 3754.666260
	Iteration 11Q: 3 clusters Score -5349169 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5350902.500000 Penalty: 3754.666260
	Iteration 12Q: 3 clusters Score -5350902 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5351808.500000 Penalty: 3754.666260
	Iteration 13Q: 3 clusters Score -5351808 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5352466.500000 Penalty: 3754.666260
	Iteration 14Q: 3 clusters Score -5352466 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5352890.000000 Penalty: 3754.666260
	Iteration 15Q: 3 clusters Score -5352890 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5353243.000000 Penalty: 3754.666260
	Iteration 16Q: 3 clusters Score -5353243 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5353501.000000 Penalty: 3754.666260
	Iteration 17Q: 3 clusters Score -5353501 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5353773.500000 Penalty: 3754.666260
	Iteration 18Q: 3 clusters Score -5353774 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5353955.500000 Penalty: 3754.666260
	Iteration 19Q: 3 clusters Score -5353956 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5354086.500000 Penalty: 3754.666260
	Iteration 20F: 3 clusters Score -5354086 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5354268.500000 Penalty: 3754.666260
	Iteration 21Q: 3 clusters Score -5354268 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -5354429.000000 Penalty: 3754.666260
	Iteration 22Q: 3 clusters Score -5354429 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5354583.000000 Penalty: 3754.666260
	Iteration 23Q: 3 clusters Score -5354583 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5354726.500000 Penalty: 3754.666260
	Iteration 24Q: 3 clusters Score -5354726 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5354863.000000 Penalty: 3754.666260
	Iteration 25Q: 3 clusters Score -5354863 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5355035.000000 Penalty: 3754.666260
	Iteration 26Q: 3 clusters Score -5355035 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5355185.000000 Penalty: 3754.666260
	Iteration 27Q: 3 clusters Score -5355185 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5355367.500000 Penalty: 3754.666260
	Iteration 28Q: 3 clusters Score -5355368 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -5355571.000000 Penalty: 3754.666260
	Iteration 29Q: 3 clusters Score -5355571 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5355795.000000 Penalty: 3754.666260
	Iteration 30Q: 3 clusters Score -5355795 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -5355979.000000 Penalty: 3754.666260
	Iteration 31Q: 3 clusters Score -5355979 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -5356187.000000 Penalty: 3754.666260
	Iteration 32Q: 3 clusters Score -5356187 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -5356334.000000 Penalty: 3754.666260
	Iteration 33Q: 3 clusters Score -5356334 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5356496.500000 Penalty: 3754.666260
	Iteration 34Q: 3 clusters Score -5356496 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -5356647.000000 Penalty: 3754.666260
	Iteration 35Q: 3 clusters Score -5356647 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5356843.000000 Penalty: 3754.666260
	Iteration 36Q: 3 clusters Score -5356843 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5356967.500000 Penalty: 3754.666260
	Iteration 37Q: 3 clusters Score -5356968 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5357130.500000 Penalty: 3754.666260
	Iteration 38Q: 3 clusters Score -5357130 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5357248.500000 Penalty: 3754.666260
	Iteration 39Q: 3 clusters Score -5357248 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -5357346.000000 Penalty: 3754.666260
	Iteration 40F: 3 clusters Score -5357346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5357468.000000 Penalty: 3754.666260
	Iteration 41Q: 3 clusters Score -5357468 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5357583.500000 Penalty: 3754.666260
	Iteration 42Q: 3 clusters Score -5357584 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5357671.500000 Penalty: 3754.666260
	Iteration 43Q: 3 clusters Score -5357672 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5357736.500000 Penalty: 3754.666260
	Iteration 44Q: 3 clusters Score -5357736 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5357822.000000 Penalty: 3754.666260
	Iteration 45Q: 3 clusters Score -5357822 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5357884.500000 Penalty: 3754.666260
	Iteration 46Q: 3 clusters Score -5357884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5357945.000000 Penalty: 3754.666260
	Iteration 47Q: 3 clusters Score -5357945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5357993.500000 Penalty: 3754.666260
	Iteration 48Q: 3 clusters Score -5357994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5358045.500000 Penalty: 3754.666260
	Iteration 49Q: 3 clusters Score -5358046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5358078.500000 Penalty: 3754.666260
	Iteration 50Q: 3 clusters Score -5358078 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5358120.000000 Penalty: 3754.666260
	Iteration 51Q: 3 clusters Score -5358120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5358164.500000 Penalty: 3754.666260
	Iteration 52Q: 3 clusters Score -5358164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5358221.000000 Penalty: 3754.666260
	Iteration 53Q: 3 clusters Score -5358221 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5358263.000000 Penalty: 3754.666260
	Iteration 54Q: 3 clusters Score -5358263 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5358307.000000 Penalty: 3754.666260
	Iteration 55Q: 3 clusters Score -5358307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5358340.000000 Penalty: 3754.666260
	Iteration 56Q: 3 clusters Score -5358340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5358390.000000 Penalty: 3754.666260
	Iteration 57Q: 3 clusters Score -5358390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5358418.500000 Penalty: 3754.666260
	Iteration 58Q: 3 clusters Score -5358418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5358430.000000 Penalty: 3754.666260
	Iteration 59Q: 3 clusters Score -5358430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5358449.000000 Penalty: 3754.666260
	Iteration 60F: 3 clusters Score -5358449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5358484.500000 Penalty: 3754.666260
	Iteration 61Q: 3 clusters Score -5358484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5358496.000000 Penalty: 3754.666260
	Iteration 62Q: 3 clusters Score -5358496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5358504.000000 Penalty: 3754.666260
	Iteration 63Q: 3 clusters Score -5358504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5358498.000000 Penalty: 3754.666260
	Iteration 64Q: 3 clusters Score -5358498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5358511.500000 Penalty: 3754.666260
	Iteration 65Q: 3 clusters Score -5358512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5358515.500000 Penalty: 3754.666260
	Iteration 66Q: 3 clusters Score -5358516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5358526.500000 Penalty: 3754.666260
	Iteration 67Q: 3 clusters Score -5358526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5358536.500000 Penalty: 3754.666260
	Iteration 68Q: 3 clusters Score -5358536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5358548.500000 Penalty: 3754.666260
	Iteration 69Q: 3 clusters Score -5358548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5358547.000000 Penalty: 3754.666260
	Iteration 70Q: 3 clusters Score -5358547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5358545.500000 Penalty: 3754.666260
	Iteration 71Q: 3 clusters Score -5358546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5358545.500000 Penalty: 3754.666260
	Iteration 72Q: 3 clusters Score -5358546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5358554.500000 Penalty: 3754.666260
	Iteration 73Q: 3 clusters Score -5358554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5358550.500000 Penalty: 3754.666260
	Iteration 74Q: 3 clusters Score -5358550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5358552.000000 Penalty: 3754.666260
	Iteration 75Q: 3 clusters Score -5358552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5358550.000000 Penalty: 3754.666260
	Iteration 76Q: 3 clusters Score -5358550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5358555.000000 Penalty: 3754.666260
	Iteration 77Q: 3 clusters Score -5358555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5358558.000000 Penalty: 3754.666260
	Iteration 78Q: 3 clusters Score -5358558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5358562.000000 Penalty: 3754.666260
	Iteration 79Q: 3 clusters Score -5358562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5358552.500000 Penalty: 3754.666260
	Iteration 80F: 3 clusters Score -5358552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5358557.500000 Penalty: 3754.666260
	Iteration 81Q: 3 clusters Score -5358558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5358557.000000 Penalty: 3754.666260
	Iteration 82Q: 3 clusters Score -5358557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5358553.500000 Penalty: 3754.666260
	Iteration 83Q: 3 clusters Score -5358554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5358554.500000 Penalty: 3754.666260
	Iteration 84Q: 3 clusters Score -5358554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5358555.500000 Penalty: 3754.666260
	Iteration 85Q: 3 clusters Score -5358556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5358554.500000 Penalty: 3754.666260
	Iteration 86Q: 3 clusters Score -5358554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5358554.000000 Penalty: 3754.666260
	Iteration 87Q: 3 clusters Score -5358554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103091 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5358557.500000 Penalty: 3754.666260
	Iteration 88Q: 3 clusters Score -5358558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5358555.000000 Penalty: 3754.666260
	Iteration 89Q: 3 clusters Score -5358555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5358555.000000 Penalty: 3754.666260
	Iteration 90F: 3 clusters Score -5358555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Entering Unmasked Estep 
Score: -4832160.500000 Penalty: 1862.546021
	Iteration 0F: 2 clusters Score -4832160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -4768604.000000 Penalty: 3725.092041
	Iteration 0F: 3 clusters Score -4768604 nChanged 45430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -4795790.500000 Penalty: 3725.092041
	Iteration 1F: 3 clusters Score -4795790 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -4799125.500000 Penalty: 3725.092041
	Iteration 2F: 3 clusters Score -4799126 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -4803713.500000 Penalty: 3725.092041
	Iteration 3F: 3 clusters Score -4803714 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -4808967.000000 Penalty: 3725.092041
	Iteration 4F: 3 clusters Score -4808967 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -4813812.000000 Penalty: 3725.092041
	Iteration 5F: 3 clusters Score -4813812 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -4817888.000000 Penalty: 3725.092041
	Iteration 6F: 3 clusters Score -4817888 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -4821399.000000 Penalty: 3725.092041
	Iteration 7F: 3 clusters Score -4821399 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -4824331.000000 Penalty: 3725.092041
	Iteration 8Q: 3 clusters Score -4824331 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -4826803.000000 Penalty: 3725.092041
	Iteration 9Q: 3 clusters Score -4826803 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -4828909.500000 Penalty: 3725.092041
	Iteration 10Q: 3 clusters Score -4828910 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -4830433.500000 Penalty: 3725.092041
	Iteration 11Q: 3 clusters Score -4830434 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -4831448.500000 Penalty: 3725.092041
	Iteration 12Q: 3 clusters Score -4831448 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -4832202.500000 Penalty: 3725.092041
	Iteration 13Q: 3 clusters Score -4832202 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -4832703.500000 Penalty: 3725.092041
	Iteration 14Q: 3 clusters Score -4832704 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -4833154.000000 Penalty: 3725.092041
	Iteration 15Q: 3 clusters Score -4833154 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -4833497.000000 Penalty: 3725.092041
	Iteration 16Q: 3 clusters Score -4833497 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -4833789.500000 Penalty: 3725.092041
	Iteration 17Q: 3 clusters Score -4833790 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -4834083.500000 Penalty: 3725.092041
	Iteration 18Q: 3 clusters Score -4834084 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -4834341.500000 Penalty: 3725.092041
	Iteration 19Q: 3 clusters Score -4834342 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -4834607.000000 Penalty: 3725.092041
	Iteration 20F: 3 clusters Score -4834607 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -4834781.000000 Penalty: 3725.092041
	Iteration 21Q: 3 clusters Score -4834781 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -4834879.000000 Penalty: 3725.092041
	Iteration 22Q: 3 clusters Score -4834879 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -4834955.500000 Penalty: 3725.092041
	Iteration 23Q: 3 clusters Score -4834956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -4835012.500000 Penalty: 3725.092041
	Iteration 24Q: 3 clusters Score -4835012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -4835038.500000 Penalty: 3725.092041
	Iteration 25Q: 3 clusters Score -4835038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -4835054.500000 Penalty: 3725.092041
	Iteration 26Q: 3 clusters Score -4835054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -4835054.500000 Penalty: 3725.092041
	Iteration 27Q: 3 clusters Score -4835054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -4835062.000000 Penalty: 3725.092041
	Iteration 28Q: 3 clusters Score -4835062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -4835071.500000 Penalty: 3725.092041
	Iteration 29Q: 3 clusters Score -4835072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -4835080.500000 Penalty: 3725.092041
	Iteration 30Q: 3 clusters Score -4835080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -4835081.000000 Penalty: 3725.092041
	Iteration 31Q: 3 clusters Score -4835081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -4835091.500000 Penalty: 3725.092041
	Iteration 32Q: 3 clusters Score -4835092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -4835098.000000 Penalty: 3725.092041
	Iteration 33Q: 3 clusters Score -4835098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -4835100.500000 Penalty: 3725.092041
	Iteration 34Q: 3 clusters Score -4835100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -4835103.000000 Penalty: 3725.092041
	Iteration 35Q: 3 clusters Score -4835103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -4835096.500000 Penalty: 3725.092041
	Iteration 36Q: 3 clusters Score -4835096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -4835100.000000 Penalty: 3725.092041
	Iteration 37Q: 3 clusters Score -4835100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -4835096.500000 Penalty: 3725.092041
	Iteration 38Q: 3 clusters Score -4835096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -4835094.500000 Penalty: 3725.092041
	Iteration 39Q: 3 clusters Score -4835094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -4835099.500000 Penalty: 3725.092041
	Iteration 40F: 3 clusters Score -4835100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -4835095.000000 Penalty: 3725.092041
	Iteration 41Q: 3 clusters Score -4835095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -4835095.000000 Penalty: 3725.092041
	Iteration 42F: 3 clusters Score -4835095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36314 members 
Mstep: Class 3 contains 210605 members 
Mstep: Class 4 contains 91773 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 9 contains 104070 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 10512 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 18 contains 8700 members 
Entering Unmasked Estep 
Score: -26507150.000000 Penalty: 29991.351562
Splitting cluster 10 changes total score from -26504162.000000 to -26507150.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -647392.437500 Penalty: 1533.058105
	Iteration 0F: 2 clusters Score -647392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -638519.875000 Penalty: 3066.116211
	Iteration 0F: 3 clusters Score -638519.9 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -641528.500000 Penalty: 3066.116211
	Iteration 1F: 3 clusters Score -641528.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -641792.812500 Penalty: 3066.116211
	Iteration 2F: 3 clusters Score -641792.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -641991.500000 Penalty: 3066.116211
	Iteration 3Q: 3 clusters Score -641991.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -642158.250000 Penalty: 3066.116211
	Iteration 4Q: 3 clusters Score -642158.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -642308.812500 Penalty: 3066.116211
	Iteration 5Q: 3 clusters Score -642308.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -642465.437500 Penalty: 3066.116211
	Iteration 6Q: 3 clusters Score -642465.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -642673.062500 Penalty: 3066.116211
	Iteration 7Q: 3 clusters Score -642673.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -642976.750000 Penalty: 3066.116211
	Iteration 8Q: 3 clusters Score -642976.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -643360.125000 Penalty: 3066.116211
	Iteration 9F: 3 clusters Score -643360.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -643848.562500 Penalty: 3066.116211
	Iteration 10F: 3 clusters Score -643848.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -644412.875000 Penalty: 3066.116211
	Iteration 11F: 3 clusters Score -644412.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -644999.000000 Penalty: 3066.116211
	Iteration 12F: 3 clusters Score -644999 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -645400.250000 Penalty: 3066.116211
	Iteration 13Q: 3 clusters Score -645400.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -645662.375000 Penalty: 3066.116211
	Iteration 14Q: 3 clusters Score -645662.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -645838.875000 Penalty: 3066.116211
	Iteration 15Q: 3 clusters Score -645838.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -645945.812500 Penalty: 3066.116211
	Iteration 16Q: 3 clusters Score -645945.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -646019.937500 Penalty: 3066.116211
	Iteration 17Q: 3 clusters Score -646019.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -646060.000000 Penalty: 3066.116211
	Iteration 18Q: 3 clusters Score -646060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -646093.875000 Penalty: 3066.116211
	Iteration 19Q: 3 clusters Score -646093.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -646112.687500 Penalty: 3066.116211
	Iteration 20F: 3 clusters Score -646112.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -646124.875000 Penalty: 3066.116211
	Iteration 21Q: 3 clusters Score -646124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -646133.500000 Penalty: 3066.116211
	Iteration 22Q: 3 clusters Score -646133.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -646138.875000 Penalty: 3066.116211
	Iteration 23Q: 3 clusters Score -646138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -646139.875000 Penalty: 3066.116211
	Iteration 24Q: 3 clusters Score -646139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -646139.875000 Penalty: 3066.116211
	Iteration 25F: 3 clusters Score -646139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -280266.343750 Penalty: 1416.063843
	Iteration 0F: 2 clusters Score -280266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -275621.250000 Penalty: 2832.127686
	Iteration 0F: 3 clusters Score -275621.2 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -277115.125000 Penalty: 2832.127686
	Iteration 1F: 3 clusters Score -277115.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -277519.125000 Penalty: 2832.127686
	Iteration 2F: 3 clusters Score -277519.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -278079.812500 Penalty: 2832.127686
	Iteration 3F: 3 clusters Score -278079.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -278859.000000 Penalty: 2832.127686
	Iteration 4F: 3 clusters Score -278859 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -279516.406250 Penalty: 2832.127686
	Iteration 5F: 3 clusters Score -279516.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -279903.906250 Penalty: 2832.127686
	Iteration 6F: 3 clusters Score -279903.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -280099.656250 Penalty: 2832.127686
	Iteration 7Q: 3 clusters Score -280099.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -280269.875000 Penalty: 2832.127686
	Iteration 8Q: 3 clusters Score -280269.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -280496.437500 Penalty: 2832.127686
	Iteration 9Q: 3 clusters Score -280496.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -280778.593750 Penalty: 2832.127686
	Iteration 10Q: 3 clusters Score -280778.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -280986.781250 Penalty: 2832.127686
	Iteration 11Q: 3 clusters Score -280986.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -281091.437500 Penalty: 2832.127686
	Iteration 12Q: 3 clusters Score -281091.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -281140.562500 Penalty: 2832.127686
	Iteration 13Q: 3 clusters Score -281140.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -281193.906250 Penalty: 2832.127686
	Iteration 14Q: 3 clusters Score -281193.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -281246.562500 Penalty: 2832.127686
	Iteration 15Q: 3 clusters Score -281246.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -281293.500000 Penalty: 2832.127686
	Iteration 16Q: 3 clusters Score -281293.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -281329.656250 Penalty: 2832.127686
	Iteration 17Q: 3 clusters Score -281329.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -281371.531250 Penalty: 2832.127686
	Iteration 18Q: 3 clusters Score -281371.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -281403.218750 Penalty: 2832.127686
	Iteration 19Q: 3 clusters Score -281403.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -281428.218750 Penalty: 2832.127686
	Iteration 20F: 3 clusters Score -281428.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -281450.031250 Penalty: 2832.127686
	Iteration 21Q: 3 clusters Score -281450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -281465.500000 Penalty: 2832.127686
	Iteration 22Q: 3 clusters Score -281465.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -281485.625000 Penalty: 2832.127686
	Iteration 23Q: 3 clusters Score -281485.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -281500.593750 Penalty: 2832.127686
	Iteration 24Q: 3 clusters Score -281500.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -281511.093750 Penalty: 2832.127686
	Iteration 25Q: 3 clusters Score -281511.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -281519.781250 Penalty: 2832.127686
	Iteration 26Q: 3 clusters Score -281519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -281524.843750 Penalty: 2832.127686
	Iteration 27Q: 3 clusters Score -281524.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -281529.437500 Penalty: 2832.127686
	Iteration 28Q: 3 clusters Score -281529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -281533.312500 Penalty: 2832.127686
	Iteration 29Q: 3 clusters Score -281533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -281534.406250 Penalty: 2832.127686
	Iteration 30Q: 3 clusters Score -281534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -281536.500000 Penalty: 2832.127686
	Iteration 31Q: 3 clusters Score -281536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -281538.125000 Penalty: 2832.127686
	Iteration 32Q: 3 clusters Score -281538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -281539.875000 Penalty: 2832.127686
	Iteration 33Q: 3 clusters Score -281539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -281540.687500 Penalty: 2832.127686
	Iteration 34Q: 3 clusters Score -281540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -281540.625000 Penalty: 2832.127686
	Iteration 35Q: 3 clusters Score -281540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -281540.437500 Penalty: 2832.127686
	Iteration 36Q: 3 clusters Score -281540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -281540.437500 Penalty: 2832.127686
	Iteration 37F: 3 clusters Score -281540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36314 members 
Mstep: Class 3 contains 210605 members 
Mstep: Class 4 contains 91773 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 9 contains 104070 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 10512 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 18 contains 8700 members 
Entering Unmasked Estep 
Score: -26507684.000000 Penalty: 32133.591797
Splitting cluster 13 changes total score from -26504162.000000 to -26507684.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -227278.453125 Penalty: 1376.595703
	Iteration 0F: 2 clusters Score -227278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -223453.718750 Penalty: 2753.191406
	Iteration 0F: 3 clusters Score -223453.7 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -225737.328125 Penalty: 2753.191406
	Iteration 1F: 3 clusters Score -225737.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227310.234375 Penalty: 2753.191406
	Iteration 2F: 3 clusters Score -227310.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -228314.015625 Penalty: 2753.191406
	Iteration 3F: 3 clusters Score -228314 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -228786.562500 Penalty: 2753.191406
	Iteration 4F: 3 clusters Score -228786.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -228960.421875 Penalty: 2753.191406
	Iteration 5Q: 3 clusters Score -228960.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -229055.984375 Penalty: 2753.191406
	Iteration 6Q: 3 clusters Score -229056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -229113.859375 Penalty: 2753.191406
	Iteration 7Q: 3 clusters Score -229113.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -229185.484375 Penalty: 2753.191406
	Iteration 8Q: 3 clusters Score -229185.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -229313.625000 Penalty: 2753.191406
	Iteration 9Q: 3 clusters Score -229313.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -229422.234375 Penalty: 2753.191406
	Iteration 10Q: 3 clusters Score -229422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229460.390625 Penalty: 2753.191406
	Iteration 11Q: 3 clusters Score -229460.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -229475.359375 Penalty: 2753.191406
	Iteration 12Q: 3 clusters Score -229475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -229478.296875 Penalty: 2753.191406
	Iteration 13Q: 3 clusters Score -229478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -229478.296875 Penalty: 2753.191406
	Iteration 14F: 3 clusters Score -229478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36314 members 
Mstep: Class 3 contains 210605 members 
Mstep: Class 4 contains 91773 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 104070 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 10512 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 18 contains 8700 members 
Entering Unmasked Estep 
Score: -26509116.000000 Penalty: 34275.832031
Splitting cluster 14 changes total score from -26504162.000000 to -26509116.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (10512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Entering Unmasked Estep 
Score: -567976.187500 Penalty: 1504.794312
	Iteration 0F: 2 clusters Score -567976.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -560560.562500 Penalty: 3009.588623
	Iteration 0F: 3 clusters Score -560560.6 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -562927.625000 Penalty: 3009.588623
	Iteration 1F: 3 clusters Score -562927.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -563166.187500 Penalty: 3009.588623
	Iteration 2F: 3 clusters Score -563166.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -563336.312500 Penalty: 3009.588623
	Iteration 3Q: 3 clusters Score -563336.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -563484.812500 Penalty: 3009.588623
	Iteration 4Q: 3 clusters Score -563484.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -563631.562500 Penalty: 3009.588623
	Iteration 5Q: 3 clusters Score -563631.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -563752.000000 Penalty: 3009.588623
	Iteration 6Q: 3 clusters Score -563752 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -563875.125000 Penalty: 3009.588623
	Iteration 7Q: 3 clusters Score -563875.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -564012.187500 Penalty: 3009.588623
	Iteration 8Q: 3 clusters Score -564012.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -564169.000000 Penalty: 3009.588623
	Iteration 9Q: 3 clusters Score -564169 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -564369.250000 Penalty: 3009.588623
	Iteration 10Q: 3 clusters Score -564369.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -564632.562500 Penalty: 3009.588623
	Iteration 11Q: 3 clusters Score -564632.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -564911.687500 Penalty: 3009.588623
	Iteration 12Q: 3 clusters Score -564911.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -565187.937500 Penalty: 3009.588623
	Iteration 13Q: 3 clusters Score -565187.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -565460.187500 Penalty: 3009.588623
	Iteration 14Q: 3 clusters Score -565460.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -565717.250000 Penalty: 3009.588623
	Iteration 15Q: 3 clusters Score -565717.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -565903.937500 Penalty: 3009.588623
	Iteration 16Q: 3 clusters Score -565903.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -566028.562500 Penalty: 3009.588623
	Iteration 17Q: 3 clusters Score -566028.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -566115.625000 Penalty: 3009.588623
	Iteration 18Q: 3 clusters Score -566115.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -566195.875000 Penalty: 3009.588623
	Iteration 19Q: 3 clusters Score -566195.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -566259.625000 Penalty: 3009.588623
	Iteration 20F: 3 clusters Score -566259.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -566318.562500 Penalty: 3009.588623
	Iteration 21Q: 3 clusters Score -566318.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -566379.000000 Penalty: 3009.588623
	Iteration 22Q: 3 clusters Score -566379 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -566437.812500 Penalty: 3009.588623
	Iteration 23Q: 3 clusters Score -566437.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -566488.062500 Penalty: 3009.588623
	Iteration 24Q: 3 clusters Score -566488.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -566518.875000 Penalty: 3009.588623
	Iteration 25Q: 3 clusters Score -566518.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -566539.437500 Penalty: 3009.588623
	Iteration 26Q: 3 clusters Score -566539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -566551.500000 Penalty: 3009.588623
	Iteration 27Q: 3 clusters Score -566551.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -566563.125000 Penalty: 3009.588623
	Iteration 28Q: 3 clusters Score -566563.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -566571.375000 Penalty: 3009.588623
	Iteration 29Q: 3 clusters Score -566571.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -566578.125000 Penalty: 3009.588623
	Iteration 30Q: 3 clusters Score -566578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -566584.062500 Penalty: 3009.588623
	Iteration 31Q: 3 clusters Score -566584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -566589.062500 Penalty: 3009.588623
	Iteration 32Q: 3 clusters Score -566589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -566591.437500 Penalty: 3009.588623
	Iteration 33Q: 3 clusters Score -566591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -566592.625000 Penalty: 3009.588623
	Iteration 34Q: 3 clusters Score -566592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -566592.062500 Penalty: 3009.588623
	Iteration 35Q: 3 clusters Score -566592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -566593.875000 Penalty: 3009.588623
	Iteration 36Q: 3 clusters Score -566593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -566595.125000 Penalty: 3009.588623
	Iteration 37Q: 3 clusters Score -566595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -566594.500000 Penalty: 3009.588623
	Iteration 38Q: 3 clusters Score -566594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -566594.500000 Penalty: 3009.588623
	Iteration 39F: 3 clusters Score -566594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -853530.750000 Penalty: 1575.944946
	Iteration 0F: 2 clusters Score -853530.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -842378.250000 Penalty: 3151.889893
	Iteration 0F: 3 clusters Score -842378.2 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -846169.375000 Penalty: 3151.889893
	Iteration 1F: 3 clusters Score -846169.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -846481.000000 Penalty: 3151.889893
	Iteration 2F: 3 clusters Score -846481 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -846802.187500 Penalty: 3151.889893
	Iteration 3Q: 3 clusters Score -846802.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -847169.125000 Penalty: 3151.889893
	Iteration 4Q: 3 clusters Score -847169.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -847571.812500 Penalty: 3151.889893
	Iteration 5Q: 3 clusters Score -847571.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -848042.375000 Penalty: 3151.889893
	Iteration 6F: 3 clusters Score -848042.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -848581.812500 Penalty: 3151.889893
	Iteration 7F: 3 clusters Score -848581.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -849230.875000 Penalty: 3151.889893
	Iteration 8F: 3 clusters Score -849230.9 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -849953.250000 Penalty: 3151.889893
	Iteration 9F: 3 clusters Score -849953.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -850556.375000 Penalty: 3151.889893
	Iteration 10Q: 3 clusters Score -850556.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -851005.437500 Penalty: 3151.889893
	Iteration 11Q: 3 clusters Score -851005.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -851353.562500 Penalty: 3151.889893
	Iteration 12Q: 3 clusters Score -851353.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -851596.000000 Penalty: 3151.889893
	Iteration 13Q: 3 clusters Score -851596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -851763.625000 Penalty: 3151.889893
	Iteration 14Q: 3 clusters Score -851763.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -851887.500000 Penalty: 3151.889893
	Iteration 15Q: 3 clusters Score -851887.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -851977.187500 Penalty: 3151.889893
	Iteration 16Q: 3 clusters Score -851977.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -852042.000000 Penalty: 3151.889893
	Iteration 17Q: 3 clusters Score -852042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -852091.562500 Penalty: 3151.889893
	Iteration 18Q: 3 clusters Score -852091.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -852123.687500 Penalty: 3151.889893
	Iteration 19Q: 3 clusters Score -852123.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -852138.000000 Penalty: 3151.889893
	Iteration 20F: 3 clusters Score -852138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -852155.375000 Penalty: 3151.889893
	Iteration 21Q: 3 clusters Score -852155.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -852168.750000 Penalty: 3151.889893
	Iteration 22Q: 3 clusters Score -852168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -852179.937500 Penalty: 3151.889893
	Iteration 23Q: 3 clusters Score -852179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -852193.375000 Penalty: 3151.889893
	Iteration 24Q: 3 clusters Score -852193.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -852203.312500 Penalty: 3151.889893
	Iteration 25Q: 3 clusters Score -852203.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -852209.437500 Penalty: 3151.889893
	Iteration 26Q: 3 clusters Score -852209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -852211.625000 Penalty: 3151.889893
	Iteration 27Q: 3 clusters Score -852211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -852215.375000 Penalty: 3151.889893
	Iteration 28Q: 3 clusters Score -852215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -852219.437500 Penalty: 3151.889893
	Iteration 29Q: 3 clusters Score -852219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -852222.312500 Penalty: 3151.889893
	Iteration 30Q: 3 clusters Score -852222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -852230.500000 Penalty: 3151.889893
	Iteration 31Q: 3 clusters Score -852230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -852234.562500 Penalty: 3151.889893
	Iteration 32Q: 3 clusters Score -852234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -852238.187500 Penalty: 3151.889893
	Iteration 33Q: 3 clusters Score -852238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -852244.250000 Penalty: 3151.889893
	Iteration 34Q: 3 clusters Score -852244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -852246.625000 Penalty: 3151.889893
	Iteration 35Q: 3 clusters Score -852246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -852246.250000 Penalty: 3151.889893
	Iteration 36Q: 3 clusters Score -852246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -852248.437500 Penalty: 3151.889893
	Iteration 37Q: 3 clusters Score -852248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -852248.875000 Penalty: 3151.889893
	Iteration 38Q: 3 clusters Score -852248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -852250.875000 Penalty: 3151.889893
	Iteration 39Q: 3 clusters Score -852250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -852250.687500 Penalty: 3151.889893
	Iteration 40F: 3 clusters Score -852250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -852252.937500 Penalty: 3151.889893
	Iteration 41Q: 3 clusters Score -852252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -852254.125000 Penalty: 3151.889893
	Iteration 42Q: 3 clusters Score -852254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -852258.000000 Penalty: 3151.889893
	Iteration 43Q: 3 clusters Score -852258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -852258.187500 Penalty: 3151.889893
	Iteration 44Q: 3 clusters Score -852258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -852258.187500 Penalty: 3151.889893
	Iteration 45F: 3 clusters Score -852258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Entering Unmasked Estep 
Score: -462166.625000 Penalty: 1474.050171
	Iteration 0F: 2 clusters Score -462166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -455872.250000 Penalty: 2948.100342
	Iteration 0F: 3 clusters Score -455872.2 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -457823.812500 Penalty: 2948.100342
	Iteration 1F: 3 clusters Score -457823.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -458030.718750 Penalty: 2948.100342
	Iteration 2F: 3 clusters Score -458030.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -458170.531250 Penalty: 2948.100342
	Iteration 3Q: 3 clusters Score -458170.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -458305.250000 Penalty: 2948.100342
	Iteration 4Q: 3 clusters Score -458305.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -458422.875000 Penalty: 2948.100342
	Iteration 5Q: 3 clusters Score -458422.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -458513.250000 Penalty: 2948.100342
	Iteration 6Q: 3 clusters Score -458513.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -458594.718750 Penalty: 2948.100342
	Iteration 7Q: 3 clusters Score -458594.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -458675.625000 Penalty: 2948.100342
	Iteration 8Q: 3 clusters Score -458675.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -458769.031250 Penalty: 2948.100342
	Iteration 9Q: 3 clusters Score -458769 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -458897.093750 Penalty: 2948.100342
	Iteration 10Q: 3 clusters Score -458897.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -459054.718750 Penalty: 2948.100342
	Iteration 11Q: 3 clusters Score -459054.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -459233.437500 Penalty: 2948.100342
	Iteration 12Q: 3 clusters Score -459233.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -459444.031250 Penalty: 2948.100342
	Iteration 13Q: 3 clusters Score -459444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -459692.125000 Penalty: 2948.100342
	Iteration 14Q: 3 clusters Score -459692.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -459932.375000 Penalty: 2948.100342
	Iteration 15Q: 3 clusters Score -459932.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -460089.875000 Penalty: 2948.100342
	Iteration 16Q: 3 clusters Score -460089.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -460198.437500 Penalty: 2948.100342
	Iteration 17Q: 3 clusters Score -460198.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -460262.562500 Penalty: 2948.100342
	Iteration 18Q: 3 clusters Score -460262.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -460303.375000 Penalty: 2948.100342
	Iteration 19Q: 3 clusters Score -460303.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -460342.937500 Penalty: 2948.100342
	Iteration 20F: 3 clusters Score -460342.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -460370.937500 Penalty: 2948.100342
	Iteration 21Q: 3 clusters Score -460370.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -460398.562500 Penalty: 2948.100342
	Iteration 22Q: 3 clusters Score -460398.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -460419.656250 Penalty: 2948.100342
	Iteration 23Q: 3 clusters Score -460419.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -460445.906250 Penalty: 2948.100342
	Iteration 24Q: 3 clusters Score -460445.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -460476.718750 Penalty: 2948.100342
	Iteration 25Q: 3 clusters Score -460476.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -460501.218750 Penalty: 2948.100342
	Iteration 26Q: 3 clusters Score -460501.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -460517.125000 Penalty: 2948.100342
	Iteration 27Q: 3 clusters Score -460517.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -460528.500000 Penalty: 2948.100342
	Iteration 28Q: 3 clusters Score -460528.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -460537.031250 Penalty: 2948.100342
	Iteration 29Q: 3 clusters Score -460537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -460546.406250 Penalty: 2948.100342
	Iteration 30Q: 3 clusters Score -460546.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -460553.375000 Penalty: 2948.100342
	Iteration 31Q: 3 clusters Score -460553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -460557.250000 Penalty: 2948.100342
	Iteration 32Q: 3 clusters Score -460557.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -460565.125000 Penalty: 2948.100342
	Iteration 33Q: 3 clusters Score -460565.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -460569.031250 Penalty: 2948.100342
	Iteration 34Q: 3 clusters Score -460569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -460575.187500 Penalty: 2948.100342
	Iteration 35Q: 3 clusters Score -460575.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -460581.125000 Penalty: 2948.100342
	Iteration 36Q: 3 clusters Score -460581.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -460586.125000 Penalty: 2948.100342
	Iteration 37Q: 3 clusters Score -460586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -460590.031250 Penalty: 2948.100342
	Iteration 38Q: 3 clusters Score -460590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -460594.750000 Penalty: 2948.100342
	Iteration 39Q: 3 clusters Score -460594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -460598.093750 Penalty: 2948.100342
	Iteration 40F: 3 clusters Score -460598.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -460597.937500 Penalty: 2948.100342
	Iteration 41Q: 3 clusters Score -460597.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -460600.781250 Penalty: 2948.100342
	Iteration 42Q: 3 clusters Score -460600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -460602.468750 Penalty: 2948.100342
	Iteration 43Q: 3 clusters Score -460602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -460603.812500 Penalty: 2948.100342
	Iteration 44Q: 3 clusters Score -460603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -460604.906250 Penalty: 2948.100342
	Iteration 45Q: 3 clusters Score -460604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -460606.812500 Penalty: 2948.100342
	Iteration 46Q: 3 clusters Score -460606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -460607.937500 Penalty: 2948.100342
	Iteration 47Q: 3 clusters Score -460607.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -460609.093750 Penalty: 2948.100342
	Iteration 48Q: 3 clusters Score -460609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -460610.093750 Penalty: 2948.100342
	Iteration 49Q: 3 clusters Score -460610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -460610.187500 Penalty: 2948.100342
	Iteration 50Q: 3 clusters Score -460610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -460611.562500 Penalty: 2948.100342
	Iteration 51Q: 3 clusters Score -460611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -460611.156250 Penalty: 2948.100342
	Iteration 52Q: 3 clusters Score -460611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -460612.718750 Penalty: 2948.100342
	Iteration 53Q: 3 clusters Score -460612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -460612.281250 Penalty: 2948.100342
	Iteration 54Q: 3 clusters Score -460612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -460612.781250 Penalty: 2948.100342
	Iteration 55Q: 3 clusters Score -460612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -460613.718750 Penalty: 2948.100342
	Iteration 56Q: 3 clusters Score -460613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -460613.375000 Penalty: 2948.100342
	Iteration 57Q: 3 clusters Score -460613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -460614.218750 Penalty: 2948.100342
	Iteration 58Q: 3 clusters Score -460614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -460614.375000 Penalty: 2948.100342
	Iteration 59Q: 3 clusters Score -460614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -460614.937500 Penalty: 2948.100342
	Iteration 60F: 3 clusters Score -460614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -460615.406250 Penalty: 2948.100342
	Iteration 61Q: 3 clusters Score -460615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -460616.093750 Penalty: 2948.100342
	Iteration 62Q: 3 clusters Score -460616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -460615.812500 Penalty: 2948.100342
	Iteration 63Q: 3 clusters Score -460615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -460616.906250 Penalty: 2948.100342
	Iteration 64Q: 3 clusters Score -460616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -460616.156250 Penalty: 2948.100342
	Iteration 65Q: 3 clusters Score -460616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -460619.093750 Penalty: 2948.100342
	Iteration 66Q: 3 clusters Score -460619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -460619.593750 Penalty: 2948.100342
	Iteration 67Q: 3 clusters Score -460619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -460620.531250 Penalty: 2948.100342
	Iteration 68Q: 3 clusters Score -460620.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -460621.218750 Penalty: 2948.100342
	Iteration 69Q: 3 clusters Score -460621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -460623.875000 Penalty: 2948.100342
	Iteration 70Q: 3 clusters Score -460623.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -460626.656250 Penalty: 2948.100342
	Iteration 71Q: 3 clusters Score -460626.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -460629.875000 Penalty: 2948.100342
	Iteration 72Q: 3 clusters Score -460629.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -460633.062500 Penalty: 2948.100342
	Iteration 73Q: 3 clusters Score -460633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -460636.406250 Penalty: 2948.100342
	Iteration 74Q: 3 clusters Score -460636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -460638.187500 Penalty: 2948.100342
	Iteration 75Q: 3 clusters Score -460638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -460640.343750 Penalty: 2948.100342
	Iteration 76Q: 3 clusters Score -460640.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -460640.250000 Penalty: 2948.100342
	Iteration 77Q: 3 clusters Score -460640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -460640.250000 Penalty: 2948.100342
	Iteration 78F: 3 clusters Score -460640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36314 members 
Mstep: Class 3 contains 210605 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 9 contains 104070 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 10512 members 
Mstep: Class 17 contains 16287 members 
Mstep: Class 18 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 847.091675 but Gain 2142.240234
Score: -26512140.000000 Penalty: 32133.591797
Iteration 39Q: 16 clusters Score -2.651214e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 210759 members 
Mstep: Class 4 contains 90743 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 18730 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 9 contains 104777 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 8650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514038.000000 Penalty: 32133.591797
Iteration 40F: 16 clusters Score -2.651404e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 35533 members 
Mstep: Class 3 contains 210744 members 
Mstep: Class 4 contains 90420 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 9 contains 105163 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 12 contains 12348 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 10469 members 
Mstep: Class 17 contains 16221 members 
Mstep: Class 18 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514424.000000 Penalty: 32133.591797
Iteration 41Q: 16 clusters Score -2.651442e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 210709 members 
Mstep: Class 4 contains 90132 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 5765 members 
Mstep: Class 9 contains 105498 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 12234 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 17 contains 16197 members 
Mstep: Class 18 contains 8557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514634.000000 Penalty: 32133.591797
Iteration 42Q: 16 clusters Score -2.651463e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35153 members 
Mstep: Class 3 contains 210658 members 
Mstep: Class 4 contains 89890 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 18733 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 9 contains 105766 members 
Mstep: Class 10 contains 3931 members 
Mstep: Class 12 contains 12136 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 10377 members 
Mstep: Class 17 contains 16191 members 
Mstep: Class 18 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514640.000000 Penalty: 32133.591797
Iteration 43Q: 16 clusters Score -2.651464e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35014 members 
Mstep: Class 3 contains 210604 members 
Mstep: Class 4 contains 89683 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 18737 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 9 contains 106023 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 12 contains 12049 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 10350 members 
Mstep: Class 17 contains 16198 members 
Mstep: Class 18 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514794.000000 Penalty: 32133.591797
Iteration 44Q: 16 clusters Score -2.651479e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 34904 members 
Mstep: Class 3 contains 210593 members 
Mstep: Class 4 contains 89469 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 18714 members 
Mstep: Class 7 contains 5696 members 
Mstep: Class 9 contains 106273 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 12 contains 11982 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 17 contains 16194 members 
Mstep: Class 18 contains 8499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515008.000000 Penalty: 32133.591797
Iteration 45Q: 16 clusters Score -2.651501e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 34830 members 
Mstep: Class 3 contains 210560 members 
Mstep: Class 4 contains 89294 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 18699 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 9 contains 106477 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 12 contains 11913 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 10298 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 18 contains 8491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515030.000000 Penalty: 32133.591797
Iteration 46Q: 16 clusters Score -2.651503e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 34768 members 
Mstep: Class 3 contains 210531 members 
Mstep: Class 4 contains 89130 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 18688 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 9 contains 106674 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 12 contains 11865 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 17 contains 16175 members 
Mstep: Class 18 contains 8482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515112.000000 Penalty: 32133.591797
Iteration 47Q: 16 clusters Score -2.651511e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 34728 members 
Mstep: Class 3 contains 210522 members 
Mstep: Class 4 contains 88987 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 18678 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 9 contains 106835 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 12 contains 11819 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 10267 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 8473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515258.000000 Penalty: 32133.591797
Iteration 48Q: 16 clusters Score -2.651526e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 34707 members 
Mstep: Class 3 contains 210509 members 
Mstep: Class 4 contains 88868 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 18680 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 9 contains 106984 members 
Mstep: Class 10 contains 4062 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 4430 members 
Mstep: Class 14 contains 6368 members 
Mstep: Class 15 contains 10248 members 
Mstep: Class 17 contains 16167 members 
Mstep: Class 18 contains 8473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515448.000000 Penalty: 32133.591797
Iteration 49Q: 16 clusters Score -2.651545e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 34688 members 
Mstep: Class 3 contains 210465 members 
Mstep: Class 4 contains 88771 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 18686 members 
Mstep: Class 7 contains 5614 members 
Mstep: Class 9 contains 107110 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 6437 members 
Mstep: Class 15 contains 10239 members 
Mstep: Class 17 contains 16152 members 
Mstep: Class 18 contains 8470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515518.000000 Penalty: 32133.591797
Iteration 50Q: 16 clusters Score -2.651552e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 34675 members 
Mstep: Class 3 contains 210441 members 
Mstep: Class 4 contains 88663 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 18684 members 
Mstep: Class 7 contains 5597 members 
Mstep: Class 9 contains 107226 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 17 contains 16136 members 
Mstep: Class 18 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515544.000000 Penalty: 32133.591797
Iteration 51Q: 16 clusters Score -2.651554e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 34652 members 
Mstep: Class 3 contains 210387 members 
Mstep: Class 4 contains 88558 members 
Mstep: Class 5 contains 2648 members 
Mstep: Class 6 contains 18672 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 9 contains 107358 members 
Mstep: Class 10 contains 4089 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 10227 members 
Mstep: Class 17 contains 16113 members 
Mstep: Class 18 contains 8460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515574.000000 Penalty: 32133.591797
Iteration 52Q: 16 clusters Score -2.651557e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 34636 members 
Mstep: Class 3 contains 210368 members 
Mstep: Class 4 contains 88463 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 18652 members 
Mstep: Class 7 contains 5588 members 
Mstep: Class 9 contains 107470 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 12 contains 11615 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 6609 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 17 contains 16091 members 
Mstep: Class 18 contains 8460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515514.000000 Penalty: 32133.591797
Iteration 53Q: 16 clusters Score -2.651551e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34627 members 
Mstep: Class 3 contains 210321 members 
Mstep: Class 4 contains 88381 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 18644 members 
Mstep: Class 7 contains 5587 members 
Mstep: Class 9 contains 107559 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 4508 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 10224 members 
Mstep: Class 17 contains 16080 members 
Mstep: Class 18 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515558.000000 Penalty: 32133.591797
Iteration 54Q: 16 clusters Score -2.651556e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34625 members 
Mstep: Class 3 contains 210274 members 
Mstep: Class 4 contains 88315 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 18632 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 9 contains 107633 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 12 contains 11581 members 
Mstep: Class 13 contains 4510 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 10231 members 
Mstep: Class 17 contains 16070 members 
Mstep: Class 18 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515622.000000 Penalty: 32133.591797
Iteration 55Q: 16 clusters Score -2.651562e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34628 members 
Mstep: Class 3 contains 210229 members 
Mstep: Class 4 contains 88267 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 18627 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 9 contains 107687 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 6719 members 
Mstep: Class 15 contains 10231 members 
Mstep: Class 17 contains 16057 members 
Mstep: Class 18 contains 8433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515644.000000 Penalty: 32133.591797
Iteration 56Q: 16 clusters Score -2.651564e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34637 members 
Mstep: Class 3 contains 210211 members 
Mstep: Class 4 contains 88211 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 18623 members 
Mstep: Class 7 contains 5569 members 
Mstep: Class 9 contains 107738 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 4507 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 10232 members 
Mstep: Class 17 contains 16039 members 
Mstep: Class 18 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515664.000000 Penalty: 32133.591797
Iteration 57Q: 16 clusters Score -2.651566e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 34657 members 
Mstep: Class 3 contains 210180 members 
Mstep: Class 4 contains 88167 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 18619 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 9 contains 107784 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 6755 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 17 contains 16026 members 
Mstep: Class 18 contains 8426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515732.000000 Penalty: 32133.591797
Iteration 58Q: 16 clusters Score -2.651573e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34669 members 
Mstep: Class 3 contains 210163 members 
Mstep: Class 4 contains 88134 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 18608 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 9 contains 107830 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 6767 members 
Mstep: Class 15 contains 10236 members 
Mstep: Class 17 contains 16013 members 
Mstep: Class 18 contains 8421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515736.000000 Penalty: 32133.591797
Iteration 59Q: 16 clusters Score -2.651574e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 34674 members 
Mstep: Class 3 contains 210136 members 
Mstep: Class 4 contains 88111 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 18599 members 
Mstep: Class 7 contains 5559 members 
Mstep: Class 9 contains 107866 members 
Mstep: Class 10 contains 4119 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 17 contains 16001 members 
Mstep: Class 18 contains 8416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515728.000000 Penalty: 32133.591797
Iteration 60F: 16 clusters Score -2.651573e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 34688 members 
Mstep: Class 3 contains 210129 members 
Mstep: Class 4 contains 88087 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 9 contains 107891 members 
Mstep: Class 10 contains 4120 members 
Mstep: Class 12 contains 11514 members 
Mstep: Class 13 contains 4526 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 10242 members 
Mstep: Class 17 contains 15992 members 
Mstep: Class 18 contains 8409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515730.000000 Penalty: 32133.591797
Iteration 61Q: 16 clusters Score -2.651573e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 210122 members 
Mstep: Class 4 contains 88069 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 18586 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 9 contains 107915 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 10255 members 
Mstep: Class 17 contains 15980 members 
Mstep: Class 18 contains 8401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515754.000000 Penalty: 32133.591797
Iteration 62Q: 16 clusters Score -2.651575e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34679 members 
Mstep: Class 3 contains 210106 members 
Mstep: Class 4 contains 88050 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 18577 members 
Mstep: Class 7 contains 5561 members 
Mstep: Class 9 contains 107942 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 12 contains 11499 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 17 contains 15971 members 
Mstep: Class 18 contains 8392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515716.000000 Penalty: 32133.591797
Iteration 63Q: 16 clusters Score -2.651572e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34671 members 
Mstep: Class 3 contains 210092 members 
Mstep: Class 4 contains 88031 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 18567 members 
Mstep: Class 7 contains 5569 members 
Mstep: Class 9 contains 107961 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 12 contains 11495 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 6856 members 
Mstep: Class 15 contains 10278 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 8382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515678.000000 Penalty: 32133.591797
Iteration 64Q: 16 clusters Score -2.651568e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 34664 members 
Mstep: Class 3 contains 210067 members 
Mstep: Class 4 contains 88011 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 18560 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 9 contains 107990 members 
Mstep: Class 10 contains 4128 members 
Mstep: Class 12 contains 11490 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515690.000000 Penalty: 32133.591797
Iteration 65Q: 16 clusters Score -2.651569e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34657 members 
Mstep: Class 3 contains 210050 members 
Mstep: Class 4 contains 87986 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 18558 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 9 contains 108007 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 12 contains 11486 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 14 contains 6913 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515706.000000 Penalty: 32133.591797
Iteration 66Q: 16 clusters Score -2.651571e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34650 members 
Mstep: Class 3 contains 210051 members 
Mstep: Class 4 contains 87970 members 
Mstep: Class 5 contains 2755 members 
Mstep: Class 6 contains 18556 members 
Mstep: Class 7 contains 5565 members 
Mstep: Class 9 contains 108013 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 12 contains 11483 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 6941 members 
Mstep: Class 15 contains 10338 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515750.000000 Penalty: 32133.591797
Iteration 67Q: 16 clusters Score -2.651575e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34655 members 
Mstep: Class 3 contains 210031 members 
Mstep: Class 4 contains 87958 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 18553 members 
Mstep: Class 7 contains 5565 members 
Mstep: Class 9 contains 108025 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 12 contains 11480 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 6960 members 
Mstep: Class 15 contains 10349 members 
Mstep: Class 17 contains 15913 members 
Mstep: Class 18 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515736.000000 Penalty: 32133.591797
Iteration 68Q: 16 clusters Score -2.651574e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34653 members 
Mstep: Class 3 contains 210025 members 
Mstep: Class 4 contains 87943 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 18551 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 9 contains 108054 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 12 contains 11473 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 6979 members 
Mstep: Class 15 contains 10364 members 
Mstep: Class 17 contains 15894 members 
Mstep: Class 18 contains 8292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515698.000000 Penalty: 32133.591797
Iteration 69Q: 16 clusters Score -2.65157e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 34649 members 
Mstep: Class 3 contains 210008 members 
Mstep: Class 4 contains 87930 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 9 contains 108072 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515666.000000 Penalty: 32133.591797
Iteration 70Q: 16 clusters Score -2.651567e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 34657 members 
Mstep: Class 3 contains 209988 members 
Mstep: Class 4 contains 87913 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 18546 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 9 contains 108082 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 14 contains 7017 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 17 contains 15880 members 
Mstep: Class 18 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515698.000000 Penalty: 32133.591797
Iteration 71Q: 16 clusters Score -2.65157e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 34669 members 
Mstep: Class 3 contains 209965 members 
Mstep: Class 4 contains 87906 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 18543 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 9 contains 108081 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 12 contains 11456 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 7039 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515732.000000 Penalty: 32133.591797
Iteration 72Q: 16 clusters Score -2.651573e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34688 members 
Mstep: Class 3 contains 209939 members 
Mstep: Class 4 contains 87892 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 18542 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 9 contains 108085 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 10423 members 
Mstep: Class 17 contains 15863 members 
Mstep: Class 18 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515726.000000 Penalty: 32133.591797
Iteration 73Q: 16 clusters Score -2.651573e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 34704 members 
Mstep: Class 3 contains 209915 members 
Mstep: Class 4 contains 87875 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 18539 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 9 contains 108093 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 12 contains 11448 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 7070 members 
Mstep: Class 15 contains 10442 members 
Mstep: Class 17 contains 15862 members 
Mstep: Class 18 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515752.000000 Penalty: 32133.591797
Iteration 74Q: 16 clusters Score -2.651575e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 34713 members 
Mstep: Class 3 contains 209892 members 
Mstep: Class 4 contains 87867 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 18537 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 9 contains 108102 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 12 contains 11442 members 
Mstep: Class 13 contains 4544 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 10467 members 
Mstep: Class 17 contains 15855 members 
Mstep: Class 18 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515778.000000 Penalty: 32133.591797
Iteration 75Q: 16 clusters Score -2.651578e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34730 members 
Mstep: Class 3 contains 209877 members 
Mstep: Class 4 contains 87861 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 18533 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 9 contains 108105 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 12 contains 11433 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 7096 members 
Mstep: Class 15 contains 10485 members 
Mstep: Class 17 contains 15845 members 
Mstep: Class 18 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515748.000000 Penalty: 32133.591797
Iteration 76Q: 16 clusters Score -2.651575e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 34755 members 
Mstep: Class 3 contains 209870 members 
Mstep: Class 4 contains 87859 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 18533 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 9 contains 108098 members 
Mstep: Class 10 contains 4143 members 
Mstep: Class 12 contains 11428 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 7105 members 
Mstep: Class 15 contains 10517 members 
Mstep: Class 17 contains 15832 members 
Mstep: Class 18 contains 8123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515794.000000 Penalty: 32133.591797
Iteration 77Q: 16 clusters Score -2.651579e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34782 members 
Mstep: Class 3 contains 209861 members 
Mstep: Class 4 contains 87848 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 9 contains 108093 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 7115 members 
Mstep: Class 15 contains 10543 members 
Mstep: Class 17 contains 15822 members 
Mstep: Class 18 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515776.000000 Penalty: 32133.591797
Iteration 78Q: 16 clusters Score -2.651578e+07 nChanged 224
Entering ConstructFrom: 
Score: -26515776.000000 Penalty: 32133.591797
Entering ConstructFrom: 
Trying to split cluster 1 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -103339.187500 Penalty: 1237.485962
	Iteration 0F: 2 clusters Score -103339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -101183.750000 Penalty: 2474.971924
	Iteration 0F: 3 clusters Score -101183.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -101622.101562 Penalty: 2474.971924
	Iteration 1F: 3 clusters Score -101622.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -101733.539062 Penalty: 2474.971924
	Iteration 2F: 3 clusters Score -101733.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -101794.031250 Penalty: 2474.971924
	Iteration 3F: 3 clusters Score -101794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -101846.296875 Penalty: 2474.971924
	Iteration 4Q: 3 clusters Score -101846.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -101877.796875 Penalty: 2474.971924
	Iteration 5Q: 3 clusters Score -101877.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -101902.859375 Penalty: 2474.971924
	Iteration 6Q: 3 clusters Score -101902.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -101927.007812 Penalty: 2474.971924
	Iteration 7Q: 3 clusters Score -101927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -101952.085938 Penalty: 2474.971924
	Iteration 8Q: 3 clusters Score -101952.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -101973.031250 Penalty: 2474.971924
	Iteration 9Q: 3 clusters Score -101973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -101988.359375 Penalty: 2474.971924
	Iteration 10Q: 3 clusters Score -101988.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -102001.015625 Penalty: 2474.971924
	Iteration 11Q: 3 clusters Score -102001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -102010.445312 Penalty: 2474.971924
	Iteration 12Q: 3 clusters Score -102010.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -102020.648438 Penalty: 2474.971924
	Iteration 13Q: 3 clusters Score -102020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -102026.007812 Penalty: 2474.971924
	Iteration 14Q: 3 clusters Score -102026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -102036.460938 Penalty: 2474.971924
	Iteration 15Q: 3 clusters Score -102036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -102042.953125 Penalty: 2474.971924
	Iteration 16Q: 3 clusters Score -102043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -102050.148438 Penalty: 2474.971924
	Iteration 17Q: 3 clusters Score -102050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -102054.726562 Penalty: 2474.971924
	Iteration 18Q: 3 clusters Score -102054.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -102062.703125 Penalty: 2474.971924
	Iteration 19Q: 3 clusters Score -102062.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -102075.187500 Penalty: 2474.971924
	Iteration 20F: 3 clusters Score -102075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -102088.703125 Penalty: 2474.971924
	Iteration 21Q: 3 clusters Score -102088.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -102098.187500 Penalty: 2474.971924
	Iteration 22Q: 3 clusters Score -102098.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -102108.000000 Penalty: 2474.971924
	Iteration 23Q: 3 clusters Score -102108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -102116.890625 Penalty: 2474.971924
	Iteration 24Q: 3 clusters Score -102116.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -102123.453125 Penalty: 2474.971924
	Iteration 25Q: 3 clusters Score -102123.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -102130.234375 Penalty: 2474.971924
	Iteration 26Q: 3 clusters Score -102130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -102134.921875 Penalty: 2474.971924
	Iteration 27Q: 3 clusters Score -102134.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -102139.257812 Penalty: 2474.971924
	Iteration 28Q: 3 clusters Score -102139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -102142.539062 Penalty: 2474.971924
	Iteration 29Q: 3 clusters Score -102142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -102146.531250 Penalty: 2474.971924
	Iteration 30Q: 3 clusters Score -102146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -102147.398438 Penalty: 2474.971924
	Iteration 31Q: 3 clusters Score -102147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -102147.945312 Penalty: 2474.971924
	Iteration 32Q: 3 clusters Score -102147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -102147.945312 Penalty: 2474.971924
	Iteration 33F: 3 clusters Score -102147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Entering Unmasked Estep 
Score: -1827054.000000 Penalty: 1699.290405
	Iteration 0F: 2 clusters Score -1827054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1803769.000000 Penalty: 3398.580811
	Iteration 0F: 3 clusters Score -1803769 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1812948.750000 Penalty: 3398.580811
	Iteration 1F: 3 clusters Score -1812949 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1813820.500000 Penalty: 3398.580811
	Iteration 2F: 3 clusters Score -1813820 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -1815108.625000 Penalty: 3398.580811
	Iteration 3F: 3 clusters Score -1815109 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -1817075.875000 Penalty: 3398.580811
	Iteration 4F: 3 clusters Score -1817076 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -1819446.875000 Penalty: 3398.580811
	Iteration 5F: 3 clusters Score -1819447 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -1821544.125000 Penalty: 3398.580811
	Iteration 6F: 3 clusters Score -1821544 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -1823173.500000 Penalty: 3398.580811
	Iteration 7F: 3 clusters Score -1823174 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -1824336.000000 Penalty: 3398.580811
	Iteration 8Q: 3 clusters Score -1824336 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -1824940.750000 Penalty: 3398.580811
	Iteration 9Q: 3 clusters Score -1824941 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -1825257.250000 Penalty: 3398.580811
	Iteration 10Q: 3 clusters Score -1825257 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -1825434.125000 Penalty: 3398.580811
	Iteration 11Q: 3 clusters Score -1825434 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -1825545.500000 Penalty: 3398.580811
	Iteration 12Q: 3 clusters Score -1825546 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -1825616.000000 Penalty: 3398.580811
	Iteration 13Q: 3 clusters Score -1825616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -1825665.125000 Penalty: 3398.580811
	Iteration 14Q: 3 clusters Score -1825665 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -1825699.750000 Penalty: 3398.580811
	Iteration 15Q: 3 clusters Score -1825700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -1825725.875000 Penalty: 3398.580811
	Iteration 16Q: 3 clusters Score -1825726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -1825748.250000 Penalty: 3398.580811
	Iteration 17Q: 3 clusters Score -1825748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -1825775.500000 Penalty: 3398.580811
	Iteration 18Q: 3 clusters Score -1825776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -1825784.625000 Penalty: 3398.580811
	Iteration 19Q: 3 clusters Score -1825785 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -1825799.750000 Penalty: 3398.580811
	Iteration 20F: 3 clusters Score -1825800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -1825810.500000 Penalty: 3398.580811
	Iteration 21Q: 3 clusters Score -1825810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -1825810.375000 Penalty: 3398.580811
	Iteration 22Q: 3 clusters Score -1825810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -1825818.375000 Penalty: 3398.580811
	Iteration 23Q: 3 clusters Score -1825818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -1825821.125000 Penalty: 3398.580811
	Iteration 24Q: 3 clusters Score -1825821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -1825834.750000 Penalty: 3398.580811
	Iteration 25Q: 3 clusters Score -1825835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -1825836.750000 Penalty: 3398.580811
	Iteration 26Q: 3 clusters Score -1825837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -1825838.750000 Penalty: 3398.580811
	Iteration 27Q: 3 clusters Score -1825839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -1825842.625000 Penalty: 3398.580811
	Iteration 28Q: 3 clusters Score -1825843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -1825849.500000 Penalty: 3398.580811
	Iteration 29Q: 3 clusters Score -1825850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -1825848.750000 Penalty: 3398.580811
	Iteration 30Q: 3 clusters Score -1825849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -1825852.875000 Penalty: 3398.580811
	Iteration 31Q: 3 clusters Score -1825853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -1825852.875000 Penalty: 3398.580811
	Iteration 32Q: 3 clusters Score -1825853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -1825855.875000 Penalty: 3398.580811
	Iteration 33Q: 3 clusters Score -1825856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -1825857.125000 Penalty: 3398.580811
	Iteration 34Q: 3 clusters Score -1825857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -1825857.000000 Penalty: 3398.580811
	Iteration 35Q: 3 clusters Score -1825857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -1825856.250000 Penalty: 3398.580811
	Iteration 36Q: 3 clusters Score -1825856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -1825855.125000 Penalty: 3398.580811
	Iteration 37Q: 3 clusters Score -1825855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -1825856.375000 Penalty: 3398.580811
	Iteration 38Q: 3 clusters Score -1825856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -1825861.125000 Penalty: 3398.580811
	Iteration 39Q: 3 clusters Score -1825861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -1825866.875000 Penalty: 3398.580811
	Iteration 40F: 3 clusters Score -1825867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -1825868.375000 Penalty: 3398.580811
	Iteration 41Q: 3 clusters Score -1825868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -1825865.625000 Penalty: 3398.580811
	Iteration 42Q: 3 clusters Score -1825866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -1825871.000000 Penalty: 3398.580811
	Iteration 43Q: 3 clusters Score -1825871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -1825867.000000 Penalty: 3398.580811
	Iteration 44Q: 3 clusters Score -1825867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -1825868.625000 Penalty: 3398.580811
	Iteration 45Q: 3 clusters Score -1825869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -1825870.375000 Penalty: 3398.580811
	Iteration 46Q: 3 clusters Score -1825870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -1825869.875000 Penalty: 3398.580811
	Iteration 47Q: 3 clusters Score -1825870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -1825871.875000 Penalty: 3398.580811
	Iteration 48Q: 3 clusters Score -1825872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -1825875.750000 Penalty: 3398.580811
	Iteration 49Q: 3 clusters Score -1825876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -1825874.625000 Penalty: 3398.580811
	Iteration 50Q: 3 clusters Score -1825875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -1825878.625000 Penalty: 3398.580811
	Iteration 51Q: 3 clusters Score -1825879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -1825880.875000 Penalty: 3398.580811
	Iteration 52Q: 3 clusters Score -1825881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -1825879.750000 Penalty: 3398.580811
	Iteration 53Q: 3 clusters Score -1825880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -1825877.750000 Penalty: 3398.580811
	Iteration 54Q: 3 clusters Score -1825878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -1825877.375000 Penalty: 3398.580811
	Iteration 55Q: 3 clusters Score -1825877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -1825881.125000 Penalty: 3398.580811
	Iteration 56Q: 3 clusters Score -1825881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -1825881.375000 Penalty: 3398.580811
	Iteration 57Q: 3 clusters Score -1825881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -1825881.625000 Penalty: 3398.580811
	Iteration 58Q: 3 clusters Score -1825882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -1825880.500000 Penalty: 3398.580811
	Iteration 59Q: 3 clusters Score -1825880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -1825880.500000 Penalty: 3398.580811
	Iteration 60F: 3 clusters Score -1825880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -1825880.625000 Penalty: 3398.580811
	Iteration 61Q: 3 clusters Score -1825881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -1825881.625000 Penalty: 3398.580811
	Iteration 62Q: 3 clusters Score -1825882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -1825882.625000 Penalty: 3398.580811
	Iteration 63Q: 3 clusters Score -1825883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -1825881.500000 Penalty: 3398.580811
	Iteration 64Q: 3 clusters Score -1825882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -1825881.375000 Penalty: 3398.580811
	Iteration 65Q: 3 clusters Score -1825881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -1825881.000000 Penalty: 3398.580811
	Iteration 66Q: 3 clusters Score -1825881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -1825882.875000 Penalty: 3398.580811
	Iteration 67Q: 3 clusters Score -1825883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -1825883.000000 Penalty: 3398.580811
	Iteration 68Q: 3 clusters Score -1825883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -1825885.000000 Penalty: 3398.580811
	Iteration 69Q: 3 clusters Score -1825885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -1825885.000000 Penalty: 3398.580811
	Iteration 70F: 3 clusters Score -1825885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (209855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209855 members 
Entering Unmasked Estep 
Score: -10946829.000000 Penalty: 1991.302979
	Iteration 0F: 2 clusters Score -1.094683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104761 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -10805671.000000 Penalty: 3982.605957
	Iteration 0F: 3 clusters Score -1.080567e+07 nChanged 101875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
Score: -10865269.000000 Penalty: 3982.605957
	Iteration 1F: 3 clusters Score -1.086527e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -10866171.000000 Penalty: 3982.605957
	Iteration 2Q: 3 clusters Score -1.086617e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -10867299.000000 Penalty: 3982.605957
	Iteration 3Q: 3 clusters Score -1.08673e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -10868990.000000 Penalty: 3982.605957
	Iteration 4Q: 3 clusters Score -1.086899e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -10872056.000000 Penalty: 3982.605957
	Iteration 5Q: 3 clusters Score -1.087206e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 135302 members 
Entering Unmasked Estep 
Score: -10878183.000000 Penalty: 3982.605957
	Iteration 6F: 3 clusters Score -1.087818e+07 nChanged 16235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -10889753.000000 Penalty: 3982.605957
	Iteration 7F: 3 clusters Score -1.088975e+07 nChanged 19704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 171007 members 
Entering Unmasked Estep 
Score: -10907214.000000 Penalty: 3982.605957
	Iteration 8F: 3 clusters Score -1.090721e+07 nChanged 18641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 189632 members 
Entering Unmasked Estep 
Score: -10925710.000000 Penalty: 3982.605957
	Iteration 9F: 3 clusters Score -1.092571e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 201823 members 
Entering Unmasked Estep 
Score: -10937641.000000 Penalty: 3982.605957
	Iteration 10F: 3 clusters Score -1.093764e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 207151 members 
Entering Unmasked Estep 
Score: -10942730.000000 Penalty: 3982.605957
	Iteration 11Q: 3 clusters Score -1.094273e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 208923 members 
Entering Unmasked Estep 
Score: -10944370.000000 Penalty: 3982.605957
	Iteration 12Q: 3 clusters Score -1.094437e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 209413 members 
Entering Unmasked Estep 
Score: -10944870.000000 Penalty: 3982.605957
	Iteration 13Q: 3 clusters Score -1.094487e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 209539 members 
Entering Unmasked Estep 
Score: -10945042.000000 Penalty: 3982.605957
	Iteration 14Q: 3 clusters Score -1.094504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209578 members 
Entering Unmasked Estep 
Score: -10945107.000000 Penalty: 3982.605957
	Iteration 15Q: 3 clusters Score -1.094511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209595 members 
Entering Unmasked Estep 
Score: -10945156.000000 Penalty: 3982.605957
	Iteration 16Q: 3 clusters Score -1.094516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209603 members 
Entering Unmasked Estep 
Score: -10945183.000000 Penalty: 3982.605957
	Iteration 17Q: 3 clusters Score -1.094518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 209602 members 
Entering Unmasked Estep 
Score: -10945206.000000 Penalty: 3982.605957
	Iteration 18Q: 3 clusters Score -1.094521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209609 members 
Entering Unmasked Estep 
Score: -10945231.000000 Penalty: 3982.605957
	Iteration 19Q: 3 clusters Score -1.094523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 209608 members 
Entering Unmasked Estep 
Score: -10945236.000000 Penalty: 3982.605957
	Iteration 20F: 3 clusters Score -1.094524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 209605 members 
Entering Unmasked Estep 
Score: -10945242.000000 Penalty: 3982.605957
	Iteration 21Q: 3 clusters Score -1.094524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 209604 members 
Entering Unmasked Estep 
Score: -10945245.000000 Penalty: 3982.605957
	Iteration 22Q: 3 clusters Score -1.094524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209603 members 
Entering Unmasked Estep 
Score: -10945248.000000 Penalty: 3982.605957
	Iteration 23Q: 3 clusters Score -1.094525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209603 members 
Entering Unmasked Estep 
Score: -10945248.000000 Penalty: 3982.605957
	Iteration 24F: 3 clusters Score -1.094525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Entering Unmasked Estep 
Score: -4486822.500000 Penalty: 1849.779907
	Iteration 0F: 2 clusters Score -4486822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -4428157.000000 Penalty: 3699.559814
	Iteration 0F: 3 clusters Score -4428157 nChanged 41917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -4452830.500000 Penalty: 3699.559814
	Iteration 1F: 3 clusters Score -4452830 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -4454440.500000 Penalty: 3699.559814
	Iteration 2Q: 3 clusters Score -4454440 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -4456973.000000 Penalty: 3699.559814
	Iteration 3F: 3 clusters Score -4456973 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -4460306.000000 Penalty: 3699.559814
	Iteration 4F: 3 clusters Score -4460306 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -4463677.000000 Penalty: 3699.559814
	Iteration 5F: 3 clusters Score -4463677 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -4467051.500000 Penalty: 3699.559814
	Iteration 6F: 3 clusters Score -4467052 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -4470177.500000 Penalty: 3699.559814
	Iteration 7F: 3 clusters Score -4470178 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -4472737.000000 Penalty: 3699.559814
	Iteration 8F: 3 clusters Score -4472737 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -4474980.500000 Penalty: 3699.559814
	Iteration 9Q: 3 clusters Score -4474980 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -4477007.500000 Penalty: 3699.559814
	Iteration 10Q: 3 clusters Score -4477008 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -4478734.500000 Penalty: 3699.559814
	Iteration 11Q: 3 clusters Score -4478734 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -4480041.000000 Penalty: 3699.559814
	Iteration 12Q: 3 clusters Score -4480041 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -4481047.000000 Penalty: 3699.559814
	Iteration 13Q: 3 clusters Score -4481047 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -4481818.000000 Penalty: 3699.559814
	Iteration 14Q: 3 clusters Score -4481818 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -4482482.000000 Penalty: 3699.559814
	Iteration 15Q: 3 clusters Score -4482482 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -4483050.500000 Penalty: 3699.559814
	Iteration 16Q: 3 clusters Score -4483050 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -4483557.500000 Penalty: 3699.559814
	Iteration 17Q: 3 clusters Score -4483558 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -4484028.000000 Penalty: 3699.559814
	Iteration 18Q: 3 clusters Score -4484028 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -4484538.500000 Penalty: 3699.559814
	Iteration 19Q: 3 clusters Score -4484538 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -4485012.500000 Penalty: 3699.559814
	Iteration 20F: 3 clusters Score -4485012 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -4485445.500000 Penalty: 3699.559814
	Iteration 21Q: 3 clusters Score -4485446 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -4485926.000000 Penalty: 3699.559814
	Iteration 22Q: 3 clusters Score -4485926 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -4486443.000000 Penalty: 3699.559814
	Iteration 23Q: 3 clusters Score -4486443 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -4487059.500000 Penalty: 3699.559814
	Iteration 24Q: 3 clusters Score -4487060 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -4487790.000000 Penalty: 3699.559814
	Iteration 25Q: 3 clusters Score -4487790 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -4488494.500000 Penalty: 3699.559814
	Iteration 26Q: 3 clusters Score -4488494 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -4488972.000000 Penalty: 3699.559814
	Iteration 27Q: 3 clusters Score -4488972 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -4489150.000000 Penalty: 3699.559814
	Iteration 28Q: 3 clusters Score -4489150 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -4489240.000000 Penalty: 3699.559814
	Iteration 29Q: 3 clusters Score -4489240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -4489275.500000 Penalty: 3699.559814
	Iteration 30Q: 3 clusters Score -4489276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -4489286.500000 Penalty: 3699.559814
	Iteration 31Q: 3 clusters Score -4489286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -4489297.000000 Penalty: 3699.559814
	Iteration 32Q: 3 clusters Score -4489297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -4489304.000000 Penalty: 3699.559814
	Iteration 33Q: 3 clusters Score -4489304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -4489301.500000 Penalty: 3699.559814
	Iteration 34Q: 3 clusters Score -4489302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -4489312.000000 Penalty: 3699.559814
	Iteration 35Q: 3 clusters Score -4489312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -4489312.500000 Penalty: 3699.559814
	Iteration 36Q: 3 clusters Score -4489312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -4489310.500000 Penalty: 3699.559814
	Iteration 37Q: 3 clusters Score -4489310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -4489312.500000 Penalty: 3699.559814
	Iteration 38Q: 3 clusters Score -4489312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -4489315.000000 Penalty: 3699.559814
	Iteration 39Q: 3 clusters Score -4489315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -4489311.500000 Penalty: 3699.559814
	Iteration 40F: 3 clusters Score -4489312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -4489316.500000 Penalty: 3699.559814
	Iteration 41Q: 3 clusters Score -4489316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -4489314.000000 Penalty: 3699.559814
	Iteration 42Q: 3 clusters Score -4489314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -4489314.500000 Penalty: 3699.559814
	Iteration 43Q: 3 clusters Score -4489314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -4489311.500000 Penalty: 3699.559814
	Iteration 44Q: 3 clusters Score -4489312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -4489309.000000 Penalty: 3699.559814
	Iteration 45Q: 3 clusters Score -4489309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -4489314.000000 Penalty: 3699.559814
	Iteration 46Q: 3 clusters Score -4489314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -4489319.000000 Penalty: 3699.559814
	Iteration 47Q: 3 clusters Score -4489319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -4489315.000000 Penalty: 3699.559814
	Iteration 48Q: 3 clusters Score -4489315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -4489318.500000 Penalty: 3699.559814
	Iteration 49Q: 3 clusters Score -4489318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -4489319.000000 Penalty: 3699.559814
	Iteration 50Q: 3 clusters Score -4489319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -4489316.500000 Penalty: 3699.559814
	Iteration 51Q: 3 clusters Score -4489316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -4489324.000000 Penalty: 3699.559814
	Iteration 52Q: 3 clusters Score -4489324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -4489324.000000 Penalty: 3699.559814
	Iteration 53F: 3 clusters Score -4489324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34793 members 
Mstep: Class 3 contains 209855 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 80708 members 
Mstep: Class 9 contains 108091 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 17 contains 15818 members 
Mstep: Class 18 contains 8031 members 
Entering Unmasked Estep 
Score: -26518136.000000 Penalty: 34275.832031
Splitting cluster 4 changes total score from -26515776.000000 to -26518136.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -144855.140625 Penalty: 1295.245361
	Iteration 0F: 2 clusters Score -144855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -142193.046875 Penalty: 2590.490723
	Iteration 0F: 3 clusters Score -142193 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -142865.421875 Penalty: 2590.490723
	Iteration 1F: 3 clusters Score -142865.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -143033.562500 Penalty: 2590.490723
	Iteration 2F: 3 clusters Score -143033.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -143133.593750 Penalty: 2590.490723
	Iteration 3F: 3 clusters Score -143133.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -143200.531250 Penalty: 2590.490723
	Iteration 4Q: 3 clusters Score -143200.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -143250.171875 Penalty: 2590.490723
	Iteration 5Q: 3 clusters Score -143250.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -143290.640625 Penalty: 2590.490723
	Iteration 6Q: 3 clusters Score -143290.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -143328.359375 Penalty: 2590.490723
	Iteration 7Q: 3 clusters Score -143328.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -143374.265625 Penalty: 2590.490723
	Iteration 8Q: 3 clusters Score -143374.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -143420.406250 Penalty: 2590.490723
	Iteration 9Q: 3 clusters Score -143420.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -143459.484375 Penalty: 2590.490723
	Iteration 10Q: 3 clusters Score -143459.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -143497.781250 Penalty: 2590.490723
	Iteration 11Q: 3 clusters Score -143497.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -143540.093750 Penalty: 2590.490723
	Iteration 12Q: 3 clusters Score -143540.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -143593.156250 Penalty: 2590.490723
	Iteration 13Q: 3 clusters Score -143593.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -143647.234375 Penalty: 2590.490723
	Iteration 14Q: 3 clusters Score -143647.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -143703.843750 Penalty: 2590.490723
	Iteration 15Q: 3 clusters Score -143703.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -143737.984375 Penalty: 2590.490723
	Iteration 16Q: 3 clusters Score -143738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -143768.203125 Penalty: 2590.490723
	Iteration 17Q: 3 clusters Score -143768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -143794.234375 Penalty: 2590.490723
	Iteration 18Q: 3 clusters Score -143794.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -143815.765625 Penalty: 2590.490723
	Iteration 19Q: 3 clusters Score -143815.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -143834.968750 Penalty: 2590.490723
	Iteration 20F: 3 clusters Score -143835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -143858.890625 Penalty: 2590.490723
	Iteration 21Q: 3 clusters Score -143858.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -143877.859375 Penalty: 2590.490723
	Iteration 22Q: 3 clusters Score -143877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -143890.687500 Penalty: 2590.490723
	Iteration 23Q: 3 clusters Score -143890.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -143911.062500 Penalty: 2590.490723
	Iteration 24Q: 3 clusters Score -143911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -143923.765625 Penalty: 2590.490723
	Iteration 25Q: 3 clusters Score -143923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -143931.796875 Penalty: 2590.490723
	Iteration 26Q: 3 clusters Score -143931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -143941.140625 Penalty: 2590.490723
	Iteration 27Q: 3 clusters Score -143941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -143945.265625 Penalty: 2590.490723
	Iteration 28Q: 3 clusters Score -143945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -143947.625000 Penalty: 2590.490723
	Iteration 29Q: 3 clusters Score -143947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -143950.609375 Penalty: 2590.490723
	Iteration 30Q: 3 clusters Score -143950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -143952.531250 Penalty: 2590.490723
	Iteration 31Q: 3 clusters Score -143952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -143954.781250 Penalty: 2590.490723
	Iteration 32Q: 3 clusters Score -143954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -143954.781250 Penalty: 2590.490723
	Iteration 33F: 3 clusters Score -143954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Entering Unmasked Estep 
Score: -987487.062500 Penalty: 1596.946289
	Iteration 0F: 2 clusters Score -987487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -974739.187500 Penalty: 3193.892578
	Iteration 0F: 3 clusters Score -974739.2 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -979276.437500 Penalty: 3193.892578
	Iteration 1F: 3 clusters Score -979276.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -979529.125000 Penalty: 3193.892578
	Iteration 2Q: 3 clusters Score -979529.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -979774.562500 Penalty: 3193.892578
	Iteration 3Q: 3 clusters Score -979774.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -980023.750000 Penalty: 3193.892578
	Iteration 4Q: 3 clusters Score -980023.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -980289.687500 Penalty: 3193.892578
	Iteration 5Q: 3 clusters Score -980289.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -980605.187500 Penalty: 3193.892578
	Iteration 6Q: 3 clusters Score -980605.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -981049.562500 Penalty: 3193.892578
	Iteration 7Q: 3 clusters Score -981049.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -981696.687500 Penalty: 3193.892578
	Iteration 8F: 3 clusters Score -981696.7 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -982577.625000 Penalty: 3193.892578
	Iteration 9F: 3 clusters Score -982577.6 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -983577.250000 Penalty: 3193.892578
	Iteration 10F: 3 clusters Score -983577.2 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -984503.375000 Penalty: 3193.892578
	Iteration 11F: 3 clusters Score -984503.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -985216.312500 Penalty: 3193.892578
	Iteration 12Q: 3 clusters Score -985216.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -985640.625000 Penalty: 3193.892578
	Iteration 13Q: 3 clusters Score -985640.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -985880.625000 Penalty: 3193.892578
	Iteration 14Q: 3 clusters Score -985880.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -986031.937500 Penalty: 3193.892578
	Iteration 15Q: 3 clusters Score -986031.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -986111.750000 Penalty: 3193.892578
	Iteration 16Q: 3 clusters Score -986111.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -986162.000000 Penalty: 3193.892578
	Iteration 17Q: 3 clusters Score -986162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -986194.875000 Penalty: 3193.892578
	Iteration 18Q: 3 clusters Score -986194.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -986208.750000 Penalty: 3193.892578
	Iteration 19Q: 3 clusters Score -986208.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -986226.187500 Penalty: 3193.892578
	Iteration 20F: 3 clusters Score -986226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -986235.687500 Penalty: 3193.892578
	Iteration 21Q: 3 clusters Score -986235.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -986240.437500 Penalty: 3193.892578
	Iteration 22Q: 3 clusters Score -986240.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -986242.750000 Penalty: 3193.892578
	Iteration 23Q: 3 clusters Score -986242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -986249.937500 Penalty: 3193.892578
	Iteration 24Q: 3 clusters Score -986249.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -986254.375000 Penalty: 3193.892578
	Iteration 25Q: 3 clusters Score -986254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -986256.187500 Penalty: 3193.892578
	Iteration 26Q: 3 clusters Score -986256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -986257.000000 Penalty: 3193.892578
	Iteration 27Q: 3 clusters Score -986257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -986260.875000 Penalty: 3193.892578
	Iteration 28Q: 3 clusters Score -986260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -986262.875000 Penalty: 3193.892578
	Iteration 29Q: 3 clusters Score -986262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -986264.750000 Penalty: 3193.892578
	Iteration 30Q: 3 clusters Score -986264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -986265.250000 Penalty: 3193.892578
	Iteration 31Q: 3 clusters Score -986265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -986267.312500 Penalty: 3193.892578
	Iteration 32Q: 3 clusters Score -986267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -986269.437500 Penalty: 3193.892578
	Iteration 33Q: 3 clusters Score -986269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -986270.750000 Penalty: 3193.892578
	Iteration 34Q: 3 clusters Score -986270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -986271.250000 Penalty: 3193.892578
	Iteration 35Q: 3 clusters Score -986271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -986272.375000 Penalty: 3193.892578
	Iteration 36Q: 3 clusters Score -986272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -986273.937500 Penalty: 3193.892578
	Iteration 37Q: 3 clusters Score -986273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -986274.375000 Penalty: 3193.892578
	Iteration 38Q: 3 clusters Score -986274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -986275.500000 Penalty: 3193.892578
	Iteration 39Q: 3 clusters Score -986275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -986275.500000 Penalty: 3193.892578
	Iteration 40F: 3 clusters Score -986275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -986276.562500 Penalty: 3193.892578
	Iteration 41Q: 3 clusters Score -986276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -986275.437500 Penalty: 3193.892578
	Iteration 42Q: 3 clusters Score -986275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -986275.562500 Penalty: 3193.892578
	Iteration 43Q: 3 clusters Score -986275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -986275.562500 Penalty: 3193.892578
	Iteration 44F: 3 clusters Score -986275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -253316.109375 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -253316.1 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 2818 members 
Entering Unmasked Estep 
Score: -249025.906250 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -249025.9 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -250209.562500 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -250209.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -250424.875000 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -250424.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -250600.859375 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -250600.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -250768.250000 Penalty: 2802.180176
	Iteration 4F: 3 clusters Score -250768.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -250942.703125 Penalty: 2802.180176
	Iteration 5Q: 3 clusters Score -250942.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -251113.593750 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -251113.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -251306.406250 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -251306.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -251512.875000 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -251512.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -251718.859375 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -251718.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -251855.531250 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -251855.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -251950.875000 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -251950.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -252019.187500 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -252019.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -252072.000000 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -252072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -252105.453125 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -252105.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -252124.000000 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -252124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -252140.140625 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -252140.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -252151.593750 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -252151.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -252164.468750 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -252164.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -252172.546875 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -252172.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -252178.921875 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -252178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -252183.187500 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -252183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -252186.484375 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -252186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -252190.234375 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -252190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -252192.312500 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -252192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -252193.781250 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -252193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -252196.312500 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -252196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -252200.562500 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -252200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -252203.828125 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -252203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -252206.687500 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -252206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -252209.859375 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -252209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -252211.718750 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -252211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -252212.046875 Penalty: 2802.180176
	Iteration 32Q: 3 clusters Score -252212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -252213.500000 Penalty: 2802.180176
	Iteration 33Q: 3 clusters Score -252213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -252213.656250 Penalty: 2802.180176
	Iteration 34Q: 3 clusters Score -252213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -252214.203125 Penalty: 2802.180176
	Iteration 35Q: 3 clusters Score -252214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -252214.203125 Penalty: 2802.180176
	Iteration 36F: 3 clusters Score -252214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Entering Unmasked Estep 
Score: -5564825.000000 Penalty: 1883.493408
	Iteration 0F: 2 clusters Score -5564825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -5492661.500000 Penalty: 3766.986816
	Iteration 0F: 3 clusters Score -5492662 nChanged 51460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -5522428.500000 Penalty: 3766.986816
	Iteration 1F: 3 clusters Score -5522428 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -5523494.000000 Penalty: 3766.986816
	Iteration 2Q: 3 clusters Score -5523494 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -5525102.500000 Penalty: 3766.986816
	Iteration 3Q: 3 clusters Score -5525102 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -5527548.500000 Penalty: 3766.986816
	Iteration 4Q: 3 clusters Score -5527548 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -5531500.000000 Penalty: 3766.986816
	Iteration 5F: 3 clusters Score -5531500 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -5537432.500000 Penalty: 3766.986816
	Iteration 6F: 3 clusters Score -5537432 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -5544778.500000 Penalty: 3766.986816
	Iteration 7F: 3 clusters Score -5544778 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -5550926.000000 Penalty: 3766.986816
	Iteration 8F: 3 clusters Score -5550926 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -5554147.500000 Penalty: 3766.986816
	Iteration 9F: 3 clusters Score -5554148 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -5555421.000000 Penalty: 3766.986816
	Iteration 10Q: 3 clusters Score -5555421 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -5555986.000000 Penalty: 3766.986816
	Iteration 11Q: 3 clusters Score -5555986 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -5556262.000000 Penalty: 3766.986816
	Iteration 12Q: 3 clusters Score -5556262 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -5556482.000000 Penalty: 3766.986816
	Iteration 13Q: 3 clusters Score -5556482 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -5556666.500000 Penalty: 3766.986816
	Iteration 14Q: 3 clusters Score -5556666 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -5556865.500000 Penalty: 3766.986816
	Iteration 15Q: 3 clusters Score -5556866 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -5557106.000000 Penalty: 3766.986816
	Iteration 16Q: 3 clusters Score -5557106 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -5557336.000000 Penalty: 3766.986816
	Iteration 17Q: 3 clusters Score -5557336 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -5557525.500000 Penalty: 3766.986816
	Iteration 18Q: 3 clusters Score -5557526 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -5557732.500000 Penalty: 3766.986816
	Iteration 19Q: 3 clusters Score -5557732 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -5557923.000000 Penalty: 3766.986816
	Iteration 20F: 3 clusters Score -5557923 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -5558094.500000 Penalty: 3766.986816
	Iteration 21Q: 3 clusters Score -5558094 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -5558266.000000 Penalty: 3766.986816
	Iteration 22Q: 3 clusters Score -5558266 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -5558430.500000 Penalty: 3766.986816
	Iteration 23Q: 3 clusters Score -5558430 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -5558673.500000 Penalty: 3766.986816
	Iteration 24Q: 3 clusters Score -5558674 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -5558884.500000 Penalty: 3766.986816
	Iteration 25Q: 3 clusters Score -5558884 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -5559167.500000 Penalty: 3766.986816
	Iteration 26Q: 3 clusters Score -5559168 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -5559391.000000 Penalty: 3766.986816
	Iteration 27Q: 3 clusters Score -5559391 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -5559668.000000 Penalty: 3766.986816
	Iteration 28Q: 3 clusters Score -5559668 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -5559962.000000 Penalty: 3766.986816
	Iteration 29Q: 3 clusters Score -5559962 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -5560269.500000 Penalty: 3766.986816
	Iteration 30Q: 3 clusters Score -5560270 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -5560658.500000 Penalty: 3766.986816
	Iteration 31Q: 3 clusters Score -5560658 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -5561047.000000 Penalty: 3766.986816
	Iteration 32Q: 3 clusters Score -5561047 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -5561521.000000 Penalty: 3766.986816
	Iteration 33Q: 3 clusters Score -5561521 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -5561954.000000 Penalty: 3766.986816
	Iteration 34Q: 3 clusters Score -5561954 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -5562486.000000 Penalty: 3766.986816
	Iteration 35Q: 3 clusters Score -5562486 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5563014.500000 Penalty: 3766.986816
	Iteration 36Q: 3 clusters Score -5563014 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5563583.000000 Penalty: 3766.986816
	Iteration 37Q: 3 clusters Score -5563583 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5564200.500000 Penalty: 3766.986816
	Iteration 38Q: 3 clusters Score -5564200 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5564786.000000 Penalty: 3766.986816
	Iteration 39Q: 3 clusters Score -5564786 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5565352.000000 Penalty: 3766.986816
	Iteration 40F: 3 clusters Score -5565352 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -5565843.000000 Penalty: 3766.986816
	Iteration 41Q: 3 clusters Score -5565843 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -5566312.000000 Penalty: 3766.986816
	Iteration 42Q: 3 clusters Score -5566312 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -5566688.500000 Penalty: 3766.986816
	Iteration 43Q: 3 clusters Score -5566688 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5567009.000000 Penalty: 3766.986816
	Iteration 44Q: 3 clusters Score -5567009 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5567323.500000 Penalty: 3766.986816
	Iteration 45Q: 3 clusters Score -5567324 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5567615.500000 Penalty: 3766.986816
	Iteration 46Q: 3 clusters Score -5567616 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5567874.000000 Penalty: 3766.986816
	Iteration 47Q: 3 clusters Score -5567874 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5568096.500000 Penalty: 3766.986816
	Iteration 48Q: 3 clusters Score -5568096 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5568279.500000 Penalty: 3766.986816
	Iteration 49Q: 3 clusters Score -5568280 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5568441.500000 Penalty: 3766.986816
	Iteration 50Q: 3 clusters Score -5568442 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5568560.000000 Penalty: 3766.986816
	Iteration 51Q: 3 clusters Score -5568560 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5568686.000000 Penalty: 3766.986816
	Iteration 52Q: 3 clusters Score -5568686 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5568768.000000 Penalty: 3766.986816
	Iteration 53Q: 3 clusters Score -5568768 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -5568850.500000 Penalty: 3766.986816
	Iteration 54Q: 3 clusters Score -5568850 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -5568959.000000 Penalty: 3766.986816
	Iteration 55Q: 3 clusters Score -5568959 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5569009.500000 Penalty: 3766.986816
	Iteration 56Q: 3 clusters Score -5569010 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5569071.500000 Penalty: 3766.986816
	Iteration 57Q: 3 clusters Score -5569072 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5569129.500000 Penalty: 3766.986816
	Iteration 58Q: 3 clusters Score -5569130 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -5569172.000000 Penalty: 3766.986816
	Iteration 59Q: 3 clusters Score -5569172 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5569199.500000 Penalty: 3766.986816
	Iteration 60F: 3 clusters Score -5569200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5569221.500000 Penalty: 3766.986816
	Iteration 61Q: 3 clusters Score -5569222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5569208.500000 Penalty: 3766.986816
	Iteration 62Q: 3 clusters Score -5569208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -5569219.000000 Penalty: 3766.986816
	Iteration 63Q: 3 clusters Score -5569219 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -5569230.000000 Penalty: 3766.986816
	Iteration 64Q: 3 clusters Score -5569230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -5569263.000000 Penalty: 3766.986816
	Iteration 65Q: 3 clusters Score -5569263 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5569289.500000 Penalty: 3766.986816
	Iteration 66Q: 3 clusters Score -5569290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5569287.500000 Penalty: 3766.986816
	Iteration 67Q: 3 clusters Score -5569288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5569290.000000 Penalty: 3766.986816
	Iteration 68Q: 3 clusters Score -5569290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5569292.500000 Penalty: 3766.986816
	Iteration 69Q: 3 clusters Score -5569292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5569305.000000 Penalty: 3766.986816
	Iteration 70Q: 3 clusters Score -5569305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5569309.500000 Penalty: 3766.986816
	Iteration 71Q: 3 clusters Score -5569310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5569324.500000 Penalty: 3766.986816
	Iteration 72Q: 3 clusters Score -5569324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5569330.000000 Penalty: 3766.986816
	Iteration 73Q: 3 clusters Score -5569330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5569329.500000 Penalty: 3766.986816
	Iteration 74Q: 3 clusters Score -5569330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5569317.000000 Penalty: 3766.986816
	Iteration 75Q: 3 clusters Score -5569317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5569304.000000 Penalty: 3766.986816
	Iteration 76Q: 3 clusters Score -5569304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5569302.500000 Penalty: 3766.986816
	Iteration 77Q: 3 clusters Score -5569302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5569311.500000 Penalty: 3766.986816
	Iteration 78Q: 3 clusters Score -5569312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5569312.500000 Penalty: 3766.986816
	Iteration 79Q: 3 clusters Score -5569312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5569311.500000 Penalty: 3766.986816
	Iteration 80F: 3 clusters Score -5569312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5569306.000000 Penalty: 3766.986816
	Iteration 81Q: 3 clusters Score -5569306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5569302.500000 Penalty: 3766.986816
	Iteration 82Q: 3 clusters Score -5569302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5569316.000000 Penalty: 3766.986816
	Iteration 83Q: 3 clusters Score -5569316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -5569312.000000 Penalty: 3766.986816
	Iteration 84Q: 3 clusters Score -5569312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5569315.000000 Penalty: 3766.986816
	Iteration 85Q: 3 clusters Score -5569315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5569314.000000 Penalty: 3766.986816
	Iteration 86Q: 3 clusters Score -5569314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5569316.000000 Penalty: 3766.986816
	Iteration 87Q: 3 clusters Score -5569316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5569315.500000 Penalty: 3766.986816
	Iteration 88Q: 3 clusters Score -5569316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5569319.500000 Penalty: 3766.986816
	Iteration 89Q: 3 clusters Score -5569320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5569320.500000 Penalty: 3766.986816
	Iteration 90Q: 3 clusters Score -5569320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5569317.000000 Penalty: 3766.986816
	Iteration 91Q: 3 clusters Score -5569317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5569313.000000 Penalty: 3766.986816
	Iteration 92Q: 3 clusters Score -5569313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5569313.000000 Penalty: 3766.986816
	Iteration 93Q: 3 clusters Score -5569313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5569320.500000 Penalty: 3766.986816
	Iteration 94Q: 3 clusters Score -5569320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5569317.000000 Penalty: 3766.986816
	Iteration 95Q: 3 clusters Score -5569317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5569324.000000 Penalty: 3766.986816
	Iteration 96Q: 3 clusters Score -5569324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5569312.000000 Penalty: 3766.986816
	Iteration 97Q: 3 clusters Score -5569312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5569314.500000 Penalty: 3766.986816
	Iteration 98Q: 3 clusters Score -5569314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5569321.000000 Penalty: 3766.986816
	Iteration 99Q: 3 clusters Score -5569321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5569316.500000 Penalty: 3766.986816
	Iteration 100F: 3 clusters Score -5569316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5569317.500000 Penalty: 3766.986816
	Iteration 101Q: 3 clusters Score -5569318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5569324.500000 Penalty: 3766.986816
	Iteration 102Q: 3 clusters Score -5569324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5569318.500000 Penalty: 3766.986816
	Iteration 103Q: 3 clusters Score -5569318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5569316.000000 Penalty: 3766.986816
	Iteration 104Q: 3 clusters Score -5569316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5569315.000000 Penalty: 3766.986816
	Iteration 105Q: 3 clusters Score -5569315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5569316.500000 Penalty: 3766.986816
	Iteration 106Q: 3 clusters Score -5569316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5569316.500000 Penalty: 3766.986816
	Iteration 107F: 3 clusters Score -5569316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34793 members 
Mstep: Class 3 contains 209855 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 80708 members 
Mstep: Class 9 contains 86978 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 21113 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 17 contains 15818 members 
Mstep: Class 18 contains 8031 members 
Entering Unmasked Estep 
Score: -26522250.000000 Penalty: 36418.070312
Splitting cluster 9 changes total score from -26515776.000000 to -26522250.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 10 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -215733.515625 Penalty: 1353.608521
	Iteration 0F: 2 clusters Score -215733.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -212278.718750 Penalty: 2707.217041
	Iteration 0F: 3 clusters Score -212278.7 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -213149.171875 Penalty: 2707.217041
	Iteration 1F: 3 clusters Score -213149.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -213309.078125 Penalty: 2707.217041
	Iteration 2F: 3 clusters Score -213309.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -213433.890625 Penalty: 2707.217041
	Iteration 3F: 3 clusters Score -213433.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -213547.046875 Penalty: 2707.217041
	Iteration 4Q: 3 clusters Score -213547 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213669.359375 Penalty: 2707.217041
	Iteration 5Q: 3 clusters Score -213669.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -213790.406250 Penalty: 2707.217041
	Iteration 6Q: 3 clusters Score -213790.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -213921.953125 Penalty: 2707.217041
	Iteration 7Q: 3 clusters Score -213922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -214035.187500 Penalty: 2707.217041
	Iteration 8Q: 3 clusters Score -214035.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214147.671875 Penalty: 2707.217041
	Iteration 9Q: 3 clusters Score -214147.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -214236.265625 Penalty: 2707.217041
	Iteration 10Q: 3 clusters Score -214236.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -214322.031250 Penalty: 2707.217041
	Iteration 11Q: 3 clusters Score -214322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -214393.828125 Penalty: 2707.217041
	Iteration 12Q: 3 clusters Score -214393.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -214453.750000 Penalty: 2707.217041
	Iteration 13Q: 3 clusters Score -214453.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -214489.312500 Penalty: 2707.217041
	Iteration 14Q: 3 clusters Score -214489.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -214516.718750 Penalty: 2707.217041
	Iteration 15Q: 3 clusters Score -214516.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -214539.750000 Penalty: 2707.217041
	Iteration 16Q: 3 clusters Score -214539.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -214554.875000 Penalty: 2707.217041
	Iteration 17Q: 3 clusters Score -214554.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -214570.093750 Penalty: 2707.217041
	Iteration 18Q: 3 clusters Score -214570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -214584.984375 Penalty: 2707.217041
	Iteration 19Q: 3 clusters Score -214585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -214599.984375 Penalty: 2707.217041
	Iteration 20F: 3 clusters Score -214600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -214606.500000 Penalty: 2707.217041
	Iteration 21Q: 3 clusters Score -214606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -214609.625000 Penalty: 2707.217041
	Iteration 22Q: 3 clusters Score -214609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -214610.890625 Penalty: 2707.217041
	Iteration 23Q: 3 clusters Score -214610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -214612.906250 Penalty: 2707.217041
	Iteration 24Q: 3 clusters Score -214612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -214612.906250 Penalty: 2707.217041
	Iteration 25F: 3 clusters Score -214612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -591872.437500 Penalty: 1518.057983
	Iteration 0F: 2 clusters Score -591872.4 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 5728 members 
Entering Unmasked Estep 
Score: -583674.000000 Penalty: 3036.115967
	Iteration 0F: 3 clusters Score -583674 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -586272.250000 Penalty: 3036.115967
	Iteration 1F: 3 clusters Score -586272.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -586500.812500 Penalty: 3036.115967
	Iteration 2F: 3 clusters Score -586500.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -586684.000000 Penalty: 3036.115967
	Iteration 3Q: 3 clusters Score -586684 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -586850.312500 Penalty: 3036.115967
	Iteration 4Q: 3 clusters Score -586850.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -586983.687500 Penalty: 3036.115967
	Iteration 5Q: 3 clusters Score -586983.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -587104.250000 Penalty: 3036.115967
	Iteration 6Q: 3 clusters Score -587104.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -587234.500000 Penalty: 3036.115967
	Iteration 7Q: 3 clusters Score -587234.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -587406.187500 Penalty: 3036.115967
	Iteration 8Q: 3 clusters Score -587406.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -587651.250000 Penalty: 3036.115967
	Iteration 9Q: 3 clusters Score -587651.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -587980.750000 Penalty: 3036.115967
	Iteration 10Q: 3 clusters Score -587980.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -588386.562500 Penalty: 3036.115967
	Iteration 11F: 3 clusters Score -588386.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -588849.687500 Penalty: 3036.115967
	Iteration 12F: 3 clusters Score -588849.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -589306.437500 Penalty: 3036.115967
	Iteration 13Q: 3 clusters Score -589306.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -589672.187500 Penalty: 3036.115967
	Iteration 14Q: 3 clusters Score -589672.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -589936.250000 Penalty: 3036.115967
	Iteration 15Q: 3 clusters Score -589936.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -590143.687500 Penalty: 3036.115967
	Iteration 16Q: 3 clusters Score -590143.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -590282.000000 Penalty: 3036.115967
	Iteration 17Q: 3 clusters Score -590282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -590354.937500 Penalty: 3036.115967
	Iteration 18Q: 3 clusters Score -590354.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -590409.062500 Penalty: 3036.115967
	Iteration 19Q: 3 clusters Score -590409.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -590451.187500 Penalty: 3036.115967
	Iteration 20F: 3 clusters Score -590451.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -590480.437500 Penalty: 3036.115967
	Iteration 21Q: 3 clusters Score -590480.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -590500.000000 Penalty: 3036.115967
	Iteration 22Q: 3 clusters Score -590500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -590517.125000 Penalty: 3036.115967
	Iteration 23Q: 3 clusters Score -590517.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -590526.250000 Penalty: 3036.115967
	Iteration 24Q: 3 clusters Score -590526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -590539.750000 Penalty: 3036.115967
	Iteration 25Q: 3 clusters Score -590539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -590548.437500 Penalty: 3036.115967
	Iteration 26Q: 3 clusters Score -590548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -590555.875000 Penalty: 3036.115967
	Iteration 27Q: 3 clusters Score -590555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -590563.062500 Penalty: 3036.115967
	Iteration 28Q: 3 clusters Score -590563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -590566.437500 Penalty: 3036.115967
	Iteration 29Q: 3 clusters Score -590566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -590567.062500 Penalty: 3036.115967
	Iteration 30Q: 3 clusters Score -590567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -590567.375000 Penalty: 3036.115967
	Iteration 31Q: 3 clusters Score -590567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -590569.250000 Penalty: 3036.115967
	Iteration 32Q: 3 clusters Score -590569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -590570.000000 Penalty: 3036.115967
	Iteration 33Q: 3 clusters Score -590570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -590571.937500 Penalty: 3036.115967
	Iteration 34Q: 3 clusters Score -590571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -590572.562500 Penalty: 3036.115967
	Iteration 35Q: 3 clusters Score -590572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -590576.312500 Penalty: 3036.115967
	Iteration 36Q: 3 clusters Score -590576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -590579.187500 Penalty: 3036.115967
	Iteration 37Q: 3 clusters Score -590579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -590584.250000 Penalty: 3036.115967
	Iteration 38Q: 3 clusters Score -590584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -590586.437500 Penalty: 3036.115967
	Iteration 39Q: 3 clusters Score -590586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -590586.437500 Penalty: 3036.115967
	Iteration 40F: 3 clusters Score -590586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -204515.781250 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -204515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -200815.906250 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -200815.9 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -201838.968750 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -201839 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -202036.531250 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -202036.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -202153.265625 Penalty: 2738.079102
	Iteration 3F: 3 clusters Score -202153.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -202246.421875 Penalty: 2738.079102
	Iteration 4Q: 3 clusters Score -202246.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -202332.500000 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -202332.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -202415.343750 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -202415.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -202491.359375 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -202491.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -202584.218750 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -202584.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -202693.265625 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -202693.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -202803.953125 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -202804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -202932.875000 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -202932.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -203017.156250 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -203017.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -203084.265625 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -203084.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -203129.531250 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -203129.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -203170.078125 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -203170.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -203206.890625 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -203206.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -203236.875000 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -203236.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -203260.125000 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -203260.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -203281.250000 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -203281.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -203310.625000 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -203310.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -203336.921875 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -203336.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -203350.984375 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -203351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -203364.656250 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -203364.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -203376.062500 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -203376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -203394.109375 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -203394.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -203417.687500 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -203417.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -203446.281250 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -203446.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -203476.671875 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -203476.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -203515.734375 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -203515.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -203537.968750 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -203538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -203551.921875 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -203551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -203567.281250 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -203567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -203584.515625 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -203584.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -203594.359375 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -203594.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -203601.406250 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -203601.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -203605.781250 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -203605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -203608.859375 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -203608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -203613.156250 Penalty: 2738.079102
	Iteration 38Q: 3 clusters Score -203613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -203614.937500 Penalty: 2738.079102
	Iteration 39Q: 3 clusters Score -203614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -203616.984375 Penalty: 2738.079102
	Iteration 40F: 3 clusters Score -203617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -203620.062500 Penalty: 2738.079102
	Iteration 41Q: 3 clusters Score -203620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -203621.703125 Penalty: 2738.079102
	Iteration 42Q: 3 clusters Score -203621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -203622.750000 Penalty: 2738.079102
	Iteration 43Q: 3 clusters Score -203622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -203623.187500 Penalty: 2738.079102
	Iteration 44Q: 3 clusters Score -203623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -203624.046875 Penalty: 2738.079102
	Iteration 45Q: 3 clusters Score -203624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -203624.609375 Penalty: 2738.079102
	Iteration 46Q: 3 clusters Score -203624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -203625.062500 Penalty: 2738.079102
	Iteration 47Q: 3 clusters Score -203625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -203625.062500 Penalty: 2738.079102
	Iteration 48F: 3 clusters Score -203625.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -350188.781250 Penalty: 1441.687988
	Iteration 0F: 2 clusters Score -350188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -344923.843750 Penalty: 2883.375977
	Iteration 0F: 3 clusters Score -344923.8 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -346920.500000 Penalty: 2883.375977
	Iteration 1F: 3 clusters Score -346920.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -347521.312500 Penalty: 2883.375977
	Iteration 2F: 3 clusters Score -347521.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -348122.812500 Penalty: 2883.375977
	Iteration 3F: 3 clusters Score -348122.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -348647.562500 Penalty: 2883.375977
	Iteration 4F: 3 clusters Score -348647.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -349015.968750 Penalty: 2883.375977
	Iteration 5F: 3 clusters Score -349016 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -349277.687500 Penalty: 2883.375977
	Iteration 6Q: 3 clusters Score -349277.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -349384.781250 Penalty: 2883.375977
	Iteration 7Q: 3 clusters Score -349384.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -349434.718750 Penalty: 2883.375977
	Iteration 8Q: 3 clusters Score -349434.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -349465.906250 Penalty: 2883.375977
	Iteration 9Q: 3 clusters Score -349465.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -349480.187500 Penalty: 2883.375977
	Iteration 10Q: 3 clusters Score -349480.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -349499.906250 Penalty: 2883.375977
	Iteration 11Q: 3 clusters Score -349499.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -349520.687500 Penalty: 2883.375977
	Iteration 12Q: 3 clusters Score -349520.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -349544.375000 Penalty: 2883.375977
	Iteration 13Q: 3 clusters Score -349544.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349571.093750 Penalty: 2883.375977
	Iteration 14Q: 3 clusters Score -349571.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -349607.968750 Penalty: 2883.375977
	Iteration 15Q: 3 clusters Score -349608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -349644.062500 Penalty: 2883.375977
	Iteration 16Q: 3 clusters Score -349644.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -349662.437500 Penalty: 2883.375977
	Iteration 17Q: 3 clusters Score -349662.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -349672.875000 Penalty: 2883.375977
	Iteration 18Q: 3 clusters Score -349672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -349676.968750 Penalty: 2883.375977
	Iteration 19Q: 3 clusters Score -349677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -349680.250000 Penalty: 2883.375977
	Iteration 20F: 3 clusters Score -349680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -349683.500000 Penalty: 2883.375977
	Iteration 21Q: 3 clusters Score -349683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -349684.343750 Penalty: 2883.375977
	Iteration 22Q: 3 clusters Score -349684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -349686.656250 Penalty: 2883.375977
	Iteration 23Q: 3 clusters Score -349686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -349689.093750 Penalty: 2883.375977
	Iteration 24Q: 3 clusters Score -349689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -349689.875000 Penalty: 2883.375977
	Iteration 25Q: 3 clusters Score -349689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -349690.875000 Penalty: 2883.375977
	Iteration 26Q: 3 clusters Score -349690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -349691.250000 Penalty: 2883.375977
	Iteration 27Q: 3 clusters Score -349691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -349691.250000 Penalty: 2883.375977
	Iteration 28F: 3 clusters Score -349691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Entering Unmasked Estep 
Score: -572644.562500 Penalty: 1505.903442
	Iteration 0F: 2 clusters Score -572644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -565126.625000 Penalty: 3011.806885
	Iteration 0F: 3 clusters Score -565126.6 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -567516.625000 Penalty: 3011.806885
	Iteration 1F: 3 clusters Score -567516.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -567732.937500 Penalty: 3011.806885
	Iteration 2F: 3 clusters Score -567732.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -567921.687500 Penalty: 3011.806885
	Iteration 3Q: 3 clusters Score -567921.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -568100.375000 Penalty: 3011.806885
	Iteration 4Q: 3 clusters Score -568100.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -568263.687500 Penalty: 3011.806885
	Iteration 5Q: 3 clusters Score -568263.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -568389.625000 Penalty: 3011.806885
	Iteration 6Q: 3 clusters Score -568389.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -568507.937500 Penalty: 3011.806885
	Iteration 7Q: 3 clusters Score -568507.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -568625.562500 Penalty: 3011.806885
	Iteration 8Q: 3 clusters Score -568625.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -568759.687500 Penalty: 3011.806885
	Iteration 9Q: 3 clusters Score -568759.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -568931.250000 Penalty: 3011.806885
	Iteration 10Q: 3 clusters Score -568931.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -569136.312500 Penalty: 3011.806885
	Iteration 11Q: 3 clusters Score -569136.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -569367.000000 Penalty: 3011.806885
	Iteration 12Q: 3 clusters Score -569367 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -569611.000000 Penalty: 3011.806885
	Iteration 13Q: 3 clusters Score -569611 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -569825.000000 Penalty: 3011.806885
	Iteration 14Q: 3 clusters Score -569825 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -570014.750000 Penalty: 3011.806885
	Iteration 15Q: 3 clusters Score -570014.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -570177.062500 Penalty: 3011.806885
	Iteration 16Q: 3 clusters Score -570177.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -570300.000000 Penalty: 3011.806885
	Iteration 17Q: 3 clusters Score -570300 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -570400.937500 Penalty: 3011.806885
	Iteration 18Q: 3 clusters Score -570400.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -570498.187500 Penalty: 3011.806885
	Iteration 19Q: 3 clusters Score -570498.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -570583.750000 Penalty: 3011.806885
	Iteration 20F: 3 clusters Score -570583.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -570670.375000 Penalty: 3011.806885
	Iteration 21Q: 3 clusters Score -570670.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -570765.062500 Penalty: 3011.806885
	Iteration 22Q: 3 clusters Score -570765.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -570842.187500 Penalty: 3011.806885
	Iteration 23Q: 3 clusters Score -570842.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -570910.500000 Penalty: 3011.806885
	Iteration 24Q: 3 clusters Score -570910.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -570969.187500 Penalty: 3011.806885
	Iteration 25Q: 3 clusters Score -570969.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -571023.687500 Penalty: 3011.806885
	Iteration 26Q: 3 clusters Score -571023.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -571061.875000 Penalty: 3011.806885
	Iteration 27Q: 3 clusters Score -571061.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -571086.812500 Penalty: 3011.806885
	Iteration 28Q: 3 clusters Score -571086.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -571109.312500 Penalty: 3011.806885
	Iteration 29Q: 3 clusters Score -571109.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -571137.625000 Penalty: 3011.806885
	Iteration 30Q: 3 clusters Score -571137.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -571170.500000 Penalty: 3011.806885
	Iteration 31Q: 3 clusters Score -571170.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -571195.125000 Penalty: 3011.806885
	Iteration 32Q: 3 clusters Score -571195.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -571223.812500 Penalty: 3011.806885
	Iteration 33Q: 3 clusters Score -571223.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -571252.437500 Penalty: 3011.806885
	Iteration 34Q: 3 clusters Score -571252.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -571268.625000 Penalty: 3011.806885
	Iteration 35Q: 3 clusters Score -571268.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -571291.312500 Penalty: 3011.806885
	Iteration 36Q: 3 clusters Score -571291.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -571306.437500 Penalty: 3011.806885
	Iteration 37Q: 3 clusters Score -571306.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -571321.750000 Penalty: 3011.806885
	Iteration 38Q: 3 clusters Score -571321.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -571340.562500 Penalty: 3011.806885
	Iteration 39Q: 3 clusters Score -571340.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -571355.125000 Penalty: 3011.806885
	Iteration 40F: 3 clusters Score -571355.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -571366.062500 Penalty: 3011.806885
	Iteration 41Q: 3 clusters Score -571366.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -571374.500000 Penalty: 3011.806885
	Iteration 42Q: 3 clusters Score -571374.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -571383.562500 Penalty: 3011.806885
	Iteration 43Q: 3 clusters Score -571383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -571389.937500 Penalty: 3011.806885
	Iteration 44Q: 3 clusters Score -571389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -571392.750000 Penalty: 3011.806885
	Iteration 45Q: 3 clusters Score -571392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -571395.875000 Penalty: 3011.806885
	Iteration 46Q: 3 clusters Score -571395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -571395.750000 Penalty: 3011.806885
	Iteration 47Q: 3 clusters Score -571395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -571396.187500 Penalty: 3011.806885
	Iteration 48Q: 3 clusters Score -571396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -571399.375000 Penalty: 3011.806885
	Iteration 49Q: 3 clusters Score -571399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -571399.687500 Penalty: 3011.806885
	Iteration 50Q: 3 clusters Score -571399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -571400.750000 Penalty: 3011.806885
	Iteration 51Q: 3 clusters Score -571400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -571401.937500 Penalty: 3011.806885
	Iteration 52Q: 3 clusters Score -571401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -571403.125000 Penalty: 3011.806885
	Iteration 53Q: 3 clusters Score -571403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -571403.125000 Penalty: 3011.806885
	Iteration 54F: 3 clusters Score -571403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Entering Unmasked Estep 
Score: -829432.562500 Penalty: 1571.196777
	Iteration 0F: 2 clusters Score -829432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -818640.437500 Penalty: 3142.393555
	Iteration 0F: 3 clusters Score -818640.4 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -822365.375000 Penalty: 3142.393555
	Iteration 1F: 3 clusters Score -822365.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -822664.750000 Penalty: 3142.393555
	Iteration 2F: 3 clusters Score -822664.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -822917.375000 Penalty: 3142.393555
	Iteration 3Q: 3 clusters Score -822917.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -823184.687500 Penalty: 3142.393555
	Iteration 4Q: 3 clusters Score -823184.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -823453.437500 Penalty: 3142.393555
	Iteration 5Q: 3 clusters Score -823453.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -823773.500000 Penalty: 3142.393555
	Iteration 6Q: 3 clusters Score -823773.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -824152.812500 Penalty: 3142.393555
	Iteration 7Q: 3 clusters Score -824152.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -824617.937500 Penalty: 3142.393555
	Iteration 8Q: 3 clusters Score -824617.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -825124.000000 Penalty: 3142.393555
	Iteration 9F: 3 clusters Score -825124 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -825598.312500 Penalty: 3142.393555
	Iteration 10Q: 3 clusters Score -825598.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -825915.125000 Penalty: 3142.393555
	Iteration 11Q: 3 clusters Score -825915.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -826087.625000 Penalty: 3142.393555
	Iteration 12Q: 3 clusters Score -826087.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -826186.312500 Penalty: 3142.393555
	Iteration 13Q: 3 clusters Score -826186.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -826259.062500 Penalty: 3142.393555
	Iteration 14Q: 3 clusters Score -826259.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -826318.312500 Penalty: 3142.393555
	Iteration 15Q: 3 clusters Score -826318.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -826401.187500 Penalty: 3142.393555
	Iteration 16Q: 3 clusters Score -826401.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -826508.750000 Penalty: 3142.393555
	Iteration 17Q: 3 clusters Score -826508.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -826668.750000 Penalty: 3142.393555
	Iteration 18Q: 3 clusters Score -826668.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -826867.750000 Penalty: 3142.393555
	Iteration 19Q: 3 clusters Score -826867.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -827066.312500 Penalty: 3142.393555
	Iteration 20F: 3 clusters Score -827066.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -827249.812500 Penalty: 3142.393555
	Iteration 21Q: 3 clusters Score -827249.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -827402.687500 Penalty: 3142.393555
	Iteration 22Q: 3 clusters Score -827402.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -827521.937500 Penalty: 3142.393555
	Iteration 23Q: 3 clusters Score -827521.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -827597.625000 Penalty: 3142.393555
	Iteration 24Q: 3 clusters Score -827597.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -827646.687500 Penalty: 3142.393555
	Iteration 25Q: 3 clusters Score -827646.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -827679.500000 Penalty: 3142.393555
	Iteration 26Q: 3 clusters Score -827679.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -827697.625000 Penalty: 3142.393555
	Iteration 27Q: 3 clusters Score -827697.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -827715.000000 Penalty: 3142.393555
	Iteration 28Q: 3 clusters Score -827715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -827722.812500 Penalty: 3142.393555
	Iteration 29Q: 3 clusters Score -827722.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -827730.562500 Penalty: 3142.393555
	Iteration 30Q: 3 clusters Score -827730.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -827735.625000 Penalty: 3142.393555
	Iteration 31Q: 3 clusters Score -827735.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -827740.625000 Penalty: 3142.393555
	Iteration 32Q: 3 clusters Score -827740.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -827746.937500 Penalty: 3142.393555
	Iteration 33Q: 3 clusters Score -827746.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -827749.937500 Penalty: 3142.393555
	Iteration 34Q: 3 clusters Score -827749.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -827751.625000 Penalty: 3142.393555
	Iteration 35Q: 3 clusters Score -827751.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -827756.187500 Penalty: 3142.393555
	Iteration 36Q: 3 clusters Score -827756.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -827758.812500 Penalty: 3142.393555
	Iteration 37Q: 3 clusters Score -827758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -827759.062500 Penalty: 3142.393555
	Iteration 38Q: 3 clusters Score -827759.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -827759.875000 Penalty: 3142.393555
	Iteration 39Q: 3 clusters Score -827759.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -827762.937500 Penalty: 3142.393555
	Iteration 40F: 3 clusters Score -827762.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -827765.750000 Penalty: 3142.393555
	Iteration 41Q: 3 clusters Score -827765.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -827766.625000 Penalty: 3142.393555
	Iteration 42Q: 3 clusters Score -827766.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -827768.875000 Penalty: 3142.393555
	Iteration 43Q: 3 clusters Score -827768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -827769.125000 Penalty: 3142.393555
	Iteration 44Q: 3 clusters Score -827769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -827771.187500 Penalty: 3142.393555
	Iteration 45Q: 3 clusters Score -827771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -827771.187500 Penalty: 3142.393555
	Iteration 46Q: 3 clusters Score -827771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -827771.500000 Penalty: 3142.393555
	Iteration 47Q: 3 clusters Score -827771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -827770.375000 Penalty: 3142.393555
	Iteration 48Q: 3 clusters Score -827770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -827770.687500 Penalty: 3142.393555
	Iteration 49Q: 3 clusters Score -827770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -827771.562500 Penalty: 3142.393555
	Iteration 50Q: 3 clusters Score -827771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -827771.375000 Penalty: 3142.393555
	Iteration 51Q: 3 clusters Score -827771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -827771.375000 Penalty: 3142.393555
	Iteration 52F: 3 clusters Score -827771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Entering Unmasked Estep 
Score: -426945.906250 Penalty: 1461.047852
	Iteration 0F: 2 clusters Score -426945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -421060.218750 Penalty: 2922.095703
	Iteration 0F: 3 clusters Score -421060.2 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -422844.656250 Penalty: 2922.095703
	Iteration 1F: 3 clusters Score -422844.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -423030.406250 Penalty: 2922.095703
	Iteration 2F: 3 clusters Score -423030.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -423165.437500 Penalty: 2922.095703
	Iteration 3Q: 3 clusters Score -423165.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -423290.125000 Penalty: 2922.095703
	Iteration 4Q: 3 clusters Score -423290.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -423404.687500 Penalty: 2922.095703
	Iteration 5Q: 3 clusters Score -423404.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -423515.312500 Penalty: 2922.095703
	Iteration 6Q: 3 clusters Score -423515.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -423655.468750 Penalty: 2922.095703
	Iteration 7Q: 3 clusters Score -423655.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -423805.750000 Penalty: 2922.095703
	Iteration 8Q: 3 clusters Score -423805.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -423959.000000 Penalty: 2922.095703
	Iteration 9Q: 3 clusters Score -423959 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -424142.343750 Penalty: 2922.095703
	Iteration 10Q: 3 clusters Score -424142.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -424340.718750 Penalty: 2922.095703
	Iteration 11Q: 3 clusters Score -424340.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -424548.562500 Penalty: 2922.095703
	Iteration 12Q: 3 clusters Score -424548.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -424768.187500 Penalty: 2922.095703
	Iteration 13Q: 3 clusters Score -424768.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -424979.218750 Penalty: 2922.095703
	Iteration 14Q: 3 clusters Score -424979.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -425133.125000 Penalty: 2922.095703
	Iteration 15Q: 3 clusters Score -425133.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -425271.250000 Penalty: 2922.095703
	Iteration 16Q: 3 clusters Score -425271.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -425379.562500 Penalty: 2922.095703
	Iteration 17Q: 3 clusters Score -425379.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -425465.031250 Penalty: 2922.095703
	Iteration 18Q: 3 clusters Score -425465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -425534.468750 Penalty: 2922.095703
	Iteration 19Q: 3 clusters Score -425534.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -425595.781250 Penalty: 2922.095703
	Iteration 20F: 3 clusters Score -425595.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -425642.750000 Penalty: 2922.095703
	Iteration 21Q: 3 clusters Score -425642.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -425684.468750 Penalty: 2922.095703
	Iteration 22Q: 3 clusters Score -425684.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -425703.593750 Penalty: 2922.095703
	Iteration 23Q: 3 clusters Score -425703.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -425717.406250 Penalty: 2922.095703
	Iteration 24Q: 3 clusters Score -425717.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -425723.687500 Penalty: 2922.095703
	Iteration 25Q: 3 clusters Score -425723.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -425725.656250 Penalty: 2922.095703
	Iteration 26Q: 3 clusters Score -425725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -425728.593750 Penalty: 2922.095703
	Iteration 27Q: 3 clusters Score -425728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -425729.593750 Penalty: 2922.095703
	Iteration 28Q: 3 clusters Score -425729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -425731.062500 Penalty: 2922.095703
	Iteration 29Q: 3 clusters Score -425731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -425735.218750 Penalty: 2922.095703
	Iteration 30Q: 3 clusters Score -425735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -425735.187500 Penalty: 2922.095703
	Iteration 31Q: 3 clusters Score -425735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -425736.468750 Penalty: 2922.095703
	Iteration 32Q: 3 clusters Score -425736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -425736.468750 Penalty: 2922.095703
	Iteration 33F: 3 clusters Score -425736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34793 members 
Mstep: Class 3 contains 209855 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 9 contains 86978 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 17 contains 15818 members 
Mstep: Class 18 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525338.000000 Penalty: 36418.070312
Iteration 79Q: 18 clusters Score -2.652534e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 35494 members 
Mstep: Class 3 contains 211416 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 5 contains 2906 members 
Mstep: Class 6 contains 18661 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 8 contains 79731 members 
Mstep: Class 9 contains 86111 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 4597 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 10787 members 
Mstep: Class 17 contains 16265 members 
Mstep: Class 18 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528522.000000 Penalty: 36418.070312
Iteration 80F: 18 clusters Score -2.652852e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35810 members 
Mstep: Class 3 contains 211513 members 
Mstep: Class 4 contains 7135 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 18657 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 80674 members 
Mstep: Class 9 contains 84265 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 19902 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 7184 members 
Mstep: Class 15 contains 10912 members 
Mstep: Class 17 contains 16440 members 
Mstep: Class 18 contains 8119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530036.000000 Penalty: 36418.070312
Iteration 81Q: 18 clusters Score -2.653004e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 36186 members 
Mstep: Class 3 contains 211697 members 
Mstep: Class 4 contains 7175 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 18634 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 81456 members 
Mstep: Class 9 contains 82581 members 
Mstep: Class 10 contains 4206 members 
Mstep: Class 11 contains 19914 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 7228 members 
Mstep: Class 15 contains 11021 members 
Mstep: Class 17 contains 16627 members 
Mstep: Class 18 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530962.000000 Penalty: 36418.070312
Iteration 82Q: 18 clusters Score -2.653096e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36515 members 
Mstep: Class 3 contains 211843 members 
Mstep: Class 4 contains 7220 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 18607 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 82177 members 
Mstep: Class 9 contains 80995 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 19954 members 
Mstep: Class 12 contains 11349 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 17 contains 16831 members 
Mstep: Class 18 contains 8107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531592.000000 Penalty: 36418.070312
Iteration 83Q: 18 clusters Score -2.653159e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36832 members 
Mstep: Class 3 contains 211979 members 
Mstep: Class 4 contains 7269 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 5480 members 
Mstep: Class 8 contains 82835 members 
Mstep: Class 9 contains 79568 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 19970 members 
Mstep: Class 12 contains 11334 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 17 contains 16987 members 
Mstep: Class 18 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532000.000000 Penalty: 36418.070312
Iteration 84Q: 18 clusters Score -2.6532e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 37161 members 
Mstep: Class 3 contains 212082 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 18524 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 83426 members 
Mstep: Class 9 contains 78290 members 
Mstep: Class 10 contains 4270 members 
Mstep: Class 11 contains 19974 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 7353 members 
Mstep: Class 15 contains 11335 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 8056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532470.000000 Penalty: 36418.070312
Iteration 85Q: 18 clusters Score -2.653247e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37445 members 
Mstep: Class 3 contains 212162 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 18500 members 
Mstep: Class 7 contains 5450 members 
Mstep: Class 8 contains 83987 members 
Mstep: Class 9 contains 77102 members 
Mstep: Class 10 contains 4293 members 
Mstep: Class 11 contains 19951 members 
Mstep: Class 12 contains 11310 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 11464 members 
Mstep: Class 17 contains 17249 members 
Mstep: Class 18 contains 8017 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 18 clusters Score -2.65328e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 37710 members 
Mstep: Class 3 contains 212219 members 
Mstep: Class 4 contains 7377 members 
Mstep: Class 5 contains 2985 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 5437 members 
Mstep: Class 8 contains 84515 members 
Mstep: Class 9 contains 76025 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 19946 members 
Mstep: Class 12 contains 11300 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 11579 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 7967 members 
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Iteration 87Q: 18 clusters Score -2.653289e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 37948 members 
Mstep: Class 3 contains 212297 members 
Mstep: Class 4 contains 7407 members 
Mstep: Class 5 contains 2995 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 84980 members 
Mstep: Class 9 contains 75085 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 19904 members 
Mstep: Class 12 contains 11290 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 7461 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 7903 members 
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Iteration 88Q: 18 clusters Score -2.65329e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 38143 members 
Mstep: Class 3 contains 212364 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 18409 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 85409 members 
Mstep: Class 9 contains 74275 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 19873 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 11824 members 
Mstep: Class 17 contains 17492 members 
Mstep: Class 18 contains 7835 members 
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Iteration 89Q: 18 clusters Score -2.653318e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 38349 members 
Mstep: Class 3 contains 212444 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 18367 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 85777 members 
Mstep: Class 9 contains 73541 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 19825 members 
Mstep: Class 12 contains 11262 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 17 contains 17534 members 
Mstep: Class 18 contains 7772 members 
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Iteration 90Q: 18 clusters Score -2.653332e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 38528 members 
Mstep: Class 3 contains 212508 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 18339 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 86115 members 
Mstep: Class 9 contains 72889 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 19794 members 
Mstep: Class 12 contains 11248 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 7559 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 17 contains 17563 members 
Mstep: Class 18 contains 7694 members 
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Iteration 91Q: 18 clusters Score -2.653352e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 38703 members 
Mstep: Class 3 contains 212552 members 
Mstep: Class 4 contains 7512 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 18304 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 86450 members 
Mstep: Class 9 contains 72293 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 19746 members 
Mstep: Class 12 contains 11238 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 7587 members 
Mstep: Class 15 contains 12134 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 7623 members 
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Iteration 92Q: 18 clusters Score -2.65335e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38857 members 
Mstep: Class 3 contains 212601 members 
Mstep: Class 4 contains 7529 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 18276 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 86733 members 
Mstep: Class 9 contains 71795 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 19707 members 
Mstep: Class 12 contains 11230 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 7613 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 17 contains 17586 members 
Mstep: Class 18 contains 7539 members 
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Iteration 93Q: 18 clusters Score -2.653359e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 38970 members 
Mstep: Class 3 contains 212643 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 18247 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 86963 members 
Mstep: Class 9 contains 71384 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 19690 members 
Mstep: Class 12 contains 11222 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 12316 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 7477 members 
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Iteration 94Q: 18 clusters Score -2.653364e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 39068 members 
Mstep: Class 3 contains 212664 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 18218 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 87157 members 
Mstep: Class 9 contains 71064 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 11220 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 12394 members 
Mstep: Class 17 contains 17577 members 
Mstep: Class 18 contains 7424 members 
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Iteration 95Q: 18 clusters Score -2.653357e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39174 members 
Mstep: Class 3 contains 212661 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 87326 members 
Mstep: Class 9 contains 70764 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 19631 members 
Mstep: Class 12 contains 11218 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 7668 members 
Mstep: Class 15 contains 12490 members 
Mstep: Class 17 contains 17581 members 
Mstep: Class 18 contains 7354 members 
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Iteration 96Q: 18 clusters Score -2.653365e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39266 members 
Mstep: Class 3 contains 212666 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 18169 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 87496 members 
Mstep: Class 9 contains 70468 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 19614 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 12598 members 
Mstep: Class 17 contains 17579 members 
Mstep: Class 18 contains 7267 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -2.65337e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 212638 members 
Mstep: Class 4 contains 7622 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 18158 members 
Mstep: Class 7 contains 5369 members 
Mstep: Class 8 contains 87652 members 
Mstep: Class 9 contains 70201 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 19595 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 17 contains 17577 members 
Mstep: Class 18 contains 7192 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -2.653379e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 39446 members 
Mstep: Class 3 contains 212625 members 
Mstep: Class 4 contains 7638 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 18128 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 87806 members 
Mstep: Class 9 contains 69965 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 19570 members 
Mstep: Class 12 contains 11200 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 17 contains 17567 members 
Mstep: Class 18 contains 7117 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -2.65338e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39525 members 
Mstep: Class 3 contains 212591 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 87989 members 
Mstep: Class 9 contains 69717 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 19549 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 12891 members 
Mstep: Class 17 contains 17553 members 
Mstep: Class 18 contains 7054 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -2.653392e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39590 members 
Mstep: Class 3 contains 212573 members 
Mstep: Class 4 contains 7657 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 18073 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 88150 members 
Mstep: Class 9 contains 69509 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 17 contains 17538 members 
Mstep: Class 18 contains 7000 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -2.653391e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39658 members 
Mstep: Class 3 contains 212553 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 18035 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 88292 members 
Mstep: Class 9 contains 69315 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 19503 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 7757 members 
Mstep: Class 15 contains 13062 members 
Mstep: Class 17 contains 17545 members 
Mstep: Class 18 contains 6933 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -2.653384e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 212516 members 
Mstep: Class 4 contains 7671 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 18018 members 
Mstep: Class 7 contains 5373 members 
Mstep: Class 8 contains 88404 members 
Mstep: Class 9 contains 69142 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 17 contains 17546 members 
Mstep: Class 18 contains 6861 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -2.653384e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 39791 members 
Mstep: Class 3 contains 212485 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 17996 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 88530 members 
Mstep: Class 9 contains 68983 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 19474 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 7773 members 
Mstep: Class 15 contains 13263 members 
Mstep: Class 17 contains 17532 members 
Mstep: Class 18 contains 6783 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -2.653386e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39843 members 
Mstep: Class 3 contains 212469 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 17974 members 
Mstep: Class 7 contains 5376 members 
Mstep: Class 8 contains 88660 members 
Mstep: Class 9 contains 68830 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 19462 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 17 contains 17514 members 
Mstep: Class 18 contains 6699 members 
Entering Unmasked Estep 
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Iteration 105Q: 18 clusters Score -2.653392e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 39895 members 
Mstep: Class 3 contains 212465 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 17954 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 88778 members 
Mstep: Class 9 contains 68701 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 13475 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 6611 members 
Entering Unmasked Estep 
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Iteration 106Q: 18 clusters Score -2.653395e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39934 members 
Mstep: Class 3 contains 212452 members 
Mstep: Class 4 contains 7681 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 17931 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 88884 members 
Mstep: Class 9 contains 68582 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 19439 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 7784 members 
Mstep: Class 15 contains 13568 members 
Mstep: Class 17 contains 17479 members 
Mstep: Class 18 contains 6545 members 
Entering Unmasked Estep 
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Iteration 107Q: 18 clusters Score -2.653396e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39969 members 
Mstep: Class 3 contains 212419 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 88974 members 
Mstep: Class 9 contains 68473 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 11179 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 7792 members 
Mstep: Class 15 contains 13671 members 
Mstep: Class 17 contains 17463 members 
Mstep: Class 18 contains 6479 members 
Entering Unmasked Estep 
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Iteration 108Q: 18 clusters Score -2.653401e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40005 members 
Mstep: Class 3 contains 212395 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 89069 members 
Mstep: Class 9 contains 68358 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 11174 members 
Mstep: Class 13 contains 4739 members 
Mstep: Class 14 contains 7797 members 
Mstep: Class 15 contains 13774 members 
Mstep: Class 17 contains 17447 members 
Mstep: Class 18 contains 6406 members 
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Iteration 109Q: 18 clusters Score -2.653408e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40029 members 
Mstep: Class 3 contains 212384 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 17889 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 89157 members 
Mstep: Class 9 contains 68251 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 19420 members 
Mstep: Class 12 contains 11173 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 7801 members 
Mstep: Class 15 contains 13869 members 
Mstep: Class 17 contains 17439 members 
Mstep: Class 18 contains 6330 members 
Entering Unmasked Estep 
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Iteration 110Q: 18 clusters Score -2.653405e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40057 members 
Mstep: Class 3 contains 212375 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 17878 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 89223 members 
Mstep: Class 9 contains 68153 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 19416 members 
Mstep: Class 12 contains 11162 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 7810 members 
Mstep: Class 15 contains 13969 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 18 contains 6254 members 
Entering Unmasked Estep 
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Iteration 111Q: 18 clusters Score -2.65341e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40091 members 
Mstep: Class 3 contains 212369 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 17869 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 89275 members 
Mstep: Class 9 contains 68060 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 11153 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 14042 members 
Mstep: Class 17 contains 17425 members 
Mstep: Class 18 contains 6194 members 
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Iteration 112Q: 18 clusters Score -2.653407e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40123 members 
Mstep: Class 3 contains 212356 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 17863 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 89331 members 
Mstep: Class 9 contains 67978 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 11150 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 14109 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 18 contains 6130 members 
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Iteration 113Q: 18 clusters Score -2.653408e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40157 members 
Mstep: Class 3 contains 212335 members 
Mstep: Class 4 contains 7709 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 17860 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 89383 members 
Mstep: Class 9 contains 67907 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 19406 members 
Mstep: Class 12 contains 11145 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 14181 members 
Mstep: Class 17 contains 17421 members 
Mstep: Class 18 contains 6057 members 
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Iteration 114Q: 18 clusters Score -2.653403e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40168 members 
Mstep: Class 3 contains 212335 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 3114 members 
Mstep: Class 6 contains 17854 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 89445 members 
Mstep: Class 9 contains 67837 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 19400 members 
Mstep: Class 12 contains 11139 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 7836 members 
Mstep: Class 15 contains 14262 members 
Mstep: Class 17 contains 17414 members 
Mstep: Class 18 contains 5979 members 
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Iteration 115Q: 18 clusters Score -2.653405e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40185 members 
Mstep: Class 3 contains 212334 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 17847 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 89502 members 
Mstep: Class 9 contains 67769 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 19394 members 
Mstep: Class 12 contains 11136 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 14340 members 
Mstep: Class 17 contains 17408 members 
Mstep: Class 18 contains 5907 members 
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Iteration 116Q: 18 clusters Score -2.65341e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40202 members 
Mstep: Class 3 contains 212338 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 89544 members 
Mstep: Class 9 contains 67712 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 11134 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 14405 members 
Mstep: Class 17 contains 17402 members 
Mstep: Class 18 contains 5851 members 
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Iteration 117Q: 18 clusters Score -2.653423e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40213 members 
Mstep: Class 3 contains 212335 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 17829 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 89590 members 
Mstep: Class 9 contains 67655 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 11132 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 7849 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 17 contains 17404 members 
Mstep: Class 18 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534214.000000 Penalty: 36418.070312
Iteration 118Q: 18 clusters Score -2.653421e+07 nChanged 221
Entering ConstructFrom: 
Score: -26534214.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -102929.140625 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -102929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -100833.015625 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -100833 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -101255.851562 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -101255.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -101331.523438 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -101331.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -101374.953125 Penalty: 2474.330566
	Iteration 3Q: 3 clusters Score -101375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -101411.437500 Penalty: 2474.330566
	Iteration 4Q: 3 clusters Score -101411.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101440.226562 Penalty: 2474.330566
	Iteration 5Q: 3 clusters Score -101440.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -101462.734375 Penalty: 2474.330566
	Iteration 6Q: 3 clusters Score -101462.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -101487.117188 Penalty: 2474.330566
	Iteration 7Q: 3 clusters Score -101487.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -101512.859375 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -101512.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -101525.265625 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -101525.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -101535.289062 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -101535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -101544.546875 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -101544.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -101549.468750 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -101549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -101552.656250 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -101552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -101556.679688 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -101556.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -101563.140625 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -101563.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -101573.093750 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -101573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -101580.125000 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -101580.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -101591.421875 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -101591.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -101605.460938 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -101605.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -101618.882812 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -101618.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -101627.687500 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -101627.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -101637.617188 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -101637.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -101646.632812 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -101646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -101658.484375 Penalty: 2474.330566
	Iteration 24Q: 3 clusters Score -101658.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -101667.429688 Penalty: 2474.330566
	Iteration 25Q: 3 clusters Score -101667.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -101674.414062 Penalty: 2474.330566
	Iteration 26Q: 3 clusters Score -101674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -101677.929688 Penalty: 2474.330566
	Iteration 27Q: 3 clusters Score -101677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -101681.757812 Penalty: 2474.330566
	Iteration 28Q: 3 clusters Score -101681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -101684.921875 Penalty: 2474.330566
	Iteration 29Q: 3 clusters Score -101684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -101689.046875 Penalty: 2474.330566
	Iteration 30Q: 3 clusters Score -101689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -101694.804688 Penalty: 2474.330566
	Iteration 31Q: 3 clusters Score -101694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -101700.546875 Penalty: 2474.330566
	Iteration 32Q: 3 clusters Score -101700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -101705.914062 Penalty: 2474.330566
	Iteration 33Q: 3 clusters Score -101705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -101710.148438 Penalty: 2474.330566
	Iteration 34Q: 3 clusters Score -101710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -101711.640625 Penalty: 2474.330566
	Iteration 35Q: 3 clusters Score -101711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -101712.445312 Penalty: 2474.330566
	Iteration 36Q: 3 clusters Score -101712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -101712.445312 Penalty: 2474.330566
	Iteration 37F: 3 clusters Score -101712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Entering Unmasked Estep 
Score: -2111788.750000 Penalty: 1722.840332
	Iteration 0F: 2 clusters Score -2111789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2084862.250000 Penalty: 3445.680664
	Iteration 0F: 3 clusters Score -2084862 nChanged 18617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2095235.500000 Penalty: 3445.680664
	Iteration 1F: 3 clusters Score -2095236 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2095581.875000 Penalty: 3445.680664
	Iteration 2Q: 3 clusters Score -2095582 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2095890.375000 Penalty: 3445.680664
	Iteration 3Q: 3 clusters Score -2095890 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2096202.125000 Penalty: 3445.680664
	Iteration 4Q: 3 clusters Score -2096202 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2096591.500000 Penalty: 3445.680664
	Iteration 5Q: 3 clusters Score -2096592 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2097116.875000 Penalty: 3445.680664
	Iteration 6Q: 3 clusters Score -2097117 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2097964.500000 Penalty: 3445.680664
	Iteration 7Q: 3 clusters Score -2097964 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2099344.250000 Penalty: 3445.680664
	Iteration 8Q: 3 clusters Score -2099344 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2101116.000000 Penalty: 3445.680664
	Iteration 9F: 3 clusters Score -2101116 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2102788.250000 Penalty: 3445.680664
	Iteration 10F: 3 clusters Score -2102788 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2104111.500000 Penalty: 3445.680664
	Iteration 11F: 3 clusters Score -2104112 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2104832.500000 Penalty: 3445.680664
	Iteration 12Q: 3 clusters Score -2104832 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2105133.500000 Penalty: 3445.680664
	Iteration 13Q: 3 clusters Score -2105134 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2105295.000000 Penalty: 3445.680664
	Iteration 14Q: 3 clusters Score -2105295 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2105372.250000 Penalty: 3445.680664
	Iteration 15Q: 3 clusters Score -2105372 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -2105423.250000 Penalty: 3445.680664
	Iteration 16Q: 3 clusters Score -2105423 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2105482.500000 Penalty: 3445.680664
	Iteration 17Q: 3 clusters Score -2105482 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -2105521.500000 Penalty: 3445.680664
	Iteration 18Q: 3 clusters Score -2105522 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -2105581.750000 Penalty: 3445.680664
	Iteration 19Q: 3 clusters Score -2105582 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -2105643.000000 Penalty: 3445.680664
	Iteration 20F: 3 clusters Score -2105643 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2105688.250000 Penalty: 3445.680664
	Iteration 21Q: 3 clusters Score -2105688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -2105750.750000 Penalty: 3445.680664
	Iteration 22Q: 3 clusters Score -2105751 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -2105811.750000 Penalty: 3445.680664
	Iteration 23Q: 3 clusters Score -2105812 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -2105872.250000 Penalty: 3445.680664
	Iteration 24Q: 3 clusters Score -2105872 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -2105951.750000 Penalty: 3445.680664
	Iteration 25Q: 3 clusters Score -2105952 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -2106036.750000 Penalty: 3445.680664
	Iteration 26Q: 3 clusters Score -2106037 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -2106134.500000 Penalty: 3445.680664
	Iteration 27Q: 3 clusters Score -2106134 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -2106263.000000 Penalty: 3445.680664
	Iteration 28Q: 3 clusters Score -2106263 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -2106395.500000 Penalty: 3445.680664
	Iteration 29Q: 3 clusters Score -2106396 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -2106529.500000 Penalty: 3445.680664
	Iteration 30Q: 3 clusters Score -2106530 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -2106686.250000 Penalty: 3445.680664
	Iteration 31Q: 3 clusters Score -2106686 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -2106885.000000 Penalty: 3445.680664
	Iteration 32Q: 3 clusters Score -2106885 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -2107102.250000 Penalty: 3445.680664
	Iteration 33Q: 3 clusters Score -2107102 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -2107336.750000 Penalty: 3445.680664
	Iteration 34Q: 3 clusters Score -2107337 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -2107600.000000 Penalty: 3445.680664
	Iteration 35Q: 3 clusters Score -2107600 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -2107860.750000 Penalty: 3445.680664
	Iteration 36Q: 3 clusters Score -2107861 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -2108153.750000 Penalty: 3445.680664
	Iteration 37Q: 3 clusters Score -2108154 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -2108441.500000 Penalty: 3445.680664
	Iteration 38Q: 3 clusters Score -2108442 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -2108684.500000 Penalty: 3445.680664
	Iteration 39Q: 3 clusters Score -2108684 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -2108899.250000 Penalty: 3445.680664
	Iteration 40F: 3 clusters Score -2108899 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -2109116.750000 Penalty: 3445.680664
	Iteration 41Q: 3 clusters Score -2109117 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -2109318.000000 Penalty: 3445.680664
	Iteration 42Q: 3 clusters Score -2109318 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -2109482.000000 Penalty: 3445.680664
	Iteration 43Q: 3 clusters Score -2109482 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -2109633.500000 Penalty: 3445.680664
	Iteration 44Q: 3 clusters Score -2109634 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -2109738.500000 Penalty: 3445.680664
	Iteration 45Q: 3 clusters Score -2109738 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -2109833.500000 Penalty: 3445.680664
	Iteration 46Q: 3 clusters Score -2109834 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -2109903.000000 Penalty: 3445.680664
	Iteration 47Q: 3 clusters Score -2109903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -2109957.500000 Penalty: 3445.680664
	Iteration 48Q: 3 clusters Score -2109958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -2109997.500000 Penalty: 3445.680664
	Iteration 49Q: 3 clusters Score -2109998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -2110030.250000 Penalty: 3445.680664
	Iteration 50Q: 3 clusters Score -2110030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -2110076.250000 Penalty: 3445.680664
	Iteration 51Q: 3 clusters Score -2110076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -2110110.750000 Penalty: 3445.680664
	Iteration 52Q: 3 clusters Score -2110111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -2110146.500000 Penalty: 3445.680664
	Iteration 53Q: 3 clusters Score -2110146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -2110180.000000 Penalty: 3445.680664
	Iteration 54Q: 3 clusters Score -2110180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -2110195.250000 Penalty: 3445.680664
	Iteration 55Q: 3 clusters Score -2110195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -2110208.500000 Penalty: 3445.680664
	Iteration 56Q: 3 clusters Score -2110208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -2110226.500000 Penalty: 3445.680664
	Iteration 57Q: 3 clusters Score -2110226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -2110246.750000 Penalty: 3445.680664
	Iteration 58Q: 3 clusters Score -2110247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -2110253.500000 Penalty: 3445.680664
	Iteration 59Q: 3 clusters Score -2110254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -2110256.000000 Penalty: 3445.680664
	Iteration 60F: 3 clusters Score -2110256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -2110260.750000 Penalty: 3445.680664
	Iteration 61Q: 3 clusters Score -2110261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -2110271.000000 Penalty: 3445.680664
	Iteration 62Q: 3 clusters Score -2110271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -2110277.250000 Penalty: 3445.680664
	Iteration 63Q: 3 clusters Score -2110277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -2110280.000000 Penalty: 3445.680664
	Iteration 64Q: 3 clusters Score -2110280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -2110282.500000 Penalty: 3445.680664
	Iteration 65Q: 3 clusters Score -2110282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -2110286.750000 Penalty: 3445.680664
	Iteration 66Q: 3 clusters Score -2110287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -2110287.750000 Penalty: 3445.680664
	Iteration 67Q: 3 clusters Score -2110288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -2110290.000000 Penalty: 3445.680664
	Iteration 68Q: 3 clusters Score -2110290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -2110292.750000 Penalty: 3445.680664
	Iteration 69Q: 3 clusters Score -2110293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -2110289.750000 Penalty: 3445.680664
	Iteration 70Q: 3 clusters Score -2110290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -2110293.000000 Penalty: 3445.680664
	Iteration 71Q: 3 clusters Score -2110293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -2110294.000000 Penalty: 3445.680664
	Iteration 72Q: 3 clusters Score -2110294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -2110289.250000 Penalty: 3445.680664
	Iteration 73Q: 3 clusters Score -2110289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -2110294.750000 Penalty: 3445.680664
	Iteration 74Q: 3 clusters Score -2110295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -2110294.750000 Penalty: 3445.680664
	Iteration 75Q: 3 clusters Score -2110295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -2110294.500000 Penalty: 3445.680664
	Iteration 76Q: 3 clusters Score -2110294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -2110294.500000 Penalty: 3445.680664
	Iteration 77F: 3 clusters Score -2110294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (212338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212338 members 
Entering Unmasked Estep 
Score: -11069637.000000 Penalty: 1993.214478
	Iteration 0F: 2 clusters Score -1.106964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 106467 members 
Entering Unmasked Estep 
Score: -10926065.000000 Penalty: 3986.428955
	Iteration 0F: 3 clusters Score -1.092606e+07 nChanged 103382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 113309 members 
Entering Unmasked Estep 
Score: -10988389.000000 Penalty: 3986.428955
	Iteration 1F: 3 clusters Score -1.098839e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -10990526.000000 Penalty: 3986.428955
	Iteration 2Q: 3 clusters Score -1.099053e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -10993852.000000 Penalty: 3986.428955
	Iteration 3Q: 3 clusters Score -1.099385e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -10999485.000000 Penalty: 3986.428955
	Iteration 4Q: 3 clusters Score -1.099948e+07 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -11008853.000000 Penalty: 3986.428955
	Iteration 5F: 3 clusters Score -1.100885e+07 nChanged 16879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -11022767.000000 Penalty: 3986.428955
	Iteration 6F: 3 clusters Score -1.102277e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 180783 members 
Entering Unmasked Estep 
Score: -11038457.000000 Penalty: 3986.428955
	Iteration 7F: 3 clusters Score -1.103846e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -11051965.000000 Penalty: 3986.428955
	Iteration 8F: 3 clusters Score -1.105196e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 204198 members 
Entering Unmasked Estep 
Score: -11060643.000000 Penalty: 3986.428955
	Iteration 9Q: 3 clusters Score -1.106064e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 209026 members 
Entering Unmasked Estep 
Score: -11065099.000000 Penalty: 3986.428955
	Iteration 10Q: 3 clusters Score -1.10651e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 211047 members 
Entering Unmasked Estep 
Score: -11066841.000000 Penalty: 3986.428955
	Iteration 11Q: 3 clusters Score -1.106684e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 211767 members 
Entering Unmasked Estep 
Score: -11067429.000000 Penalty: 3986.428955
	Iteration 12Q: 3 clusters Score -1.106743e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212004 members 
Entering Unmasked Estep 
Score: -11067695.000000 Penalty: 3986.428955
	Iteration 13Q: 3 clusters Score -1.10677e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 212078 members 
Entering Unmasked Estep 
Score: -11067804.000000 Penalty: 3986.428955
	Iteration 14Q: 3 clusters Score -1.10678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 212102 members 
Entering Unmasked Estep 
Score: -11067833.000000 Penalty: 3986.428955
	Iteration 15Q: 3 clusters Score -1.106783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212113 members 
Entering Unmasked Estep 
Score: -11067845.000000 Penalty: 3986.428955
	Iteration 16Q: 3 clusters Score -1.106784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212120 members 
Entering Unmasked Estep 
Score: -11067849.000000 Penalty: 3986.428955
	Iteration 17Q: 3 clusters Score -1.106785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -11067852.000000 Penalty: 3986.428955
	Iteration 18Q: 3 clusters Score -1.106785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212126 members 
Entering Unmasked Estep 
Score: -11067855.000000 Penalty: 3986.428955
	Iteration 19Q: 3 clusters Score -1.106786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212132 members 
Entering Unmasked Estep 
Score: -11067858.000000 Penalty: 3986.428955
	Iteration 20F: 3 clusters Score -1.106786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212133 members 
Entering Unmasked Estep 
Score: -11067858.000000 Penalty: 3986.428955
	Iteration 21Q: 3 clusters Score -1.106786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 212137 members 
Entering Unmasked Estep 
Score: -11067863.000000 Penalty: 3986.428955
	Iteration 22Q: 3 clusters Score -1.106786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212138 members 
Entering Unmasked Estep 
Score: -11067870.000000 Penalty: 3986.428955
	Iteration 23Q: 3 clusters Score -1.106787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -11067868.000000 Penalty: 3986.428955
	Iteration 24Q: 3 clusters Score -1.106787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212141 members 
Entering Unmasked Estep 
Score: -11067868.000000 Penalty: 3986.428955
	Iteration 25Q: 3 clusters Score -1.106787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -11067869.000000 Penalty: 3986.428955
	Iteration 26Q: 3 clusters Score -1.106787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 212139 members 
Entering Unmasked Estep 
Score: -11067873.000000 Penalty: 3986.428955
	Iteration 27Q: 3 clusters Score -1.106787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -11067878.000000 Penalty: 3986.428955
	Iteration 28Q: 3 clusters Score -1.106788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -11067878.000000 Penalty: 3986.428955
	Iteration 29F: 3 clusters Score -1.106788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -411433.562500 Penalty: 1454.545898
	Iteration 0F: 2 clusters Score -411433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -405722.468750 Penalty: 2909.091797
	Iteration 0F: 3 clusters Score -405722.5 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -407458.406250 Penalty: 2909.091797
	Iteration 1F: 3 clusters Score -407458.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -407704.875000 Penalty: 2909.091797
	Iteration 2F: 3 clusters Score -407704.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -407899.593750 Penalty: 2909.091797
	Iteration 3F: 3 clusters Score -407899.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -408058.218750 Penalty: 2909.091797
	Iteration 4Q: 3 clusters Score -408058.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -408194.968750 Penalty: 2909.091797
	Iteration 5Q: 3 clusters Score -408195 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -408310.875000 Penalty: 2909.091797
	Iteration 6Q: 3 clusters Score -408310.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -408426.875000 Penalty: 2909.091797
	Iteration 7Q: 3 clusters Score -408426.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -408537.156250 Penalty: 2909.091797
	Iteration 8Q: 3 clusters Score -408537.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -408648.343750 Penalty: 2909.091797
	Iteration 9Q: 3 clusters Score -408648.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -408762.875000 Penalty: 2909.091797
	Iteration 10Q: 3 clusters Score -408762.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -408881.156250 Penalty: 2909.091797
	Iteration 11Q: 3 clusters Score -408881.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -408987.281250 Penalty: 2909.091797
	Iteration 12Q: 3 clusters Score -408987.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -409084.593750 Penalty: 2909.091797
	Iteration 13Q: 3 clusters Score -409084.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -409178.593750 Penalty: 2909.091797
	Iteration 14Q: 3 clusters Score -409178.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -409272.156250 Penalty: 2909.091797
	Iteration 15Q: 3 clusters Score -409272.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -409368.343750 Penalty: 2909.091797
	Iteration 16Q: 3 clusters Score -409368.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -409470.718750 Penalty: 2909.091797
	Iteration 17Q: 3 clusters Score -409470.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409567.312500 Penalty: 2909.091797
	Iteration 18Q: 3 clusters Score -409567.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -409669.906250 Penalty: 2909.091797
	Iteration 19Q: 3 clusters Score -409669.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -409764.343750 Penalty: 2909.091797
	Iteration 20F: 3 clusters Score -409764.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -409840.531250 Penalty: 2909.091797
	Iteration 21Q: 3 clusters Score -409840.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -409905.968750 Penalty: 2909.091797
	Iteration 22Q: 3 clusters Score -409906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -409964.312500 Penalty: 2909.091797
	Iteration 23Q: 3 clusters Score -409964.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -410016.156250 Penalty: 2909.091797
	Iteration 24Q: 3 clusters Score -410016.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -410066.218750 Penalty: 2909.091797
	Iteration 25Q: 3 clusters Score -410066.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -410108.406250 Penalty: 2909.091797
	Iteration 26Q: 3 clusters Score -410108.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -410133.562500 Penalty: 2909.091797
	Iteration 27Q: 3 clusters Score -410133.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -410164.000000 Penalty: 2909.091797
	Iteration 28Q: 3 clusters Score -410164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -410188.437500 Penalty: 2909.091797
	Iteration 29Q: 3 clusters Score -410188.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -410206.375000 Penalty: 2909.091797
	Iteration 30Q: 3 clusters Score -410206.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -410222.625000 Penalty: 2909.091797
	Iteration 31Q: 3 clusters Score -410222.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -410243.093750 Penalty: 2909.091797
	Iteration 32Q: 3 clusters Score -410243.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -410262.250000 Penalty: 2909.091797
	Iteration 33Q: 3 clusters Score -410262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -410274.593750 Penalty: 2909.091797
	Iteration 34Q: 3 clusters Score -410274.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -410286.000000 Penalty: 2909.091797
	Iteration 35Q: 3 clusters Score -410286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -410293.625000 Penalty: 2909.091797
	Iteration 36Q: 3 clusters Score -410293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -410297.843750 Penalty: 2909.091797
	Iteration 37Q: 3 clusters Score -410297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -410303.656250 Penalty: 2909.091797
	Iteration 38Q: 3 clusters Score -410303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -410305.312500 Penalty: 2909.091797
	Iteration 39Q: 3 clusters Score -410305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -410306.781250 Penalty: 2909.091797
	Iteration 40F: 3 clusters Score -410306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -155554.765625 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -155554.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -152809.484375 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -152809.5 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -153527.140625 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -153527.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -153710.093750 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -153710.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -153810.296875 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -153810.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -153877.234375 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -153877.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -153939.312500 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -153939.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -153994.750000 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -153994.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -154049.531250 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -154049.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -154108.187500 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -154108.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -154161.812500 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -154161.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -154215.296875 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -154215.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -154269.125000 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -154269.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154313.734375 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -154313.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154351.968750 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -154352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -154388.171875 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -154388.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -154416.296875 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -154416.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -154437.812500 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -154437.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154454.890625 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -154454.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154469.406250 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -154469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154487.640625 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -154487.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -154500.437500 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -154500.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154510.015625 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -154510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -154520.734375 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -154520.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -154528.359375 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -154528.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -154538.828125 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -154538.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -154547.515625 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -154547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154551.187500 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -154551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -154553.781250 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -154553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -154555.062500 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -154555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -154556.765625 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -154556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -154557.515625 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -154557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -154557.515625 Penalty: 2615.024658
	Iteration 31F: 3 clusters Score -154557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -949973.375000 Penalty: 1590.562378
	Iteration 0F: 2 clusters Score -949973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -937740.375000 Penalty: 3181.124756
	Iteration 0F: 3 clusters Score -937740.4 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -942025.500000 Penalty: 3181.124756
	Iteration 1F: 3 clusters Score -942025.5 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -942364.250000 Penalty: 3181.124756
	Iteration 2F: 3 clusters Score -942364.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -942715.812500 Penalty: 3181.124756
	Iteration 3Q: 3 clusters Score -942715.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -943136.750000 Penalty: 3181.124756
	Iteration 4F: 3 clusters Score -943136.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -943626.312500 Penalty: 3181.124756
	Iteration 5F: 3 clusters Score -943626.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -944207.687500 Penalty: 3181.124756
	Iteration 6F: 3 clusters Score -944207.7 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -944911.500000 Penalty: 3181.124756
	Iteration 7F: 3 clusters Score -944911.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -945672.000000 Penalty: 3181.124756
	Iteration 8F: 3 clusters Score -945672 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -946436.562500 Penalty: 3181.124756
	Iteration 9F: 3 clusters Score -946436.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -947060.750000 Penalty: 3181.124756
	Iteration 10Q: 3 clusters Score -947060.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -947424.187500 Penalty: 3181.124756
	Iteration 11Q: 3 clusters Score -947424.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -947616.250000 Penalty: 3181.124756
	Iteration 12Q: 3 clusters Score -947616.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -947734.187500 Penalty: 3181.124756
	Iteration 13Q: 3 clusters Score -947734.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -947820.187500 Penalty: 3181.124756
	Iteration 14Q: 3 clusters Score -947820.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -947882.500000 Penalty: 3181.124756
	Iteration 15Q: 3 clusters Score -947882.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -947950.625000 Penalty: 3181.124756
	Iteration 16Q: 3 clusters Score -947950.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -948011.562500 Penalty: 3181.124756
	Iteration 17Q: 3 clusters Score -948011.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -948054.250000 Penalty: 3181.124756
	Iteration 18Q: 3 clusters Score -948054.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -948092.500000 Penalty: 3181.124756
	Iteration 19Q: 3 clusters Score -948092.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -948138.812500 Penalty: 3181.124756
	Iteration 20F: 3 clusters Score -948138.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -948176.812500 Penalty: 3181.124756
	Iteration 21Q: 3 clusters Score -948176.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -948210.500000 Penalty: 3181.124756
	Iteration 22Q: 3 clusters Score -948210.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -948246.625000 Penalty: 3181.124756
	Iteration 23Q: 3 clusters Score -948246.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -948272.250000 Penalty: 3181.124756
	Iteration 24Q: 3 clusters Score -948272.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -948298.625000 Penalty: 3181.124756
	Iteration 25Q: 3 clusters Score -948298.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -948327.187500 Penalty: 3181.124756
	Iteration 26Q: 3 clusters Score -948327.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -948344.812500 Penalty: 3181.124756
	Iteration 27Q: 3 clusters Score -948344.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -948360.750000 Penalty: 3181.124756
	Iteration 28Q: 3 clusters Score -948360.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -948376.000000 Penalty: 3181.124756
	Iteration 29Q: 3 clusters Score -948376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -948391.812500 Penalty: 3181.124756
	Iteration 30Q: 3 clusters Score -948391.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -948409.375000 Penalty: 3181.124756
	Iteration 31Q: 3 clusters Score -948409.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -948424.000000 Penalty: 3181.124756
	Iteration 32Q: 3 clusters Score -948424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -948439.937500 Penalty: 3181.124756
	Iteration 33Q: 3 clusters Score -948439.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -948454.937500 Penalty: 3181.124756
	Iteration 34Q: 3 clusters Score -948454.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -948476.375000 Penalty: 3181.124756
	Iteration 35Q: 3 clusters Score -948476.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -948490.875000 Penalty: 3181.124756
	Iteration 36Q: 3 clusters Score -948490.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -948507.187500 Penalty: 3181.124756
	Iteration 37Q: 3 clusters Score -948507.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -948526.062500 Penalty: 3181.124756
	Iteration 38Q: 3 clusters Score -948526.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -948539.125000 Penalty: 3181.124756
	Iteration 39Q: 3 clusters Score -948539.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -948556.812500 Penalty: 3181.124756
	Iteration 40F: 3 clusters Score -948556.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -948568.750000 Penalty: 3181.124756
	Iteration 41Q: 3 clusters Score -948568.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -948585.500000 Penalty: 3181.124756
	Iteration 42Q: 3 clusters Score -948585.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -948602.687500 Penalty: 3181.124756
	Iteration 43Q: 3 clusters Score -948602.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -948612.125000 Penalty: 3181.124756
	Iteration 44Q: 3 clusters Score -948612.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -948623.312500 Penalty: 3181.124756
	Iteration 45Q: 3 clusters Score -948623.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -948632.062500 Penalty: 3181.124756
	Iteration 46Q: 3 clusters Score -948632.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -948641.687500 Penalty: 3181.124756
	Iteration 47Q: 3 clusters Score -948641.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -948649.312500 Penalty: 3181.124756
	Iteration 48Q: 3 clusters Score -948649.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -948652.000000 Penalty: 3181.124756
	Iteration 49Q: 3 clusters Score -948652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -948655.750000 Penalty: 3181.124756
	Iteration 50Q: 3 clusters Score -948655.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -948663.125000 Penalty: 3181.124756
	Iteration 51Q: 3 clusters Score -948663.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -948664.562500 Penalty: 3181.124756
	Iteration 52Q: 3 clusters Score -948664.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -948670.937500 Penalty: 3181.124756
	Iteration 53Q: 3 clusters Score -948670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -948675.437500 Penalty: 3181.124756
	Iteration 54Q: 3 clusters Score -948675.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -948682.187500 Penalty: 3181.124756
	Iteration 55Q: 3 clusters Score -948682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -948685.125000 Penalty: 3181.124756
	Iteration 56Q: 3 clusters Score -948685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -948691.250000 Penalty: 3181.124756
	Iteration 57Q: 3 clusters Score -948691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -948692.312500 Penalty: 3181.124756
	Iteration 58Q: 3 clusters Score -948692.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -948697.375000 Penalty: 3181.124756
	Iteration 59Q: 3 clusters Score -948697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -948697.375000 Penalty: 3181.124756
	Iteration 60F: 3 clusters Score -948697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -948698.250000 Penalty: 3181.124756
	Iteration 61Q: 3 clusters Score -948698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -948698.562500 Penalty: 3181.124756
	Iteration 62Q: 3 clusters Score -948698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -948701.687500 Penalty: 3181.124756
	Iteration 63Q: 3 clusters Score -948701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -948703.187500 Penalty: 3181.124756
	Iteration 64Q: 3 clusters Score -948703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -948704.250000 Penalty: 3181.124756
	Iteration 65Q: 3 clusters Score -948704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -948708.125000 Penalty: 3181.124756
	Iteration 66Q: 3 clusters Score -948708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -948712.250000 Penalty: 3181.124756
	Iteration 67Q: 3 clusters Score -948712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -948713.000000 Penalty: 3181.124756
	Iteration 68Q: 3 clusters Score -948713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -948713.062500 Penalty: 3181.124756
	Iteration 69Q: 3 clusters Score -948713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -948716.687500 Penalty: 3181.124756
	Iteration 70Q: 3 clusters Score -948716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -948719.375000 Penalty: 3181.124756
	Iteration 71Q: 3 clusters Score -948719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -948718.937500 Penalty: 3181.124756
	Iteration 72Q: 3 clusters Score -948718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -948720.062500 Penalty: 3181.124756
	Iteration 73Q: 3 clusters Score -948720.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -948724.312500 Penalty: 3181.124756
	Iteration 74Q: 3 clusters Score -948724.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -948727.750000 Penalty: 3181.124756
	Iteration 75Q: 3 clusters Score -948727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -948729.062500 Penalty: 3181.124756
	Iteration 76Q: 3 clusters Score -948729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -948730.312500 Penalty: 3181.124756
	Iteration 77Q: 3 clusters Score -948730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -948729.500000 Penalty: 3181.124756
	Iteration 78Q: 3 clusters Score -948729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -948729.125000 Penalty: 3181.124756
	Iteration 79Q: 3 clusters Score -948729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -948728.000000 Penalty: 3181.124756
	Iteration 80F: 3 clusters Score -948728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -948728.500000 Penalty: 3181.124756
	Iteration 81Q: 3 clusters Score -948728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -948728.687500 Penalty: 3181.124756
	Iteration 82Q: 3 clusters Score -948728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -948727.625000 Penalty: 3181.124756
	Iteration 83Q: 3 clusters Score -948727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -948729.875000 Penalty: 3181.124756
	Iteration 84Q: 3 clusters Score -948729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -948729.937500 Penalty: 3181.124756
	Iteration 85Q: 3 clusters Score -948729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -948730.375000 Penalty: 3181.124756
	Iteration 86Q: 3 clusters Score -948730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -948733.437500 Penalty: 3181.124756
	Iteration 87Q: 3 clusters Score -948733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -948734.250000 Penalty: 3181.124756
	Iteration 88Q: 3 clusters Score -948734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -948735.250000 Penalty: 3181.124756
	Iteration 89Q: 3 clusters Score -948735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -948736.875000 Penalty: 3181.124756
	Iteration 90Q: 3 clusters Score -948736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -948739.000000 Penalty: 3181.124756
	Iteration 91Q: 3 clusters Score -948739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -948739.312500 Penalty: 3181.124756
	Iteration 92Q: 3 clusters Score -948739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -948739.250000 Penalty: 3181.124756
	Iteration 93Q: 3 clusters Score -948739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -948741.875000 Penalty: 3181.124756
	Iteration 94Q: 3 clusters Score -948741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -948744.687500 Penalty: 3181.124756
	Iteration 95Q: 3 clusters Score -948744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -948746.375000 Penalty: 3181.124756
	Iteration 96Q: 3 clusters Score -948746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -948751.312500 Penalty: 3181.124756
	Iteration 97Q: 3 clusters Score -948751.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -948754.062500 Penalty: 3181.124756
	Iteration 98Q: 3 clusters Score -948754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -948759.562500 Penalty: 3181.124756
	Iteration 99Q: 3 clusters Score -948759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -948759.875000 Penalty: 3181.124756
	Iteration 100F: 3 clusters Score -948759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -948765.687500 Penalty: 3181.124756
	Iteration 101Q: 3 clusters Score -948765.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -948767.125000 Penalty: 3181.124756
	Iteration 102Q: 3 clusters Score -948767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -948768.250000 Penalty: 3181.124756
	Iteration 103Q: 3 clusters Score -948768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -948770.875000 Penalty: 3181.124756
	Iteration 104Q: 3 clusters Score -948770.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -948773.250000 Penalty: 3181.124756
	Iteration 105Q: 3 clusters Score -948773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -948774.187500 Penalty: 3181.124756
	Iteration 106Q: 3 clusters Score -948774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -948775.437500 Penalty: 3181.124756
	Iteration 107Q: 3 clusters Score -948775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -948775.875000 Penalty: 3181.124756
	Iteration 108Q: 3 clusters Score -948775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -948777.500000 Penalty: 3181.124756
	Iteration 109Q: 3 clusters Score -948777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -948778.000000 Penalty: 3181.124756
	Iteration 110Q: 3 clusters Score -948778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -948777.250000 Penalty: 3181.124756
	Iteration 111Q: 3 clusters Score -948777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -948778.187500 Penalty: 3181.124756
	Iteration 112Q: 3 clusters Score -948778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -948777.875000 Penalty: 3181.124756
	Iteration 113Q: 3 clusters Score -948777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -948779.312500 Penalty: 3181.124756
	Iteration 114Q: 3 clusters Score -948779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -948779.312500 Penalty: 3181.124756
	Iteration 115F: 3 clusters Score -948779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -244651.015625 Penalty: 1396.279053
	Iteration 0F: 2 clusters Score -244651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -240425.234375 Penalty: 2792.558105
	Iteration 0F: 3 clusters Score -240425.2 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -241555.031250 Penalty: 2792.558105
	Iteration 1F: 3 clusters Score -241555 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -241743.859375 Penalty: 2792.558105
	Iteration 2F: 3 clusters Score -241743.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -241888.578125 Penalty: 2792.558105
	Iteration 3F: 3 clusters Score -241888.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -241998.140625 Penalty: 2792.558105
	Iteration 4Q: 3 clusters Score -241998.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -242111.234375 Penalty: 2792.558105
	Iteration 5Q: 3 clusters Score -242111.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -242226.750000 Penalty: 2792.558105
	Iteration 6Q: 3 clusters Score -242226.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -242343.515625 Penalty: 2792.558105
	Iteration 7Q: 3 clusters Score -242343.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -242472.125000 Penalty: 2792.558105
	Iteration 8Q: 3 clusters Score -242472.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -242603.921875 Penalty: 2792.558105
	Iteration 9Q: 3 clusters Score -242603.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -242708.578125 Penalty: 2792.558105
	Iteration 10Q: 3 clusters Score -242708.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -242807.906250 Penalty: 2792.558105
	Iteration 11Q: 3 clusters Score -242807.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -242882.843750 Penalty: 2792.558105
	Iteration 12Q: 3 clusters Score -242882.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -242938.671875 Penalty: 2792.558105
	Iteration 13Q: 3 clusters Score -242938.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -242983.625000 Penalty: 2792.558105
	Iteration 14Q: 3 clusters Score -242983.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -243020.656250 Penalty: 2792.558105
	Iteration 15Q: 3 clusters Score -243020.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -243045.203125 Penalty: 2792.558105
	Iteration 16Q: 3 clusters Score -243045.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -243059.296875 Penalty: 2792.558105
	Iteration 17Q: 3 clusters Score -243059.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -243069.156250 Penalty: 2792.558105
	Iteration 18Q: 3 clusters Score -243069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -243078.421875 Penalty: 2792.558105
	Iteration 19Q: 3 clusters Score -243078.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -243086.796875 Penalty: 2792.558105
	Iteration 20F: 3 clusters Score -243086.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -243094.593750 Penalty: 2792.558105
	Iteration 21Q: 3 clusters Score -243094.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -243099.171875 Penalty: 2792.558105
	Iteration 22Q: 3 clusters Score -243099.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -243104.296875 Penalty: 2792.558105
	Iteration 23Q: 3 clusters Score -243104.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -243107.390625 Penalty: 2792.558105
	Iteration 24Q: 3 clusters Score -243107.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -243112.437500 Penalty: 2792.558105
	Iteration 25Q: 3 clusters Score -243112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -243117.062500 Penalty: 2792.558105
	Iteration 26Q: 3 clusters Score -243117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -243121.781250 Penalty: 2792.558105
	Iteration 27Q: 3 clusters Score -243121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -243127.890625 Penalty: 2792.558105
	Iteration 28Q: 3 clusters Score -243127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -243130.984375 Penalty: 2792.558105
	Iteration 29Q: 3 clusters Score -243131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243133.468750 Penalty: 2792.558105
	Iteration 30Q: 3 clusters Score -243133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -243134.953125 Penalty: 2792.558105
	Iteration 31Q: 3 clusters Score -243135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -243135.671875 Penalty: 2792.558105
	Iteration 32Q: 3 clusters Score -243135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -243136.718750 Penalty: 2792.558105
	Iteration 33Q: 3 clusters Score -243136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -243137.343750 Penalty: 2792.558105
	Iteration 34Q: 3 clusters Score -243137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -243137.796875 Penalty: 2792.558105
	Iteration 35Q: 3 clusters Score -243137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -243138.375000 Penalty: 2792.558105
	Iteration 36Q: 3 clusters Score -243138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -243140.046875 Penalty: 2792.558105
	Iteration 37Q: 3 clusters Score -243140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -243141.812500 Penalty: 2792.558105
	Iteration 38Q: 3 clusters Score -243141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -243143.343750 Penalty: 2792.558105
	Iteration 39Q: 3 clusters Score -243143.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -243147.218750 Penalty: 2792.558105
	Iteration 40F: 3 clusters Score -243147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243150.843750 Penalty: 2792.558105
	Iteration 41Q: 3 clusters Score -243150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -243154.671875 Penalty: 2792.558105
	Iteration 42Q: 3 clusters Score -243154.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -243157.171875 Penalty: 2792.558105
	Iteration 43Q: 3 clusters Score -243157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -243159.671875 Penalty: 2792.558105
	Iteration 44Q: 3 clusters Score -243159.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -243161.906250 Penalty: 2792.558105
	Iteration 45Q: 3 clusters Score -243161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -243163.031250 Penalty: 2792.558105
	Iteration 46Q: 3 clusters Score -243163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -243164.781250 Penalty: 2792.558105
	Iteration 47Q: 3 clusters Score -243164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -243167.140625 Penalty: 2792.558105
	Iteration 48Q: 3 clusters Score -243167.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -243169.421875 Penalty: 2792.558105
	Iteration 49Q: 3 clusters Score -243169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -243170.562500 Penalty: 2792.558105
	Iteration 50Q: 3 clusters Score -243170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -243171.671875 Penalty: 2792.558105
	Iteration 51Q: 3 clusters Score -243171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -243172.484375 Penalty: 2792.558105
	Iteration 52Q: 3 clusters Score -243172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -243172.343750 Penalty: 2792.558105
	Iteration 53Q: 3 clusters Score -243172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243173.359375 Penalty: 2792.558105
	Iteration 54Q: 3 clusters Score -243173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -243174.984375 Penalty: 2792.558105
	Iteration 55Q: 3 clusters Score -243175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -243175.703125 Penalty: 2792.558105
	Iteration 56Q: 3 clusters Score -243175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -243176.015625 Penalty: 2792.558105
	Iteration 57Q: 3 clusters Score -243176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -243175.765625 Penalty: 2792.558105
	Iteration 58Q: 3 clusters Score -243175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -243176.562500 Penalty: 2792.558105
	Iteration 59Q: 3 clusters Score -243176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -243176.859375 Penalty: 2792.558105
	Iteration 60F: 3 clusters Score -243176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -243177.093750 Penalty: 2792.558105
	Iteration 61Q: 3 clusters Score -243177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -243177.093750 Penalty: 2792.558105
	Iteration 62F: 3 clusters Score -243177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Entering Unmasked Estep 
Score: -4585553.500000 Penalty: 1853.047119
	Iteration 0F: 2 clusters Score -4585554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -4525792.000000 Penalty: 3706.094238
	Iteration 0F: 3 clusters Score -4525792 nChanged 42564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -4550642.000000 Penalty: 3706.094238
	Iteration 1F: 3 clusters Score -4550642 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -4551507.500000 Penalty: 3706.094238
	Iteration 2Q: 3 clusters Score -4551508 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4552616.000000 Penalty: 3706.094238
	Iteration 3Q: 3 clusters Score -4552616 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4554140.500000 Penalty: 3706.094238
	Iteration 4Q: 3 clusters Score -4554140 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4556402.000000 Penalty: 3706.094238
	Iteration 5Q: 3 clusters Score -4556402 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4560075.500000 Penalty: 3706.094238
	Iteration 6F: 3 clusters Score -4560076 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -4565428.000000 Penalty: 3706.094238
	Iteration 7F: 3 clusters Score -4565428 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4571698.500000 Penalty: 3706.094238
	Iteration 8F: 3 clusters Score -4571698 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4577160.500000 Penalty: 3706.094238
	Iteration 9F: 3 clusters Score -4577160 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4580553.500000 Penalty: 3706.094238
	Iteration 10Q: 3 clusters Score -4580554 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4582267.000000 Penalty: 3706.094238
	Iteration 11Q: 3 clusters Score -4582267 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4583015.000000 Penalty: 3706.094238
	Iteration 12Q: 3 clusters Score -4583015 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4583415.000000 Penalty: 3706.094238
	Iteration 13Q: 3 clusters Score -4583415 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4583610.500000 Penalty: 3706.094238
	Iteration 14Q: 3 clusters Score -4583610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4583739.000000 Penalty: 3706.094238
	Iteration 15Q: 3 clusters Score -4583739 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4583831.500000 Penalty: 3706.094238
	Iteration 16Q: 3 clusters Score -4583832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4583878.500000 Penalty: 3706.094238
	Iteration 17Q: 3 clusters Score -4583878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4583904.000000 Penalty: 3706.094238
	Iteration 18Q: 3 clusters Score -4583904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4583945.500000 Penalty: 3706.094238
	Iteration 19Q: 3 clusters Score -4583946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4583969.500000 Penalty: 3706.094238
	Iteration 20F: 3 clusters Score -4583970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4583990.000000 Penalty: 3706.094238
	Iteration 21Q: 3 clusters Score -4583990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4583998.000000 Penalty: 3706.094238
	Iteration 22Q: 3 clusters Score -4583998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4584006.000000 Penalty: 3706.094238
	Iteration 23Q: 3 clusters Score -4584006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4584022.000000 Penalty: 3706.094238
	Iteration 24Q: 3 clusters Score -4584022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4584033.000000 Penalty: 3706.094238
	Iteration 25Q: 3 clusters Score -4584033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4584045.500000 Penalty: 3706.094238
	Iteration 26Q: 3 clusters Score -4584046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4584048.500000 Penalty: 3706.094238
	Iteration 27Q: 3 clusters Score -4584048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4584049.000000 Penalty: 3706.094238
	Iteration 28Q: 3 clusters Score -4584049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4584052.000000 Penalty: 3706.094238
	Iteration 29Q: 3 clusters Score -4584052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4584053.500000 Penalty: 3706.094238
	Iteration 30Q: 3 clusters Score -4584054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4584055.500000 Penalty: 3706.094238
	Iteration 31Q: 3 clusters Score -4584056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4584056.000000 Penalty: 3706.094238
	Iteration 32Q: 3 clusters Score -4584056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4584059.000000 Penalty: 3706.094238
	Iteration 33Q: 3 clusters Score -4584059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4584059.500000 Penalty: 3706.094238
	Iteration 34Q: 3 clusters Score -4584060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4584060.000000 Penalty: 3706.094238
	Iteration 35Q: 3 clusters Score -4584060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4584061.000000 Penalty: 3706.094238
	Iteration 36Q: 3 clusters Score -4584061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4584064.000000 Penalty: 3706.094238
	Iteration 37Q: 3 clusters Score -4584064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4584063.500000 Penalty: 3706.094238
	Iteration 38Q: 3 clusters Score -4584064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4584069.000000 Penalty: 3706.094238
	Iteration 39Q: 3 clusters Score -4584069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4584071.500000 Penalty: 3706.094238
	Iteration 40F: 3 clusters Score -4584072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4584073.000000 Penalty: 3706.094238
	Iteration 41Q: 3 clusters Score -4584073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4584072.500000 Penalty: 3706.094238
	Iteration 42Q: 3 clusters Score -4584072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4584069.500000 Penalty: 3706.094238
	Iteration 43Q: 3 clusters Score -4584070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4584075.500000 Penalty: 3706.094238
	Iteration 44Q: 3 clusters Score -4584076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4584074.000000 Penalty: 3706.094238
	Iteration 45Q: 3 clusters Score -4584074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4584074.000000 Penalty: 3706.094238
	Iteration 46F: 3 clusters Score -4584074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Entering Unmasked Estep 
Score: -3529471.500000 Penalty: 1807.226440
	Iteration 0F: 2 clusters Score -3529472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -3484505.500000 Penalty: 3614.452881
	Iteration 0F: 3 clusters Score -3484506 nChanged 31854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3502455.250000 Penalty: 3614.452881
	Iteration 1F: 3 clusters Score -3502455 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3503032.500000 Penalty: 3614.452881
	Iteration 2Q: 3 clusters Score -3503032 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3503895.000000 Penalty: 3614.452881
	Iteration 3Q: 3 clusters Score -3503895 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3505161.500000 Penalty: 3614.452881
	Iteration 4Q: 3 clusters Score -3505162 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3507356.000000 Penalty: 3614.452881
	Iteration 5F: 3 clusters Score -3507356 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3510937.250000 Penalty: 3614.452881
	Iteration 6F: 3 clusters Score -3510937 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3515682.000000 Penalty: 3614.452881
	Iteration 7F: 3 clusters Score -3515682 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3520303.750000 Penalty: 3614.452881
	Iteration 8F: 3 clusters Score -3520304 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3523735.000000 Penalty: 3614.452881
	Iteration 9F: 3 clusters Score -3523735 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3525923.750000 Penalty: 3614.452881
	Iteration 10Q: 3 clusters Score -3525924 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3527057.000000 Penalty: 3614.452881
	Iteration 11Q: 3 clusters Score -3527057 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3527485.500000 Penalty: 3614.452881
	Iteration 12Q: 3 clusters Score -3527486 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3527689.250000 Penalty: 3614.452881
	Iteration 13Q: 3 clusters Score -3527689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3527760.000000 Penalty: 3614.452881
	Iteration 14Q: 3 clusters Score -3527760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3527789.750000 Penalty: 3614.452881
	Iteration 15Q: 3 clusters Score -3527790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3527807.250000 Penalty: 3614.452881
	Iteration 16Q: 3 clusters Score -3527807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3527820.500000 Penalty: 3614.452881
	Iteration 17Q: 3 clusters Score -3527820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3527835.500000 Penalty: 3614.452881
	Iteration 18Q: 3 clusters Score -3527836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3527837.000000 Penalty: 3614.452881
	Iteration 19Q: 3 clusters Score -3527837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3527841.500000 Penalty: 3614.452881
	Iteration 20F: 3 clusters Score -3527842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3527849.500000 Penalty: 3614.452881
	Iteration 21Q: 3 clusters Score -3527850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3527852.000000 Penalty: 3614.452881
	Iteration 22Q: 3 clusters Score -3527852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3527854.250000 Penalty: 3614.452881
	Iteration 23Q: 3 clusters Score -3527854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3527856.750000 Penalty: 3614.452881
	Iteration 24Q: 3 clusters Score -3527857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3527864.000000 Penalty: 3614.452881
	Iteration 25Q: 3 clusters Score -3527864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3527865.750000 Penalty: 3614.452881
	Iteration 26Q: 3 clusters Score -3527866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3527868.500000 Penalty: 3614.452881
	Iteration 27Q: 3 clusters Score -3527868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3527870.250000 Penalty: 3614.452881
	Iteration 28Q: 3 clusters Score -3527870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3527870.250000 Penalty: 3614.452881
	Iteration 29F: 3 clusters Score -3527870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -240417.890625 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -240417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -236659.859375 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -236659.9 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -237645.921875 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -237645.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -237829.875000 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -237829.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -238000.953125 Penalty: 2742.890869
	Iteration 3F: 3 clusters Score -238001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -238139.468750 Penalty: 2742.890869
	Iteration 4F: 3 clusters Score -238139.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -238289.140625 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -238289.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -238455.265625 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -238455.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -238595.296875 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -238595.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -238730.156250 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -238730.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -238862.218750 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -238862.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -238977.843750 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -238977.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -239094.125000 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -239094.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -239177.718750 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -239177.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -239247.156250 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -239247.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -239287.421875 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -239287.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -239310.937500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -239310.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -239329.484375 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -239329.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -239339.937500 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -239339.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -239346.984375 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -239347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -239351.859375 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -239351.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -239357.156250 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -239357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -239361.000000 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -239361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -239364.515625 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -239364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -239364.953125 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -239365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -239367.703125 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -239367.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -239369.234375 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -239369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -239370.578125 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -239370.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -239371.687500 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -239371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -239372.312500 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -239372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -239373.984375 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -239374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -239374.406250 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -239374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -239375.796875 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -239375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -239376.562500 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -239376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -239377.515625 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -239377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -239377.625000 Penalty: 2742.890869
	Iteration 34Q: 3 clusters Score -239377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -239377.625000 Penalty: 2742.890869
	Iteration 35F: 3 clusters Score -239377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Entering Unmasked Estep 
Score: -1031671.500000 Penalty: 1604.283325
	Iteration 0F: 2 clusters Score -1031672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1018322.312500 Penalty: 3208.566650
	Iteration 0F: 3 clusters Score -1018322 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1023085.875000 Penalty: 3208.566650
	Iteration 1F: 3 clusters Score -1023086 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1023395.937500 Penalty: 3208.566650
	Iteration 2Q: 3 clusters Score -1023396 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1023665.875000 Penalty: 3208.566650
	Iteration 3Q: 3 clusters Score -1023666 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1023964.562500 Penalty: 3208.566650
	Iteration 4Q: 3 clusters Score -1023965 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1024304.812500 Penalty: 3208.566650
	Iteration 5Q: 3 clusters Score -1024305 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1024707.750000 Penalty: 3208.566650
	Iteration 6Q: 3 clusters Score -1024708 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1025171.000000 Penalty: 3208.566650
	Iteration 7Q: 3 clusters Score -1025171 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1025759.625000 Penalty: 3208.566650
	Iteration 8Q: 3 clusters Score -1025760 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1026430.625000 Penalty: 3208.566650
	Iteration 9Q: 3 clusters Score -1026431 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1027175.250000 Penalty: 3208.566650
	Iteration 10Q: 3 clusters Score -1027175 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1027825.187500 Penalty: 3208.566650
	Iteration 11Q: 3 clusters Score -1027825 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1028348.250000 Penalty: 3208.566650
	Iteration 12Q: 3 clusters Score -1028348 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1028721.750000 Penalty: 3208.566650
	Iteration 13Q: 3 clusters Score -1028722 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1029021.875000 Penalty: 3208.566650
	Iteration 14Q: 3 clusters Score -1029022 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1029277.875000 Penalty: 3208.566650
	Iteration 15Q: 3 clusters Score -1029278 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1029457.875000 Penalty: 3208.566650
	Iteration 16Q: 3 clusters Score -1029458 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1029619.375000 Penalty: 3208.566650
	Iteration 17Q: 3 clusters Score -1029619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1029747.750000 Penalty: 3208.566650
	Iteration 18Q: 3 clusters Score -1029748 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1029855.812500 Penalty: 3208.566650
	Iteration 19Q: 3 clusters Score -1029856 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1029939.500000 Penalty: 3208.566650
	Iteration 20F: 3 clusters Score -1029940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1030000.562500 Penalty: 3208.566650
	Iteration 21Q: 3 clusters Score -1030001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1030050.687500 Penalty: 3208.566650
	Iteration 22Q: 3 clusters Score -1030051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1030086.062500 Penalty: 3208.566650
	Iteration 23Q: 3 clusters Score -1030086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1030128.062500 Penalty: 3208.566650
	Iteration 24Q: 3 clusters Score -1030128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1030176.437500 Penalty: 3208.566650
	Iteration 25Q: 3 clusters Score -1030176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1030208.125000 Penalty: 3208.566650
	Iteration 26Q: 3 clusters Score -1030208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1030235.187500 Penalty: 3208.566650
	Iteration 27Q: 3 clusters Score -1030235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1030251.500000 Penalty: 3208.566650
	Iteration 28Q: 3 clusters Score -1030252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1030261.250000 Penalty: 3208.566650
	Iteration 29Q: 3 clusters Score -1030261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1030268.812500 Penalty: 3208.566650
	Iteration 30Q: 3 clusters Score -1030269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1030277.875000 Penalty: 3208.566650
	Iteration 31Q: 3 clusters Score -1030278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1030284.687500 Penalty: 3208.566650
	Iteration 32Q: 3 clusters Score -1030285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1030288.062500 Penalty: 3208.566650
	Iteration 33Q: 3 clusters Score -1030288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1030290.500000 Penalty: 3208.566650
	Iteration 34Q: 3 clusters Score -1030290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1030293.875000 Penalty: 3208.566650
	Iteration 35Q: 3 clusters Score -1030294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1030297.125000 Penalty: 3208.566650
	Iteration 36Q: 3 clusters Score -1030297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1030298.625000 Penalty: 3208.566650
	Iteration 37Q: 3 clusters Score -1030299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1030299.500000 Penalty: 3208.566650
	Iteration 38Q: 3 clusters Score -1030300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1030299.812500 Penalty: 3208.566650
	Iteration 39Q: 3 clusters Score -1030300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1030301.687500 Penalty: 3208.566650
	Iteration 40F: 3 clusters Score -1030302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1030303.687500 Penalty: 3208.566650
	Iteration 41Q: 3 clusters Score -1030304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1030305.812500 Penalty: 3208.566650
	Iteration 42Q: 3 clusters Score -1030306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1030308.562500 Penalty: 3208.566650
	Iteration 43Q: 3 clusters Score -1030309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1030310.062500 Penalty: 3208.566650
	Iteration 44Q: 3 clusters Score -1030310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1030310.312500 Penalty: 3208.566650
	Iteration 45Q: 3 clusters Score -1030310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1030318.437500 Penalty: 3208.566650
	Iteration 46Q: 3 clusters Score -1030318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1030318.437500 Penalty: 3208.566650
	Iteration 47Q: 3 clusters Score -1030318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1030320.437500 Penalty: 3208.566650
	Iteration 48Q: 3 clusters Score -1030320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1030318.875000 Penalty: 3208.566650
	Iteration 49Q: 3 clusters Score -1030319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1030319.625000 Penalty: 3208.566650
	Iteration 50Q: 3 clusters Score -1030320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1030320.437500 Penalty: 3208.566650
	Iteration 51Q: 3 clusters Score -1030320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1030322.250000 Penalty: 3208.566650
	Iteration 52Q: 3 clusters Score -1030322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1030325.250000 Penalty: 3208.566650
	Iteration 53Q: 3 clusters Score -1030325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1030323.750000 Penalty: 3208.566650
	Iteration 54Q: 3 clusters Score -1030324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1030326.125000 Penalty: 3208.566650
	Iteration 55Q: 3 clusters Score -1030326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1030328.375000 Penalty: 3208.566650
	Iteration 56Q: 3 clusters Score -1030328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1030329.937500 Penalty: 3208.566650
	Iteration 57Q: 3 clusters Score -1030330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1030333.937500 Penalty: 3208.566650
	Iteration 58Q: 3 clusters Score -1030334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1030335.937500 Penalty: 3208.566650
	Iteration 59Q: 3 clusters Score -1030336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1030341.937500 Penalty: 3208.566650
	Iteration 60F: 3 clusters Score -1030342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1030343.937500 Penalty: 3208.566650
	Iteration 61Q: 3 clusters Score -1030344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1030344.437500 Penalty: 3208.566650
	Iteration 62Q: 3 clusters Score -1030344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1030344.687500 Penalty: 3208.566650
	Iteration 63Q: 3 clusters Score -1030345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1030347.000000 Penalty: 3208.566650
	Iteration 64Q: 3 clusters Score -1030347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1030347.000000 Penalty: 3208.566650
	Iteration 65F: 3 clusters Score -1030347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -578311.875000 Penalty: 1514.077393
	Iteration 0F: 2 clusters Score -578311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -570456.937500 Penalty: 3028.154785
	Iteration 0F: 3 clusters Score -570456.9 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -573029.375000 Penalty: 3028.154785
	Iteration 1F: 3 clusters Score -573029.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -573329.937500 Penalty: 3028.154785
	Iteration 2F: 3 clusters Score -573329.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -573635.812500 Penalty: 3028.154785
	Iteration 3F: 3 clusters Score -573635.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -573984.625000 Penalty: 3028.154785
	Iteration 4F: 3 clusters Score -573984.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -574371.875000 Penalty: 3028.154785
	Iteration 5F: 3 clusters Score -574371.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -574820.187500 Penalty: 3028.154785
	Iteration 6F: 3 clusters Score -574820.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -575331.187500 Penalty: 3028.154785
	Iteration 7F: 3 clusters Score -575331.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -575829.562500 Penalty: 3028.154785
	Iteration 8F: 3 clusters Score -575829.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -576261.437500 Penalty: 3028.154785
	Iteration 9Q: 3 clusters Score -576261.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -576539.062500 Penalty: 3028.154785
	Iteration 10Q: 3 clusters Score -576539.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -576693.062500 Penalty: 3028.154785
	Iteration 11Q: 3 clusters Score -576693.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -576782.687500 Penalty: 3028.154785
	Iteration 12Q: 3 clusters Score -576782.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -576855.250000 Penalty: 3028.154785
	Iteration 13Q: 3 clusters Score -576855.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -576899.312500 Penalty: 3028.154785
	Iteration 14Q: 3 clusters Score -576899.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -576923.937500 Penalty: 3028.154785
	Iteration 15Q: 3 clusters Score -576923.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -576937.750000 Penalty: 3028.154785
	Iteration 16Q: 3 clusters Score -576937.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -576950.750000 Penalty: 3028.154785
	Iteration 17Q: 3 clusters Score -576950.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -576968.812500 Penalty: 3028.154785
	Iteration 18Q: 3 clusters Score -576968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -576973.312500 Penalty: 3028.154785
	Iteration 19Q: 3 clusters Score -576973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -576975.500000 Penalty: 3028.154785
	Iteration 20F: 3 clusters Score -576975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -576975.187500 Penalty: 3028.154785
	Iteration 21Q: 3 clusters Score -576975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -576975.687500 Penalty: 3028.154785
	Iteration 22Q: 3 clusters Score -576975.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -576975.687500 Penalty: 3028.154785
	Iteration 23F: 3 clusters Score -576975.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -211945.078125 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -211945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -208050.328125 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -208050.3 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -209129.875000 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -209129.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -209308.234375 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -209308.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -209423.953125 Penalty: 2749.427246
	Iteration 3Q: 3 clusters Score -209424 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -209526.843750 Penalty: 2749.427246
	Iteration 4Q: 3 clusters Score -209526.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -209612.125000 Penalty: 2749.427246
	Iteration 5Q: 3 clusters Score -209612.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -209695.828125 Penalty: 2749.427246
	Iteration 6Q: 3 clusters Score -209695.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -209780.687500 Penalty: 2749.427246
	Iteration 7Q: 3 clusters Score -209780.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -209851.125000 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -209851.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -209913.984375 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -209914 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -209966.328125 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -209966.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -210015.546875 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -210015.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -210094.390625 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -210094.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -210194.093750 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -210194.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -210277.390625 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -210277.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -210360.546875 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -210360.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -210439.343750 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -210439.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -210505.312500 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -210505.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -210564.734375 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -210564.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -210623.640625 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -210623.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -210671.187500 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -210671.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -210724.828125 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -210724.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -210777.265625 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -210777.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -210818.812500 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -210818.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -210844.578125 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -210844.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -210863.671875 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -210863.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -210881.750000 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -210881.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -210898.359375 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -210898.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -210913.656250 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -210913.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -210930.484375 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -210930.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -210945.343750 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -210945.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -210954.796875 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -210954.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -210965.281250 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -210965.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -210974.875000 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -210974.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -210983.656250 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -210983.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -210989.000000 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -210989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -210993.546875 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -210993.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -210998.937500 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -210998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -211003.234375 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -211003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -211007.984375 Penalty: 2749.427246
	Iteration 39Q: 3 clusters Score -211008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -211012.625000 Penalty: 2749.427246
	Iteration 40F: 3 clusters Score -211012.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -211015.875000 Penalty: 2749.427246
	Iteration 41Q: 3 clusters Score -211015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -211018.968750 Penalty: 2749.427246
	Iteration 42Q: 3 clusters Score -211019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -211022.390625 Penalty: 2749.427246
	Iteration 43Q: 3 clusters Score -211022.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -211025.515625 Penalty: 2749.427246
	Iteration 44Q: 3 clusters Score -211025.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -211031.625000 Penalty: 2749.427246
	Iteration 45Q: 3 clusters Score -211031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -211038.390625 Penalty: 2749.427246
	Iteration 46Q: 3 clusters Score -211038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -211042.687500 Penalty: 2749.427246
	Iteration 47Q: 3 clusters Score -211042.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -211046.156250 Penalty: 2749.427246
	Iteration 48Q: 3 clusters Score -211046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -211049.046875 Penalty: 2749.427246
	Iteration 49Q: 3 clusters Score -211049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -211052.015625 Penalty: 2749.427246
	Iteration 50Q: 3 clusters Score -211052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -211054.593750 Penalty: 2749.427246
	Iteration 51Q: 3 clusters Score -211054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -211058.812500 Penalty: 2749.427246
	Iteration 52Q: 3 clusters Score -211058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -211062.250000 Penalty: 2749.427246
	Iteration 53Q: 3 clusters Score -211062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -211064.796875 Penalty: 2749.427246
	Iteration 54Q: 3 clusters Score -211064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -211070.187500 Penalty: 2749.427246
	Iteration 55Q: 3 clusters Score -211070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -211075.140625 Penalty: 2749.427246
	Iteration 56Q: 3 clusters Score -211075.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -211080.296875 Penalty: 2749.427246
	Iteration 57Q: 3 clusters Score -211080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -211084.500000 Penalty: 2749.427246
	Iteration 58Q: 3 clusters Score -211084.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -211087.859375 Penalty: 2749.427246
	Iteration 59Q: 3 clusters Score -211087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -211089.375000 Penalty: 2749.427246
	Iteration 60F: 3 clusters Score -211089.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -211091.843750 Penalty: 2749.427246
	Iteration 61Q: 3 clusters Score -211091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -211093.625000 Penalty: 2749.427246
	Iteration 62Q: 3 clusters Score -211093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -211095.218750 Penalty: 2749.427246
	Iteration 63Q: 3 clusters Score -211095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -211097.281250 Penalty: 2749.427246
	Iteration 64Q: 3 clusters Score -211097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -211099.609375 Penalty: 2749.427246
	Iteration 65Q: 3 clusters Score -211099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -211102.406250 Penalty: 2749.427246
	Iteration 66Q: 3 clusters Score -211102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -211106.296875 Penalty: 2749.427246
	Iteration 67Q: 3 clusters Score -211106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -211107.562500 Penalty: 2749.427246
	Iteration 68Q: 3 clusters Score -211107.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -211108.843750 Penalty: 2749.427246
	Iteration 69Q: 3 clusters Score -211108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -211110.500000 Penalty: 2749.427246
	Iteration 70Q: 3 clusters Score -211110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -211110.750000 Penalty: 2749.427246
	Iteration 71Q: 3 clusters Score -211110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -211112.218750 Penalty: 2749.427246
	Iteration 72Q: 3 clusters Score -211112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -211112.890625 Penalty: 2749.427246
	Iteration 73Q: 3 clusters Score -211112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -211113.593750 Penalty: 2749.427246
	Iteration 74Q: 3 clusters Score -211113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -211114.562500 Penalty: 2749.427246
	Iteration 75Q: 3 clusters Score -211114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -211115.015625 Penalty: 2749.427246
	Iteration 76Q: 3 clusters Score -211115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -211115.421875 Penalty: 2749.427246
	Iteration 77Q: 3 clusters Score -211115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -211116.281250 Penalty: 2749.427246
	Iteration 78Q: 3 clusters Score -211116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -211116.140625 Penalty: 2749.427246
	Iteration 79Q: 3 clusters Score -211116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -211116.140625 Penalty: 2749.427246
	Iteration 80F: 3 clusters Score -211116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -386258.343750 Penalty: 1457.385132
	Iteration 0F: 2 clusters Score -386258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -380510.281250 Penalty: 2914.770264
	Iteration 0F: 3 clusters Score -380510.3 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -382512.093750 Penalty: 2914.770264
	Iteration 1F: 3 clusters Score -382512.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -383126.187500 Penalty: 2914.770264
	Iteration 2F: 3 clusters Score -383126.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -383745.656250 Penalty: 2914.770264
	Iteration 3F: 3 clusters Score -383745.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -384280.156250 Penalty: 2914.770264
	Iteration 4F: 3 clusters Score -384280.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -384721.750000 Penalty: 2914.770264
	Iteration 5F: 3 clusters Score -384721.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -385029.093750 Penalty: 2914.770264
	Iteration 6F: 3 clusters Score -385029.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -385218.750000 Penalty: 2914.770264
	Iteration 7Q: 3 clusters Score -385218.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -385336.843750 Penalty: 2914.770264
	Iteration 8Q: 3 clusters Score -385336.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -385388.937500 Penalty: 2914.770264
	Iteration 9Q: 3 clusters Score -385388.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -385417.687500 Penalty: 2914.770264
	Iteration 10Q: 3 clusters Score -385417.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -385438.625000 Penalty: 2914.770264
	Iteration 11Q: 3 clusters Score -385438.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -385454.937500 Penalty: 2914.770264
	Iteration 12Q: 3 clusters Score -385454.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -385473.218750 Penalty: 2914.770264
	Iteration 13Q: 3 clusters Score -385473.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -385491.750000 Penalty: 2914.770264
	Iteration 14Q: 3 clusters Score -385491.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -385508.125000 Penalty: 2914.770264
	Iteration 15Q: 3 clusters Score -385508.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -385522.031250 Penalty: 2914.770264
	Iteration 16Q: 3 clusters Score -385522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -385532.718750 Penalty: 2914.770264
	Iteration 17Q: 3 clusters Score -385532.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -385543.093750 Penalty: 2914.770264
	Iteration 18Q: 3 clusters Score -385543.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -385552.375000 Penalty: 2914.770264
	Iteration 19Q: 3 clusters Score -385552.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -385563.500000 Penalty: 2914.770264
	Iteration 20F: 3 clusters Score -385563.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -385572.750000 Penalty: 2914.770264
	Iteration 21Q: 3 clusters Score -385572.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -385583.343750 Penalty: 2914.770264
	Iteration 22Q: 3 clusters Score -385583.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -385598.718750 Penalty: 2914.770264
	Iteration 23Q: 3 clusters Score -385598.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -385616.156250 Penalty: 2914.770264
	Iteration 24Q: 3 clusters Score -385616.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385631.187500 Penalty: 2914.770264
	Iteration 25Q: 3 clusters Score -385631.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -385641.656250 Penalty: 2914.770264
	Iteration 26Q: 3 clusters Score -385641.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -385650.937500 Penalty: 2914.770264
	Iteration 27Q: 3 clusters Score -385650.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -385661.531250 Penalty: 2914.770264
	Iteration 28Q: 3 clusters Score -385661.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -385676.562500 Penalty: 2914.770264
	Iteration 29Q: 3 clusters Score -385676.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -385693.187500 Penalty: 2914.770264
	Iteration 30Q: 3 clusters Score -385693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -385709.031250 Penalty: 2914.770264
	Iteration 31Q: 3 clusters Score -385709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -385732.343750 Penalty: 2914.770264
	Iteration 32Q: 3 clusters Score -385732.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -385771.125000 Penalty: 2914.770264
	Iteration 33Q: 3 clusters Score -385771.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -385810.593750 Penalty: 2914.770264
	Iteration 34Q: 3 clusters Score -385810.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -385824.125000 Penalty: 2914.770264
	Iteration 35Q: 3 clusters Score -385824.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -385830.500000 Penalty: 2914.770264
	Iteration 36Q: 3 clusters Score -385830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -385833.906250 Penalty: 2914.770264
	Iteration 37Q: 3 clusters Score -385833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -385840.500000 Penalty: 2914.770264
	Iteration 38Q: 3 clusters Score -385840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -385845.218750 Penalty: 2914.770264
	Iteration 39Q: 3 clusters Score -385845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -385850.125000 Penalty: 2914.770264
	Iteration 40F: 3 clusters Score -385850.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -385853.812500 Penalty: 2914.770264
	Iteration 41Q: 3 clusters Score -385853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -385857.406250 Penalty: 2914.770264
	Iteration 42Q: 3 clusters Score -385857.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -385863.281250 Penalty: 2914.770264
	Iteration 43Q: 3 clusters Score -385863.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -385865.875000 Penalty: 2914.770264
	Iteration 44Q: 3 clusters Score -385865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -385868.312500 Penalty: 2914.770264
	Iteration 45Q: 3 clusters Score -385868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -385868.625000 Penalty: 2914.770264
	Iteration 46Q: 3 clusters Score -385868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -385871.968750 Penalty: 2914.770264
	Iteration 47Q: 3 clusters Score -385872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -385874.093750 Penalty: 2914.770264
	Iteration 48Q: 3 clusters Score -385874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -385875.062500 Penalty: 2914.770264
	Iteration 49Q: 3 clusters Score -385875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -385875.062500 Penalty: 2914.770264
	Iteration 50Q: 3 clusters Score -385875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -385876.125000 Penalty: 2914.770264
	Iteration 51Q: 3 clusters Score -385876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -385876.187500 Penalty: 2914.770264
	Iteration 52Q: 3 clusters Score -385876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -385876.187500 Penalty: 2914.770264
	Iteration 53F: 3 clusters Score -385876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Entering Unmasked Estep 
Score: -784090.062500 Penalty: 1557.618774
	Iteration 0F: 2 clusters Score -784090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -773922.812500 Penalty: 3115.237549
	Iteration 0F: 3 clusters Score -773922.8 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -777465.937500 Penalty: 3115.237549
	Iteration 1F: 3 clusters Score -777465.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -777777.187500 Penalty: 3115.237549
	Iteration 2F: 3 clusters Score -777777.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -778046.812500 Penalty: 3115.237549
	Iteration 3F: 3 clusters Score -778046.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -778272.687500 Penalty: 3115.237549
	Iteration 4Q: 3 clusters Score -778272.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -778496.625000 Penalty: 3115.237549
	Iteration 5Q: 3 clusters Score -778496.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -778781.000000 Penalty: 3115.237549
	Iteration 6Q: 3 clusters Score -778781 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -779146.062500 Penalty: 3115.237549
	Iteration 7Q: 3 clusters Score -779146.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -779630.062500 Penalty: 3115.237549
	Iteration 8Q: 3 clusters Score -779630.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -780225.750000 Penalty: 3115.237549
	Iteration 9F: 3 clusters Score -780225.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -780740.062500 Penalty: 3115.237549
	Iteration 10Q: 3 clusters Score -780740.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -781135.937500 Penalty: 3115.237549
	Iteration 11Q: 3 clusters Score -781135.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -781468.687500 Penalty: 3115.237549
	Iteration 12Q: 3 clusters Score -781468.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -781717.062500 Penalty: 3115.237549
	Iteration 13Q: 3 clusters Score -781717.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -781920.875000 Penalty: 3115.237549
	Iteration 14Q: 3 clusters Score -781920.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -782081.687500 Penalty: 3115.237549
	Iteration 15Q: 3 clusters Score -782081.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -782209.937500 Penalty: 3115.237549
	Iteration 16Q: 3 clusters Score -782209.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -782306.562500 Penalty: 3115.237549
	Iteration 17Q: 3 clusters Score -782306.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -782392.125000 Penalty: 3115.237549
	Iteration 18Q: 3 clusters Score -782392.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -782468.125000 Penalty: 3115.237549
	Iteration 19Q: 3 clusters Score -782468.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -782532.875000 Penalty: 3115.237549
	Iteration 20F: 3 clusters Score -782532.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -782566.750000 Penalty: 3115.237549
	Iteration 21Q: 3 clusters Score -782566.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -782595.500000 Penalty: 3115.237549
	Iteration 22Q: 3 clusters Score -782595.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -782615.437500 Penalty: 3115.237549
	Iteration 23Q: 3 clusters Score -782615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -782628.250000 Penalty: 3115.237549
	Iteration 24Q: 3 clusters Score -782628.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -782642.062500 Penalty: 3115.237549
	Iteration 25Q: 3 clusters Score -782642.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -782656.562500 Penalty: 3115.237549
	Iteration 26Q: 3 clusters Score -782656.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -782670.125000 Penalty: 3115.237549
	Iteration 27Q: 3 clusters Score -782670.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -782683.187500 Penalty: 3115.237549
	Iteration 28Q: 3 clusters Score -782683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -782693.875000 Penalty: 3115.237549
	Iteration 29Q: 3 clusters Score -782693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -782696.875000 Penalty: 3115.237549
	Iteration 30Q: 3 clusters Score -782696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -782699.875000 Penalty: 3115.237549
	Iteration 31Q: 3 clusters Score -782699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -782698.812500 Penalty: 3115.237549
	Iteration 32Q: 3 clusters Score -782698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -782698.812500 Penalty: 3115.237549
	Iteration 33F: 3 clusters Score -782698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Entering Unmasked Estep 
Score: -913643.062500 Penalty: 1586.714600
	Iteration 0F: 2 clusters Score -913643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -901819.437500 Penalty: 3173.429199
	Iteration 0F: 3 clusters Score -901819.4 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -905948.437500 Penalty: 3173.429199
	Iteration 1F: 3 clusters Score -905948.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -906260.187500 Penalty: 3173.429199
	Iteration 2Q: 3 clusters Score -906260.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -906519.000000 Penalty: 3173.429199
	Iteration 3Q: 3 clusters Score -906519 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -906751.562500 Penalty: 3173.429199
	Iteration 4Q: 3 clusters Score -906751.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -906977.625000 Penalty: 3173.429199
	Iteration 5Q: 3 clusters Score -906977.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -907189.500000 Penalty: 3173.429199
	Iteration 6Q: 3 clusters Score -907189.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -907427.500000 Penalty: 3173.429199
	Iteration 7Q: 3 clusters Score -907427.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -907772.187500 Penalty: 3173.429199
	Iteration 8Q: 3 clusters Score -907772.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -908217.125000 Penalty: 3173.429199
	Iteration 9Q: 3 clusters Score -908217.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -908762.312500 Penalty: 3173.429199
	Iteration 10Q: 3 clusters Score -908762.3 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -909336.812500 Penalty: 3173.429199
	Iteration 11Q: 3 clusters Score -909336.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -909779.875000 Penalty: 3173.429199
	Iteration 12Q: 3 clusters Score -909779.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -910047.125000 Penalty: 3173.429199
	Iteration 13Q: 3 clusters Score -910047.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -910222.750000 Penalty: 3173.429199
	Iteration 14Q: 3 clusters Score -910222.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -910346.500000 Penalty: 3173.429199
	Iteration 15Q: 3 clusters Score -910346.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -910469.812500 Penalty: 3173.429199
	Iteration 16Q: 3 clusters Score -910469.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -910590.500000 Penalty: 3173.429199
	Iteration 17Q: 3 clusters Score -910590.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -910715.312500 Penalty: 3173.429199
	Iteration 18Q: 3 clusters Score -910715.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -910842.375000 Penalty: 3173.429199
	Iteration 19Q: 3 clusters Score -910842.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -910971.562500 Penalty: 3173.429199
	Iteration 20F: 3 clusters Score -910971.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -911088.625000 Penalty: 3173.429199
	Iteration 21Q: 3 clusters Score -911088.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -911228.000000 Penalty: 3173.429199
	Iteration 22Q: 3 clusters Score -911228 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -911370.687500 Penalty: 3173.429199
	Iteration 23Q: 3 clusters Score -911370.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -911499.562500 Penalty: 3173.429199
	Iteration 24Q: 3 clusters Score -911499.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -911617.875000 Penalty: 3173.429199
	Iteration 25Q: 3 clusters Score -911617.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -911746.625000 Penalty: 3173.429199
	Iteration 26Q: 3 clusters Score -911746.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -911853.750000 Penalty: 3173.429199
	Iteration 27Q: 3 clusters Score -911853.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -911942.562500 Penalty: 3173.429199
	Iteration 28Q: 3 clusters Score -911942.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -912017.812500 Penalty: 3173.429199
	Iteration 29Q: 3 clusters Score -912017.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -912069.937500 Penalty: 3173.429199
	Iteration 30Q: 3 clusters Score -912069.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -912107.375000 Penalty: 3173.429199
	Iteration 31Q: 3 clusters Score -912107.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -912126.937500 Penalty: 3173.429199
	Iteration 32Q: 3 clusters Score -912126.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -912143.625000 Penalty: 3173.429199
	Iteration 33Q: 3 clusters Score -912143.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -912162.375000 Penalty: 3173.429199
	Iteration 34Q: 3 clusters Score -912162.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -912170.562500 Penalty: 3173.429199
	Iteration 35Q: 3 clusters Score -912170.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -912172.625000 Penalty: 3173.429199
	Iteration 36Q: 3 clusters Score -912172.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -912177.812500 Penalty: 3173.429199
	Iteration 37Q: 3 clusters Score -912177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -912179.937500 Penalty: 3173.429199
	Iteration 38Q: 3 clusters Score -912179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -912178.000000 Penalty: 3173.429199
	Iteration 39Q: 3 clusters Score -912178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -912186.500000 Penalty: 3173.429199
	Iteration 40F: 3 clusters Score -912186.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -912189.312500 Penalty: 3173.429199
	Iteration 41Q: 3 clusters Score -912189.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -912190.187500 Penalty: 3173.429199
	Iteration 42Q: 3 clusters Score -912190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -912191.750000 Penalty: 3173.429199
	Iteration 43Q: 3 clusters Score -912191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -912194.750000 Penalty: 3173.429199
	Iteration 44Q: 3 clusters Score -912194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -912193.625000 Penalty: 3173.429199
	Iteration 45Q: 3 clusters Score -912193.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -912201.000000 Penalty: 3173.429199
	Iteration 46Q: 3 clusters Score -912201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -912207.875000 Penalty: 3173.429199
	Iteration 47Q: 3 clusters Score -912207.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -912212.625000 Penalty: 3173.429199
	Iteration 48Q: 3 clusters Score -912212.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -912220.562500 Penalty: 3173.429199
	Iteration 49Q: 3 clusters Score -912220.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -912219.937500 Penalty: 3173.429199
	Iteration 50Q: 3 clusters Score -912219.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -912225.125000 Penalty: 3173.429199
	Iteration 51Q: 3 clusters Score -912225.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -912231.437500 Penalty: 3173.429199
	Iteration 52Q: 3 clusters Score -912231.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -912228.312500 Penalty: 3173.429199
	Iteration 53Q: 3 clusters Score -912228.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -912234.937500 Penalty: 3173.429199
	Iteration 54Q: 3 clusters Score -912234.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -912237.250000 Penalty: 3173.429199
	Iteration 55Q: 3 clusters Score -912237.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -912237.062500 Penalty: 3173.429199
	Iteration 56Q: 3 clusters Score -912237.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -912241.062500 Penalty: 3173.429199
	Iteration 57Q: 3 clusters Score -912241.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -912243.000000 Penalty: 3173.429199
	Iteration 58Q: 3 clusters Score -912243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -912243.562500 Penalty: 3173.429199
	Iteration 59Q: 3 clusters Score -912243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -912248.937500 Penalty: 3173.429199
	Iteration 60F: 3 clusters Score -912248.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -912254.187500 Penalty: 3173.429199
	Iteration 61Q: 3 clusters Score -912254.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -912258.937500 Penalty: 3173.429199
	Iteration 62Q: 3 clusters Score -912258.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -912264.562500 Penalty: 3173.429199
	Iteration 63Q: 3 clusters Score -912264.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -912269.250000 Penalty: 3173.429199
	Iteration 64Q: 3 clusters Score -912269.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -912276.750000 Penalty: 3173.429199
	Iteration 65Q: 3 clusters Score -912276.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -912279.250000 Penalty: 3173.429199
	Iteration 66Q: 3 clusters Score -912279.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -912282.937500 Penalty: 3173.429199
	Iteration 67Q: 3 clusters Score -912282.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -912289.875000 Penalty: 3173.429199
	Iteration 68Q: 3 clusters Score -912289.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -912297.500000 Penalty: 3173.429199
	Iteration 69Q: 3 clusters Score -912297.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -912301.937500 Penalty: 3173.429199
	Iteration 70Q: 3 clusters Score -912301.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -912309.687500 Penalty: 3173.429199
	Iteration 71Q: 3 clusters Score -912309.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -912308.250000 Penalty: 3173.429199
	Iteration 72Q: 3 clusters Score -912308.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -912313.625000 Penalty: 3173.429199
	Iteration 73Q: 3 clusters Score -912313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -912314.625000 Penalty: 3173.429199
	Iteration 74Q: 3 clusters Score -912314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -912317.687500 Penalty: 3173.429199
	Iteration 75Q: 3 clusters Score -912317.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -912320.625000 Penalty: 3173.429199
	Iteration 76Q: 3 clusters Score -912320.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -912318.875000 Penalty: 3173.429199
	Iteration 77Q: 3 clusters Score -912318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -912319.437500 Penalty: 3173.429199
	Iteration 78Q: 3 clusters Score -912319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -912317.750000 Penalty: 3173.429199
	Iteration 79Q: 3 clusters Score -912317.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -912316.875000 Penalty: 3173.429199
	Iteration 80F: 3 clusters Score -912316.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -912320.562500 Penalty: 3173.429199
	Iteration 81Q: 3 clusters Score -912320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -912320.562500 Penalty: 3173.429199
	Iteration 82Q: 3 clusters Score -912320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -912319.562500 Penalty: 3173.429199
	Iteration 83Q: 3 clusters Score -912319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -912321.000000 Penalty: 3173.429199
	Iteration 84Q: 3 clusters Score -912321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -912324.375000 Penalty: 3173.429199
	Iteration 85Q: 3 clusters Score -912324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -912323.812500 Penalty: 3173.429199
	Iteration 86Q: 3 clusters Score -912323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -912324.125000 Penalty: 3173.429199
	Iteration 87Q: 3 clusters Score -912324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -912324.125000 Penalty: 3173.429199
	Iteration 88F: 3 clusters Score -912324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -302270.375000 Penalty: 1406.274170
	Iteration 0F: 2 clusters Score -302270.4 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 2877 members 
Entering Unmasked Estep 
Score: -297860.593750 Penalty: 2812.548340
	Iteration 0F: 3 clusters Score -297860.6 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -299079.531250 Penalty: 2812.548340
	Iteration 1F: 3 clusters Score -299079.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -299246.625000 Penalty: 2812.548340
	Iteration 2F: 3 clusters Score -299246.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -299374.781250 Penalty: 2812.548340
	Iteration 3F: 3 clusters Score -299374.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -299466.875000 Penalty: 2812.548340
	Iteration 4Q: 3 clusters Score -299466.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -299539.062500 Penalty: 2812.548340
	Iteration 5Q: 3 clusters Score -299539.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -299591.125000 Penalty: 2812.548340
	Iteration 6Q: 3 clusters Score -299591.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -299632.375000 Penalty: 2812.548340
	Iteration 7Q: 3 clusters Score -299632.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -299680.218750 Penalty: 2812.548340
	Iteration 8Q: 3 clusters Score -299680.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -299732.781250 Penalty: 2812.548340
	Iteration 9Q: 3 clusters Score -299732.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -299805.562500 Penalty: 2812.548340
	Iteration 10Q: 3 clusters Score -299805.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -299887.312500 Penalty: 2812.548340
	Iteration 11Q: 3 clusters Score -299887.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -299973.468750 Penalty: 2812.548340
	Iteration 12Q: 3 clusters Score -299973.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -300070.750000 Penalty: 2812.548340
	Iteration 13Q: 3 clusters Score -300070.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -300168.031250 Penalty: 2812.548340
	Iteration 14Q: 3 clusters Score -300168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -300281.281250 Penalty: 2812.548340
	Iteration 15Q: 3 clusters Score -300281.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -300388.531250 Penalty: 2812.548340
	Iteration 16Q: 3 clusters Score -300388.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -300506.875000 Penalty: 2812.548340
	Iteration 17Q: 3 clusters Score -300506.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -300614.656250 Penalty: 2812.548340
	Iteration 18Q: 3 clusters Score -300614.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -300695.031250 Penalty: 2812.548340
	Iteration 19Q: 3 clusters Score -300695 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -300756.843750 Penalty: 2812.548340
	Iteration 20F: 3 clusters Score -300756.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -300815.000000 Penalty: 2812.548340
	Iteration 21Q: 3 clusters Score -300815 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -300879.781250 Penalty: 2812.548340
	Iteration 22Q: 3 clusters Score -300879.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -300920.875000 Penalty: 2812.548340
	Iteration 23Q: 3 clusters Score -300920.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -300955.843750 Penalty: 2812.548340
	Iteration 24Q: 3 clusters Score -300955.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -300982.125000 Penalty: 2812.548340
	Iteration 25Q: 3 clusters Score -300982.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -300995.687500 Penalty: 2812.548340
	Iteration 26Q: 3 clusters Score -300995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -301003.687500 Penalty: 2812.548340
	Iteration 27Q: 3 clusters Score -301003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -301010.500000 Penalty: 2812.548340
	Iteration 28Q: 3 clusters Score -301010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -301019.906250 Penalty: 2812.548340
	Iteration 29Q: 3 clusters Score -301019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -301024.312500 Penalty: 2812.548340
	Iteration 30Q: 3 clusters Score -301024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -301026.781250 Penalty: 2812.548340
	Iteration 31Q: 3 clusters Score -301026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -301033.000000 Penalty: 2812.548340
	Iteration 32Q: 3 clusters Score -301033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -301037.937500 Penalty: 2812.548340
	Iteration 33Q: 3 clusters Score -301037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -301039.843750 Penalty: 2812.548340
	Iteration 34Q: 3 clusters Score -301039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -301040.468750 Penalty: 2812.548340
	Iteration 35Q: 3 clusters Score -301040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -301040.812500 Penalty: 2812.548340
	Iteration 36Q: 3 clusters Score -301040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -301041.937500 Penalty: 2812.548340
	Iteration 37Q: 3 clusters Score -301041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -301044.343750 Penalty: 2812.548340
	Iteration 38Q: 3 clusters Score -301044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -301046.093750 Penalty: 2812.548340
	Iteration 39Q: 3 clusters Score -301046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -301048.750000 Penalty: 2812.548340
	Iteration 40F: 3 clusters Score -301048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -301052.968750 Penalty: 2812.548340
	Iteration 41Q: 3 clusters Score -301053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -301057.312500 Penalty: 2812.548340
	Iteration 42Q: 3 clusters Score -301057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -301060.312500 Penalty: 2812.548340
	Iteration 43Q: 3 clusters Score -301060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -301062.187500 Penalty: 2812.548340
	Iteration 44Q: 3 clusters Score -301062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -301064.843750 Penalty: 2812.548340
	Iteration 45Q: 3 clusters Score -301064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -301070.968750 Penalty: 2812.548340
	Iteration 46Q: 3 clusters Score -301071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -301080.968750 Penalty: 2812.548340
	Iteration 47Q: 3 clusters Score -301081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -301095.375000 Penalty: 2812.548340
	Iteration 48Q: 3 clusters Score -301095.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -301106.937500 Penalty: 2812.548340
	Iteration 49Q: 3 clusters Score -301106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -301118.593750 Penalty: 2812.548340
	Iteration 50Q: 3 clusters Score -301118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -301132.031250 Penalty: 2812.548340
	Iteration 51Q: 3 clusters Score -301132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -301142.250000 Penalty: 2812.548340
	Iteration 52Q: 3 clusters Score -301142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -301146.875000 Penalty: 2812.548340
	Iteration 53Q: 3 clusters Score -301146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -301148.750000 Penalty: 2812.548340
	Iteration 54Q: 3 clusters Score -301148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -301148.968750 Penalty: 2812.548340
	Iteration 55Q: 3 clusters Score -301149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -301150.531250 Penalty: 2812.548340
	Iteration 56Q: 3 clusters Score -301150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -301150.531250 Penalty: 2812.548340
	Iteration 57F: 3 clusters Score -301150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 212338 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 17820 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 89623 members 
Mstep: Class 9 contains 67602 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 7852 members 
Mstep: Class 15 contains 14550 members 
Mstep: Class 17 contains 17403 members 
Mstep: Class 18 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 18 clusters Score -2.653422e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40225 members 
Mstep: Class 3 contains 212329 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 17815 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 89658 members 
Mstep: Class 9 contains 67553 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7854 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 17 contains 17401 members 
Mstep: Class 18 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 18 clusters Score -2.65342e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40241 members 
Mstep: Class 3 contains 212327 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 17811 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 89689 members 
Mstep: Class 9 contains 67508 members 
Mstep: Class 10 contains 4631 members 
Mstep: Class 11 contains 19387 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 14727 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 18 clusters Score -2.653427e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40249 members 
Mstep: Class 3 contains 212323 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 89715 members 
Mstep: Class 9 contains 67467 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 7858 members 
Mstep: Class 15 contains 14824 members 
Mstep: Class 17 contains 17379 members 
Mstep: Class 18 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 18 clusters Score -2.653425e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40259 members 
Mstep: Class 3 contains 212309 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 3138 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 89745 members 
Mstep: Class 9 contains 67419 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 7859 members 
Mstep: Class 15 contains 14932 members 
Mstep: Class 17 contains 17370 members 
Mstep: Class 18 contains 5432 members 
Entering Unmasked Estep 
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Iteration 123Q: 18 clusters Score -2.65344e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 40281 members 
Mstep: Class 3 contains 212295 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 3140 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 89773 members 
Mstep: Class 9 contains 67378 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 7860 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 18 clusters Score -2.653438e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 40303 members 
Mstep: Class 3 contains 212270 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 3141 members 
Mstep: Class 6 contains 17813 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 89796 members 
Mstep: Class 9 contains 67338 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 5231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 18 clusters Score -2.653437e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40320 members 
Mstep: Class 3 contains 212246 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 3141 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 89805 members 
Mstep: Class 9 contains 67311 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 15309 members 
Mstep: Class 17 contains 17352 members 
Mstep: Class 18 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 18 clusters Score -2.653439e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40333 members 
Mstep: Class 3 contains 212222 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 17812 members 
Mstep: Class 7 contains 5390 members 
Mstep: Class 8 contains 89820 members 
Mstep: Class 9 contains 67299 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 18 clusters Score -2.653451e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40338 members 
Mstep: Class 3 contains 212191 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 89828 members 
Mstep: Class 9 contains 67276 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 11126 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 7870 members 
Mstep: Class 15 contains 15579 members 
Mstep: Class 17 contains 17334 members 
Mstep: Class 18 contains 4899 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 18 clusters Score -2.65345e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40351 members 
Mstep: Class 3 contains 212158 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 3146 members 
Mstep: Class 6 contains 17808 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 89841 members 
Mstep: Class 9 contains 67253 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 11126 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 7874 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 17 contains 17329 members 
Mstep: Class 18 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 18 clusters Score -2.65345e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40356 members 
Mstep: Class 3 contains 212136 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3150 members 
Mstep: Class 6 contains 17806 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 89849 members 
Mstep: Class 9 contains 67235 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 11125 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 15 contains 15800 members 
Mstep: Class 17 contains 17326 members 
Mstep: Class 18 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 18 clusters Score -2.653454e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40370 members 
Mstep: Class 3 contains 212116 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 17804 members 
Mstep: Class 7 contains 5399 members 
Mstep: Class 8 contains 89866 members 
Mstep: Class 9 contains 67211 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19385 members 
Mstep: Class 12 contains 11123 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 7880 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 17 contains 17319 members 
Mstep: Class 18 contains 4631 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 18 clusters Score -2.653458e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40377 members 
Mstep: Class 3 contains 212106 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 17799 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 89878 members 
Mstep: Class 9 contains 67199 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19385 members 
Mstep: Class 12 contains 11123 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 16045 members 
Mstep: Class 17 contains 17312 members 
Mstep: Class 18 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 18 clusters Score -2.653457e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40382 members 
Mstep: Class 3 contains 212074 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 6 contains 17791 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 89889 members 
Mstep: Class 9 contains 67193 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19385 members 
Mstep: Class 12 contains 11119 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 16187 members 
Mstep: Class 17 contains 17308 members 
Mstep: Class 18 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 18 clusters Score -2.653457e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40390 members 
Mstep: Class 3 contains 212043 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3185 members 
Mstep: Class 6 contains 17782 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 89901 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19385 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 16299 members 
Mstep: Class 17 contains 17304 members 
Mstep: Class 18 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 18 clusters Score -2.65346e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40395 members 
Mstep: Class 3 contains 212015 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3193 members 
Mstep: Class 6 contains 17775 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 89917 members 
Mstep: Class 9 contains 67168 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 7883 members 
Mstep: Class 15 contains 16398 members 
Mstep: Class 17 contains 17300 members 
Mstep: Class 18 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 18 clusters Score -2.653468e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40400 members 
Mstep: Class 3 contains 211987 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3197 members 
Mstep: Class 6 contains 17772 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 89933 members 
Mstep: Class 9 contains 67148 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19390 members 
Mstep: Class 12 contains 11110 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 7886 members 
Mstep: Class 15 contains 16506 members 
Mstep: Class 17 contains 17296 members 
Mstep: Class 18 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 18 clusters Score -2.653467e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40404 members 
Mstep: Class 3 contains 211967 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3199 members 
Mstep: Class 6 contains 17768 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 89941 members 
Mstep: Class 9 contains 67140 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 11109 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 16594 members 
Mstep: Class 17 contains 17289 members 
Mstep: Class 18 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 18 clusters Score -2.653468e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40405 members 
Mstep: Class 3 contains 211947 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 17761 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 89948 members 
Mstep: Class 9 contains 67126 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19394 members 
Mstep: Class 12 contains 11107 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 16695 members 
Mstep: Class 17 contains 17286 members 
Mstep: Class 18 contains 4034 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -2.653469e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 40423 members 
Mstep: Class 3 contains 211928 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 17753 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 89960 members 
Mstep: Class 9 contains 67112 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 16765 members 
Mstep: Class 17 contains 17280 members 
Mstep: Class 18 contains 3983 members 
Entering Unmasked Estep 
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Iteration 139Q: 18 clusters Score -2.653474e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40431 members 
Mstep: Class 3 contains 211911 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17748 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 89975 members 
Mstep: Class 9 contains 67085 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3934 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -2.653476e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40441 members 
Mstep: Class 3 contains 211898 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17745 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 89988 members 
Mstep: Class 9 contains 67053 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19393 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 16943 members 
Mstep: Class 17 contains 17273 members 
Mstep: Class 18 contains 3860 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -2.653477e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211874 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17739 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 89996 members 
Mstep: Class 9 contains 67025 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 17048 members 
Mstep: Class 17 contains 17272 members 
Mstep: Class 18 contains 3795 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -2.653478e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211851 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 90003 members 
Mstep: Class 9 contains 67014 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 17148 members 
Mstep: Class 17 contains 17272 members 
Mstep: Class 18 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534790.000000 Penalty: 36418.070312
Iteration 143Q: 18 clusters Score -2.653479e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40455 members 
Mstep: Class 3 contains 211825 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17740 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90005 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 17258 members 
Mstep: Class 17 contains 17269 members 
Mstep: Class 18 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534788.000000 Penalty: 36418.070312
Iteration 144Q: 18 clusters Score -2.653479e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40459 members 
Mstep: Class 3 contains 211806 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 90015 members 
Mstep: Class 9 contains 66978 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19387 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 17346 members 
Mstep: Class 17 contains 17264 members 
Mstep: Class 18 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534856.000000 Penalty: 36418.070312
Iteration 145Q: 18 clusters Score -2.653486e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40465 members 
Mstep: Class 3 contains 211786 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17737 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 90028 members 
Mstep: Class 9 contains 66958 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 17428 members 
Mstep: Class 17 contains 17262 members 
Mstep: Class 18 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534880.000000 Penalty: 36418.070312
Iteration 146Q: 18 clusters Score -2.653488e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40472 members 
Mstep: Class 3 contains 211773 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90033 members 
Mstep: Class 9 contains 66937 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19386 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 17516 members 
Mstep: Class 17 contains 17262 members 
Mstep: Class 18 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534938.000000 Penalty: 36418.070312
Iteration 147Q: 18 clusters Score -2.653494e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 211764 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17737 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90039 members 
Mstep: Class 9 contains 66920 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 17604 members 
Mstep: Class 17 contains 17258 members 
Mstep: Class 18 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534982.000000 Penalty: 36418.070312
Iteration 148Q: 18 clusters Score -2.653498e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40474 members 
Mstep: Class 3 contains 211751 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17741 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90046 members 
Mstep: Class 9 contains 66910 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 17703 members 
Mstep: Class 17 contains 17257 members 
Mstep: Class 18 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534972.000000 Penalty: 36418.070312
Iteration 149Q: 18 clusters Score -2.653497e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40469 members 
Mstep: Class 3 contains 211738 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17739 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 90046 members 
Mstep: Class 9 contains 66907 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 17797 members 
Mstep: Class 17 contains 17264 members 
Mstep: Class 18 contains 3229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534992.000000 Penalty: 36418.070312
Iteration 150Q: 18 clusters Score -2.653499e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40462 members 
Mstep: Class 3 contains 211720 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 17737 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90053 members 
Mstep: Class 9 contains 66894 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 17887 members 
Mstep: Class 17 contains 17271 members 
Mstep: Class 18 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535090.000000 Penalty: 36418.070312
Iteration 151Q: 18 clusters Score -2.653509e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40462 members 
Mstep: Class 3 contains 211718 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90059 members 
Mstep: Class 9 contains 66883 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 17967 members 
Mstep: Class 17 contains 17276 members 
Mstep: Class 18 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535202.000000 Penalty: 36418.070312
Iteration 152Q: 18 clusters Score -2.65352e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40463 members 
Mstep: Class 3 contains 211695 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 90064 members 
Mstep: Class 9 contains 66866 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 18054 members 
Mstep: Class 17 contains 17281 members 
Mstep: Class 18 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535264.000000 Penalty: 36418.070312
Iteration 153Q: 18 clusters Score -2.653526e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211679 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 90075 members 
Mstep: Class 9 contains 66860 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19376 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 7891 members 
Mstep: Class 15 contains 18134 members 
Mstep: Class 17 contains 17287 members 
Mstep: Class 18 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535270.000000 Penalty: 36418.070312
Iteration 154Q: 18 clusters Score -2.653527e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40443 members 
Mstep: Class 3 contains 211668 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17723 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 90077 members 
Mstep: Class 9 contains 66850 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7892 members 
Mstep: Class 15 contains 18204 members 
Mstep: Class 17 contains 17300 members 
Mstep: Class 18 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535342.000000 Penalty: 36418.070312
Iteration 155Q: 18 clusters Score -2.653534e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40433 members 
Mstep: Class 3 contains 211655 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 90079 members 
Mstep: Class 9 contains 66840 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7892 members 
Mstep: Class 15 contains 18276 members 
Mstep: Class 17 contains 17309 members 
Mstep: Class 18 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535354.000000 Penalty: 36418.070312
Iteration 156Q: 18 clusters Score -2.653535e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40428 members 
Mstep: Class 3 contains 211640 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90084 members 
Mstep: Class 9 contains 66831 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7893 members 
Mstep: Class 15 contains 18343 members 
Mstep: Class 17 contains 17319 members 
Mstep: Class 18 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535352.000000 Penalty: 36418.070312
Iteration 157Q: 18 clusters Score -2.653535e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40428 members 
Mstep: Class 3 contains 211627 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17726 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 66826 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18410 members 
Mstep: Class 17 contains 17325 members 
Mstep: Class 18 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535378.000000 Penalty: 36418.070312
Iteration 158Q: 18 clusters Score -2.653538e+07 nChanged 155
Entering ConstructFrom: 
Score: -26535378.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -103263.875000 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -103263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -101147.929688 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -101147.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -101587.742188 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -101587.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -101677.265625 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -101677.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -101735.664062 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -101735.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -101784.343750 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -101784.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -101836.226562 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -101836.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -101877.226562 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -101877.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -101906.757812 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -101906.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -101928.773438 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -101928.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -101957.882812 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -101957.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -101980.828125 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -101980.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -101994.578125 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -101994.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -102006.898438 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -102006.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -102014.453125 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -102014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -102019.367188 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -102019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -102023.406250 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -102023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -102025.593750 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -102025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -102027.054688 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -102027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -102028.304688 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -102028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -102028.671875 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -102028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -102028.671875 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -102028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Entering Unmasked Estep 
Score: -2122552.750000 Penalty: 1723.674561
	Iteration 0F: 2 clusters Score -2122553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2095591.750000 Penalty: 3447.349121
	Iteration 0F: 3 clusters Score -2095592 nChanged 18694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2106026.250000 Penalty: 3447.349121
	Iteration 1F: 3 clusters Score -2106026 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2106574.250000 Penalty: 3447.349121
	Iteration 2Q: 3 clusters Score -2106574 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2107314.250000 Penalty: 3447.349121
	Iteration 3Q: 3 clusters Score -2107314 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2108442.500000 Penalty: 3447.349121
	Iteration 4F: 3 clusters Score -2108442 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2110275.250000 Penalty: 3447.349121
	Iteration 5F: 3 clusters Score -2110275 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2112971.250000 Penalty: 3447.349121
	Iteration 6F: 3 clusters Score -2112971 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2116146.000000 Penalty: 3447.349121
	Iteration 7F: 3 clusters Score -2116146 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2118591.000000 Penalty: 3447.349121
	Iteration 8F: 3 clusters Score -2118591 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2119878.000000 Penalty: 3447.349121
	Iteration 9Q: 3 clusters Score -2119878 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2120463.500000 Penalty: 3447.349121
	Iteration 10Q: 3 clusters Score -2120464 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2120778.500000 Penalty: 3447.349121
	Iteration 11Q: 3 clusters Score -2120778 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2120935.500000 Penalty: 3447.349121
	Iteration 12Q: 3 clusters Score -2120936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2121030.500000 Penalty: 3447.349121
	Iteration 13Q: 3 clusters Score -2121030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2121093.750000 Penalty: 3447.349121
	Iteration 14Q: 3 clusters Score -2121094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2121140.500000 Penalty: 3447.349121
	Iteration 15Q: 3 clusters Score -2121140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2121174.000000 Penalty: 3447.349121
	Iteration 16Q: 3 clusters Score -2121174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2121197.750000 Penalty: 3447.349121
	Iteration 17Q: 3 clusters Score -2121198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2121218.000000 Penalty: 3447.349121
	Iteration 18Q: 3 clusters Score -2121218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2121247.250000 Penalty: 3447.349121
	Iteration 19Q: 3 clusters Score -2121247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2121264.250000 Penalty: 3447.349121
	Iteration 20F: 3 clusters Score -2121264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2121272.250000 Penalty: 3447.349121
	Iteration 21Q: 3 clusters Score -2121272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2121272.750000 Penalty: 3447.349121
	Iteration 22Q: 3 clusters Score -2121273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2121276.250000 Penalty: 3447.349121
	Iteration 23Q: 3 clusters Score -2121276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2121278.000000 Penalty: 3447.349121
	Iteration 24Q: 3 clusters Score -2121278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2121281.000000 Penalty: 3447.349121
	Iteration 25Q: 3 clusters Score -2121281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2121284.500000 Penalty: 3447.349121
	Iteration 26Q: 3 clusters Score -2121284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2121281.000000 Penalty: 3447.349121
	Iteration 27Q: 3 clusters Score -2121281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2121282.500000 Penalty: 3447.349121
	Iteration 28Q: 3 clusters Score -2121282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2121284.500000 Penalty: 3447.349121
	Iteration 29Q: 3 clusters Score -2121284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2121286.000000 Penalty: 3447.349121
	Iteration 30Q: 3 clusters Score -2121286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2121289.500000 Penalty: 3447.349121
	Iteration 31Q: 3 clusters Score -2121290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2121288.250000 Penalty: 3447.349121
	Iteration 32Q: 3 clusters Score -2121288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2121291.000000 Penalty: 3447.349121
	Iteration 33Q: 3 clusters Score -2121291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2121296.250000 Penalty: 3447.349121
	Iteration 34Q: 3 clusters Score -2121296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2121294.750000 Penalty: 3447.349121
	Iteration 35Q: 3 clusters Score -2121295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2121297.000000 Penalty: 3447.349121
	Iteration 36Q: 3 clusters Score -2121297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2121298.500000 Penalty: 3447.349121
	Iteration 37Q: 3 clusters Score -2121298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2121297.500000 Penalty: 3447.349121
	Iteration 38Q: 3 clusters Score -2121298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2121298.000000 Penalty: 3447.349121
	Iteration 39Q: 3 clusters Score -2121298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2121298.000000 Penalty: 3447.349121
	Iteration 40F: 3 clusters Score -2121298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (211615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211615 members 
Entering Unmasked Estep 
Score: -11033590.000000 Penalty: 1992.660034
	Iteration 0F: 2 clusters Score -1.103359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -10891442.000000 Penalty: 3985.320068
	Iteration 0F: 3 clusters Score -1.089144e+07 nChanged 102428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -10951694.000000 Penalty: 3985.320068
	Iteration 1F: 3 clusters Score -1.095169e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -10952976.000000 Penalty: 3985.320068
	Iteration 2Q: 3 clusters Score -1.095298e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123416 members 
Mstep: Class 2 contains 88199 members 
Entering Unmasked Estep 
Score: -10955484.000000 Penalty: 3985.320068
	Iteration 3Q: 3 clusters Score -1.095548e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -10960979.000000 Penalty: 3985.320068
	Iteration 4F: 3 clusters Score -1.096098e+07 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150273 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -10971855.000000 Penalty: 3985.320068
	Iteration 5F: 3 clusters Score -1.097186e+07 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -10989970.000000 Penalty: 3985.320068
	Iteration 6F: 3 clusters Score -1.098997e+07 nChanged 20628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191331 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -11011143.000000 Penalty: 3985.320068
	Iteration 7F: 3 clusters Score -1.101114e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204883 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -11025321.000000 Penalty: 3985.320068
	Iteration 8F: 3 clusters Score -1.102532e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210007 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11030376.000000 Penalty: 3985.320068
	Iteration 9Q: 3 clusters Score -1.103038e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11031434.000000 Penalty: 3985.320068
	Iteration 10Q: 3 clusters Score -1.103143e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211420 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11031685.000000 Penalty: 3985.320068
	Iteration 11Q: 3 clusters Score -1.103168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211456 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11031733.000000 Penalty: 3985.320068
	Iteration 12Q: 3 clusters Score -1.103173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211461 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11031763.000000 Penalty: 3985.320068
	Iteration 13Q: 3 clusters Score -1.103176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211465 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11031773.000000 Penalty: 3985.320068
	Iteration 14Q: 3 clusters Score -1.103177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211465 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11031782.000000 Penalty: 3985.320068
	Iteration 15Q: 3 clusters Score -1.103178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211466 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11031785.000000 Penalty: 3985.320068
	Iteration 16Q: 3 clusters Score -1.103178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211465 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11031780.000000 Penalty: 3985.320068
	Iteration 17Q: 3 clusters Score -1.103178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211465 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11031780.000000 Penalty: 3985.320068
	Iteration 18F: 3 clusters Score -1.103178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Entering Unmasked Estep 
Score: -411630.406250 Penalty: 1454.609009
	Iteration 0F: 2 clusters Score -411630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -405907.187500 Penalty: 2909.218018
	Iteration 0F: 3 clusters Score -405907.2 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -407674.968750 Penalty: 2909.218018
	Iteration 1F: 3 clusters Score -407675 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -407912.500000 Penalty: 2909.218018
	Iteration 2F: 3 clusters Score -407912.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -408093.968750 Penalty: 2909.218018
	Iteration 3F: 3 clusters Score -408094 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -408283.656250 Penalty: 2909.218018
	Iteration 4Q: 3 clusters Score -408283.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -408470.906250 Penalty: 2909.218018
	Iteration 5Q: 3 clusters Score -408470.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -408654.375000 Penalty: 2909.218018
	Iteration 6Q: 3 clusters Score -408654.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -408811.875000 Penalty: 2909.218018
	Iteration 7Q: 3 clusters Score -408811.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -408938.937500 Penalty: 2909.218018
	Iteration 8Q: 3 clusters Score -408938.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -409065.031250 Penalty: 2909.218018
	Iteration 9Q: 3 clusters Score -409065 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -409175.968750 Penalty: 2909.218018
	Iteration 10Q: 3 clusters Score -409176 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -409261.125000 Penalty: 2909.218018
	Iteration 11Q: 3 clusters Score -409261.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -409328.250000 Penalty: 2909.218018
	Iteration 12Q: 3 clusters Score -409328.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -409388.031250 Penalty: 2909.218018
	Iteration 13Q: 3 clusters Score -409388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -409441.281250 Penalty: 2909.218018
	Iteration 14Q: 3 clusters Score -409441.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -409503.437500 Penalty: 2909.218018
	Iteration 15Q: 3 clusters Score -409503.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -409567.531250 Penalty: 2909.218018
	Iteration 16Q: 3 clusters Score -409567.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -409627.968750 Penalty: 2909.218018
	Iteration 17Q: 3 clusters Score -409628 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -409690.906250 Penalty: 2909.218018
	Iteration 18Q: 3 clusters Score -409690.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -409757.187500 Penalty: 2909.218018
	Iteration 19Q: 3 clusters Score -409757.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -409816.781250 Penalty: 2909.218018
	Iteration 20F: 3 clusters Score -409816.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -409866.187500 Penalty: 2909.218018
	Iteration 21Q: 3 clusters Score -409866.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -409901.343750 Penalty: 2909.218018
	Iteration 22Q: 3 clusters Score -409901.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -409936.312500 Penalty: 2909.218018
	Iteration 23Q: 3 clusters Score -409936.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -409960.687500 Penalty: 2909.218018
	Iteration 24Q: 3 clusters Score -409960.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -409982.750000 Penalty: 2909.218018
	Iteration 25Q: 3 clusters Score -409982.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -410008.000000 Penalty: 2909.218018
	Iteration 26Q: 3 clusters Score -410008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -410032.593750 Penalty: 2909.218018
	Iteration 27Q: 3 clusters Score -410032.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -410059.593750 Penalty: 2909.218018
	Iteration 28Q: 3 clusters Score -410059.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -410080.062500 Penalty: 2909.218018
	Iteration 29Q: 3 clusters Score -410080.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -410098.593750 Penalty: 2909.218018
	Iteration 30Q: 3 clusters Score -410098.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -410120.718750 Penalty: 2909.218018
	Iteration 31Q: 3 clusters Score -410120.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -410142.531250 Penalty: 2909.218018
	Iteration 32Q: 3 clusters Score -410142.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -410163.718750 Penalty: 2909.218018
	Iteration 33Q: 3 clusters Score -410163.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -410189.375000 Penalty: 2909.218018
	Iteration 34Q: 3 clusters Score -410189.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -410215.750000 Penalty: 2909.218018
	Iteration 35Q: 3 clusters Score -410215.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -410238.906250 Penalty: 2909.218018
	Iteration 36Q: 3 clusters Score -410238.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -410263.250000 Penalty: 2909.218018
	Iteration 37Q: 3 clusters Score -410263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -410276.468750 Penalty: 2909.218018
	Iteration 38Q: 3 clusters Score -410276.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -410286.937500 Penalty: 2909.218018
	Iteration 39Q: 3 clusters Score -410286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -410292.406250 Penalty: 2909.218018
	Iteration 40F: 3 clusters Score -410292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -410299.531250 Penalty: 2909.218018
	Iteration 41Q: 3 clusters Score -410299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -410306.781250 Penalty: 2909.218018
	Iteration 42Q: 3 clusters Score -410306.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -410316.031250 Penalty: 2909.218018
	Iteration 43Q: 3 clusters Score -410316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -410321.125000 Penalty: 2909.218018
	Iteration 44Q: 3 clusters Score -410321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -410323.937500 Penalty: 2909.218018
	Iteration 45Q: 3 clusters Score -410323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -410327.718750 Penalty: 2909.218018
	Iteration 46Q: 3 clusters Score -410327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -410331.562500 Penalty: 2909.218018
	Iteration 47Q: 3 clusters Score -410331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -410337.750000 Penalty: 2909.218018
	Iteration 48Q: 3 clusters Score -410337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -410343.250000 Penalty: 2909.218018
	Iteration 49Q: 3 clusters Score -410343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -410346.937500 Penalty: 2909.218018
	Iteration 50Q: 3 clusters Score -410346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -410350.312500 Penalty: 2909.218018
	Iteration 51Q: 3 clusters Score -410350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -410352.312500 Penalty: 2909.218018
	Iteration 52Q: 3 clusters Score -410352.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -410354.718750 Penalty: 2909.218018
	Iteration 53Q: 3 clusters Score -410354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -410355.406250 Penalty: 2909.218018
	Iteration 54Q: 3 clusters Score -410355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -410356.937500 Penalty: 2909.218018
	Iteration 55Q: 3 clusters Score -410356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -410357.625000 Penalty: 2909.218018
	Iteration 56Q: 3 clusters Score -410357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -410357.625000 Penalty: 2909.218018
	Iteration 57F: 3 clusters Score -410357.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -159480.578125 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -159480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -156637.640625 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -156637.6 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -157308.312500 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -157308.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -157435.515625 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -157435.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -157506.156250 Penalty: 2623.856201
	Iteration 3Q: 3 clusters Score -157506.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -157548.203125 Penalty: 2623.856201
	Iteration 4Q: 3 clusters Score -157548.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -157588.000000 Penalty: 2623.856201
	Iteration 5Q: 3 clusters Score -157588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -157617.390625 Penalty: 2623.856201
	Iteration 6Q: 3 clusters Score -157617.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -157646.546875 Penalty: 2623.856201
	Iteration 7Q: 3 clusters Score -157646.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -157671.781250 Penalty: 2623.856201
	Iteration 8Q: 3 clusters Score -157671.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -157691.015625 Penalty: 2623.856201
	Iteration 9Q: 3 clusters Score -157691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -157705.187500 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -157705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -157716.156250 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -157716.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -157732.312500 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -157732.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -157750.406250 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -157750.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -157769.984375 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -157770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -157794.093750 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -157794.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -157818.671875 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -157818.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -157845.296875 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -157845.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -157870.031250 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -157870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -157895.109375 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -157895.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -157917.953125 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -157918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -157937.078125 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -157937.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -157951.906250 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -157951.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -157969.125000 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -157969.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -157986.015625 Penalty: 2623.856201
	Iteration 24Q: 3 clusters Score -157986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -157996.390625 Penalty: 2623.856201
	Iteration 25Q: 3 clusters Score -157996.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -158008.609375 Penalty: 2623.856201
	Iteration 26Q: 3 clusters Score -158008.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -158018.843750 Penalty: 2623.856201
	Iteration 27Q: 3 clusters Score -158018.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -158025.500000 Penalty: 2623.856201
	Iteration 28Q: 3 clusters Score -158025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -158031.437500 Penalty: 2623.856201
	Iteration 29Q: 3 clusters Score -158031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -158037.875000 Penalty: 2623.856201
	Iteration 30Q: 3 clusters Score -158037.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -158043.781250 Penalty: 2623.856201
	Iteration 31Q: 3 clusters Score -158043.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -158049.000000 Penalty: 2623.856201
	Iteration 32Q: 3 clusters Score -158049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -158054.468750 Penalty: 2623.856201
	Iteration 33Q: 3 clusters Score -158054.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -158059.406250 Penalty: 2623.856201
	Iteration 34Q: 3 clusters Score -158059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -158065.015625 Penalty: 2623.856201
	Iteration 35Q: 3 clusters Score -158065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -158071.968750 Penalty: 2623.856201
	Iteration 36Q: 3 clusters Score -158072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -158080.875000 Penalty: 2623.856201
	Iteration 37Q: 3 clusters Score -158080.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -158087.031250 Penalty: 2623.856201
	Iteration 38Q: 3 clusters Score -158087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -158090.906250 Penalty: 2623.856201
	Iteration 39Q: 3 clusters Score -158090.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -158095.968750 Penalty: 2623.856201
	Iteration 40F: 3 clusters Score -158096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -158102.468750 Penalty: 2623.856201
	Iteration 41Q: 3 clusters Score -158102.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -158107.906250 Penalty: 2623.856201
	Iteration 42Q: 3 clusters Score -158107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -158110.906250 Penalty: 2623.856201
	Iteration 43Q: 3 clusters Score -158110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -158113.781250 Penalty: 2623.856201
	Iteration 44Q: 3 clusters Score -158113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -158117.906250 Penalty: 2623.856201
	Iteration 45Q: 3 clusters Score -158117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -158120.015625 Penalty: 2623.856201
	Iteration 46Q: 3 clusters Score -158120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -158122.953125 Penalty: 2623.856201
	Iteration 47Q: 3 clusters Score -158123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -158125.250000 Penalty: 2623.856201
	Iteration 48Q: 3 clusters Score -158125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -158126.656250 Penalty: 2623.856201
	Iteration 49Q: 3 clusters Score -158126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -158129.140625 Penalty: 2623.856201
	Iteration 50Q: 3 clusters Score -158129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -158131.515625 Penalty: 2623.856201
	Iteration 51Q: 3 clusters Score -158131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -158134.859375 Penalty: 2623.856201
	Iteration 52Q: 3 clusters Score -158134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -158139.187500 Penalty: 2623.856201
	Iteration 53Q: 3 clusters Score -158139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -158142.890625 Penalty: 2623.856201
	Iteration 54Q: 3 clusters Score -158142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -158147.156250 Penalty: 2623.856201
	Iteration 55Q: 3 clusters Score -158147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -158149.062500 Penalty: 2623.856201
	Iteration 56Q: 3 clusters Score -158149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -158150.328125 Penalty: 2623.856201
	Iteration 57Q: 3 clusters Score -158150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -158150.328125 Penalty: 2623.856201
	Iteration 58F: 3 clusters Score -158150.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Entering Unmasked Estep 
Score: -945191.062500 Penalty: 1589.702881
	Iteration 0F: 2 clusters Score -945191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -932958.937500 Penalty: 3179.405762
	Iteration 0F: 3 clusters Score -932958.9 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -937480.125000 Penalty: 3179.405762
	Iteration 1F: 3 clusters Score -937480.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -937897.875000 Penalty: 3179.405762
	Iteration 2F: 3 clusters Score -937897.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -938320.625000 Penalty: 3179.405762
	Iteration 3F: 3 clusters Score -938320.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -938767.500000 Penalty: 3179.405762
	Iteration 4F: 3 clusters Score -938767.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -939217.937500 Penalty: 3179.405762
	Iteration 5F: 3 clusters Score -939217.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -939696.875000 Penalty: 3179.405762
	Iteration 6F: 3 clusters Score -939696.9 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -940233.687500 Penalty: 3179.405762
	Iteration 7F: 3 clusters Score -940233.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -940822.750000 Penalty: 3179.405762
	Iteration 8F: 3 clusters Score -940822.8 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -941444.062500 Penalty: 3179.405762
	Iteration 9F: 3 clusters Score -941444.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -942010.562500 Penalty: 3179.405762
	Iteration 10Q: 3 clusters Score -942010.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -942433.812500 Penalty: 3179.405762
	Iteration 11Q: 3 clusters Score -942433.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -942699.625000 Penalty: 3179.405762
	Iteration 12Q: 3 clusters Score -942699.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -942865.375000 Penalty: 3179.405762
	Iteration 13Q: 3 clusters Score -942865.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -942991.312500 Penalty: 3179.405762
	Iteration 14Q: 3 clusters Score -942991.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -943093.000000 Penalty: 3179.405762
	Iteration 15Q: 3 clusters Score -943093 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -943174.937500 Penalty: 3179.405762
	Iteration 16Q: 3 clusters Score -943174.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -943240.562500 Penalty: 3179.405762
	Iteration 17Q: 3 clusters Score -943240.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -943299.875000 Penalty: 3179.405762
	Iteration 18Q: 3 clusters Score -943299.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -943353.000000 Penalty: 3179.405762
	Iteration 19Q: 3 clusters Score -943353 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -943389.250000 Penalty: 3179.405762
	Iteration 20F: 3 clusters Score -943389.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -943422.500000 Penalty: 3179.405762
	Iteration 21Q: 3 clusters Score -943422.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -943453.500000 Penalty: 3179.405762
	Iteration 22Q: 3 clusters Score -943453.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -943481.937500 Penalty: 3179.405762
	Iteration 23Q: 3 clusters Score -943481.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -943498.562500 Penalty: 3179.405762
	Iteration 24Q: 3 clusters Score -943498.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -943516.375000 Penalty: 3179.405762
	Iteration 25Q: 3 clusters Score -943516.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -943529.000000 Penalty: 3179.405762
	Iteration 26Q: 3 clusters Score -943529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -943545.187500 Penalty: 3179.405762
	Iteration 27Q: 3 clusters Score -943545.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -943558.937500 Penalty: 3179.405762
	Iteration 28Q: 3 clusters Score -943558.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -943575.875000 Penalty: 3179.405762
	Iteration 29Q: 3 clusters Score -943575.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -943591.062500 Penalty: 3179.405762
	Iteration 30Q: 3 clusters Score -943591.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -943602.250000 Penalty: 3179.405762
	Iteration 31Q: 3 clusters Score -943602.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -943614.875000 Penalty: 3179.405762
	Iteration 32Q: 3 clusters Score -943614.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -943624.187500 Penalty: 3179.405762
	Iteration 33Q: 3 clusters Score -943624.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -943635.375000 Penalty: 3179.405762
	Iteration 34Q: 3 clusters Score -943635.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -943646.687500 Penalty: 3179.405762
	Iteration 35Q: 3 clusters Score -943646.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -943657.125000 Penalty: 3179.405762
	Iteration 36Q: 3 clusters Score -943657.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -943674.562500 Penalty: 3179.405762
	Iteration 37Q: 3 clusters Score -943674.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -943691.250000 Penalty: 3179.405762
	Iteration 38Q: 3 clusters Score -943691.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -943698.062500 Penalty: 3179.405762
	Iteration 39Q: 3 clusters Score -943698.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -943707.562500 Penalty: 3179.405762
	Iteration 40F: 3 clusters Score -943707.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -943721.812500 Penalty: 3179.405762
	Iteration 41Q: 3 clusters Score -943721.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -943732.687500 Penalty: 3179.405762
	Iteration 42Q: 3 clusters Score -943732.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -943743.000000 Penalty: 3179.405762
	Iteration 43Q: 3 clusters Score -943743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -943755.375000 Penalty: 3179.405762
	Iteration 44Q: 3 clusters Score -943755.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -943775.937500 Penalty: 3179.405762
	Iteration 45Q: 3 clusters Score -943775.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -943793.125000 Penalty: 3179.405762
	Iteration 46Q: 3 clusters Score -943793.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -943804.187500 Penalty: 3179.405762
	Iteration 47Q: 3 clusters Score -943804.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -943817.312500 Penalty: 3179.405762
	Iteration 48Q: 3 clusters Score -943817.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -943831.250000 Penalty: 3179.405762
	Iteration 49Q: 3 clusters Score -943831.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -943840.437500 Penalty: 3179.405762
	Iteration 50Q: 3 clusters Score -943840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -943851.437500 Penalty: 3179.405762
	Iteration 51Q: 3 clusters Score -943851.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -943857.437500 Penalty: 3179.405762
	Iteration 52Q: 3 clusters Score -943857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -943862.625000 Penalty: 3179.405762
	Iteration 53Q: 3 clusters Score -943862.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -943863.437500 Penalty: 3179.405762
	Iteration 54Q: 3 clusters Score -943863.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -943870.750000 Penalty: 3179.405762
	Iteration 55Q: 3 clusters Score -943870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -943876.562500 Penalty: 3179.405762
	Iteration 56Q: 3 clusters Score -943876.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -943883.625000 Penalty: 3179.405762
	Iteration 57Q: 3 clusters Score -943883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -943889.000000 Penalty: 3179.405762
	Iteration 58Q: 3 clusters Score -943889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -943892.562500 Penalty: 3179.405762
	Iteration 59Q: 3 clusters Score -943892.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -943897.625000 Penalty: 3179.405762
	Iteration 60F: 3 clusters Score -943897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -943899.812500 Penalty: 3179.405762
	Iteration 61Q: 3 clusters Score -943899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -943900.812500 Penalty: 3179.405762
	Iteration 62Q: 3 clusters Score -943900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -943905.375000 Penalty: 3179.405762
	Iteration 63Q: 3 clusters Score -943905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -943908.312500 Penalty: 3179.405762
	Iteration 64Q: 3 clusters Score -943908.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -943909.437500 Penalty: 3179.405762
	Iteration 65Q: 3 clusters Score -943909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -943912.812500 Penalty: 3179.405762
	Iteration 66Q: 3 clusters Score -943912.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -943915.687500 Penalty: 3179.405762
	Iteration 67Q: 3 clusters Score -943915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -943919.937500 Penalty: 3179.405762
	Iteration 68Q: 3 clusters Score -943919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -943921.937500 Penalty: 3179.405762
	Iteration 69Q: 3 clusters Score -943921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -943925.937500 Penalty: 3179.405762
	Iteration 70Q: 3 clusters Score -943925.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -943929.687500 Penalty: 3179.405762
	Iteration 71Q: 3 clusters Score -943929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -943935.187500 Penalty: 3179.405762
	Iteration 72Q: 3 clusters Score -943935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -943936.187500 Penalty: 3179.405762
	Iteration 73Q: 3 clusters Score -943936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -943942.000000 Penalty: 3179.405762
	Iteration 74Q: 3 clusters Score -943942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -943948.687500 Penalty: 3179.405762
	Iteration 75Q: 3 clusters Score -943948.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -943955.000000 Penalty: 3179.405762
	Iteration 76Q: 3 clusters Score -943955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -943957.437500 Penalty: 3179.405762
	Iteration 77Q: 3 clusters Score -943957.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -943961.312500 Penalty: 3179.405762
	Iteration 78Q: 3 clusters Score -943961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -943965.562500 Penalty: 3179.405762
	Iteration 79Q: 3 clusters Score -943965.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -943969.625000 Penalty: 3179.405762
	Iteration 80F: 3 clusters Score -943969.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -943974.312500 Penalty: 3179.405762
	Iteration 81Q: 3 clusters Score -943974.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -943976.000000 Penalty: 3179.405762
	Iteration 82Q: 3 clusters Score -943976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -943977.812500 Penalty: 3179.405762
	Iteration 83Q: 3 clusters Score -943977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -943979.312500 Penalty: 3179.405762
	Iteration 84Q: 3 clusters Score -943979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -943978.750000 Penalty: 3179.405762
	Iteration 85Q: 3 clusters Score -943978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -943978.750000 Penalty: 3179.405762
	Iteration 86Q: 3 clusters Score -943978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -943980.687500 Penalty: 3179.405762
	Iteration 87Q: 3 clusters Score -943980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -943980.625000 Penalty: 3179.405762
	Iteration 88Q: 3 clusters Score -943980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -943982.562500 Penalty: 3179.405762
	Iteration 89Q: 3 clusters Score -943982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -943986.437500 Penalty: 3179.405762
	Iteration 90Q: 3 clusters Score -943986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -943986.312500 Penalty: 3179.405762
	Iteration 91Q: 3 clusters Score -943986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -943987.500000 Penalty: 3179.405762
	Iteration 92Q: 3 clusters Score -943987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -943987.500000 Penalty: 3179.405762
	Iteration 93F: 3 clusters Score -943987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -245648.796875 Penalty: 1396.910645
	Iteration 0F: 2 clusters Score -245648.8 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 2719 members 
Entering Unmasked Estep 
Score: -241417.734375 Penalty: 2793.821289
	Iteration 0F: 3 clusters Score -241417.7 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -242680.796875 Penalty: 2793.821289
	Iteration 1F: 3 clusters Score -242680.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -242925.015625 Penalty: 2793.821289
	Iteration 2F: 3 clusters Score -242925 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -243090.625000 Penalty: 2793.821289
	Iteration 3F: 3 clusters Score -243090.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -243265.859375 Penalty: 2793.821289
	Iteration 4F: 3 clusters Score -243265.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -243433.296875 Penalty: 2793.821289
	Iteration 5Q: 3 clusters Score -243433.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -243587.125000 Penalty: 2793.821289
	Iteration 6Q: 3 clusters Score -243587.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -243742.859375 Penalty: 2793.821289
	Iteration 7Q: 3 clusters Score -243742.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -243935.453125 Penalty: 2793.821289
	Iteration 8Q: 3 clusters Score -243935.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -244099.953125 Penalty: 2793.821289
	Iteration 9Q: 3 clusters Score -244100 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -244213.718750 Penalty: 2793.821289
	Iteration 10Q: 3 clusters Score -244213.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -244296.312500 Penalty: 2793.821289
	Iteration 11Q: 3 clusters Score -244296.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -244358.515625 Penalty: 2793.821289
	Iteration 12Q: 3 clusters Score -244358.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -244395.437500 Penalty: 2793.821289
	Iteration 13Q: 3 clusters Score -244395.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -244423.046875 Penalty: 2793.821289
	Iteration 14Q: 3 clusters Score -244423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -244446.187500 Penalty: 2793.821289
	Iteration 15Q: 3 clusters Score -244446.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -244461.453125 Penalty: 2793.821289
	Iteration 16Q: 3 clusters Score -244461.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -244478.125000 Penalty: 2793.821289
	Iteration 17Q: 3 clusters Score -244478.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -244490.359375 Penalty: 2793.821289
	Iteration 18Q: 3 clusters Score -244490.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -244497.406250 Penalty: 2793.821289
	Iteration 19Q: 3 clusters Score -244497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -244501.093750 Penalty: 2793.821289
	Iteration 20F: 3 clusters Score -244501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -244503.531250 Penalty: 2793.821289
	Iteration 21Q: 3 clusters Score -244503.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -244505.703125 Penalty: 2793.821289
	Iteration 22Q: 3 clusters Score -244505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -244507.406250 Penalty: 2793.821289
	Iteration 23Q: 3 clusters Score -244507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -244507.890625 Penalty: 2793.821289
	Iteration 24Q: 3 clusters Score -244507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -244508.078125 Penalty: 2793.821289
	Iteration 25Q: 3 clusters Score -244508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -244508.078125 Penalty: 2793.821289
	Iteration 26F: 3 clusters Score -244508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Entering Unmasked Estep 
Score: -4608859.000000 Penalty: 1853.882812
	Iteration 0F: 2 clusters Score -4608859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -4548509.500000 Penalty: 3707.765625
	Iteration 0F: 3 clusters Score -4548510 nChanged 42793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -4573084.000000 Penalty: 3707.765625
	Iteration 1F: 3 clusters Score -4573084 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -4573708.000000 Penalty: 3707.765625
	Iteration 2Q: 3 clusters Score -4573708 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -4574472.000000 Penalty: 3707.765625
	Iteration 3Q: 3 clusters Score -4574472 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -4575556.500000 Penalty: 3707.765625
	Iteration 4Q: 3 clusters Score -4575556 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -4577165.000000 Penalty: 3707.765625
	Iteration 5Q: 3 clusters Score -4577165 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -4579649.000000 Penalty: 3707.765625
	Iteration 6Q: 3 clusters Score -4579649 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -4583399.000000 Penalty: 3707.765625
	Iteration 7F: 3 clusters Score -4583399 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -4588050.000000 Penalty: 3707.765625
	Iteration 8F: 3 clusters Score -4588050 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -4592388.000000 Penalty: 3707.765625
	Iteration 9F: 3 clusters Score -4592388 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -4595605.000000 Penalty: 3707.765625
	Iteration 10F: 3 clusters Score -4595605 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -4598116.500000 Penalty: 3707.765625
	Iteration 11Q: 3 clusters Score -4598116 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -4600227.500000 Penalty: 3707.765625
	Iteration 12Q: 3 clusters Score -4600228 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -4601927.000000 Penalty: 3707.765625
	Iteration 13Q: 3 clusters Score -4601927 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -4603282.000000 Penalty: 3707.765625
	Iteration 14Q: 3 clusters Score -4603282 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -4604390.000000 Penalty: 3707.765625
	Iteration 15Q: 3 clusters Score -4604390 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -4605130.500000 Penalty: 3707.765625
	Iteration 16Q: 3 clusters Score -4605130 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -4605496.000000 Penalty: 3707.765625
	Iteration 17Q: 3 clusters Score -4605496 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -4605714.000000 Penalty: 3707.765625
	Iteration 18Q: 3 clusters Score -4605714 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -4605821.500000 Penalty: 3707.765625
	Iteration 19Q: 3 clusters Score -4605822 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -4605903.500000 Penalty: 3707.765625
	Iteration 20F: 3 clusters Score -4605904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -4605956.500000 Penalty: 3707.765625
	Iteration 21Q: 3 clusters Score -4605956 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -4606046.000000 Penalty: 3707.765625
	Iteration 22Q: 3 clusters Score -4606046 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -4606118.500000 Penalty: 3707.765625
	Iteration 23Q: 3 clusters Score -4606118 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -4606185.500000 Penalty: 3707.765625
	Iteration 24Q: 3 clusters Score -4606186 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -4606248.500000 Penalty: 3707.765625
	Iteration 25Q: 3 clusters Score -4606248 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -4606302.000000 Penalty: 3707.765625
	Iteration 26Q: 3 clusters Score -4606302 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -4606358.000000 Penalty: 3707.765625
	Iteration 27Q: 3 clusters Score -4606358 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -4606423.000000 Penalty: 3707.765625
	Iteration 28Q: 3 clusters Score -4606423 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -4606494.500000 Penalty: 3707.765625
	Iteration 29Q: 3 clusters Score -4606494 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -4606557.500000 Penalty: 3707.765625
	Iteration 30Q: 3 clusters Score -4606558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -4606591.500000 Penalty: 3707.765625
	Iteration 31Q: 3 clusters Score -4606592 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -4606642.500000 Penalty: 3707.765625
	Iteration 32Q: 3 clusters Score -4606642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -4606658.000000 Penalty: 3707.765625
	Iteration 33Q: 3 clusters Score -4606658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -4606692.500000 Penalty: 3707.765625
	Iteration 34Q: 3 clusters Score -4606692 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -4606733.500000 Penalty: 3707.765625
	Iteration 35Q: 3 clusters Score -4606734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -4606796.500000 Penalty: 3707.765625
	Iteration 36Q: 3 clusters Score -4606796 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -4606840.000000 Penalty: 3707.765625
	Iteration 37Q: 3 clusters Score -4606840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -4606874.500000 Penalty: 3707.765625
	Iteration 38Q: 3 clusters Score -4606874 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -4606901.500000 Penalty: 3707.765625
	Iteration 39Q: 3 clusters Score -4606902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -4606944.000000 Penalty: 3707.765625
	Iteration 40F: 3 clusters Score -4606944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -4606981.000000 Penalty: 3707.765625
	Iteration 41Q: 3 clusters Score -4606981 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -4607010.500000 Penalty: 3707.765625
	Iteration 42Q: 3 clusters Score -4607010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -4607056.500000 Penalty: 3707.765625
	Iteration 43Q: 3 clusters Score -4607056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -4607094.500000 Penalty: 3707.765625
	Iteration 44Q: 3 clusters Score -4607094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -4607122.000000 Penalty: 3707.765625
	Iteration 45Q: 3 clusters Score -4607122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -4607146.500000 Penalty: 3707.765625
	Iteration 46Q: 3 clusters Score -4607146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -4607172.500000 Penalty: 3707.765625
	Iteration 47Q: 3 clusters Score -4607172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -4607188.500000 Penalty: 3707.765625
	Iteration 48Q: 3 clusters Score -4607188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -4607208.000000 Penalty: 3707.765625
	Iteration 49Q: 3 clusters Score -4607208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -4607219.500000 Penalty: 3707.765625
	Iteration 50Q: 3 clusters Score -4607220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -4607225.000000 Penalty: 3707.765625
	Iteration 51Q: 3 clusters Score -4607225 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -4607249.500000 Penalty: 3707.765625
	Iteration 52Q: 3 clusters Score -4607250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -4607274.000000 Penalty: 3707.765625
	Iteration 53Q: 3 clusters Score -4607274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -4607295.500000 Penalty: 3707.765625
	Iteration 54Q: 3 clusters Score -4607296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -4607298.500000 Penalty: 3707.765625
	Iteration 55Q: 3 clusters Score -4607298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -4607309.500000 Penalty: 3707.765625
	Iteration 56Q: 3 clusters Score -4607310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -4607321.000000 Penalty: 3707.765625
	Iteration 57Q: 3 clusters Score -4607321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -4607336.000000 Penalty: 3707.765625
	Iteration 58Q: 3 clusters Score -4607336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -4607340.000000 Penalty: 3707.765625
	Iteration 59Q: 3 clusters Score -4607340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -4607357.000000 Penalty: 3707.765625
	Iteration 60F: 3 clusters Score -4607357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -4607364.000000 Penalty: 3707.765625
	Iteration 61Q: 3 clusters Score -4607364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -4607373.000000 Penalty: 3707.765625
	Iteration 62Q: 3 clusters Score -4607373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -4607368.500000 Penalty: 3707.765625
	Iteration 63Q: 3 clusters Score -4607368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -4607378.000000 Penalty: 3707.765625
	Iteration 64Q: 3 clusters Score -4607378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -4607373.500000 Penalty: 3707.765625
	Iteration 65Q: 3 clusters Score -4607374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -4607379.500000 Penalty: 3707.765625
	Iteration 66Q: 3 clusters Score -4607380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -4607376.500000 Penalty: 3707.765625
	Iteration 67Q: 3 clusters Score -4607376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -4607386.500000 Penalty: 3707.765625
	Iteration 68Q: 3 clusters Score -4607386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -4607390.500000 Penalty: 3707.765625
	Iteration 69Q: 3 clusters Score -4607390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -4607394.000000 Penalty: 3707.765625
	Iteration 70Q: 3 clusters Score -4607394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -4607403.000000 Penalty: 3707.765625
	Iteration 71Q: 3 clusters Score -4607403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -4607402.500000 Penalty: 3707.765625
	Iteration 72Q: 3 clusters Score -4607402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -4607410.500000 Penalty: 3707.765625
	Iteration 73Q: 3 clusters Score -4607410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -4607415.500000 Penalty: 3707.765625
	Iteration 74Q: 3 clusters Score -4607416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -4607413.500000 Penalty: 3707.765625
	Iteration 75Q: 3 clusters Score -4607414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -4607420.000000 Penalty: 3707.765625
	Iteration 76Q: 3 clusters Score -4607420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -4607417.000000 Penalty: 3707.765625
	Iteration 77Q: 3 clusters Score -4607417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -4607417.500000 Penalty: 3707.765625
	Iteration 78Q: 3 clusters Score -4607418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -4607418.500000 Penalty: 3707.765625
	Iteration 79Q: 3 clusters Score -4607418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -4607418.500000 Penalty: 3707.765625
	Iteration 80F: 3 clusters Score -4607418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -4607428.500000 Penalty: 3707.765625
	Iteration 81Q: 3 clusters Score -4607428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -4607425.500000 Penalty: 3707.765625
	Iteration 82Q: 3 clusters Score -4607426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -4607427.500000 Penalty: 3707.765625
	Iteration 83Q: 3 clusters Score -4607428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -4607419.000000 Penalty: 3707.765625
	Iteration 84Q: 3 clusters Score -4607419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -4607421.500000 Penalty: 3707.765625
	Iteration 85Q: 3 clusters Score -4607422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -4607419.000000 Penalty: 3707.765625
	Iteration 86Q: 3 clusters Score -4607419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -4607426.500000 Penalty: 3707.765625
	Iteration 87Q: 3 clusters Score -4607426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -4607430.000000 Penalty: 3707.765625
	Iteration 88Q: 3 clusters Score -4607430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -4607427.000000 Penalty: 3707.765625
	Iteration 89Q: 3 clusters Score -4607427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -4607427.000000 Penalty: 3707.765625
	Iteration 90F: 3 clusters Score -4607427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Entering Unmasked Estep 
Score: -3490489.000000 Penalty: 1805.340576
	Iteration 0F: 2 clusters Score -3490489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3446000.000000 Penalty: 3610.681152
	Iteration 0F: 3 clusters Score -3446000 nChanged 31617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3464015.250000 Penalty: 3610.681152
	Iteration 1F: 3 clusters Score -3464015 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -3464463.500000 Penalty: 3610.681152
	Iteration 2Q: 3 clusters Score -3464464 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -3464855.750000 Penalty: 3610.681152
	Iteration 3Q: 3 clusters Score -3464856 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -3465272.250000 Penalty: 3610.681152
	Iteration 4Q: 3 clusters Score -3465272 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -3465846.750000 Penalty: 3610.681152
	Iteration 5Q: 3 clusters Score -3465847 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -3466645.000000 Penalty: 3610.681152
	Iteration 6Q: 3 clusters Score -3466645 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -3467794.000000 Penalty: 3610.681152
	Iteration 7Q: 3 clusters Score -3467794 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -3469543.000000 Penalty: 3610.681152
	Iteration 8Q: 3 clusters Score -3469543 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -3472061.000000 Penalty: 3610.681152
	Iteration 9F: 3 clusters Score -3472061 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -3475253.000000 Penalty: 3610.681152
	Iteration 10F: 3 clusters Score -3475253 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -3478593.750000 Penalty: 3610.681152
	Iteration 11F: 3 clusters Score -3478594 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -3481551.250000 Penalty: 3610.681152
	Iteration 12F: 3 clusters Score -3481551 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -3483888.000000 Penalty: 3610.681152
	Iteration 13Q: 3 clusters Score -3483888 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -3485711.250000 Penalty: 3610.681152
	Iteration 14Q: 3 clusters Score -3485711 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -3486932.500000 Penalty: 3610.681152
	Iteration 15Q: 3 clusters Score -3486932 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -3487631.500000 Penalty: 3610.681152
	Iteration 16Q: 3 clusters Score -3487632 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -3488037.000000 Penalty: 3610.681152
	Iteration 17Q: 3 clusters Score -3488037 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -3488296.000000 Penalty: 3610.681152
	Iteration 18Q: 3 clusters Score -3488296 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -3488489.000000 Penalty: 3610.681152
	Iteration 19Q: 3 clusters Score -3488489 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -3488649.250000 Penalty: 3610.681152
	Iteration 20F: 3 clusters Score -3488649 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -3488744.500000 Penalty: 3610.681152
	Iteration 21Q: 3 clusters Score -3488744 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -3488814.500000 Penalty: 3610.681152
	Iteration 22Q: 3 clusters Score -3488814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -3488869.500000 Penalty: 3610.681152
	Iteration 23Q: 3 clusters Score -3488870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -3488907.000000 Penalty: 3610.681152
	Iteration 24Q: 3 clusters Score -3488907 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -3488935.750000 Penalty: 3610.681152
	Iteration 25Q: 3 clusters Score -3488936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -3488968.750000 Penalty: 3610.681152
	Iteration 26Q: 3 clusters Score -3488969 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -3488978.250000 Penalty: 3610.681152
	Iteration 27Q: 3 clusters Score -3488978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -3488986.500000 Penalty: 3610.681152
	Iteration 28Q: 3 clusters Score -3488986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -3488999.500000 Penalty: 3610.681152
	Iteration 29Q: 3 clusters Score -3489000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -3489007.500000 Penalty: 3610.681152
	Iteration 30Q: 3 clusters Score -3489008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -3489015.500000 Penalty: 3610.681152
	Iteration 31Q: 3 clusters Score -3489016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -3489021.000000 Penalty: 3610.681152
	Iteration 32Q: 3 clusters Score -3489021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -3489034.000000 Penalty: 3610.681152
	Iteration 33Q: 3 clusters Score -3489034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -3489039.000000 Penalty: 3610.681152
	Iteration 34Q: 3 clusters Score -3489039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -3489050.750000 Penalty: 3610.681152
	Iteration 35Q: 3 clusters Score -3489051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -3489052.250000 Penalty: 3610.681152
	Iteration 36Q: 3 clusters Score -3489052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -3489060.000000 Penalty: 3610.681152
	Iteration 37Q: 3 clusters Score -3489060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -3489063.750000 Penalty: 3610.681152
	Iteration 38Q: 3 clusters Score -3489064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -3489065.500000 Penalty: 3610.681152
	Iteration 39Q: 3 clusters Score -3489066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -3489068.750000 Penalty: 3610.681152
	Iteration 40F: 3 clusters Score -3489069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -3489069.750000 Penalty: 3610.681152
	Iteration 41Q: 3 clusters Score -3489070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -3489070.750000 Penalty: 3610.681152
	Iteration 42Q: 3 clusters Score -3489071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -3489073.500000 Penalty: 3610.681152
	Iteration 43Q: 3 clusters Score -3489074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -3489075.500000 Penalty: 3610.681152
	Iteration 44Q: 3 clusters Score -3489076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -3489078.000000 Penalty: 3610.681152
	Iteration 45Q: 3 clusters Score -3489078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -3489077.500000 Penalty: 3610.681152
	Iteration 46Q: 3 clusters Score -3489078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -3489076.750000 Penalty: 3610.681152
	Iteration 47Q: 3 clusters Score -3489077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -3489077.750000 Penalty: 3610.681152
	Iteration 48Q: 3 clusters Score -3489078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -3489076.500000 Penalty: 3610.681152
	Iteration 49Q: 3 clusters Score -3489076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -3489077.500000 Penalty: 3610.681152
	Iteration 50Q: 3 clusters Score -3489078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -3489080.250000 Penalty: 3610.681152
	Iteration 51Q: 3 clusters Score -3489080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -3489079.500000 Penalty: 3610.681152
	Iteration 52Q: 3 clusters Score -3489080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -3489079.000000 Penalty: 3610.681152
	Iteration 53Q: 3 clusters Score -3489079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -3489083.500000 Penalty: 3610.681152
	Iteration 54Q: 3 clusters Score -3489084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -3489082.000000 Penalty: 3610.681152
	Iteration 55Q: 3 clusters Score -3489082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -3489083.750000 Penalty: 3610.681152
	Iteration 56Q: 3 clusters Score -3489084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -3489082.250000 Penalty: 3610.681152
	Iteration 57Q: 3 clusters Score -3489082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -3489079.250000 Penalty: 3610.681152
	Iteration 58Q: 3 clusters Score -3489079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -3489079.750000 Penalty: 3610.681152
	Iteration 59Q: 3 clusters Score -3489080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -3489079.250000 Penalty: 3610.681152
	Iteration 60F: 3 clusters Score -3489079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -240886.546875 Penalty: 1371.761230
	Iteration 0F: 2 clusters Score -240886.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -237166.937500 Penalty: 2743.522461
	Iteration 0F: 3 clusters Score -237166.9 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -238147.421875 Penalty: 2743.522461
	Iteration 1F: 3 clusters Score -238147.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -238348.796875 Penalty: 2743.522461
	Iteration 2F: 3 clusters Score -238348.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -238526.234375 Penalty: 2743.522461
	Iteration 3F: 3 clusters Score -238526.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -238713.718750 Penalty: 2743.522461
	Iteration 4F: 3 clusters Score -238713.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -238899.937500 Penalty: 2743.522461
	Iteration 5F: 3 clusters Score -238899.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -239047.234375 Penalty: 2743.522461
	Iteration 6Q: 3 clusters Score -239047.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -239197.015625 Penalty: 2743.522461
	Iteration 7Q: 3 clusters Score -239197 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -239326.171875 Penalty: 2743.522461
	Iteration 8Q: 3 clusters Score -239326.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -239431.187500 Penalty: 2743.522461
	Iteration 9Q: 3 clusters Score -239431.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -239509.937500 Penalty: 2743.522461
	Iteration 10Q: 3 clusters Score -239509.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -239550.140625 Penalty: 2743.522461
	Iteration 11Q: 3 clusters Score -239550.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -239580.890625 Penalty: 2743.522461
	Iteration 12Q: 3 clusters Score -239580.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -239609.359375 Penalty: 2743.522461
	Iteration 13Q: 3 clusters Score -239609.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -239640.906250 Penalty: 2743.522461
	Iteration 14Q: 3 clusters Score -239640.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -239665.265625 Penalty: 2743.522461
	Iteration 15Q: 3 clusters Score -239665.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -239681.515625 Penalty: 2743.522461
	Iteration 16Q: 3 clusters Score -239681.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -239691.187500 Penalty: 2743.522461
	Iteration 17Q: 3 clusters Score -239691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -239698.796875 Penalty: 2743.522461
	Iteration 18Q: 3 clusters Score -239698.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -239702.265625 Penalty: 2743.522461
	Iteration 19Q: 3 clusters Score -239702.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -239704.328125 Penalty: 2743.522461
	Iteration 20F: 3 clusters Score -239704.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -239706.484375 Penalty: 2743.522461
	Iteration 21Q: 3 clusters Score -239706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -239708.437500 Penalty: 2743.522461
	Iteration 22Q: 3 clusters Score -239708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -239710.984375 Penalty: 2743.522461
	Iteration 23Q: 3 clusters Score -239711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -239712.390625 Penalty: 2743.522461
	Iteration 24Q: 3 clusters Score -239712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -239714.609375 Penalty: 2743.522461
	Iteration 25Q: 3 clusters Score -239714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -239714.531250 Penalty: 2743.522461
	Iteration 26Q: 3 clusters Score -239714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -239714.484375 Penalty: 2743.522461
	Iteration 27Q: 3 clusters Score -239714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -239714.484375 Penalty: 2743.522461
	Iteration 28F: 3 clusters Score -239714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -1030517.000000 Penalty: 1604.082031
	Iteration 0F: 2 clusters Score -1030517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1017326.750000 Penalty: 3208.164062
	Iteration 0F: 3 clusters Score -1017327 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1022078.125000 Penalty: 3208.164062
	Iteration 1F: 3 clusters Score -1022078 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1022382.375000 Penalty: 3208.164062
	Iteration 2F: 3 clusters Score -1022382 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1022649.875000 Penalty: 3208.164062
	Iteration 3Q: 3 clusters Score -1022650 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1022907.187500 Penalty: 3208.164062
	Iteration 4Q: 3 clusters Score -1022907 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1023154.375000 Penalty: 3208.164062
	Iteration 5Q: 3 clusters Score -1023154 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1023438.812500 Penalty: 3208.164062
	Iteration 6Q: 3 clusters Score -1023439 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1023815.500000 Penalty: 3208.164062
	Iteration 7Q: 3 clusters Score -1023816 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1024365.312500 Penalty: 3208.164062
	Iteration 8Q: 3 clusters Score -1024365 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1025147.375000 Penalty: 3208.164062
	Iteration 9F: 3 clusters Score -1025147 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1026056.250000 Penalty: 3208.164062
	Iteration 10F: 3 clusters Score -1026056 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1027035.875000 Penalty: 3208.164062
	Iteration 11F: 3 clusters Score -1027036 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1027898.437500 Penalty: 3208.164062
	Iteration 12Q: 3 clusters Score -1027898 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1028456.062500 Penalty: 3208.164062
	Iteration 13Q: 3 clusters Score -1028456 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1028739.187500 Penalty: 3208.164062
	Iteration 14Q: 3 clusters Score -1028739 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1028885.875000 Penalty: 3208.164062
	Iteration 15Q: 3 clusters Score -1028886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1028963.812500 Penalty: 3208.164062
	Iteration 16Q: 3 clusters Score -1028964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1029012.562500 Penalty: 3208.164062
	Iteration 17Q: 3 clusters Score -1029013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1029042.375000 Penalty: 3208.164062
	Iteration 18Q: 3 clusters Score -1029042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1029060.812500 Penalty: 3208.164062
	Iteration 19Q: 3 clusters Score -1029061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1029085.062500 Penalty: 3208.164062
	Iteration 20F: 3 clusters Score -1029085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1029093.562500 Penalty: 3208.164062
	Iteration 21Q: 3 clusters Score -1029094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1029099.125000 Penalty: 3208.164062
	Iteration 22Q: 3 clusters Score -1029099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1029101.875000 Penalty: 3208.164062
	Iteration 23Q: 3 clusters Score -1029102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1029104.375000 Penalty: 3208.164062
	Iteration 24Q: 3 clusters Score -1029104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1029107.000000 Penalty: 3208.164062
	Iteration 25Q: 3 clusters Score -1029107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1029108.500000 Penalty: 3208.164062
	Iteration 26Q: 3 clusters Score -1029108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1029108.125000 Penalty: 3208.164062
	Iteration 27Q: 3 clusters Score -1029108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1029108.125000 Penalty: 3208.164062
	Iteration 28F: 3 clusters Score -1029108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Entering Unmasked Estep 
Score: -577023.250000 Penalty: 1513.682739
	Iteration 0F: 2 clusters Score -577023.2 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 5572 members 
Entering Unmasked Estep 
Score: -569105.000000 Penalty: 3027.365479
	Iteration 0F: 3 clusters Score -569105 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -571675.500000 Penalty: 3027.365479
	Iteration 1F: 3 clusters Score -571675.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -571923.500000 Penalty: 3027.365479
	Iteration 2F: 3 clusters Score -571923.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -572104.625000 Penalty: 3027.365479
	Iteration 3Q: 3 clusters Score -572104.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -572236.687500 Penalty: 3027.365479
	Iteration 4Q: 3 clusters Score -572236.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -572361.562500 Penalty: 3027.365479
	Iteration 5Q: 3 clusters Score -572361.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -572456.625000 Penalty: 3027.365479
	Iteration 6Q: 3 clusters Score -572456.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -572533.437500 Penalty: 3027.365479
	Iteration 7Q: 3 clusters Score -572533.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -572601.875000 Penalty: 3027.365479
	Iteration 8Q: 3 clusters Score -572601.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -572667.250000 Penalty: 3027.365479
	Iteration 9Q: 3 clusters Score -572667.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -572733.125000 Penalty: 3027.365479
	Iteration 10Q: 3 clusters Score -572733.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -572805.625000 Penalty: 3027.365479
	Iteration 11Q: 3 clusters Score -572805.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -572876.562500 Penalty: 3027.365479
	Iteration 12Q: 3 clusters Score -572876.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -572970.937500 Penalty: 3027.365479
	Iteration 13Q: 3 clusters Score -572970.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -573087.937500 Penalty: 3027.365479
	Iteration 14Q: 3 clusters Score -573087.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -573204.062500 Penalty: 3027.365479
	Iteration 15Q: 3 clusters Score -573204.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -573331.250000 Penalty: 3027.365479
	Iteration 16Q: 3 clusters Score -573331.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -573474.437500 Penalty: 3027.365479
	Iteration 17Q: 3 clusters Score -573474.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -573615.437500 Penalty: 3027.365479
	Iteration 18Q: 3 clusters Score -573615.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -573764.312500 Penalty: 3027.365479
	Iteration 19Q: 3 clusters Score -573764.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -573913.500000 Penalty: 3027.365479
	Iteration 20F: 3 clusters Score -573913.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -574061.937500 Penalty: 3027.365479
	Iteration 21Q: 3 clusters Score -574061.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -574200.625000 Penalty: 3027.365479
	Iteration 22Q: 3 clusters Score -574200.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -574318.187500 Penalty: 3027.365479
	Iteration 23Q: 3 clusters Score -574318.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -574454.625000 Penalty: 3027.365479
	Iteration 24Q: 3 clusters Score -574454.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -574596.937500 Penalty: 3027.365479
	Iteration 25Q: 3 clusters Score -574596.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -574740.625000 Penalty: 3027.365479
	Iteration 26Q: 3 clusters Score -574740.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -574860.562500 Penalty: 3027.365479
	Iteration 27Q: 3 clusters Score -574860.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -574983.000000 Penalty: 3027.365479
	Iteration 28Q: 3 clusters Score -574983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -575099.250000 Penalty: 3027.365479
	Iteration 29Q: 3 clusters Score -575099.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -575227.562500 Penalty: 3027.365479
	Iteration 30Q: 3 clusters Score -575227.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -575355.187500 Penalty: 3027.365479
	Iteration 31Q: 3 clusters Score -575355.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -575430.062500 Penalty: 3027.365479
	Iteration 32Q: 3 clusters Score -575430.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -575496.750000 Penalty: 3027.365479
	Iteration 33Q: 3 clusters Score -575496.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -575553.062500 Penalty: 3027.365479
	Iteration 34Q: 3 clusters Score -575553.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -575594.625000 Penalty: 3027.365479
	Iteration 35Q: 3 clusters Score -575594.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -575622.062500 Penalty: 3027.365479
	Iteration 36Q: 3 clusters Score -575622.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -575645.375000 Penalty: 3027.365479
	Iteration 37Q: 3 clusters Score -575645.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -575671.687500 Penalty: 3027.365479
	Iteration 38Q: 3 clusters Score -575671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -575683.875000 Penalty: 3027.365479
	Iteration 39Q: 3 clusters Score -575683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -575691.937500 Penalty: 3027.365479
	Iteration 40F: 3 clusters Score -575691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -575700.062500 Penalty: 3027.365479
	Iteration 41Q: 3 clusters Score -575700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -575704.687500 Penalty: 3027.365479
	Iteration 42Q: 3 clusters Score -575704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -575712.312500 Penalty: 3027.365479
	Iteration 43Q: 3 clusters Score -575712.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -575718.250000 Penalty: 3027.365479
	Iteration 44Q: 3 clusters Score -575718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -575724.250000 Penalty: 3027.365479
	Iteration 45Q: 3 clusters Score -575724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -575729.875000 Penalty: 3027.365479
	Iteration 46Q: 3 clusters Score -575729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -575734.500000 Penalty: 3027.365479
	Iteration 47Q: 3 clusters Score -575734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -575739.625000 Penalty: 3027.365479
	Iteration 48Q: 3 clusters Score -575739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -575739.687500 Penalty: 3027.365479
	Iteration 49Q: 3 clusters Score -575739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -575740.812500 Penalty: 3027.365479
	Iteration 50Q: 3 clusters Score -575740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -575741.875000 Penalty: 3027.365479
	Iteration 51Q: 3 clusters Score -575741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -575741.875000 Penalty: 3027.365479
	Iteration 52F: 3 clusters Score -575741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -210957.515625 Penalty: 1373.816162
	Iteration 0F: 2 clusters Score -210957.5 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 2366 members 
Entering Unmasked Estep 
Score: -207109.062500 Penalty: 2747.632324
	Iteration 0F: 3 clusters Score -207109.1 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -208254.968750 Penalty: 2747.632324
	Iteration 1F: 3 clusters Score -208255 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -208468.625000 Penalty: 2747.632324
	Iteration 2F: 3 clusters Score -208468.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -208655.593750 Penalty: 2747.632324
	Iteration 3F: 3 clusters Score -208655.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -208848.375000 Penalty: 2747.632324
	Iteration 4F: 3 clusters Score -208848.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -209016.781250 Penalty: 2747.632324
	Iteration 5F: 3 clusters Score -209016.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -209155.359375 Penalty: 2747.632324
	Iteration 6Q: 3 clusters Score -209155.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -209281.875000 Penalty: 2747.632324
	Iteration 7Q: 3 clusters Score -209281.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -209385.968750 Penalty: 2747.632324
	Iteration 8Q: 3 clusters Score -209386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -209468.953125 Penalty: 2747.632324
	Iteration 9Q: 3 clusters Score -209469 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -209531.796875 Penalty: 2747.632324
	Iteration 10Q: 3 clusters Score -209531.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -209586.765625 Penalty: 2747.632324
	Iteration 11Q: 3 clusters Score -209586.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -209628.734375 Penalty: 2747.632324
	Iteration 12Q: 3 clusters Score -209628.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -209676.296875 Penalty: 2747.632324
	Iteration 13Q: 3 clusters Score -209676.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -209715.343750 Penalty: 2747.632324
	Iteration 14Q: 3 clusters Score -209715.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -209749.796875 Penalty: 2747.632324
	Iteration 15Q: 3 clusters Score -209749.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -209807.671875 Penalty: 2747.632324
	Iteration 16Q: 3 clusters Score -209807.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -209867.171875 Penalty: 2747.632324
	Iteration 17Q: 3 clusters Score -209867.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -209921.234375 Penalty: 2747.632324
	Iteration 18Q: 3 clusters Score -209921.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -209948.781250 Penalty: 2747.632324
	Iteration 19Q: 3 clusters Score -209948.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -209972.656250 Penalty: 2747.632324
	Iteration 20F: 3 clusters Score -209972.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -209986.546875 Penalty: 2747.632324
	Iteration 21Q: 3 clusters Score -209986.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -209996.531250 Penalty: 2747.632324
	Iteration 22Q: 3 clusters Score -209996.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -210004.968750 Penalty: 2747.632324
	Iteration 23Q: 3 clusters Score -210005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -210010.453125 Penalty: 2747.632324
	Iteration 24Q: 3 clusters Score -210010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -210014.296875 Penalty: 2747.632324
	Iteration 25Q: 3 clusters Score -210014.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -210017.875000 Penalty: 2747.632324
	Iteration 26Q: 3 clusters Score -210017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -210018.687500 Penalty: 2747.632324
	Iteration 27Q: 3 clusters Score -210018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -210020.156250 Penalty: 2747.632324
	Iteration 28Q: 3 clusters Score -210020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -210022.812500 Penalty: 2747.632324
	Iteration 29Q: 3 clusters Score -210022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -210024.500000 Penalty: 2747.632324
	Iteration 30Q: 3 clusters Score -210024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -210025.906250 Penalty: 2747.632324
	Iteration 31Q: 3 clusters Score -210025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -210027.406250 Penalty: 2747.632324
	Iteration 32Q: 3 clusters Score -210027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -210029.218750 Penalty: 2747.632324
	Iteration 33Q: 3 clusters Score -210029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -210029.593750 Penalty: 2747.632324
	Iteration 34Q: 3 clusters Score -210029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -210030.250000 Penalty: 2747.632324
	Iteration 35Q: 3 clusters Score -210030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -210030.437500 Penalty: 2747.632324
	Iteration 36Q: 3 clusters Score -210030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -210031.078125 Penalty: 2747.632324
	Iteration 37Q: 3 clusters Score -210031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -210031.343750 Penalty: 2747.632324
	Iteration 38Q: 3 clusters Score -210031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -210032.328125 Penalty: 2747.632324
	Iteration 39Q: 3 clusters Score -210032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -210033.078125 Penalty: 2747.632324
	Iteration 40F: 3 clusters Score -210033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -210032.703125 Penalty: 2747.632324
	Iteration 41Q: 3 clusters Score -210032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -210033.031250 Penalty: 2747.632324
	Iteration 42Q: 3 clusters Score -210033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -210033.031250 Penalty: 2747.632324
	Iteration 43F: 3 clusters Score -210033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Entering Unmasked Estep 
Score: -388397.031250 Penalty: 1458.272461
	Iteration 0F: 2 clusters Score -388397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -382592.375000 Penalty: 2916.544922
	Iteration 0F: 3 clusters Score -382592.4 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -384388.781250 Penalty: 2916.544922
	Iteration 1F: 3 clusters Score -384388.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -384677.750000 Penalty: 2916.544922
	Iteration 2F: 3 clusters Score -384677.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -385028.062500 Penalty: 2916.544922
	Iteration 3F: 3 clusters Score -385028.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -385486.250000 Penalty: 2916.544922
	Iteration 4F: 3 clusters Score -385486.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -385980.156250 Penalty: 2916.544922
	Iteration 5F: 3 clusters Score -385980.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -386520.031250 Penalty: 2916.544922
	Iteration 6F: 3 clusters Score -386520 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -387022.687500 Penalty: 2916.544922
	Iteration 7F: 3 clusters Score -387022.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -387401.000000 Penalty: 2916.544922
	Iteration 8F: 3 clusters Score -387401 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -387591.281250 Penalty: 2916.544922
	Iteration 9Q: 3 clusters Score -387591.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -387683.093750 Penalty: 2916.544922
	Iteration 10Q: 3 clusters Score -387683.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -387729.062500 Penalty: 2916.544922
	Iteration 11Q: 3 clusters Score -387729.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -387755.437500 Penalty: 2916.544922
	Iteration 12Q: 3 clusters Score -387755.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -387771.406250 Penalty: 2916.544922
	Iteration 13Q: 3 clusters Score -387771.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -387783.843750 Penalty: 2916.544922
	Iteration 14Q: 3 clusters Score -387783.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -387795.593750 Penalty: 2916.544922
	Iteration 15Q: 3 clusters Score -387795.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -387805.343750 Penalty: 2916.544922
	Iteration 16Q: 3 clusters Score -387805.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -387825.312500 Penalty: 2916.544922
	Iteration 17Q: 3 clusters Score -387825.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -387849.000000 Penalty: 2916.544922
	Iteration 18Q: 3 clusters Score -387849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -387864.906250 Penalty: 2916.544922
	Iteration 19Q: 3 clusters Score -387864.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -387885.593750 Penalty: 2916.544922
	Iteration 20F: 3 clusters Score -387885.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -387921.968750 Penalty: 2916.544922
	Iteration 21Q: 3 clusters Score -387922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -387948.812500 Penalty: 2916.544922
	Iteration 22Q: 3 clusters Score -387948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -387959.312500 Penalty: 2916.544922
	Iteration 23Q: 3 clusters Score -387959.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -387968.031250 Penalty: 2916.544922
	Iteration 24Q: 3 clusters Score -387968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -387974.406250 Penalty: 2916.544922
	Iteration 25Q: 3 clusters Score -387974.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -387979.250000 Penalty: 2916.544922
	Iteration 26Q: 3 clusters Score -387979.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -387984.437500 Penalty: 2916.544922
	Iteration 27Q: 3 clusters Score -387984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -387989.656250 Penalty: 2916.544922
	Iteration 28Q: 3 clusters Score -387989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -387992.437500 Penalty: 2916.544922
	Iteration 29Q: 3 clusters Score -387992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -387995.750000 Penalty: 2916.544922
	Iteration 30Q: 3 clusters Score -387995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -387995.656250 Penalty: 2916.544922
	Iteration 31Q: 3 clusters Score -387995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -387996.687500 Penalty: 2916.544922
	Iteration 32Q: 3 clusters Score -387996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -387997.812500 Penalty: 2916.544922
	Iteration 33Q: 3 clusters Score -387997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -387997.812500 Penalty: 2916.544922
	Iteration 34F: 3 clusters Score -387997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Entering Unmasked Estep 
Score: -987232.750000 Penalty: 1596.410645
	Iteration 0F: 2 clusters Score -987232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -974571.750000 Penalty: 3192.821289
	Iteration 0F: 3 clusters Score -974571.8 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -979151.625000 Penalty: 3192.821289
	Iteration 1F: 3 clusters Score -979151.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -979437.000000 Penalty: 3192.821289
	Iteration 2Q: 3 clusters Score -979437 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -979643.312500 Penalty: 3192.821289
	Iteration 3Q: 3 clusters Score -979643.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -979822.750000 Penalty: 3192.821289
	Iteration 4Q: 3 clusters Score -979822.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -979979.625000 Penalty: 3192.821289
	Iteration 5Q: 3 clusters Score -979979.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -980111.437500 Penalty: 3192.821289
	Iteration 6Q: 3 clusters Score -980111.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -980223.625000 Penalty: 3192.821289
	Iteration 7Q: 3 clusters Score -980223.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -980343.437500 Penalty: 3192.821289
	Iteration 8Q: 3 clusters Score -980343.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -980446.375000 Penalty: 3192.821289
	Iteration 9Q: 3 clusters Score -980446.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -980557.312500 Penalty: 3192.821289
	Iteration 10Q: 3 clusters Score -980557.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -980676.500000 Penalty: 3192.821289
	Iteration 11Q: 3 clusters Score -980676.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -980810.812500 Penalty: 3192.821289
	Iteration 12Q: 3 clusters Score -980810.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -980985.875000 Penalty: 3192.821289
	Iteration 13Q: 3 clusters Score -980985.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -981235.750000 Penalty: 3192.821289
	Iteration 14Q: 3 clusters Score -981235.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -981601.125000 Penalty: 3192.821289
	Iteration 15Q: 3 clusters Score -981601.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -982067.875000 Penalty: 3192.821289
	Iteration 16Q: 3 clusters Score -982067.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -982688.937500 Penalty: 3192.821289
	Iteration 17F: 3 clusters Score -982688.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -983376.062500 Penalty: 3192.821289
	Iteration 18F: 3 clusters Score -983376.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -984053.687500 Penalty: 3192.821289
	Iteration 19Q: 3 clusters Score -984053.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -984677.062500 Penalty: 3192.821289
	Iteration 20F: 3 clusters Score -984677.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -985107.562500 Penalty: 3192.821289
	Iteration 21Q: 3 clusters Score -985107.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -985365.625000 Penalty: 3192.821289
	Iteration 22Q: 3 clusters Score -985365.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -985534.062500 Penalty: 3192.821289
	Iteration 23Q: 3 clusters Score -985534.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -985643.750000 Penalty: 3192.821289
	Iteration 24Q: 3 clusters Score -985643.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -985708.687500 Penalty: 3192.821289
	Iteration 25Q: 3 clusters Score -985708.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -985739.375000 Penalty: 3192.821289
	Iteration 26Q: 3 clusters Score -985739.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -985769.625000 Penalty: 3192.821289
	Iteration 27Q: 3 clusters Score -985769.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -985790.812500 Penalty: 3192.821289
	Iteration 28Q: 3 clusters Score -985790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -985804.937500 Penalty: 3192.821289
	Iteration 29Q: 3 clusters Score -985804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -985810.625000 Penalty: 3192.821289
	Iteration 30Q: 3 clusters Score -985810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -985817.250000 Penalty: 3192.821289
	Iteration 31Q: 3 clusters Score -985817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -985822.312500 Penalty: 3192.821289
	Iteration 32Q: 3 clusters Score -985822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -985825.937500 Penalty: 3192.821289
	Iteration 33Q: 3 clusters Score -985825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -985830.062500 Penalty: 3192.821289
	Iteration 34Q: 3 clusters Score -985830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -985835.250000 Penalty: 3192.821289
	Iteration 35Q: 3 clusters Score -985835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -985838.375000 Penalty: 3192.821289
	Iteration 36Q: 3 clusters Score -985838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -985838.687500 Penalty: 3192.821289
	Iteration 37Q: 3 clusters Score -985838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -985839.562500 Penalty: 3192.821289
	Iteration 38Q: 3 clusters Score -985839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -985839.562500 Penalty: 3192.821289
	Iteration 39F: 3 clusters Score -985839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Entering Unmasked Estep 
Score: -909761.062500 Penalty: 1586.012939
	Iteration 0F: 2 clusters Score -909761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -897834.125000 Penalty: 3172.025879
	Iteration 0F: 3 clusters Score -897834.1 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -902169.312500 Penalty: 3172.025879
	Iteration 1F: 3 clusters Score -902169.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -902471.312500 Penalty: 3172.025879
	Iteration 2Q: 3 clusters Score -902471.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -902810.000000 Penalty: 3172.025879
	Iteration 3Q: 3 clusters Score -902810 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -903191.375000 Penalty: 3172.025879
	Iteration 4Q: 3 clusters Score -903191.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -903681.625000 Penalty: 3172.025879
	Iteration 5Q: 3 clusters Score -903681.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -904318.625000 Penalty: 3172.025879
	Iteration 6F: 3 clusters Score -904318.6 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -905098.125000 Penalty: 3172.025879
	Iteration 7F: 3 clusters Score -905098.1 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -906048.187500 Penalty: 3172.025879
	Iteration 8F: 3 clusters Score -906048.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -906994.000000 Penalty: 3172.025879
	Iteration 9F: 3 clusters Score -906994 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -907637.437500 Penalty: 3172.025879
	Iteration 10Q: 3 clusters Score -907637.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -907990.187500 Penalty: 3172.025879
	Iteration 11Q: 3 clusters Score -907990.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -908187.062500 Penalty: 3172.025879
	Iteration 12Q: 3 clusters Score -908187.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -908289.937500 Penalty: 3172.025879
	Iteration 13Q: 3 clusters Score -908289.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -908344.750000 Penalty: 3172.025879
	Iteration 14Q: 3 clusters Score -908344.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -908376.875000 Penalty: 3172.025879
	Iteration 15Q: 3 clusters Score -908376.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -908401.187500 Penalty: 3172.025879
	Iteration 16Q: 3 clusters Score -908401.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -908421.125000 Penalty: 3172.025879
	Iteration 17Q: 3 clusters Score -908421.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -908432.250000 Penalty: 3172.025879
	Iteration 18Q: 3 clusters Score -908432.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -908440.500000 Penalty: 3172.025879
	Iteration 19Q: 3 clusters Score -908440.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -908448.687500 Penalty: 3172.025879
	Iteration 20F: 3 clusters Score -908448.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -908452.812500 Penalty: 3172.025879
	Iteration 21Q: 3 clusters Score -908452.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -908456.187500 Penalty: 3172.025879
	Iteration 22Q: 3 clusters Score -908456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -908456.437500 Penalty: 3172.025879
	Iteration 23Q: 3 clusters Score -908456.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -908456.062500 Penalty: 3172.025879
	Iteration 24Q: 3 clusters Score -908456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -908457.250000 Penalty: 3172.025879
	Iteration 25Q: 3 clusters Score -908457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -908458.437500 Penalty: 3172.025879
	Iteration 26Q: 3 clusters Score -908458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -908459.750000 Penalty: 3172.025879
	Iteration 27Q: 3 clusters Score -908459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -908458.500000 Penalty: 3172.025879
	Iteration 28Q: 3 clusters Score -908458.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -908462.125000 Penalty: 3172.025879
	Iteration 29Q: 3 clusters Score -908462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -908459.875000 Penalty: 3172.025879
	Iteration 30Q: 3 clusters Score -908459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -908462.437500 Penalty: 3172.025879
	Iteration 31Q: 3 clusters Score -908462.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -908462.250000 Penalty: 3172.025879
	Iteration 32Q: 3 clusters Score -908462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -908459.937500 Penalty: 3172.025879
	Iteration 33Q: 3 clusters Score -908459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -908463.312500 Penalty: 3172.025879
	Iteration 34Q: 3 clusters Score -908463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -908464.125000 Penalty: 3172.025879
	Iteration 35Q: 3 clusters Score -908464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -908464.062500 Penalty: 3172.025879
	Iteration 36Q: 3 clusters Score -908464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -908464.687500 Penalty: 3172.025879
	Iteration 37Q: 3 clusters Score -908464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -908466.562500 Penalty: 3172.025879
	Iteration 38Q: 3 clusters Score -908466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -908463.062500 Penalty: 3172.025879
	Iteration 39Q: 3 clusters Score -908463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -908463.375000 Penalty: 3172.025879
	Iteration 40F: 3 clusters Score -908463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -908464.312500 Penalty: 3172.025879
	Iteration 41Q: 3 clusters Score -908464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -908464.312500 Penalty: 3172.025879
	Iteration 42F: 3 clusters Score -908464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -143296.312500 Penalty: 1285.112915
	Iteration 0F: 2 clusters Score -143296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -140718.453125 Penalty: 2570.225830
	Iteration 0F: 3 clusters Score -140718.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -141322.156250 Penalty: 2570.225830
	Iteration 1F: 3 clusters Score -141322.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -141427.171875 Penalty: 2570.225830
	Iteration 2F: 3 clusters Score -141427.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -141486.937500 Penalty: 2570.225830
	Iteration 3Q: 3 clusters Score -141486.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -141541.265625 Penalty: 2570.225830
	Iteration 4Q: 3 clusters Score -141541.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -141590.000000 Penalty: 2570.225830
	Iteration 5Q: 3 clusters Score -141590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -141633.843750 Penalty: 2570.225830
	Iteration 6Q: 3 clusters Score -141633.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -141664.546875 Penalty: 2570.225830
	Iteration 7Q: 3 clusters Score -141664.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -141689.031250 Penalty: 2570.225830
	Iteration 8Q: 3 clusters Score -141689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -141717.328125 Penalty: 2570.225830
	Iteration 9Q: 3 clusters Score -141717.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -141744.968750 Penalty: 2570.225830
	Iteration 10Q: 3 clusters Score -141745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -141767.140625 Penalty: 2570.225830
	Iteration 11Q: 3 clusters Score -141767.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -141785.437500 Penalty: 2570.225830
	Iteration 12Q: 3 clusters Score -141785.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -141804.609375 Penalty: 2570.225830
	Iteration 13Q: 3 clusters Score -141804.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -141825.812500 Penalty: 2570.225830
	Iteration 14Q: 3 clusters Score -141825.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -141843.484375 Penalty: 2570.225830
	Iteration 15Q: 3 clusters Score -141843.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -141859.875000 Penalty: 2570.225830
	Iteration 16Q: 3 clusters Score -141859.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -141871.468750 Penalty: 2570.225830
	Iteration 17Q: 3 clusters Score -141871.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -141883.718750 Penalty: 2570.225830
	Iteration 18Q: 3 clusters Score -141883.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -141891.390625 Penalty: 2570.225830
	Iteration 19Q: 3 clusters Score -141891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -141898.078125 Penalty: 2570.225830
	Iteration 20F: 3 clusters Score -141898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -141907.187500 Penalty: 2570.225830
	Iteration 21Q: 3 clusters Score -141907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -141919.812500 Penalty: 2570.225830
	Iteration 22Q: 3 clusters Score -141919.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -141932.812500 Penalty: 2570.225830
	Iteration 23Q: 3 clusters Score -141932.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -141944.296875 Penalty: 2570.225830
	Iteration 24Q: 3 clusters Score -141944.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -141959.843750 Penalty: 2570.225830
	Iteration 25Q: 3 clusters Score -141959.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -141970.984375 Penalty: 2570.225830
	Iteration 26Q: 3 clusters Score -141971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -141980.921875 Penalty: 2570.225830
	Iteration 27Q: 3 clusters Score -141980.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -141992.750000 Penalty: 2570.225830
	Iteration 28Q: 3 clusters Score -141992.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -142000.437500 Penalty: 2570.225830
	Iteration 29Q: 3 clusters Score -142000.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -142006.953125 Penalty: 2570.225830
	Iteration 30Q: 3 clusters Score -142007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -142012.500000 Penalty: 2570.225830
	Iteration 31Q: 3 clusters Score -142012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -142014.140625 Penalty: 2570.225830
	Iteration 32Q: 3 clusters Score -142014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -142016.015625 Penalty: 2570.225830
	Iteration 33Q: 3 clusters Score -142016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -142019.062500 Penalty: 2570.225830
	Iteration 34Q: 3 clusters Score -142019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -142021.656250 Penalty: 2570.225830
	Iteration 35Q: 3 clusters Score -142021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -142025.281250 Penalty: 2570.225830
	Iteration 36Q: 3 clusters Score -142025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -142028.562500 Penalty: 2570.225830
	Iteration 37Q: 3 clusters Score -142028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -142033.312500 Penalty: 2570.225830
	Iteration 38Q: 3 clusters Score -142033.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -142038.203125 Penalty: 2570.225830
	Iteration 39Q: 3 clusters Score -142038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -142041.609375 Penalty: 2570.225830
	Iteration 40F: 3 clusters Score -142041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -142044.890625 Penalty: 2570.225830
	Iteration 41Q: 3 clusters Score -142044.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -142049.328125 Penalty: 2570.225830
	Iteration 42Q: 3 clusters Score -142049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -142052.718750 Penalty: 2570.225830
	Iteration 43Q: 3 clusters Score -142052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -142058.218750 Penalty: 2570.225830
	Iteration 44Q: 3 clusters Score -142058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -142062.281250 Penalty: 2570.225830
	Iteration 45Q: 3 clusters Score -142062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -142064.000000 Penalty: 2570.225830
	Iteration 46Q: 3 clusters Score -142064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -142066.078125 Penalty: 2570.225830
	Iteration 47Q: 3 clusters Score -142066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -142066.078125 Penalty: 2570.225830
	Iteration 48F: 3 clusters Score -142066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40426 members 
Mstep: Class 3 contains 211615 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17726 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90085 members 
Mstep: Class 9 contains 66822 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18473 members 
Mstep: Class 17 contains 17328 members 
Mstep: Class 18 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535352.000000 Penalty: 36418.070312
Iteration 159Q: 18 clusters Score -2.653535e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40426 members 
Mstep: Class 3 contains 211606 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90078 members 
Mstep: Class 9 contains 66815 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19360 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18538 members 
Mstep: Class 17 contains 17332 members 
Mstep: Class 18 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535368.000000 Penalty: 36418.070312
Iteration 160F: 18 clusters Score -2.653537e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40417 members 
Mstep: Class 3 contains 211601 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17730 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 90080 members 
Mstep: Class 9 contains 66810 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 18599 members 
Mstep: Class 17 contains 17336 members 
Mstep: Class 18 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535390.000000 Penalty: 36418.070312
Iteration 161Q: 18 clusters Score -2.653539e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40412 members 
Mstep: Class 3 contains 211583 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17734 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90084 members 
Mstep: Class 9 contains 66806 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18647 members 
Mstep: Class 17 contains 17342 members 
Mstep: Class 18 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535436.000000 Penalty: 36418.070312
Iteration 162Q: 18 clusters Score -2.653544e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40412 members 
Mstep: Class 3 contains 211578 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 66803 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19352 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535432.000000 Penalty: 36418.070312
Iteration 163Q: 18 clusters Score -2.653543e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40412 members 
Mstep: Class 3 contains 211567 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 66797 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19354 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18731 members 
Mstep: Class 17 contains 17343 members 
Mstep: Class 18 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535434.000000 Penalty: 36418.070312
Iteration 164Q: 18 clusters Score -2.653543e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40409 members 
Mstep: Class 3 contains 211550 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17734 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90081 members 
Mstep: Class 9 contains 66787 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19353 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18793 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535416.000000 Penalty: 36418.070312
Iteration 165Q: 18 clusters Score -2.653542e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40411 members 
Mstep: Class 3 contains 211539 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 90081 members 
Mstep: Class 9 contains 66773 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18852 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535468.000000 Penalty: 36418.070312
Iteration 166Q: 18 clusters Score -2.653547e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40416 members 
Mstep: Class 3 contains 211526 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 90077 members 
Mstep: Class 9 contains 66763 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19348 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18906 members 
Mstep: Class 17 contains 17351 members 
Mstep: Class 18 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535476.000000 Penalty: 36418.070312
Iteration 167Q: 18 clusters Score -2.653548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40421 members 
Mstep: Class 3 contains 211517 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90081 members 
Mstep: Class 9 contains 66753 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19345 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535484.000000 Penalty: 36418.070312
Iteration 168Q: 18 clusters Score -2.653548e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40422 members 
Mstep: Class 3 contains 211503 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17728 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90087 members 
Mstep: Class 9 contains 66747 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19003 members 
Mstep: Class 17 contains 17353 members 
Mstep: Class 18 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535480.000000 Penalty: 36418.070312
Iteration 169Q: 18 clusters Score -2.653548e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40426 members 
Mstep: Class 3 contains 211488 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17726 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90090 members 
Mstep: Class 9 contains 66746 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19062 members 
Mstep: Class 17 contains 17353 members 
Mstep: Class 18 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535502.000000 Penalty: 36418.070312
Iteration 170Q: 18 clusters Score -2.65355e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40434 members 
Mstep: Class 3 contains 211478 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17726 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90090 members 
Mstep: Class 9 contains 66741 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19113 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535444.000000 Penalty: 36418.070312
Iteration 171Q: 18 clusters Score -2.653544e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40440 members 
Mstep: Class 3 contains 211458 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90092 members 
Mstep: Class 9 contains 66741 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 19170 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 2231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535452.000000 Penalty: 36418.070312
Iteration 172Q: 18 clusters Score -2.653545e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40440 members 
Mstep: Class 3 contains 211446 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17726 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 90095 members 
Mstep: Class 9 contains 66733 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 19213 members 
Mstep: Class 17 contains 17362 members 
Mstep: Class 18 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535488.000000 Penalty: 36418.070312
Iteration 173Q: 18 clusters Score -2.653549e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40444 members 
Mstep: Class 3 contains 211430 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17722 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 90098 members 
Mstep: Class 9 contains 66726 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 17 contains 17367 members 
Mstep: Class 18 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535462.000000 Penalty: 36418.070312
Iteration 174Q: 18 clusters Score -2.653546e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40445 members 
Mstep: Class 3 contains 211422 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17720 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 90097 members 
Mstep: Class 9 contains 66720 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 17 contains 17368 members 
Mstep: Class 18 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535514.000000 Penalty: 36418.070312
Iteration 175Q: 18 clusters Score -2.653551e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40444 members 
Mstep: Class 3 contains 211409 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17719 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 90098 members 
Mstep: Class 9 contains 66711 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535440.000000 Penalty: 36418.070312
Iteration 176Q: 18 clusters Score -2.653544e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40445 members 
Mstep: Class 3 contains 211402 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17719 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 90096 members 
Mstep: Class 9 contains 66704 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19356 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535462.000000 Penalty: 36418.070312
Iteration 177Q: 18 clusters Score -2.653546e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40446 members 
Mstep: Class 3 contains 211397 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17719 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 90093 members 
Mstep: Class 9 contains 66695 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19396 members 
Mstep: Class 17 contains 17366 members 
Mstep: Class 18 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535478.000000 Penalty: 36418.070312
Iteration 178Q: 18 clusters Score -2.653548e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40447 members 
Mstep: Class 3 contains 211388 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17719 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90094 members 
Mstep: Class 9 contains 66689 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19443 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535462.000000 Penalty: 36418.070312
Iteration 179Q: 18 clusters Score -2.653546e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40445 members 
Mstep: Class 3 contains 211377 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17719 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 90092 members 
Mstep: Class 9 contains 66687 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19486 members 
Mstep: Class 17 contains 17360 members 
Mstep: Class 18 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535472.000000 Penalty: 36418.070312
Iteration 180F: 18 clusters Score -2.653547e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40444 members 
Mstep: Class 3 contains 211368 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90092 members 
Mstep: Class 9 contains 66688 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19523 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535478.000000 Penalty: 36418.070312
Iteration 181Q: 18 clusters Score -2.653548e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40441 members 
Mstep: Class 3 contains 211359 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90095 members 
Mstep: Class 9 contains 66688 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19562 members 
Mstep: Class 17 contains 17355 members 
Mstep: Class 18 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535494.000000 Penalty: 36418.070312
Iteration 182Q: 18 clusters Score -2.653549e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40436 members 
Mstep: Class 3 contains 211352 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17716 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90095 members 
Mstep: Class 9 contains 66688 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 17 contains 17351 members 
Mstep: Class 18 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535504.000000 Penalty: 36418.070312
Iteration 183Q: 18 clusters Score -2.65355e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40440 members 
Mstep: Class 3 contains 211348 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17712 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90096 members 
Mstep: Class 9 contains 66680 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535496.000000 Penalty: 36418.070312
Iteration 184Q: 18 clusters Score -2.65355e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40443 members 
Mstep: Class 3 contains 211342 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90099 members 
Mstep: Class 9 contains 66678 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19650 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535496.000000 Penalty: 36418.070312
Iteration 185Q: 18 clusters Score -2.65355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40447 members 
Mstep: Class 3 contains 211339 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17712 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90101 members 
Mstep: Class 9 contains 66676 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 17 contains 17353 members 
Mstep: Class 18 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535502.000000 Penalty: 36418.070312
Iteration 186Q: 18 clusters Score -2.65355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211334 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90107 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 17 contains 17350 members 
Mstep: Class 18 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535504.000000 Penalty: 36418.070312
Iteration 187Q: 18 clusters Score -2.65355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 211332 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90109 members 
Mstep: Class 9 contains 66674 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 17 contains 17348 members 
Mstep: Class 18 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535494.000000 Penalty: 36418.070312
Iteration 188Q: 18 clusters Score -2.653549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40454 members 
Mstep: Class 3 contains 211329 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90111 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535526.000000 Penalty: 36418.070312
Iteration 189Q: 18 clusters Score -2.653553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40454 members 
Mstep: Class 3 contains 211329 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90112 members 
Mstep: Class 9 contains 66674 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19701 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535512.000000 Penalty: 36418.070312
Iteration 190Q: 18 clusters Score -2.653551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40454 members 
Mstep: Class 3 contains 211325 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90115 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19714 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535548.000000 Penalty: 36418.070312
Iteration 191Q: 18 clusters Score -2.653555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 211322 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90117 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19731 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535564.000000 Penalty: 36418.070312
Iteration 192Q: 18 clusters Score -2.653556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 211318 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90120 members 
Mstep: Class 9 contains 66672 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535566.000000 Penalty: 36418.070312
Iteration 193Q: 18 clusters Score -2.653557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211314 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90119 members 
Mstep: Class 9 contains 66675 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535580.000000 Penalty: 36418.070312
Iteration 194Q: 18 clusters Score -2.653558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40448 members 
Mstep: Class 3 contains 211312 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90118 members 
Mstep: Class 9 contains 66674 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19779 members 
Mstep: Class 17 contains 17345 members 
Mstep: Class 18 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535584.000000 Penalty: 36418.070312
Iteration 195Q: 18 clusters Score -2.653558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211308 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90119 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19791 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535580.000000 Penalty: 36418.070312
Iteration 196Q: 18 clusters Score -2.653558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40449 members 
Mstep: Class 3 contains 211305 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90121 members 
Mstep: Class 9 contains 66671 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19802 members 
Mstep: Class 17 contains 17346 members 
Mstep: Class 18 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535550.000000 Penalty: 36418.070312
Iteration 197Q: 18 clusters Score -2.653555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40449 members 
Mstep: Class 3 contains 211302 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90119 members 
Mstep: Class 9 contains 66674 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19808 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535552.000000 Penalty: 36418.070312
Iteration 198Q: 18 clusters Score -2.653555e+07 nChanged 18
Entering ConstructFrom: 
Score: -26535552.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -103263.875000 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -103263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -101154.023438 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -101154 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -101585.484375 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -101585.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -101689.507812 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -101689.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -101749.976562 Penalty: 2475.612061
	Iteration 3F: 3 clusters Score -101750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -101786.257812 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -101786.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -101812.828125 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -101812.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -101836.054688 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -101836.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -101853.507812 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -101853.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -101866.781250 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -101866.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -101878.640625 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -101878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -101890.632812 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -101890.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101899.054688 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -101899.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -101906.109375 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -101906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -101909.882812 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -101909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -101915.476562 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -101915.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -101918.437500 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -101918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -101921.734375 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -101921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -101925.101562 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -101925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -101927.929688 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -101927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -101929.843750 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -101929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -101931.054688 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -101931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -101933.101562 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -101933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -101936.156250 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -101936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -101938.906250 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -101938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -101939.718750 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -101939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -101941.859375 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -101941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -101944.960938 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -101945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -101947.921875 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -101947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -101951.296875 Penalty: 2475.612061
	Iteration 28Q: 3 clusters Score -101951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -101955.101562 Penalty: 2475.612061
	Iteration 29Q: 3 clusters Score -101955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -101956.351562 Penalty: 2475.612061
	Iteration 30Q: 3 clusters Score -101956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -101958.109375 Penalty: 2475.612061
	Iteration 31Q: 3 clusters Score -101958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -101960.320312 Penalty: 2475.612061
	Iteration 32Q: 3 clusters Score -101960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -101963.195312 Penalty: 2475.612061
	Iteration 33Q: 3 clusters Score -101963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -101964.945312 Penalty: 2475.612061
	Iteration 34Q: 3 clusters Score -101964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -101965.140625 Penalty: 2475.612061
	Iteration 35Q: 3 clusters Score -101965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -101965.195312 Penalty: 2475.612061
	Iteration 36Q: 3 clusters Score -101965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -101965.195312 Penalty: 2475.612061
	Iteration 37F: 3 clusters Score -101965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Entering Unmasked Estep 
Score: -2124057.750000 Penalty: 1723.779053
	Iteration 0F: 2 clusters Score -2124058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2096979.500000 Penalty: 3447.558105
	Iteration 0F: 3 clusters Score -2096980 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2107710.250000 Penalty: 3447.558105
	Iteration 1F: 3 clusters Score -2107710 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2108176.750000 Penalty: 3447.558105
	Iteration 2Q: 3 clusters Score -2108177 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2108666.750000 Penalty: 3447.558105
	Iteration 3Q: 3 clusters Score -2108667 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2109287.750000 Penalty: 3447.558105
	Iteration 4Q: 3 clusters Score -2109288 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2110204.500000 Penalty: 3447.558105
	Iteration 5Q: 3 clusters Score -2110204 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2111579.250000 Penalty: 3447.558105
	Iteration 6F: 3 clusters Score -2111579 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2113347.000000 Penalty: 3447.558105
	Iteration 7F: 3 clusters Score -2113347 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2115417.000000 Penalty: 3447.558105
	Iteration 8F: 3 clusters Score -2115417 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2117288.000000 Penalty: 3447.558105
	Iteration 9F: 3 clusters Score -2117288 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2118798.000000 Penalty: 3447.558105
	Iteration 10Q: 3 clusters Score -2118798 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2119841.000000 Penalty: 3447.558105
	Iteration 11Q: 3 clusters Score -2119841 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2120540.250000 Penalty: 3447.558105
	Iteration 12Q: 3 clusters Score -2120540 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2121060.000000 Penalty: 3447.558105
	Iteration 13Q: 3 clusters Score -2121060 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2121471.250000 Penalty: 3447.558105
	Iteration 14Q: 3 clusters Score -2121471 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2121767.750000 Penalty: 3447.558105
	Iteration 15Q: 3 clusters Score -2121768 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2121980.750000 Penalty: 3447.558105
	Iteration 16Q: 3 clusters Score -2121981 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2122161.750000 Penalty: 3447.558105
	Iteration 17Q: 3 clusters Score -2122162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2122284.500000 Penalty: 3447.558105
	Iteration 18Q: 3 clusters Score -2122284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2122364.500000 Penalty: 3447.558105
	Iteration 19Q: 3 clusters Score -2122364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2122426.750000 Penalty: 3447.558105
	Iteration 20F: 3 clusters Score -2122427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2122464.250000 Penalty: 3447.558105
	Iteration 21Q: 3 clusters Score -2122464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2122490.500000 Penalty: 3447.558105
	Iteration 22Q: 3 clusters Score -2122490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2122515.250000 Penalty: 3447.558105
	Iteration 23Q: 3 clusters Score -2122515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2122528.250000 Penalty: 3447.558105
	Iteration 24Q: 3 clusters Score -2122528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2122540.250000 Penalty: 3447.558105
	Iteration 25Q: 3 clusters Score -2122540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2122548.500000 Penalty: 3447.558105
	Iteration 26Q: 3 clusters Score -2122548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2122554.000000 Penalty: 3447.558105
	Iteration 27Q: 3 clusters Score -2122554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2122553.000000 Penalty: 3447.558105
	Iteration 28Q: 3 clusters Score -2122553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2122554.250000 Penalty: 3447.558105
	Iteration 29Q: 3 clusters Score -2122554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2122555.250000 Penalty: 3447.558105
	Iteration 30Q: 3 clusters Score -2122555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2122557.500000 Penalty: 3447.558105
	Iteration 31Q: 3 clusters Score -2122558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2122561.750000 Penalty: 3447.558105
	Iteration 32Q: 3 clusters Score -2122562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2122565.250000 Penalty: 3447.558105
	Iteration 33Q: 3 clusters Score -2122565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2122565.500000 Penalty: 3447.558105
	Iteration 34Q: 3 clusters Score -2122566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2122565.500000 Penalty: 3447.558105
	Iteration 35F: 3 clusters Score -2122566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (211300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211300 members 
Entering Unmasked Estep 
Score: -11018324.000000 Penalty: 1992.417969
	Iteration 0F: 2 clusters Score -1.101832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -10875728.000000 Penalty: 3984.835938
	Iteration 0F: 3 clusters Score -1.087573e+07 nChanged 102795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -10937423.000000 Penalty: 3984.835938
	Iteration 1F: 3 clusters Score -1.093742e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -10939180.000000 Penalty: 3984.835938
	Iteration 2Q: 3 clusters Score -1.093918e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -10942743.000000 Penalty: 3984.835938
	Iteration 3Q: 3 clusters Score -1.094274e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -10949670.000000 Penalty: 3984.835938
	Iteration 4F: 3 clusters Score -1.094967e+07 nChanged 16517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -10961496.000000 Penalty: 3984.835938
	Iteration 5F: 3 clusters Score -1.09615e+07 nChanged 19121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -10978417.000000 Penalty: 3984.835938
	Iteration 6F: 3 clusters Score -1.097842e+07 nChanged 17708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189986 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -10996004.000000 Penalty: 3984.835938
	Iteration 7F: 3 clusters Score -1.0996e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202053 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -11008104.000000 Penalty: 3984.835938
	Iteration 8F: 3 clusters Score -1.10081e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207968 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -11013631.000000 Penalty: 3984.835938
	Iteration 9Q: 3 clusters Score -1.101363e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210146 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11015608.000000 Penalty: 3984.835938
	Iteration 10Q: 3 clusters Score -1.101561e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210807 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11016211.000000 Penalty: 3984.835938
	Iteration 11Q: 3 clusters Score -1.101621e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210984 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11016370.000000 Penalty: 3984.835938
	Iteration 12Q: 3 clusters Score -1.101637e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211054 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11016447.000000 Penalty: 3984.835938
	Iteration 13Q: 3 clusters Score -1.101645e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11016488.000000 Penalty: 3984.835938
	Iteration 14Q: 3 clusters Score -1.101649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211076 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11016513.000000 Penalty: 3984.835938
	Iteration 15Q: 3 clusters Score -1.101651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211077 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11016532.000000 Penalty: 3984.835938
	Iteration 16Q: 3 clusters Score -1.101653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211080 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11016561.000000 Penalty: 3984.835938
	Iteration 17Q: 3 clusters Score -1.101656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211082 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11016575.000000 Penalty: 3984.835938
	Iteration 18Q: 3 clusters Score -1.101658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211085 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11016594.000000 Penalty: 3984.835938
	Iteration 19Q: 3 clusters Score -1.101659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211090 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11016613.000000 Penalty: 3984.835938
	Iteration 20F: 3 clusters Score -1.101661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211096 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11016627.000000 Penalty: 3984.835938
	Iteration 21Q: 3 clusters Score -1.101663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211100 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11016637.000000 Penalty: 3984.835938
	Iteration 22Q: 3 clusters Score -1.101664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211103 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11016649.000000 Penalty: 3984.835938
	Iteration 23Q: 3 clusters Score -1.101665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211100 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11016653.000000 Penalty: 3984.835938
	Iteration 24Q: 3 clusters Score -1.101665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211099 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11016656.000000 Penalty: 3984.835938
	Iteration 25Q: 3 clusters Score -1.101666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11016661.000000 Penalty: 3984.835938
	Iteration 26Q: 3 clusters Score -1.101666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211098 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11016657.000000 Penalty: 3984.835938
	Iteration 27Q: 3 clusters Score -1.101666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211100 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11016664.000000 Penalty: 3984.835938
	Iteration 28Q: 3 clusters Score -1.101666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211099 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11016666.000000 Penalty: 3984.835938
	Iteration 29Q: 3 clusters Score -1.101667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11016666.000000 Penalty: 3984.835938
	Iteration 30Q: 3 clusters Score -1.101667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11016671.000000 Penalty: 3984.835938
	Iteration 31Q: 3 clusters Score -1.101667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211095 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11016671.000000 Penalty: 3984.835938
	Iteration 32Q: 3 clusters Score -1.101667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211095 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11016671.000000 Penalty: 3984.835938
	Iteration 33F: 3 clusters Score -1.101667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Entering Unmasked Estep 
Score: -411630.406250 Penalty: 1454.609009
	Iteration 0F: 2 clusters Score -411630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -405915.843750 Penalty: 2909.218018
	Iteration 0F: 3 clusters Score -405915.8 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -407628.281250 Penalty: 2909.218018
	Iteration 1F: 3 clusters Score -407628.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -407834.468750 Penalty: 2909.218018
	Iteration 2F: 3 clusters Score -407834.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -408002.687500 Penalty: 2909.218018
	Iteration 3F: 3 clusters Score -408002.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -408183.812500 Penalty: 2909.218018
	Iteration 4Q: 3 clusters Score -408183.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -408350.500000 Penalty: 2909.218018
	Iteration 5Q: 3 clusters Score -408350.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -408518.156250 Penalty: 2909.218018
	Iteration 6Q: 3 clusters Score -408518.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -408698.781250 Penalty: 2909.218018
	Iteration 7Q: 3 clusters Score -408698.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -408887.156250 Penalty: 2909.218018
	Iteration 8Q: 3 clusters Score -408887.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -409095.687500 Penalty: 2909.218018
	Iteration 9Q: 3 clusters Score -409095.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -409317.281250 Penalty: 2909.218018
	Iteration 10Q: 3 clusters Score -409317.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -409521.531250 Penalty: 2909.218018
	Iteration 11Q: 3 clusters Score -409521.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -409696.312500 Penalty: 2909.218018
	Iteration 12Q: 3 clusters Score -409696.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -409879.375000 Penalty: 2909.218018
	Iteration 13Q: 3 clusters Score -409879.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -410015.593750 Penalty: 2909.218018
	Iteration 14Q: 3 clusters Score -410015.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -410117.781250 Penalty: 2909.218018
	Iteration 15Q: 3 clusters Score -410117.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -410201.625000 Penalty: 2909.218018
	Iteration 16Q: 3 clusters Score -410201.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -410254.437500 Penalty: 2909.218018
	Iteration 17Q: 3 clusters Score -410254.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -410289.968750 Penalty: 2909.218018
	Iteration 18Q: 3 clusters Score -410290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -410319.656250 Penalty: 2909.218018
	Iteration 19Q: 3 clusters Score -410319.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -410350.531250 Penalty: 2909.218018
	Iteration 20F: 3 clusters Score -410350.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -410387.468750 Penalty: 2909.218018
	Iteration 21Q: 3 clusters Score -410387.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -410411.218750 Penalty: 2909.218018
	Iteration 22Q: 3 clusters Score -410411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -410431.750000 Penalty: 2909.218018
	Iteration 23Q: 3 clusters Score -410431.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -410441.750000 Penalty: 2909.218018
	Iteration 24Q: 3 clusters Score -410441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -410448.562500 Penalty: 2909.218018
	Iteration 25Q: 3 clusters Score -410448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -410466.187500 Penalty: 2909.218018
	Iteration 26Q: 3 clusters Score -410466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -410477.687500 Penalty: 2909.218018
	Iteration 27Q: 3 clusters Score -410477.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -410484.781250 Penalty: 2909.218018
	Iteration 28Q: 3 clusters Score -410484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -410492.625000 Penalty: 2909.218018
	Iteration 29Q: 3 clusters Score -410492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -410493.656250 Penalty: 2909.218018
	Iteration 30Q: 3 clusters Score -410493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -410494.375000 Penalty: 2909.218018
	Iteration 31Q: 3 clusters Score -410494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -410496.625000 Penalty: 2909.218018
	Iteration 32Q: 3 clusters Score -410496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -410496.968750 Penalty: 2909.218018
	Iteration 33Q: 3 clusters Score -410497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -410498.093750 Penalty: 2909.218018
	Iteration 34Q: 3 clusters Score -410498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -410499.281250 Penalty: 2909.218018
	Iteration 35Q: 3 clusters Score -410499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -410499.281250 Penalty: 2909.218018
	Iteration 36F: 3 clusters Score -410499.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -159480.578125 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -159480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -156659.234375 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -156659.2 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -157371.296875 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -157371.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -157541.484375 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -157541.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -157666.671875 Penalty: 2623.856201
	Iteration 3F: 3 clusters Score -157666.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -157767.390625 Penalty: 2623.856201
	Iteration 4Q: 3 clusters Score -157767.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -157833.718750 Penalty: 2623.856201
	Iteration 5Q: 3 clusters Score -157833.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -157887.937500 Penalty: 2623.856201
	Iteration 6Q: 3 clusters Score -157887.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -157934.031250 Penalty: 2623.856201
	Iteration 7Q: 3 clusters Score -157934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -157987.390625 Penalty: 2623.856201
	Iteration 8Q: 3 clusters Score -157987.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -158034.687500 Penalty: 2623.856201
	Iteration 9Q: 3 clusters Score -158034.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -158081.484375 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -158081.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -158115.453125 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -158115.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -158146.609375 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -158146.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -158172.046875 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -158172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -158190.546875 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -158190.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -158199.718750 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -158199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -158208.453125 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -158208.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -158214.593750 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -158214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -158220.312500 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -158220.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -158225.734375 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -158225.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -158231.359375 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -158231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -158237.812500 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -158237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -158243.093750 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -158243.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -158248.671875 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -158248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -158253.968750 Penalty: 2623.856201
	Iteration 24Q: 3 clusters Score -158254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -158259.593750 Penalty: 2623.856201
	Iteration 25Q: 3 clusters Score -158259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -158264.156250 Penalty: 2623.856201
	Iteration 26Q: 3 clusters Score -158264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -158268.828125 Penalty: 2623.856201
	Iteration 27Q: 3 clusters Score -158268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -158270.984375 Penalty: 2623.856201
	Iteration 28Q: 3 clusters Score -158271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -158275.875000 Penalty: 2623.856201
	Iteration 29Q: 3 clusters Score -158275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -158276.671875 Penalty: 2623.856201
	Iteration 30Q: 3 clusters Score -158276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -158278.921875 Penalty: 2623.856201
	Iteration 31Q: 3 clusters Score -158278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -158279.187500 Penalty: 2623.856201
	Iteration 32Q: 3 clusters Score -158279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -158280.390625 Penalty: 2623.856201
	Iteration 33Q: 3 clusters Score -158280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -158282.390625 Penalty: 2623.856201
	Iteration 34Q: 3 clusters Score -158282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -158283.000000 Penalty: 2623.856201
	Iteration 35Q: 3 clusters Score -158283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -158283.218750 Penalty: 2623.856201
	Iteration 36Q: 3 clusters Score -158283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -158283.687500 Penalty: 2623.856201
	Iteration 37Q: 3 clusters Score -158283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -158284.140625 Penalty: 2623.856201
	Iteration 38Q: 3 clusters Score -158284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -158284.640625 Penalty: 2623.856201
	Iteration 39Q: 3 clusters Score -158284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -158285.406250 Penalty: 2623.856201
	Iteration 40F: 3 clusters Score -158285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -158286.703125 Penalty: 2623.856201
	Iteration 41Q: 3 clusters Score -158286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -158287.375000 Penalty: 2623.856201
	Iteration 42Q: 3 clusters Score -158287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -158288.843750 Penalty: 2623.856201
	Iteration 43Q: 3 clusters Score -158288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -158289.968750 Penalty: 2623.856201
	Iteration 44Q: 3 clusters Score -158290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -158291.437500 Penalty: 2623.856201
	Iteration 45Q: 3 clusters Score -158291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -158292.968750 Penalty: 2623.856201
	Iteration 46Q: 3 clusters Score -158293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -158293.796875 Penalty: 2623.856201
	Iteration 47Q: 3 clusters Score -158293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -158294.890625 Penalty: 2623.856201
	Iteration 48Q: 3 clusters Score -158294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -158296.078125 Penalty: 2623.856201
	Iteration 49Q: 3 clusters Score -158296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -158296.890625 Penalty: 2623.856201
	Iteration 50Q: 3 clusters Score -158296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -158298.281250 Penalty: 2623.856201
	Iteration 51Q: 3 clusters Score -158298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -158299.156250 Penalty: 2623.856201
	Iteration 52Q: 3 clusters Score -158299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -158300.656250 Penalty: 2623.856201
	Iteration 53Q: 3 clusters Score -158300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -158302.359375 Penalty: 2623.856201
	Iteration 54Q: 3 clusters Score -158302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -158303.781250 Penalty: 2623.856201
	Iteration 55Q: 3 clusters Score -158303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -158305.031250 Penalty: 2623.856201
	Iteration 56Q: 3 clusters Score -158305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -158306.203125 Penalty: 2623.856201
	Iteration 57Q: 3 clusters Score -158306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -158305.937500 Penalty: 2623.856201
	Iteration 58Q: 3 clusters Score -158305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -158305.937500 Penalty: 2623.856201
	Iteration 59F: 3 clusters Score -158305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Entering Unmasked Estep 
Score: -943949.187500 Penalty: 1589.473755
	Iteration 0F: 2 clusters Score -943949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -931712.625000 Penalty: 3178.947510
	Iteration 0F: 3 clusters Score -931712.6 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -935968.437500 Penalty: 3178.947510
	Iteration 1F: 3 clusters Score -935968.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -936297.125000 Penalty: 3178.947510
	Iteration 2F: 3 clusters Score -936297.1 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -936595.937500 Penalty: 3178.947510
	Iteration 3Q: 3 clusters Score -936595.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -936925.937500 Penalty: 3178.947510
	Iteration 4Q: 3 clusters Score -936925.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -937337.187500 Penalty: 3178.947510
	Iteration 5Q: 3 clusters Score -937337.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -937942.375000 Penalty: 3178.947510
	Iteration 6F: 3 clusters Score -937942.4 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -938743.187500 Penalty: 3178.947510
	Iteration 7F: 3 clusters Score -938743.2 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -939677.562500 Penalty: 3178.947510
	Iteration 8F: 3 clusters Score -939677.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -940554.937500 Penalty: 3178.947510
	Iteration 9F: 3 clusters Score -940554.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -941283.687500 Penalty: 3178.947510
	Iteration 10Q: 3 clusters Score -941283.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -941818.562500 Penalty: 3178.947510
	Iteration 11Q: 3 clusters Score -941818.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -942177.437500 Penalty: 3178.947510
	Iteration 12Q: 3 clusters Score -942177.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -942371.125000 Penalty: 3178.947510
	Iteration 13Q: 3 clusters Score -942371.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -942469.062500 Penalty: 3178.947510
	Iteration 14Q: 3 clusters Score -942469.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -942523.937500 Penalty: 3178.947510
	Iteration 15Q: 3 clusters Score -942523.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -942580.250000 Penalty: 3178.947510
	Iteration 16Q: 3 clusters Score -942580.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -942626.562500 Penalty: 3178.947510
	Iteration 17Q: 3 clusters Score -942626.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -942650.312500 Penalty: 3178.947510
	Iteration 18Q: 3 clusters Score -942650.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -942661.500000 Penalty: 3178.947510
	Iteration 19Q: 3 clusters Score -942661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -942670.500000 Penalty: 3178.947510
	Iteration 20F: 3 clusters Score -942670.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -942682.687500 Penalty: 3178.947510
	Iteration 21Q: 3 clusters Score -942682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -942689.625000 Penalty: 3178.947510
	Iteration 22Q: 3 clusters Score -942689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -942699.437500 Penalty: 3178.947510
	Iteration 23Q: 3 clusters Score -942699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -942709.937500 Penalty: 3178.947510
	Iteration 24Q: 3 clusters Score -942709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -942721.625000 Penalty: 3178.947510
	Iteration 25Q: 3 clusters Score -942721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -942725.250000 Penalty: 3178.947510
	Iteration 26Q: 3 clusters Score -942725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -942730.937500 Penalty: 3178.947510
	Iteration 27Q: 3 clusters Score -942730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -942733.250000 Penalty: 3178.947510
	Iteration 28Q: 3 clusters Score -942733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -942734.250000 Penalty: 3178.947510
	Iteration 29Q: 3 clusters Score -942734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -942735.500000 Penalty: 3178.947510
	Iteration 30Q: 3 clusters Score -942735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -942736.625000 Penalty: 3178.947510
	Iteration 31Q: 3 clusters Score -942736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -942735.750000 Penalty: 3178.947510
	Iteration 32Q: 3 clusters Score -942735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -942737.250000 Penalty: 3178.947510
	Iteration 33Q: 3 clusters Score -942737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -942738.625000 Penalty: 3178.947510
	Iteration 34Q: 3 clusters Score -942738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -942739.625000 Penalty: 3178.947510
	Iteration 35Q: 3 clusters Score -942739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -942741.250000 Penalty: 3178.947510
	Iteration 36Q: 3 clusters Score -942741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -942741.437500 Penalty: 3178.947510
	Iteration 37Q: 3 clusters Score -942741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -942741.250000 Penalty: 3178.947510
	Iteration 38Q: 3 clusters Score -942741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -942742.562500 Penalty: 3178.947510
	Iteration 39Q: 3 clusters Score -942742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -942742.562500 Penalty: 3178.947510
	Iteration 40F: 3 clusters Score -942742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -245914.406250 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -245914.4 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 2617 members 
Entering Unmasked Estep 
Score: -241675.921875 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -241675.9 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -242879.203125 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -242879.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -243076.859375 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -243076.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -243225.640625 Penalty: 2794.181641
	Iteration 3Q: 3 clusters Score -243225.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -243359.468750 Penalty: 2794.181641
	Iteration 4Q: 3 clusters Score -243359.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -243497.609375 Penalty: 2794.181641
	Iteration 5Q: 3 clusters Score -243497.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -243675.593750 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -243675.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -243862.156250 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -243862.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -244051.968750 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -244052 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244250.359375 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -244250.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -244403.812500 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -244403.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -244498.781250 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -244498.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -244556.421875 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -244556.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -244590.890625 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -244590.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -244627.593750 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -244627.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -244651.765625 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -244651.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -244670.968750 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -244671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -244677.468750 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -244677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -244682.218750 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -244682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -244686.046875 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -244686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -244691.250000 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -244691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -244694.125000 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -244694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -244696.843750 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -244696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -244699.609375 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -244699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -244704.875000 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -244704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -244707.390625 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -244707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -244708.171875 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -244708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -244708.828125 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -244708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -244709.218750 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -244709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -244711.250000 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -244711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -244713.390625 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -244713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -244716.734375 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -244716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -244719.578125 Penalty: 2794.181641
	Iteration 32Q: 3 clusters Score -244719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -244720.578125 Penalty: 2794.181641
	Iteration 33Q: 3 clusters Score -244720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -244720.578125 Penalty: 2794.181641
	Iteration 34F: 3 clusters Score -244720.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Entering Unmasked Estep 
Score: -4610598.500000 Penalty: 1853.945801
	Iteration 0F: 2 clusters Score -4610598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -4550209.000000 Penalty: 3707.891602
	Iteration 0F: 3 clusters Score -4550209 nChanged 42918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -4575077.000000 Penalty: 3707.891602
	Iteration 1F: 3 clusters Score -4575077 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -4575909.000000 Penalty: 3707.891602
	Iteration 2Q: 3 clusters Score -4575909 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -4577011.000000 Penalty: 3707.891602
	Iteration 3Q: 3 clusters Score -4577011 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -4578585.000000 Penalty: 3707.891602
	Iteration 4Q: 3 clusters Score -4578585 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -4580816.500000 Penalty: 3707.891602
	Iteration 5F: 3 clusters Score -4580816 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -4583966.000000 Penalty: 3707.891602
	Iteration 6F: 3 clusters Score -4583966 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -4588351.500000 Penalty: 3707.891602
	Iteration 7F: 3 clusters Score -4588352 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -4593545.000000 Penalty: 3707.891602
	Iteration 8F: 3 clusters Score -4593545 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -4598855.000000 Penalty: 3707.891602
	Iteration 9F: 3 clusters Score -4598855 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -4603184.500000 Penalty: 3707.891602
	Iteration 10Q: 3 clusters Score -4603184 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -4605678.000000 Penalty: 3707.891602
	Iteration 11Q: 3 clusters Score -4605678 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -4606600.500000 Penalty: 3707.891602
	Iteration 12Q: 3 clusters Score -4606600 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -4606986.500000 Penalty: 3707.891602
	Iteration 13Q: 3 clusters Score -4606986 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -4607189.000000 Penalty: 3707.891602
	Iteration 14Q: 3 clusters Score -4607189 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -4607338.000000 Penalty: 3707.891602
	Iteration 15Q: 3 clusters Score -4607338 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -4607424.000000 Penalty: 3707.891602
	Iteration 16Q: 3 clusters Score -4607424 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -4607504.500000 Penalty: 3707.891602
	Iteration 17Q: 3 clusters Score -4607504 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -4607552.500000 Penalty: 3707.891602
	Iteration 18Q: 3 clusters Score -4607552 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -4607615.000000 Penalty: 3707.891602
	Iteration 19Q: 3 clusters Score -4607615 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -4607644.500000 Penalty: 3707.891602
	Iteration 20F: 3 clusters Score -4607644 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -4607695.500000 Penalty: 3707.891602
	Iteration 21Q: 3 clusters Score -4607696 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -4607742.000000 Penalty: 3707.891602
	Iteration 22Q: 3 clusters Score -4607742 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -4607796.000000 Penalty: 3707.891602
	Iteration 23Q: 3 clusters Score -4607796 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 81805 members 
Entering Unmasked Estep 
Score: -4607837.000000 Penalty: 3707.891602
	Iteration 24Q: 3 clusters Score -4607837 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -4607869.000000 Penalty: 3707.891602
	Iteration 25Q: 3 clusters Score -4607869 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -4607912.000000 Penalty: 3707.891602
	Iteration 26Q: 3 clusters Score -4607912 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -4607991.500000 Penalty: 3707.891602
	Iteration 27Q: 3 clusters Score -4607992 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -4608051.500000 Penalty: 3707.891602
	Iteration 28Q: 3 clusters Score -4608052 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -4608114.500000 Penalty: 3707.891602
	Iteration 29Q: 3 clusters Score -4608114 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -4608167.500000 Penalty: 3707.891602
	Iteration 30Q: 3 clusters Score -4608168 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -4608230.500000 Penalty: 3707.891602
	Iteration 31Q: 3 clusters Score -4608230 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -4608275.000000 Penalty: 3707.891602
	Iteration 32Q: 3 clusters Score -4608275 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -4608321.000000 Penalty: 3707.891602
	Iteration 33Q: 3 clusters Score -4608321 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -4608359.500000 Penalty: 3707.891602
	Iteration 34Q: 3 clusters Score -4608360 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -4608408.000000 Penalty: 3707.891602
	Iteration 35Q: 3 clusters Score -4608408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -4608446.000000 Penalty: 3707.891602
	Iteration 36Q: 3 clusters Score -4608446 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 85013 members 
Entering Unmasked Estep 
Score: -4608475.000000 Penalty: 3707.891602
	Iteration 37Q: 3 clusters Score -4608475 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -4608508.000000 Penalty: 3707.891602
	Iteration 38Q: 3 clusters Score -4608508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -4608566.500000 Penalty: 3707.891602
	Iteration 39Q: 3 clusters Score -4608566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -4608592.500000 Penalty: 3707.891602
	Iteration 40F: 3 clusters Score -4608592 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -4608640.500000 Penalty: 3707.891602
	Iteration 41Q: 3 clusters Score -4608640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -4608681.500000 Penalty: 3707.891602
	Iteration 42Q: 3 clusters Score -4608682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -4608720.000000 Penalty: 3707.891602
	Iteration 43Q: 3 clusters Score -4608720 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -4608746.000000 Penalty: 3707.891602
	Iteration 44Q: 3 clusters Score -4608746 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -4608781.500000 Penalty: 3707.891602
	Iteration 45Q: 3 clusters Score -4608782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -4608819.000000 Penalty: 3707.891602
	Iteration 46Q: 3 clusters Score -4608819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -4608851.500000 Penalty: 3707.891602
	Iteration 47Q: 3 clusters Score -4608852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -4608880.500000 Penalty: 3707.891602
	Iteration 48Q: 3 clusters Score -4608880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -4608904.000000 Penalty: 3707.891602
	Iteration 49Q: 3 clusters Score -4608904 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -4608933.000000 Penalty: 3707.891602
	Iteration 50Q: 3 clusters Score -4608933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -4608944.500000 Penalty: 3707.891602
	Iteration 51Q: 3 clusters Score -4608944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -4608958.000000 Penalty: 3707.891602
	Iteration 52Q: 3 clusters Score -4608958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -4608973.000000 Penalty: 3707.891602
	Iteration 53Q: 3 clusters Score -4608973 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -4609000.000000 Penalty: 3707.891602
	Iteration 54Q: 3 clusters Score -4609000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -4609022.000000 Penalty: 3707.891602
	Iteration 55Q: 3 clusters Score -4609022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -4609035.000000 Penalty: 3707.891602
	Iteration 56Q: 3 clusters Score -4609035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -4609048.500000 Penalty: 3707.891602
	Iteration 57Q: 3 clusters Score -4609048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -4609063.000000 Penalty: 3707.891602
	Iteration 58Q: 3 clusters Score -4609063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -4609072.000000 Penalty: 3707.891602
	Iteration 59Q: 3 clusters Score -4609072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -4609079.000000 Penalty: 3707.891602
	Iteration 60F: 3 clusters Score -4609079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -4609086.000000 Penalty: 3707.891602
	Iteration 61Q: 3 clusters Score -4609086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -4609098.000000 Penalty: 3707.891602
	Iteration 62Q: 3 clusters Score -4609098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -4609097.500000 Penalty: 3707.891602
	Iteration 63Q: 3 clusters Score -4609098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -4609098.000000 Penalty: 3707.891602
	Iteration 64Q: 3 clusters Score -4609098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -4609099.000000 Penalty: 3707.891602
	Iteration 65Q: 3 clusters Score -4609099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -4609097.500000 Penalty: 3707.891602
	Iteration 66Q: 3 clusters Score -4609098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -4609113.000000 Penalty: 3707.891602
	Iteration 67Q: 3 clusters Score -4609113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -4609117.000000 Penalty: 3707.891602
	Iteration 68Q: 3 clusters Score -4609117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -4609111.000000 Penalty: 3707.891602
	Iteration 69Q: 3 clusters Score -4609111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -4609118.000000 Penalty: 3707.891602
	Iteration 70Q: 3 clusters Score -4609118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -4609118.500000 Penalty: 3707.891602
	Iteration 71Q: 3 clusters Score -4609118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -4609129.000000 Penalty: 3707.891602
	Iteration 72Q: 3 clusters Score -4609129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -4609125.500000 Penalty: 3707.891602
	Iteration 73Q: 3 clusters Score -4609126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -4609130.500000 Penalty: 3707.891602
	Iteration 74Q: 3 clusters Score -4609130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -4609133.500000 Penalty: 3707.891602
	Iteration 75Q: 3 clusters Score -4609134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -4609133.500000 Penalty: 3707.891602
	Iteration 76Q: 3 clusters Score -4609134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -4609134.000000 Penalty: 3707.891602
	Iteration 77Q: 3 clusters Score -4609134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -4609136.000000 Penalty: 3707.891602
	Iteration 78Q: 3 clusters Score -4609136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -4609139.500000 Penalty: 3707.891602
	Iteration 79Q: 3 clusters Score -4609140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -4609140.500000 Penalty: 3707.891602
	Iteration 80F: 3 clusters Score -4609140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -4609149.500000 Penalty: 3707.891602
	Iteration 81Q: 3 clusters Score -4609150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -4609153.500000 Penalty: 3707.891602
	Iteration 82Q: 3 clusters Score -4609154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -4609155.500000 Penalty: 3707.891602
	Iteration 83Q: 3 clusters Score -4609156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 88227 members 
Entering Unmasked Estep 
Score: -4609151.500000 Penalty: 3707.891602
	Iteration 84Q: 3 clusters Score -4609152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -4609152.500000 Penalty: 3707.891602
	Iteration 85Q: 3 clusters Score -4609152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -4609151.000000 Penalty: 3707.891602
	Iteration 86Q: 3 clusters Score -4609151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -4609150.000000 Penalty: 3707.891602
	Iteration 87Q: 3 clusters Score -4609150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -4609154.000000 Penalty: 3707.891602
	Iteration 88Q: 3 clusters Score -4609154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -4609157.500000 Penalty: 3707.891602
	Iteration 89Q: 3 clusters Score -4609158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -4609160.500000 Penalty: 3707.891602
	Iteration 90Q: 3 clusters Score -4609160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -4609162.500000 Penalty: 3707.891602
	Iteration 91Q: 3 clusters Score -4609162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -4609164.500000 Penalty: 3707.891602
	Iteration 92Q: 3 clusters Score -4609164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -4609170.000000 Penalty: 3707.891602
	Iteration 93Q: 3 clusters Score -4609170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -4609169.000000 Penalty: 3707.891602
	Iteration 94Q: 3 clusters Score -4609169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -4609166.500000 Penalty: 3707.891602
	Iteration 95Q: 3 clusters Score -4609166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -4609171.500000 Penalty: 3707.891602
	Iteration 96Q: 3 clusters Score -4609172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -4609167.000000 Penalty: 3707.891602
	Iteration 97Q: 3 clusters Score -4609167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -4609168.500000 Penalty: 3707.891602
	Iteration 98Q: 3 clusters Score -4609168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -4609169.500000 Penalty: 3707.891602
	Iteration 99Q: 3 clusters Score -4609170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -4609171.500000 Penalty: 3707.891602
	Iteration 100F: 3 clusters Score -4609172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -4609172.500000 Penalty: 3707.891602
	Iteration 101Q: 3 clusters Score -4609172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -4609168.500000 Penalty: 3707.891602
	Iteration 102Q: 3 clusters Score -4609168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -4609178.000000 Penalty: 3707.891602
	Iteration 103Q: 3 clusters Score -4609178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -4609175.000000 Penalty: 3707.891602
	Iteration 104Q: 3 clusters Score -4609175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -4609185.000000 Penalty: 3707.891602
	Iteration 105Q: 3 clusters Score -4609185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -4609187.500000 Penalty: 3707.891602
	Iteration 106Q: 3 clusters Score -4609188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -4609183.500000 Penalty: 3707.891602
	Iteration 107Q: 3 clusters Score -4609184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -4609188.500000 Penalty: 3707.891602
	Iteration 108Q: 3 clusters Score -4609188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -4609188.000000 Penalty: 3707.891602
	Iteration 109Q: 3 clusters Score -4609188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -4609189.000000 Penalty: 3707.891602
	Iteration 110Q: 3 clusters Score -4609189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -4609188.000000 Penalty: 3707.891602
	Iteration 111Q: 3 clusters Score -4609188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -4609192.000000 Penalty: 3707.891602
	Iteration 112Q: 3 clusters Score -4609192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -4609193.000000 Penalty: 3707.891602
	Iteration 113Q: 3 clusters Score -4609193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -4609188.000000 Penalty: 3707.891602
	Iteration 114Q: 3 clusters Score -4609188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -4609188.500000 Penalty: 3707.891602
	Iteration 115Q: 3 clusters Score -4609188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -4609192.000000 Penalty: 3707.891602
	Iteration 116Q: 3 clusters Score -4609192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -4609190.000000 Penalty: 3707.891602
	Iteration 117Q: 3 clusters Score -4609190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -4609192.500000 Penalty: 3707.891602
	Iteration 118Q: 3 clusters Score -4609192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -4609194.500000 Penalty: 3707.891602
	Iteration 119Q: 3 clusters Score -4609194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -4609190.500000 Penalty: 3707.891602
	Iteration 120F: 3 clusters Score -4609190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -4609193.500000 Penalty: 3707.891602
	Iteration 121Q: 3 clusters Score -4609194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -4609191.500000 Penalty: 3707.891602
	Iteration 122Q: 3 clusters Score -4609192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -4609191.500000 Penalty: 3707.891602
	Iteration 123Q: 3 clusters Score -4609192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -4609193.500000 Penalty: 3707.891602
	Iteration 124Q: 3 clusters Score -4609194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -4609194.000000 Penalty: 3707.891602
	Iteration 125Q: 3 clusters Score -4609194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -4609194.000000 Penalty: 3707.891602
	Iteration 126F: 3 clusters Score -4609194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Entering Unmasked Estep 
Score: -3483123.000000 Penalty: 1804.975220
	Iteration 0F: 2 clusters Score -3483123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -3438531.750000 Penalty: 3609.950439
	Iteration 0F: 3 clusters Score -3438532 nChanged 31423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -3456518.750000 Penalty: 3609.950439
	Iteration 1F: 3 clusters Score -3456519 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -3457248.500000 Penalty: 3609.950439
	Iteration 2Q: 3 clusters Score -3457248 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -3458191.750000 Penalty: 3609.950439
	Iteration 3Q: 3 clusters Score -3458192 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -3459342.500000 Penalty: 3609.950439
	Iteration 4Q: 3 clusters Score -3459342 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -3460996.750000 Penalty: 3609.950439
	Iteration 5Q: 3 clusters Score -3460997 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -3463314.250000 Penalty: 3609.950439
	Iteration 6F: 3 clusters Score -3463314 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -3466482.000000 Penalty: 3609.950439
	Iteration 7F: 3 clusters Score -3466482 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -3470042.750000 Penalty: 3609.950439
	Iteration 8F: 3 clusters Score -3470043 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -3473442.250000 Penalty: 3609.950439
	Iteration 9F: 3 clusters Score -3473442 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -3476214.500000 Penalty: 3609.950439
	Iteration 10F: 3 clusters Score -3476214 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -3478328.500000 Penalty: 3609.950439
	Iteration 11Q: 3 clusters Score -3478328 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -3479777.500000 Penalty: 3609.950439
	Iteration 12Q: 3 clusters Score -3479778 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -3480577.250000 Penalty: 3609.950439
	Iteration 13Q: 3 clusters Score -3480577 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -3481017.250000 Penalty: 3609.950439
	Iteration 14Q: 3 clusters Score -3481017 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -3481229.500000 Penalty: 3609.950439
	Iteration 15Q: 3 clusters Score -3481230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -3481354.000000 Penalty: 3609.950439
	Iteration 16Q: 3 clusters Score -3481354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -3481423.000000 Penalty: 3609.950439
	Iteration 17Q: 3 clusters Score -3481423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -3481478.000000 Penalty: 3609.950439
	Iteration 18Q: 3 clusters Score -3481478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -3481502.500000 Penalty: 3609.950439
	Iteration 19Q: 3 clusters Score -3481502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -3481524.500000 Penalty: 3609.950439
	Iteration 20F: 3 clusters Score -3481524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -3481545.500000 Penalty: 3609.950439
	Iteration 21Q: 3 clusters Score -3481546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -3481556.250000 Penalty: 3609.950439
	Iteration 22Q: 3 clusters Score -3481556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -3481564.000000 Penalty: 3609.950439
	Iteration 23Q: 3 clusters Score -3481564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -3481569.750000 Penalty: 3609.950439
	Iteration 24Q: 3 clusters Score -3481570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -3481569.500000 Penalty: 3609.950439
	Iteration 25Q: 3 clusters Score -3481570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -3481571.000000 Penalty: 3609.950439
	Iteration 26Q: 3 clusters Score -3481571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -3481569.000000 Penalty: 3609.950439
	Iteration 27Q: 3 clusters Score -3481569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -3481572.250000 Penalty: 3609.950439
	Iteration 28Q: 3 clusters Score -3481572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -3481576.000000 Penalty: 3609.950439
	Iteration 29Q: 3 clusters Score -3481576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -3481575.000000 Penalty: 3609.950439
	Iteration 30Q: 3 clusters Score -3481575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -3481575.000000 Penalty: 3609.950439
	Iteration 31F: 3 clusters Score -3481575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -240986.937500 Penalty: 1371.831299
	Iteration 0F: 2 clusters Score -240986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -237252.000000 Penalty: 2743.662598
	Iteration 0F: 3 clusters Score -237252 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -238234.984375 Penalty: 2743.662598
	Iteration 1F: 3 clusters Score -238235 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -238421.500000 Penalty: 2743.662598
	Iteration 2F: 3 clusters Score -238421.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -238554.203125 Penalty: 2743.662598
	Iteration 3F: 3 clusters Score -238554.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -238666.046875 Penalty: 2743.662598
	Iteration 4Q: 3 clusters Score -238666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -238777.671875 Penalty: 2743.662598
	Iteration 5Q: 3 clusters Score -238777.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -238874.250000 Penalty: 2743.662598
	Iteration 6Q: 3 clusters Score -238874.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -238954.281250 Penalty: 2743.662598
	Iteration 7Q: 3 clusters Score -238954.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -239043.890625 Penalty: 2743.662598
	Iteration 8Q: 3 clusters Score -239043.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -239153.312500 Penalty: 2743.662598
	Iteration 9Q: 3 clusters Score -239153.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -239256.421875 Penalty: 2743.662598
	Iteration 10Q: 3 clusters Score -239256.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -239361.703125 Penalty: 2743.662598
	Iteration 11Q: 3 clusters Score -239361.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -239456.328125 Penalty: 2743.662598
	Iteration 12Q: 3 clusters Score -239456.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -239536.718750 Penalty: 2743.662598
	Iteration 13Q: 3 clusters Score -239536.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -239602.015625 Penalty: 2743.662598
	Iteration 14Q: 3 clusters Score -239602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -239649.562500 Penalty: 2743.662598
	Iteration 15Q: 3 clusters Score -239649.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -239682.828125 Penalty: 2743.662598
	Iteration 16Q: 3 clusters Score -239682.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -239710.796875 Penalty: 2743.662598
	Iteration 17Q: 3 clusters Score -239710.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -239730.109375 Penalty: 2743.662598
	Iteration 18Q: 3 clusters Score -239730.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -239747.734375 Penalty: 2743.662598
	Iteration 19Q: 3 clusters Score -239747.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -239765.296875 Penalty: 2743.662598
	Iteration 20F: 3 clusters Score -239765.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -239777.203125 Penalty: 2743.662598
	Iteration 21Q: 3 clusters Score -239777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -239788.187500 Penalty: 2743.662598
	Iteration 22Q: 3 clusters Score -239788.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -239800.890625 Penalty: 2743.662598
	Iteration 23Q: 3 clusters Score -239800.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -239812.593750 Penalty: 2743.662598
	Iteration 24Q: 3 clusters Score -239812.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -239818.562500 Penalty: 2743.662598
	Iteration 25Q: 3 clusters Score -239818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -239823.406250 Penalty: 2743.662598
	Iteration 26Q: 3 clusters Score -239823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -239827.656250 Penalty: 2743.662598
	Iteration 27Q: 3 clusters Score -239827.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -239830.671875 Penalty: 2743.662598
	Iteration 28Q: 3 clusters Score -239830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -239832.656250 Penalty: 2743.662598
	Iteration 29Q: 3 clusters Score -239832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -239833.890625 Penalty: 2743.662598
	Iteration 30Q: 3 clusters Score -239833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -239834.625000 Penalty: 2743.662598
	Iteration 31Q: 3 clusters Score -239834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -239835.234375 Penalty: 2743.662598
	Iteration 32Q: 3 clusters Score -239835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -239835.687500 Penalty: 2743.662598
	Iteration 33Q: 3 clusters Score -239835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -239836.921875 Penalty: 2743.662598
	Iteration 34Q: 3 clusters Score -239836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -239838.531250 Penalty: 2743.662598
	Iteration 35Q: 3 clusters Score -239838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -239838.937500 Penalty: 2743.662598
	Iteration 36Q: 3 clusters Score -239838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -239838.484375 Penalty: 2743.662598
	Iteration 37Q: 3 clusters Score -239838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -239839.359375 Penalty: 2743.662598
	Iteration 38Q: 3 clusters Score -239839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -239839.359375 Penalty: 2743.662598
	Iteration 39F: 3 clusters Score -239839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Entering Unmasked Estep 
Score: -1028291.437500 Penalty: 1603.746094
	Iteration 0F: 2 clusters Score -1028291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1015069.687500 Penalty: 3207.492188
	Iteration 0F: 3 clusters Score -1015070 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1019787.062500 Penalty: 3207.492188
	Iteration 1F: 3 clusters Score -1019787 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1020063.500000 Penalty: 3207.492188
	Iteration 2Q: 3 clusters Score -1020064 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1020359.187500 Penalty: 3207.492188
	Iteration 3Q: 3 clusters Score -1020359 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1020720.812500 Penalty: 3207.492188
	Iteration 4Q: 3 clusters Score -1020721 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1021265.312500 Penalty: 3207.492188
	Iteration 5F: 3 clusters Score -1021265 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1022120.687500 Penalty: 3207.492188
	Iteration 6F: 3 clusters Score -1022121 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1023303.187500 Penalty: 3207.492188
	Iteration 7F: 3 clusters Score -1023303 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1024688.750000 Penalty: 3207.492188
	Iteration 8F: 3 clusters Score -1024689 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1025843.875000 Penalty: 3207.492188
	Iteration 9F: 3 clusters Score -1025844 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1026430.187500 Penalty: 3207.492188
	Iteration 10Q: 3 clusters Score -1026430 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1026702.625000 Penalty: 3207.492188
	Iteration 11Q: 3 clusters Score -1026703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1026802.187500 Penalty: 3207.492188
	Iteration 12Q: 3 clusters Score -1026802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1026846.062500 Penalty: 3207.492188
	Iteration 13Q: 3 clusters Score -1026846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1026861.750000 Penalty: 3207.492188
	Iteration 14Q: 3 clusters Score -1026862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1026867.750000 Penalty: 3207.492188
	Iteration 15Q: 3 clusters Score -1026868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1026869.937500 Penalty: 3207.492188
	Iteration 16Q: 3 clusters Score -1026870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1026871.250000 Penalty: 3207.492188
	Iteration 17Q: 3 clusters Score -1026871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1026873.062500 Penalty: 3207.492188
	Iteration 18Q: 3 clusters Score -1026873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1026874.375000 Penalty: 3207.492188
	Iteration 19Q: 3 clusters Score -1026874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1026876.000000 Penalty: 3207.492188
	Iteration 20F: 3 clusters Score -1026876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1026880.312500 Penalty: 3207.492188
	Iteration 21Q: 3 clusters Score -1026880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1026884.750000 Penalty: 3207.492188
	Iteration 22Q: 3 clusters Score -1026885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1026884.750000 Penalty: 3207.492188
	Iteration 23F: 3 clusters Score -1026885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -577077.875000 Penalty: 1513.697388
	Iteration 0F: 2 clusters Score -577077.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -569173.937500 Penalty: 3027.394775
	Iteration 0F: 3 clusters Score -569173.9 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -571738.062500 Penalty: 3027.394775
	Iteration 1F: 3 clusters Score -571738.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -571990.875000 Penalty: 3027.394775
	Iteration 2F: 3 clusters Score -571990.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -572175.562500 Penalty: 3027.394775
	Iteration 3Q: 3 clusters Score -572175.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -572313.062500 Penalty: 3027.394775
	Iteration 4Q: 3 clusters Score -572313.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -572422.812500 Penalty: 3027.394775
	Iteration 5Q: 3 clusters Score -572422.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -572500.000000 Penalty: 3027.394775
	Iteration 6Q: 3 clusters Score -572500 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -572573.875000 Penalty: 3027.394775
	Iteration 7Q: 3 clusters Score -572573.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -572632.625000 Penalty: 3027.394775
	Iteration 8Q: 3 clusters Score -572632.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -572679.250000 Penalty: 3027.394775
	Iteration 9Q: 3 clusters Score -572679.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -572744.437500 Penalty: 3027.394775
	Iteration 10Q: 3 clusters Score -572744.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -572811.062500 Penalty: 3027.394775
	Iteration 11Q: 3 clusters Score -572811.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -572884.687500 Penalty: 3027.394775
	Iteration 12Q: 3 clusters Score -572884.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -572971.875000 Penalty: 3027.394775
	Iteration 13Q: 3 clusters Score -572971.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -573082.437500 Penalty: 3027.394775
	Iteration 14Q: 3 clusters Score -573082.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -573218.875000 Penalty: 3027.394775
	Iteration 15Q: 3 clusters Score -573218.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -573357.937500 Penalty: 3027.394775
	Iteration 16Q: 3 clusters Score -573357.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -573543.937500 Penalty: 3027.394775
	Iteration 17Q: 3 clusters Score -573543.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -573787.437500 Penalty: 3027.394775
	Iteration 18Q: 3 clusters Score -573787.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -574063.062500 Penalty: 3027.394775
	Iteration 19Q: 3 clusters Score -574063.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -574306.937500 Penalty: 3027.394775
	Iteration 20F: 3 clusters Score -574306.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -574535.750000 Penalty: 3027.394775
	Iteration 21Q: 3 clusters Score -574535.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -574762.375000 Penalty: 3027.394775
	Iteration 22Q: 3 clusters Score -574762.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -574977.687500 Penalty: 3027.394775
	Iteration 23Q: 3 clusters Score -574977.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -575163.187500 Penalty: 3027.394775
	Iteration 24Q: 3 clusters Score -575163.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -575327.375000 Penalty: 3027.394775
	Iteration 25Q: 3 clusters Score -575327.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -575448.375000 Penalty: 3027.394775
	Iteration 26Q: 3 clusters Score -575448.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -575523.812500 Penalty: 3027.394775
	Iteration 27Q: 3 clusters Score -575523.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -575596.312500 Penalty: 3027.394775
	Iteration 28Q: 3 clusters Score -575596.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -575665.312500 Penalty: 3027.394775
	Iteration 29Q: 3 clusters Score -575665.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -575699.187500 Penalty: 3027.394775
	Iteration 30Q: 3 clusters Score -575699.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -575717.812500 Penalty: 3027.394775
	Iteration 31Q: 3 clusters Score -575717.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -575731.812500 Penalty: 3027.394775
	Iteration 32Q: 3 clusters Score -575731.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -575749.875000 Penalty: 3027.394775
	Iteration 33Q: 3 clusters Score -575749.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -575761.750000 Penalty: 3027.394775
	Iteration 34Q: 3 clusters Score -575761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -575766.375000 Penalty: 3027.394775
	Iteration 35Q: 3 clusters Score -575766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -575770.812500 Penalty: 3027.394775
	Iteration 36Q: 3 clusters Score -575770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -575775.437500 Penalty: 3027.394775
	Iteration 37Q: 3 clusters Score -575775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -575777.187500 Penalty: 3027.394775
	Iteration 38Q: 3 clusters Score -575777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -575778.375000 Penalty: 3027.394775
	Iteration 39Q: 3 clusters Score -575778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -575778.562500 Penalty: 3027.394775
	Iteration 40F: 3 clusters Score -575778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -212086.687500 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -212086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -208290.296875 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -208290.3 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -209333.453125 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -209333.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -209498.765625 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -209498.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -209638.812500 Penalty: 2749.358398
	Iteration 3Q: 3 clusters Score -209638.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -209747.546875 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -209747.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -209836.687500 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -209836.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -209936.546875 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -209936.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -210060.203125 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -210060.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -210201.406250 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -210201.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -210338.656250 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -210338.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -210478.484375 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -210478.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -210660.234375 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -210660.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -210822.968750 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -210823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -210943.984375 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -210944 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -211037.515625 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -211037.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -211108.328125 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -211108.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -211151.859375 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -211151.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -211183.796875 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -211183.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -211209.921875 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -211209.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -211248.031250 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -211248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -211284.390625 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -211284.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -211303.328125 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -211303.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -211311.921875 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -211311.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -211321.203125 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -211321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -211329.171875 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -211329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -211335.171875 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -211335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -211339.078125 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -211339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -211342.578125 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -211342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -211345.343750 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -211345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -211350.093750 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -211350.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -211355.328125 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -211355.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -211359.484375 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -211359.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -211362.796875 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -211362.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -211365.421875 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -211365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -211366.765625 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -211366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -211368.500000 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -211368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -211369.875000 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -211369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -211371.109375 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -211371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -211371.593750 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -211371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -211372.125000 Penalty: 2749.358398
	Iteration 39Q: 3 clusters Score -211372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -211371.875000 Penalty: 2749.358398
	Iteration 40F: 3 clusters Score -211371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -211372.781250 Penalty: 2749.358398
	Iteration 41Q: 3 clusters Score -211372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -211373.156250 Penalty: 2749.358398
	Iteration 42Q: 3 clusters Score -211373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -211374.296875 Penalty: 2749.358398
	Iteration 43Q: 3 clusters Score -211374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -211375.406250 Penalty: 2749.358398
	Iteration 44Q: 3 clusters Score -211375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -211376.250000 Penalty: 2749.358398
	Iteration 45Q: 3 clusters Score -211376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -211377.468750 Penalty: 2749.358398
	Iteration 46Q: 3 clusters Score -211377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -211377.078125 Penalty: 2749.358398
	Iteration 47Q: 3 clusters Score -211377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -211377.515625 Penalty: 2749.358398
	Iteration 48Q: 3 clusters Score -211377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -211377.515625 Penalty: 2749.358398
	Iteration 49Q: 3 clusters Score -211377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -211377.515625 Penalty: 2749.358398
	Iteration 50F: 3 clusters Score -211377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Entering Unmasked Estep 
Score: -388399.156250 Penalty: 1458.272461
	Iteration 0F: 2 clusters Score -388399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -382563.656250 Penalty: 2916.544922
	Iteration 0F: 3 clusters Score -382563.7 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -384472.625000 Penalty: 2916.544922
	Iteration 1F: 3 clusters Score -384472.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -384783.468750 Penalty: 2916.544922
	Iteration 2F: 3 clusters Score -384783.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -385102.000000 Penalty: 2916.544922
	Iteration 3F: 3 clusters Score -385102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -385413.468750 Penalty: 2916.544922
	Iteration 4F: 3 clusters Score -385413.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -385770.281250 Penalty: 2916.544922
	Iteration 5F: 3 clusters Score -385770.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -386102.218750 Penalty: 2916.544922
	Iteration 6F: 3 clusters Score -386102.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -386440.156250 Penalty: 2916.544922
	Iteration 7F: 3 clusters Score -386440.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -386758.593750 Penalty: 2916.544922
	Iteration 8F: 3 clusters Score -386758.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -387058.812500 Penalty: 2916.544922
	Iteration 9F: 3 clusters Score -387058.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -387250.375000 Penalty: 2916.544922
	Iteration 10Q: 3 clusters Score -387250.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -387357.312500 Penalty: 2916.544922
	Iteration 11Q: 3 clusters Score -387357.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -387427.468750 Penalty: 2916.544922
	Iteration 12Q: 3 clusters Score -387427.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -387474.718750 Penalty: 2916.544922
	Iteration 13Q: 3 clusters Score -387474.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -387504.437500 Penalty: 2916.544922
	Iteration 14Q: 3 clusters Score -387504.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -387526.718750 Penalty: 2916.544922
	Iteration 15Q: 3 clusters Score -387526.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -387542.718750 Penalty: 2916.544922
	Iteration 16Q: 3 clusters Score -387542.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -387558.500000 Penalty: 2916.544922
	Iteration 17Q: 3 clusters Score -387558.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -387573.593750 Penalty: 2916.544922
	Iteration 18Q: 3 clusters Score -387573.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -387588.625000 Penalty: 2916.544922
	Iteration 19Q: 3 clusters Score -387588.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -387602.468750 Penalty: 2916.544922
	Iteration 20F: 3 clusters Score -387602.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -387617.125000 Penalty: 2916.544922
	Iteration 21Q: 3 clusters Score -387617.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -387631.625000 Penalty: 2916.544922
	Iteration 22Q: 3 clusters Score -387631.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -387644.687500 Penalty: 2916.544922
	Iteration 23Q: 3 clusters Score -387644.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -387652.937500 Penalty: 2916.544922
	Iteration 24Q: 3 clusters Score -387652.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -387663.375000 Penalty: 2916.544922
	Iteration 25Q: 3 clusters Score -387663.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -387671.718750 Penalty: 2916.544922
	Iteration 26Q: 3 clusters Score -387671.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -387679.656250 Penalty: 2916.544922
	Iteration 27Q: 3 clusters Score -387679.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -387690.125000 Penalty: 2916.544922
	Iteration 28Q: 3 clusters Score -387690.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -387697.031250 Penalty: 2916.544922
	Iteration 29Q: 3 clusters Score -387697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -387705.031250 Penalty: 2916.544922
	Iteration 30Q: 3 clusters Score -387705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -387712.437500 Penalty: 2916.544922
	Iteration 31Q: 3 clusters Score -387712.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -387720.531250 Penalty: 2916.544922
	Iteration 32Q: 3 clusters Score -387720.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -387730.843750 Penalty: 2916.544922
	Iteration 33Q: 3 clusters Score -387730.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -387741.937500 Penalty: 2916.544922
	Iteration 34Q: 3 clusters Score -387741.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -387756.500000 Penalty: 2916.544922
	Iteration 35Q: 3 clusters Score -387756.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -387768.500000 Penalty: 2916.544922
	Iteration 36Q: 3 clusters Score -387768.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -387779.718750 Penalty: 2916.544922
	Iteration 37Q: 3 clusters Score -387779.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -387785.687500 Penalty: 2916.544922
	Iteration 38Q: 3 clusters Score -387785.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -387792.250000 Penalty: 2916.544922
	Iteration 39Q: 3 clusters Score -387792.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -387799.031250 Penalty: 2916.544922
	Iteration 40F: 3 clusters Score -387799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -387805.843750 Penalty: 2916.544922
	Iteration 41Q: 3 clusters Score -387805.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -387816.656250 Penalty: 2916.544922
	Iteration 42Q: 3 clusters Score -387816.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -387831.375000 Penalty: 2916.544922
	Iteration 43Q: 3 clusters Score -387831.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -387844.906250 Penalty: 2916.544922
	Iteration 44Q: 3 clusters Score -387844.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -387863.625000 Penalty: 2916.544922
	Iteration 45Q: 3 clusters Score -387863.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -387891.906250 Penalty: 2916.544922
	Iteration 46Q: 3 clusters Score -387891.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -387930.406250 Penalty: 2916.544922
	Iteration 47Q: 3 clusters Score -387930.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -387960.781250 Penalty: 2916.544922
	Iteration 48Q: 3 clusters Score -387960.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -387969.875000 Penalty: 2916.544922
	Iteration 49Q: 3 clusters Score -387969.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -387977.093750 Penalty: 2916.544922
	Iteration 50Q: 3 clusters Score -387977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -387981.281250 Penalty: 2916.544922
	Iteration 51Q: 3 clusters Score -387981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -387984.968750 Penalty: 2916.544922
	Iteration 52Q: 3 clusters Score -387985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -387991.968750 Penalty: 2916.544922
	Iteration 53Q: 3 clusters Score -387992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -387998.718750 Penalty: 2916.544922
	Iteration 54Q: 3 clusters Score -387998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -388002.093750 Penalty: 2916.544922
	Iteration 55Q: 3 clusters Score -388002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -388004.250000 Penalty: 2916.544922
	Iteration 56Q: 3 clusters Score -388004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -388007.250000 Penalty: 2916.544922
	Iteration 57Q: 3 clusters Score -388007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -388007.718750 Penalty: 2916.544922
	Iteration 58Q: 3 clusters Score -388007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -388008.906250 Penalty: 2916.544922
	Iteration 59Q: 3 clusters Score -388008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -388008.687500 Penalty: 2916.544922
	Iteration 60F: 3 clusters Score -388008.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Entering Unmasked Estep 
Score: -1055106.250000 Penalty: 1607.773804
	Iteration 0F: 2 clusters Score -1055106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1041516.125000 Penalty: 3215.547607
	Iteration 0F: 3 clusters Score -1041516 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1046427.250000 Penalty: 3215.547607
	Iteration 1F: 3 clusters Score -1046427 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1046757.500000 Penalty: 3215.547607
	Iteration 2Q: 3 clusters Score -1046758 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1047083.250000 Penalty: 3215.547607
	Iteration 3Q: 3 clusters Score -1047083 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1047465.875000 Penalty: 3215.547607
	Iteration 4Q: 3 clusters Score -1047466 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1047965.812500 Penalty: 3215.547607
	Iteration 5Q: 3 clusters Score -1047966 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1048688.250000 Penalty: 3215.547607
	Iteration 6F: 3 clusters Score -1048688 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1049624.125000 Penalty: 3215.547607
	Iteration 7F: 3 clusters Score -1049624 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1050635.375000 Penalty: 3215.547607
	Iteration 8F: 3 clusters Score -1050635 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1051546.125000 Penalty: 3215.547607
	Iteration 9F: 3 clusters Score -1051546 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1052283.875000 Penalty: 3215.547607
	Iteration 10Q: 3 clusters Score -1052284 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1052840.625000 Penalty: 3215.547607
	Iteration 11Q: 3 clusters Score -1052841 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1053204.375000 Penalty: 3215.547607
	Iteration 12Q: 3 clusters Score -1053204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1053403.875000 Penalty: 3215.547607
	Iteration 13Q: 3 clusters Score -1053404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1053513.250000 Penalty: 3215.547607
	Iteration 14Q: 3 clusters Score -1053513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1053574.625000 Penalty: 3215.547607
	Iteration 15Q: 3 clusters Score -1053575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1053617.625000 Penalty: 3215.547607
	Iteration 16Q: 3 clusters Score -1053618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1053652.125000 Penalty: 3215.547607
	Iteration 17Q: 3 clusters Score -1053652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1053668.125000 Penalty: 3215.547607
	Iteration 18Q: 3 clusters Score -1053668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1053686.000000 Penalty: 3215.547607
	Iteration 19Q: 3 clusters Score -1053686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1053699.375000 Penalty: 3215.547607
	Iteration 20F: 3 clusters Score -1053699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1053710.875000 Penalty: 3215.547607
	Iteration 21Q: 3 clusters Score -1053711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1053715.375000 Penalty: 3215.547607
	Iteration 22Q: 3 clusters Score -1053715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1053717.625000 Penalty: 3215.547607
	Iteration 23Q: 3 clusters Score -1053718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1053724.375000 Penalty: 3215.547607
	Iteration 24Q: 3 clusters Score -1053724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1053724.375000 Penalty: 3215.547607
	Iteration 25Q: 3 clusters Score -1053724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1053724.375000 Penalty: 3215.547607
	Iteration 26F: 3 clusters Score -1053724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Entering Unmasked Estep 
Score: -910909.125000 Penalty: 1586.209717
	Iteration 0F: 2 clusters Score -910909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -898900.875000 Penalty: 3172.419434
	Iteration 0F: 3 clusters Score -898900.9 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -903273.250000 Penalty: 3172.419434
	Iteration 1F: 3 clusters Score -903273.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -903615.437500 Penalty: 3172.419434
	Iteration 2F: 3 clusters Score -903615.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -903913.000000 Penalty: 3172.419434
	Iteration 3Q: 3 clusters Score -903913 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -904179.750000 Penalty: 3172.419434
	Iteration 4Q: 3 clusters Score -904179.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -904442.625000 Penalty: 3172.419434
	Iteration 5Q: 3 clusters Score -904442.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -904693.250000 Penalty: 3172.419434
	Iteration 6Q: 3 clusters Score -904693.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -904955.437500 Penalty: 3172.419434
	Iteration 7Q: 3 clusters Score -904955.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -905275.062500 Penalty: 3172.419434
	Iteration 8Q: 3 clusters Score -905275.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -905632.937500 Penalty: 3172.419434
	Iteration 9Q: 3 clusters Score -905632.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -906056.937500 Penalty: 3172.419434
	Iteration 10Q: 3 clusters Score -906056.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -906459.000000 Penalty: 3172.419434
	Iteration 11Q: 3 clusters Score -906459 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -906760.062500 Penalty: 3172.419434
	Iteration 12Q: 3 clusters Score -906760.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -906937.375000 Penalty: 3172.419434
	Iteration 13Q: 3 clusters Score -906937.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -907039.750000 Penalty: 3172.419434
	Iteration 14Q: 3 clusters Score -907039.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -907120.437500 Penalty: 3172.419434
	Iteration 15Q: 3 clusters Score -907120.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -907195.625000 Penalty: 3172.419434
	Iteration 16Q: 3 clusters Score -907195.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -907266.875000 Penalty: 3172.419434
	Iteration 17Q: 3 clusters Score -907266.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -907338.437500 Penalty: 3172.419434
	Iteration 18Q: 3 clusters Score -907338.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -907416.375000 Penalty: 3172.419434
	Iteration 19Q: 3 clusters Score -907416.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -907523.375000 Penalty: 3172.419434
	Iteration 20F: 3 clusters Score -907523.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -907638.000000 Penalty: 3172.419434
	Iteration 21Q: 3 clusters Score -907638 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -907765.937500 Penalty: 3172.419434
	Iteration 22Q: 3 clusters Score -907765.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -907921.000000 Penalty: 3172.419434
	Iteration 23Q: 3 clusters Score -907921 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -908099.687500 Penalty: 3172.419434
	Iteration 24Q: 3 clusters Score -908099.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -908294.812500 Penalty: 3172.419434
	Iteration 25Q: 3 clusters Score -908294.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -908504.187500 Penalty: 3172.419434
	Iteration 26Q: 3 clusters Score -908504.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -908690.937500 Penalty: 3172.419434
	Iteration 27Q: 3 clusters Score -908690.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -908862.625000 Penalty: 3172.419434
	Iteration 28Q: 3 clusters Score -908862.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -909041.562500 Penalty: 3172.419434
	Iteration 29Q: 3 clusters Score -909041.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -909205.562500 Penalty: 3172.419434
	Iteration 30Q: 3 clusters Score -909205.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -909322.812500 Penalty: 3172.419434
	Iteration 31Q: 3 clusters Score -909322.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -909403.562500 Penalty: 3172.419434
	Iteration 32Q: 3 clusters Score -909403.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -909450.750000 Penalty: 3172.419434
	Iteration 33Q: 3 clusters Score -909450.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -909479.062500 Penalty: 3172.419434
	Iteration 34Q: 3 clusters Score -909479.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -909502.312500 Penalty: 3172.419434
	Iteration 35Q: 3 clusters Score -909502.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -909516.312500 Penalty: 3172.419434
	Iteration 36Q: 3 clusters Score -909516.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -909529.312500 Penalty: 3172.419434
	Iteration 37Q: 3 clusters Score -909529.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -909545.187500 Penalty: 3172.419434
	Iteration 38Q: 3 clusters Score -909545.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -909556.375000 Penalty: 3172.419434
	Iteration 39Q: 3 clusters Score -909556.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -909568.375000 Penalty: 3172.419434
	Iteration 40F: 3 clusters Score -909568.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -909570.312500 Penalty: 3172.419434
	Iteration 41Q: 3 clusters Score -909570.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -909574.437500 Penalty: 3172.419434
	Iteration 42Q: 3 clusters Score -909574.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -909575.875000 Penalty: 3172.419434
	Iteration 43Q: 3 clusters Score -909575.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -909577.437500 Penalty: 3172.419434
	Iteration 44Q: 3 clusters Score -909577.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -909580.062500 Penalty: 3172.419434
	Iteration 45Q: 3 clusters Score -909580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -909578.812500 Penalty: 3172.419434
	Iteration 46Q: 3 clusters Score -909578.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -909585.500000 Penalty: 3172.419434
	Iteration 47Q: 3 clusters Score -909585.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -909585.250000 Penalty: 3172.419434
	Iteration 48Q: 3 clusters Score -909585.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -909587.125000 Penalty: 3172.419434
	Iteration 49Q: 3 clusters Score -909587.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -909591.062500 Penalty: 3172.419434
	Iteration 50Q: 3 clusters Score -909591.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -909593.125000 Penalty: 3172.419434
	Iteration 51Q: 3 clusters Score -909593.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -909592.750000 Penalty: 3172.419434
	Iteration 52Q: 3 clusters Score -909592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -909595.125000 Penalty: 3172.419434
	Iteration 53Q: 3 clusters Score -909595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -909599.062500 Penalty: 3172.419434
	Iteration 54Q: 3 clusters Score -909599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -909597.250000 Penalty: 3172.419434
	Iteration 55Q: 3 clusters Score -909597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -909597.250000 Penalty: 3172.419434
	Iteration 56F: 3 clusters Score -909597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -94920.992188 Penalty: 1217.664062
	Iteration 0F: 2 clusters Score -94920.99 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 900 members 
Entering Unmasked Estep 
Score: -92915.007812 Penalty: 2435.328125
	Iteration 0F: 3 clusters Score -92915.01 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93338.843750 Penalty: 2435.328125
	Iteration 1F: 3 clusters Score -93338.84 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93469.187500 Penalty: 2435.328125
	Iteration 2F: 3 clusters Score -93469.19 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93560.195312 Penalty: 2435.328125
	Iteration 3F: 3 clusters Score -93560.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -93613.265625 Penalty: 2435.328125
	Iteration 4Q: 3 clusters Score -93613.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -93649.554688 Penalty: 2435.328125
	Iteration 5Q: 3 clusters Score -93649.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93680.093750 Penalty: 2435.328125
	Iteration 6Q: 3 clusters Score -93680.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93696.328125 Penalty: 2435.328125
	Iteration 7Q: 3 clusters Score -93696.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -93711.718750 Penalty: 2435.328125
	Iteration 8Q: 3 clusters Score -93711.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -93718.742188 Penalty: 2435.328125
	Iteration 9Q: 3 clusters Score -93718.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -93725.515625 Penalty: 2435.328125
	Iteration 10Q: 3 clusters Score -93725.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -93728.367188 Penalty: 2435.328125
	Iteration 11Q: 3 clusters Score -93728.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93732.031250 Penalty: 2435.328125
	Iteration 12Q: 3 clusters Score -93732.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -93733.062500 Penalty: 2435.328125
	Iteration 13Q: 3 clusters Score -93733.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -93734.148438 Penalty: 2435.328125
	Iteration 14Q: 3 clusters Score -93734.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -93734.554688 Penalty: 2435.328125
	Iteration 15Q: 3 clusters Score -93734.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -93734.789062 Penalty: 2435.328125
	Iteration 16Q: 3 clusters Score -93734.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -93735.179688 Penalty: 2435.328125
	Iteration 17Q: 3 clusters Score -93735.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -93735.648438 Penalty: 2435.328125
	Iteration 18Q: 3 clusters Score -93735.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -93735.648438 Penalty: 2435.328125
	Iteration 19F: 3 clusters Score -93735.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40452 members 
Mstep: Class 3 contains 211300 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90120 members 
Mstep: Class 9 contains 66672 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535564.000000 Penalty: 36418.070312
Iteration 199Q: 18 clusters Score -2.653556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211300 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90120 members 
Mstep: Class 9 contains 66672 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 17 contains 17351 members 
Mstep: Class 18 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535580.000000 Penalty: 36418.070312
Iteration 200F: 18 clusters Score -2.653558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211299 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90121 members 
Mstep: Class 9 contains 66672 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 17 contains 17351 members 
Mstep: Class 18 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535592.000000 Penalty: 36418.070312
Iteration 201Q: 18 clusters Score -2.653559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40452 members 
Mstep: Class 3 contains 211297 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90123 members 
Mstep: Class 9 contains 66672 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535582.000000 Penalty: 36418.070312
Iteration 202Q: 18 clusters Score -2.653558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 211294 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90126 members 
Mstep: Class 9 contains 66671 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 17 contains 17348 members 
Mstep: Class 18 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535602.000000 Penalty: 36418.070312
Iteration 203Q: 18 clusters Score -2.65356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 211292 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90128 members 
Mstep: Class 9 contains 66669 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19827 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535598.000000 Penalty: 36418.070312
Iteration 204Q: 18 clusters Score -2.65356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 211291 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90128 members 
Mstep: Class 9 contains 66668 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19328 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535612.000000 Penalty: 36418.070312
Iteration 205Q: 18 clusters Score -2.653561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40452 members 
Mstep: Class 3 contains 211290 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90128 members 
Mstep: Class 9 contains 66669 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535592.000000 Penalty: 36418.070312
Iteration 206Q: 18 clusters Score -2.653559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211290 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90128 members 
Mstep: Class 9 contains 66671 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 17 contains 17348 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535594.000000 Penalty: 36418.070312
Iteration 207Q: 18 clusters Score -2.653559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211289 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90128 members 
Mstep: Class 9 contains 66671 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19831 members 
Mstep: Class 17 contains 17347 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535616.000000 Penalty: 36418.070312
Iteration 208Q: 18 clusters Score -2.653562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40451 members 
Mstep: Class 3 contains 211288 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90129 members 
Mstep: Class 9 contains 66671 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19834 members 
Mstep: Class 17 contains 17344 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535604.000000 Penalty: 36418.070312
Iteration 209Q: 18 clusters Score -2.65356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211288 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90130 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535600.000000 Penalty: 36418.070312
Iteration 210Q: 18 clusters Score -2.65356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211284 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90131 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 17 contains 17343 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535608.000000 Penalty: 36418.070312
Iteration 211Q: 18 clusters Score -2.653561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211281 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90132 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 17 contains 17344 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535624.000000 Penalty: 36418.070312
Iteration 212Q: 18 clusters Score -2.653562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211278 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90133 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 17 contains 17345 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535612.000000 Penalty: 36418.070312
Iteration 213Q: 18 clusters Score -2.653561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40450 members 
Mstep: Class 3 contains 211277 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90133 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19839 members 
Mstep: Class 17 contains 17345 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535600.000000 Penalty: 36418.070312
Iteration 214Q: 18 clusters Score -2.65356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40448 members 
Mstep: Class 3 contains 211277 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90134 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 17 contains 17345 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535604.000000 Penalty: 36418.070312
Iteration 215Q: 18 clusters Score -2.65356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40447 members 
Mstep: Class 3 contains 211277 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90135 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 17 contains 17345 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535618.000000 Penalty: 36418.070312
Iteration 216Q: 18 clusters Score -2.653562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40447 members 
Mstep: Class 3 contains 211277 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 90135 members 
Mstep: Class 9 contains 66673 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 17 contains 17345 members 
Mstep: Class 18 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535618.000000 Penalty: 36418.070312
Iteration 217F: 18 clusters Score -2.653562e+07 nChanged 0
Entering ConstructFrom: 
Score: -26535618.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -103263.875000 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -103263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -101129.070312 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -101129.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -101575.507812 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -101575.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -101665.906250 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -101665.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -101712.492188 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -101712.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -101753.445312 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -101753.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -101779.890625 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -101779.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101800.828125 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -101800.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -101822.421875 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -101822.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -101843.484375 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -101843.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -101864.554688 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -101864.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -101882.937500 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -101882.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -101896.414062 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -101896.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101906.664062 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -101906.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101916.828125 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -101916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101924.554688 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -101924.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -101934.039062 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -101934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101944.453125 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -101944.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101953.093750 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -101953.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101961.429688 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -101961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -101972.906250 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -101972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101984.625000 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -101984.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101996.992188 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -101997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102005.367188 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -102005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102011.101562 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -102011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102017.117188 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -102017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102024.328125 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -102024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102032.765625 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -102032.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102042.007812 Penalty: 2475.612061
	Iteration 27Q: 3 clusters Score -102042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102053.242188 Penalty: 2475.612061
	Iteration 28Q: 3 clusters Score -102053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102058.453125 Penalty: 2475.612061
	Iteration 29Q: 3 clusters Score -102058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102065.281250 Penalty: 2475.612061
	Iteration 30Q: 3 clusters Score -102065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102070.812500 Penalty: 2475.612061
	Iteration 31Q: 3 clusters Score -102070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102077.187500 Penalty: 2475.612061
	Iteration 32Q: 3 clusters Score -102077.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102085.031250 Penalty: 2475.612061
	Iteration 33Q: 3 clusters Score -102085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102093.429688 Penalty: 2475.612061
	Iteration 34Q: 3 clusters Score -102093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102099.484375 Penalty: 2475.612061
	Iteration 35Q: 3 clusters Score -102099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102103.007812 Penalty: 2475.612061
	Iteration 36Q: 3 clusters Score -102103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102108.164062 Penalty: 2475.612061
	Iteration 37Q: 3 clusters Score -102108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102111.257812 Penalty: 2475.612061
	Iteration 38Q: 3 clusters Score -102111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102112.890625 Penalty: 2475.612061
	Iteration 39Q: 3 clusters Score -102112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102115.070312 Penalty: 2475.612061
	Iteration 40F: 3 clusters Score -102115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102115.875000 Penalty: 2475.612061
	Iteration 41Q: 3 clusters Score -102115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102115.875000 Penalty: 2475.612061
	Iteration 42F: 3 clusters Score -102115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Entering Unmasked Estep 
Score: -2123786.750000 Penalty: 1723.759033
	Iteration 0F: 2 clusters Score -2123787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2096479.875000 Penalty: 3447.518066
	Iteration 0F: 3 clusters Score -2096480 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2107001.750000 Penalty: 3447.518066
	Iteration 1F: 3 clusters Score -2107002 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2107322.750000 Penalty: 3447.518066
	Iteration 2Q: 3 clusters Score -2107323 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2107584.750000 Penalty: 3447.518066
	Iteration 3Q: 3 clusters Score -2107585 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2107824.250000 Penalty: 3447.518066
	Iteration 4Q: 3 clusters Score -2107824 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2108054.250000 Penalty: 3447.518066
	Iteration 5Q: 3 clusters Score -2108054 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2108290.250000 Penalty: 3447.518066
	Iteration 6Q: 3 clusters Score -2108290 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2108541.000000 Penalty: 3447.518066
	Iteration 7Q: 3 clusters Score -2108541 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2108878.250000 Penalty: 3447.518066
	Iteration 8Q: 3 clusters Score -2108878 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2109385.250000 Penalty: 3447.518066
	Iteration 9Q: 3 clusters Score -2109385 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2110222.000000 Penalty: 3447.518066
	Iteration 10Q: 3 clusters Score -2110222 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2111496.750000 Penalty: 3447.518066
	Iteration 11Q: 3 clusters Score -2111497 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2113272.250000 Penalty: 3447.518066
	Iteration 12F: 3 clusters Score -2113272 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2114826.750000 Penalty: 3447.518066
	Iteration 13F: 3 clusters Score -2114827 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2115669.500000 Penalty: 3447.518066
	Iteration 14Q: 3 clusters Score -2115670 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2116035.750000 Penalty: 3447.518066
	Iteration 15Q: 3 clusters Score -2116036 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2116267.250000 Penalty: 3447.518066
	Iteration 16Q: 3 clusters Score -2116267 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2116447.500000 Penalty: 3447.518066
	Iteration 17Q: 3 clusters Score -2116448 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2116612.500000 Penalty: 3447.518066
	Iteration 18Q: 3 clusters Score -2116612 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2116770.250000 Penalty: 3447.518066
	Iteration 19Q: 3 clusters Score -2116770 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2116938.750000 Penalty: 3447.518066
	Iteration 20F: 3 clusters Score -2116939 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2117060.250000 Penalty: 3447.518066
	Iteration 21Q: 3 clusters Score -2117060 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2117184.250000 Penalty: 3447.518066
	Iteration 22Q: 3 clusters Score -2117184 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2117284.000000 Penalty: 3447.518066
	Iteration 23Q: 3 clusters Score -2117284 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2117411.000000 Penalty: 3447.518066
	Iteration 24Q: 3 clusters Score -2117411 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2117544.000000 Penalty: 3447.518066
	Iteration 25Q: 3 clusters Score -2117544 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2117662.750000 Penalty: 3447.518066
	Iteration 26Q: 3 clusters Score -2117663 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2117765.000000 Penalty: 3447.518066
	Iteration 27Q: 3 clusters Score -2117765 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2117858.000000 Penalty: 3447.518066
	Iteration 28Q: 3 clusters Score -2117858 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2117952.250000 Penalty: 3447.518066
	Iteration 29Q: 3 clusters Score -2117952 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2118052.750000 Penalty: 3447.518066
	Iteration 30Q: 3 clusters Score -2118053 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2118160.750000 Penalty: 3447.518066
	Iteration 31Q: 3 clusters Score -2118161 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2118308.750000 Penalty: 3447.518066
	Iteration 32Q: 3 clusters Score -2118309 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2118476.750000 Penalty: 3447.518066
	Iteration 33Q: 3 clusters Score -2118477 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2118654.500000 Penalty: 3447.518066
	Iteration 34Q: 3 clusters Score -2118654 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2118844.000000 Penalty: 3447.518066
	Iteration 35Q: 3 clusters Score -2118844 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2119033.250000 Penalty: 3447.518066
	Iteration 36Q: 3 clusters Score -2119033 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2119185.750000 Penalty: 3447.518066
	Iteration 37Q: 3 clusters Score -2119186 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2119337.250000 Penalty: 3447.518066
	Iteration 38Q: 3 clusters Score -2119337 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2119484.000000 Penalty: 3447.518066
	Iteration 39Q: 3 clusters Score -2119484 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2119652.000000 Penalty: 3447.518066
	Iteration 40F: 3 clusters Score -2119652 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2119812.750000 Penalty: 3447.518066
	Iteration 41Q: 3 clusters Score -2119813 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2119995.000000 Penalty: 3447.518066
	Iteration 42Q: 3 clusters Score -2119995 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2120169.250000 Penalty: 3447.518066
	Iteration 43Q: 3 clusters Score -2120169 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2120327.250000 Penalty: 3447.518066
	Iteration 44Q: 3 clusters Score -2120327 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2120483.750000 Penalty: 3447.518066
	Iteration 45Q: 3 clusters Score -2120484 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2120656.500000 Penalty: 3447.518066
	Iteration 46Q: 3 clusters Score -2120656 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2120819.500000 Penalty: 3447.518066
	Iteration 47Q: 3 clusters Score -2120820 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2121000.750000 Penalty: 3447.518066
	Iteration 48Q: 3 clusters Score -2121001 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2121123.250000 Penalty: 3447.518066
	Iteration 49Q: 3 clusters Score -2121123 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2121231.000000 Penalty: 3447.518066
	Iteration 50Q: 3 clusters Score -2121231 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2121351.000000 Penalty: 3447.518066
	Iteration 51Q: 3 clusters Score -2121351 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2121447.250000 Penalty: 3447.518066
	Iteration 52Q: 3 clusters Score -2121447 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2121540.000000 Penalty: 3447.518066
	Iteration 53Q: 3 clusters Score -2121540 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2121625.250000 Penalty: 3447.518066
	Iteration 54Q: 3 clusters Score -2121625 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2121693.500000 Penalty: 3447.518066
	Iteration 55Q: 3 clusters Score -2121694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2121748.250000 Penalty: 3447.518066
	Iteration 56Q: 3 clusters Score -2121748 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2121828.500000 Penalty: 3447.518066
	Iteration 57Q: 3 clusters Score -2121828 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2121898.250000 Penalty: 3447.518066
	Iteration 58Q: 3 clusters Score -2121898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2121965.250000 Penalty: 3447.518066
	Iteration 59Q: 3 clusters Score -2121965 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2122019.250000 Penalty: 3447.518066
	Iteration 60F: 3 clusters Score -2122019 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2122092.500000 Penalty: 3447.518066
	Iteration 61Q: 3 clusters Score -2122092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2122145.750000 Penalty: 3447.518066
	Iteration 62Q: 3 clusters Score -2122146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2122188.250000 Penalty: 3447.518066
	Iteration 63Q: 3 clusters Score -2122188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2122229.500000 Penalty: 3447.518066
	Iteration 64Q: 3 clusters Score -2122230 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2122260.000000 Penalty: 3447.518066
	Iteration 65Q: 3 clusters Score -2122260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2122294.250000 Penalty: 3447.518066
	Iteration 66Q: 3 clusters Score -2122294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2122324.250000 Penalty: 3447.518066
	Iteration 67Q: 3 clusters Score -2122324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2122358.000000 Penalty: 3447.518066
	Iteration 68Q: 3 clusters Score -2122358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2122378.750000 Penalty: 3447.518066
	Iteration 69Q: 3 clusters Score -2122379 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2122400.000000 Penalty: 3447.518066
	Iteration 70Q: 3 clusters Score -2122400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2122423.500000 Penalty: 3447.518066
	Iteration 71Q: 3 clusters Score -2122424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2122433.750000 Penalty: 3447.518066
	Iteration 72Q: 3 clusters Score -2122434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2122441.000000 Penalty: 3447.518066
	Iteration 73Q: 3 clusters Score -2122441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2122451.750000 Penalty: 3447.518066
	Iteration 74Q: 3 clusters Score -2122452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2122456.250000 Penalty: 3447.518066
	Iteration 75Q: 3 clusters Score -2122456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2122462.750000 Penalty: 3447.518066
	Iteration 76Q: 3 clusters Score -2122463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2122463.750000 Penalty: 3447.518066
	Iteration 77Q: 3 clusters Score -2122464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2122481.250000 Penalty: 3447.518066
	Iteration 78Q: 3 clusters Score -2122481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2122489.750000 Penalty: 3447.518066
	Iteration 79Q: 3 clusters Score -2122490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2122501.000000 Penalty: 3447.518066
	Iteration 80F: 3 clusters Score -2122501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2122501.500000 Penalty: 3447.518066
	Iteration 81Q: 3 clusters Score -2122502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2122505.000000 Penalty: 3447.518066
	Iteration 82Q: 3 clusters Score -2122505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2122516.500000 Penalty: 3447.518066
	Iteration 83Q: 3 clusters Score -2122516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2122526.500000 Penalty: 3447.518066
	Iteration 84Q: 3 clusters Score -2122526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2122531.500000 Penalty: 3447.518066
	Iteration 85Q: 3 clusters Score -2122532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2122531.250000 Penalty: 3447.518066
	Iteration 86Q: 3 clusters Score -2122531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2122536.000000 Penalty: 3447.518066
	Iteration 87Q: 3 clusters Score -2122536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2122530.000000 Penalty: 3447.518066
	Iteration 88Q: 3 clusters Score -2122530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2122529.000000 Penalty: 3447.518066
	Iteration 89Q: 3 clusters Score -2122529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2122535.250000 Penalty: 3447.518066
	Iteration 90Q: 3 clusters Score -2122535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2122529.750000 Penalty: 3447.518066
	Iteration 91Q: 3 clusters Score -2122530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2122531.250000 Penalty: 3447.518066
	Iteration 92Q: 3 clusters Score -2122531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2122535.750000 Penalty: 3447.518066
	Iteration 93Q: 3 clusters Score -2122536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2122533.750000 Penalty: 3447.518066
	Iteration 94Q: 3 clusters Score -2122534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2122537.250000 Penalty: 3447.518066
	Iteration 95Q: 3 clusters Score -2122537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2122536.250000 Penalty: 3447.518066
	Iteration 96Q: 3 clusters Score -2122536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2122535.250000 Penalty: 3447.518066
	Iteration 97Q: 3 clusters Score -2122535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2122536.250000 Penalty: 3447.518066
	Iteration 98Q: 3 clusters Score -2122536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2122536.250000 Penalty: 3447.518066
	Iteration 99Q: 3 clusters Score -2122536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2122536.250000 Penalty: 3447.518066
	Iteration 100F: 3 clusters Score -2122536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2122537.000000 Penalty: 3447.518066
	Iteration 101Q: 3 clusters Score -2122537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2122540.500000 Penalty: 3447.518066
	Iteration 102Q: 3 clusters Score -2122540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2122544.250000 Penalty: 3447.518066
	Iteration 103Q: 3 clusters Score -2122544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2122547.000000 Penalty: 3447.518066
	Iteration 104Q: 3 clusters Score -2122547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2122548.000000 Penalty: 3447.518066
	Iteration 105Q: 3 clusters Score -2122548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2122552.250000 Penalty: 3447.518066
	Iteration 106Q: 3 clusters Score -2122552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2122554.250000 Penalty: 3447.518066
	Iteration 107Q: 3 clusters Score -2122554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2122555.250000 Penalty: 3447.518066
	Iteration 108Q: 3 clusters Score -2122555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2122554.250000 Penalty: 3447.518066
	Iteration 109Q: 3 clusters Score -2122554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2122555.250000 Penalty: 3447.518066
	Iteration 110Q: 3 clusters Score -2122555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2122557.000000 Penalty: 3447.518066
	Iteration 111Q: 3 clusters Score -2122557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2122552.500000 Penalty: 3447.518066
	Iteration 112Q: 3 clusters Score -2122552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2122552.250000 Penalty: 3447.518066
	Iteration 113Q: 3 clusters Score -2122552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2122554.500000 Penalty: 3447.518066
	Iteration 114Q: 3 clusters Score -2122554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2122555.500000 Penalty: 3447.518066
	Iteration 115Q: 3 clusters Score -2122556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2122553.000000 Penalty: 3447.518066
	Iteration 116Q: 3 clusters Score -2122553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2122553.750000 Penalty: 3447.518066
	Iteration 117Q: 3 clusters Score -2122554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2122554.000000 Penalty: 3447.518066
	Iteration 118Q: 3 clusters Score -2122554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2122554.750000 Penalty: 3447.518066
	Iteration 119Q: 3 clusters Score -2122555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2122556.000000 Penalty: 3447.518066
	Iteration 120F: 3 clusters Score -2122556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2122555.000000 Penalty: 3447.518066
	Iteration 121Q: 3 clusters Score -2122555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2122556.750000 Penalty: 3447.518066
	Iteration 122Q: 3 clusters Score -2122557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2122556.750000 Penalty: 3447.518066
	Iteration 123Q: 3 clusters Score -2122557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2122554.750000 Penalty: 3447.518066
	Iteration 124Q: 3 clusters Score -2122555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2122554.250000 Penalty: 3447.518066
	Iteration 125Q: 3 clusters Score -2122554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2122554.250000 Penalty: 3447.518066
	Iteration 126Q: 3 clusters Score -2122554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2122554.250000 Penalty: 3447.518066
	Iteration 127F: 3 clusters Score -2122554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (211277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211277 members 
Entering Unmasked Estep 
Score: -11017221.000000 Penalty: 1992.400391
	Iteration 0F: 2 clusters Score -1.101722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -10875111.000000 Penalty: 3984.800781
	Iteration 0F: 3 clusters Score -1.087511e+07 nChanged 102544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -10935304.000000 Penalty: 3984.800781
	Iteration 1F: 3 clusters Score -1.09353e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -10936237.000000 Penalty: 3984.800781
	Iteration 2Q: 3 clusters Score -1.093624e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -10937387.000000 Penalty: 3984.800781
	Iteration 3Q: 3 clusters Score -1.093739e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -10938854.000000 Penalty: 3984.800781
	Iteration 4Q: 3 clusters Score -1.093885e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -10941099.000000 Penalty: 3984.800781
	Iteration 5Q: 3 clusters Score -1.09411e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -10944701.000000 Penalty: 3984.800781
	Iteration 6Q: 3 clusters Score -1.09447e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136462 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -10951038.000000 Penalty: 3984.800781
	Iteration 7F: 3 clusters Score -1.095104e+07 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -10960793.000000 Penalty: 3984.800781
	Iteration 8F: 3 clusters Score -1.096079e+07 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166681 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -10974319.000000 Penalty: 3984.800781
	Iteration 9F: 3 clusters Score -1.097432e+07 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182695 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -10988989.000000 Penalty: 3984.800781
	Iteration 10F: 3 clusters Score -1.098899e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195646 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -11001205.000000 Penalty: 3984.800781
	Iteration 11F: 3 clusters Score -1.10012e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203956 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -11008966.000000 Penalty: 3984.800781
	Iteration 12Q: 3 clusters Score -1.100897e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208323 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -11012948.000000 Penalty: 3984.800781
	Iteration 13Q: 3 clusters Score -1.101295e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210134 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11014520.000000 Penalty: 3984.800781
	Iteration 14Q: 3 clusters Score -1.101452e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210776 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11015084.000000 Penalty: 3984.800781
	Iteration 15Q: 3 clusters Score -1.101508e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210973 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11015249.000000 Penalty: 3984.800781
	Iteration 16Q: 3 clusters Score -1.101525e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211048 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11015335.000000 Penalty: 3984.800781
	Iteration 17Q: 3 clusters Score -1.101534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211073 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11015375.000000 Penalty: 3984.800781
	Iteration 18Q: 3 clusters Score -1.101538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211089 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11015410.000000 Penalty: 3984.800781
	Iteration 19Q: 3 clusters Score -1.101541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11015409.000000 Penalty: 3984.800781
	Iteration 20F: 3 clusters Score -1.101541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211107 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11015418.000000 Penalty: 3984.800781
	Iteration 21Q: 3 clusters Score -1.101542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11015431.000000 Penalty: 3984.800781
	Iteration 22Q: 3 clusters Score -1.101543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11015432.000000 Penalty: 3984.800781
	Iteration 23Q: 3 clusters Score -1.101543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211109 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11015429.000000 Penalty: 3984.800781
	Iteration 24Q: 3 clusters Score -1.101543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211109 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11015429.000000 Penalty: 3984.800781
	Iteration 25F: 3 clusters Score -1.101543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Entering Unmasked Estep 
Score: -411630.406250 Penalty: 1454.609009
	Iteration 0F: 2 clusters Score -411630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -405949.593750 Penalty: 2909.218018
	Iteration 0F: 3 clusters Score -405949.6 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -407698.312500 Penalty: 2909.218018
	Iteration 1F: 3 clusters Score -407698.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -407936.062500 Penalty: 2909.218018
	Iteration 2F: 3 clusters Score -407936.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -408137.562500 Penalty: 2909.218018
	Iteration 3F: 3 clusters Score -408137.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -408345.375000 Penalty: 2909.218018
	Iteration 4Q: 3 clusters Score -408345.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -408561.375000 Penalty: 2909.218018
	Iteration 5F: 3 clusters Score -408561.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -408755.000000 Penalty: 2909.218018
	Iteration 6Q: 3 clusters Score -408755 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -408932.312500 Penalty: 2909.218018
	Iteration 7Q: 3 clusters Score -408932.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -409099.812500 Penalty: 2909.218018
	Iteration 8Q: 3 clusters Score -409099.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -409252.218750 Penalty: 2909.218018
	Iteration 9Q: 3 clusters Score -409252.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -409392.593750 Penalty: 2909.218018
	Iteration 10Q: 3 clusters Score -409392.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -409533.718750 Penalty: 2909.218018
	Iteration 11Q: 3 clusters Score -409533.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -409684.000000 Penalty: 2909.218018
	Iteration 12Q: 3 clusters Score -409684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -409820.312500 Penalty: 2909.218018
	Iteration 13Q: 3 clusters Score -409820.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -409919.750000 Penalty: 2909.218018
	Iteration 14Q: 3 clusters Score -409919.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -409998.312500 Penalty: 2909.218018
	Iteration 15Q: 3 clusters Score -409998.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -410065.750000 Penalty: 2909.218018
	Iteration 16Q: 3 clusters Score -410065.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -410121.156250 Penalty: 2909.218018
	Iteration 17Q: 3 clusters Score -410121.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -410161.437500 Penalty: 2909.218018
	Iteration 18Q: 3 clusters Score -410161.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -410212.031250 Penalty: 2909.218018
	Iteration 19Q: 3 clusters Score -410212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -410269.562500 Penalty: 2909.218018
	Iteration 20F: 3 clusters Score -410269.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -410317.812500 Penalty: 2909.218018
	Iteration 21Q: 3 clusters Score -410317.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -410355.625000 Penalty: 2909.218018
	Iteration 22Q: 3 clusters Score -410355.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -410386.562500 Penalty: 2909.218018
	Iteration 23Q: 3 clusters Score -410386.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -410406.343750 Penalty: 2909.218018
	Iteration 24Q: 3 clusters Score -410406.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -410420.625000 Penalty: 2909.218018
	Iteration 25Q: 3 clusters Score -410420.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -410432.968750 Penalty: 2909.218018
	Iteration 26Q: 3 clusters Score -410433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -410446.937500 Penalty: 2909.218018
	Iteration 27Q: 3 clusters Score -410446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -410461.000000 Penalty: 2909.218018
	Iteration 28Q: 3 clusters Score -410461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -410467.843750 Penalty: 2909.218018
	Iteration 29Q: 3 clusters Score -410467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -410473.812500 Penalty: 2909.218018
	Iteration 30Q: 3 clusters Score -410473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -410477.406250 Penalty: 2909.218018
	Iteration 31Q: 3 clusters Score -410477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -410478.812500 Penalty: 2909.218018
	Iteration 32Q: 3 clusters Score -410478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -410481.687500 Penalty: 2909.218018
	Iteration 33Q: 3 clusters Score -410481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -410481.968750 Penalty: 2909.218018
	Iteration 34Q: 3 clusters Score -410482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -410481.968750 Penalty: 2909.218018
	Iteration 35F: 3 clusters Score -410482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -159480.578125 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -159480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -156621.875000 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -156621.9 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -157359.750000 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -157359.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -157521.140625 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -157521.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -157618.250000 Penalty: 2623.856201
	Iteration 3F: 3 clusters Score -157618.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -157685.390625 Penalty: 2623.856201
	Iteration 4Q: 3 clusters Score -157685.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -157716.218750 Penalty: 2623.856201
	Iteration 5Q: 3 clusters Score -157716.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -157735.359375 Penalty: 2623.856201
	Iteration 6Q: 3 clusters Score -157735.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157757.250000 Penalty: 2623.856201
	Iteration 7Q: 3 clusters Score -157757.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -157787.703125 Penalty: 2623.856201
	Iteration 8Q: 3 clusters Score -157787.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -157825.343750 Penalty: 2623.856201
	Iteration 9Q: 3 clusters Score -157825.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -157862.921875 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -157862.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -157897.046875 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -157897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -157941.828125 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -157941.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -157993.703125 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -157993.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -158030.343750 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -158030.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158066.250000 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -158066.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -158121.875000 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -158121.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -158176.343750 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -158176.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158217.375000 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -158217.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158251.109375 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -158251.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158294.406250 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -158294.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158329.703125 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -158329.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -158351.734375 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -158351.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -158379.828125 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -158379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158399.031250 Penalty: 2623.856201
	Iteration 24Q: 3 clusters Score -158399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158417.609375 Penalty: 2623.856201
	Iteration 25Q: 3 clusters Score -158417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -158427.984375 Penalty: 2623.856201
	Iteration 26Q: 3 clusters Score -158428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -158437.796875 Penalty: 2623.856201
	Iteration 27Q: 3 clusters Score -158437.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -158448.546875 Penalty: 2623.856201
	Iteration 28Q: 3 clusters Score -158448.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -158455.609375 Penalty: 2623.856201
	Iteration 29Q: 3 clusters Score -158455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -158459.468750 Penalty: 2623.856201
	Iteration 30Q: 3 clusters Score -158459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -158461.062500 Penalty: 2623.856201
	Iteration 31Q: 3 clusters Score -158461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -158463.781250 Penalty: 2623.856201
	Iteration 32Q: 3 clusters Score -158463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -158464.812500 Penalty: 2623.856201
	Iteration 33Q: 3 clusters Score -158464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -158467.546875 Penalty: 2623.856201
	Iteration 34Q: 3 clusters Score -158467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -158470.078125 Penalty: 2623.856201
	Iteration 35Q: 3 clusters Score -158470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -158473.796875 Penalty: 2623.856201
	Iteration 36Q: 3 clusters Score -158473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -158477.687500 Penalty: 2623.856201
	Iteration 37Q: 3 clusters Score -158477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -158481.828125 Penalty: 2623.856201
	Iteration 38Q: 3 clusters Score -158481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -158486.875000 Penalty: 2623.856201
	Iteration 39Q: 3 clusters Score -158486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -158492.875000 Penalty: 2623.856201
	Iteration 40F: 3 clusters Score -158492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -158497.671875 Penalty: 2623.856201
	Iteration 41Q: 3 clusters Score -158497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -158500.812500 Penalty: 2623.856201
	Iteration 42Q: 3 clusters Score -158500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -158502.250000 Penalty: 2623.856201
	Iteration 43Q: 3 clusters Score -158502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -158503.421875 Penalty: 2623.856201
	Iteration 44Q: 3 clusters Score -158503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -158504.218750 Penalty: 2623.856201
	Iteration 45Q: 3 clusters Score -158504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -158504.218750 Penalty: 2623.856201
	Iteration 46F: 3 clusters Score -158504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -943794.687500 Penalty: 1589.446167
	Iteration 0F: 2 clusters Score -943794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -931750.000000 Penalty: 3178.892334
	Iteration 0F: 3 clusters Score -931750 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -935969.375000 Penalty: 3178.892334
	Iteration 1F: 3 clusters Score -935969.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -936269.375000 Penalty: 3178.892334
	Iteration 2Q: 3 clusters Score -936269.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -936550.250000 Penalty: 3178.892334
	Iteration 3Q: 3 clusters Score -936550.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -936909.062500 Penalty: 3178.892334
	Iteration 4Q: 3 clusters Score -936909.1 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -937450.937500 Penalty: 3178.892334
	Iteration 5F: 3 clusters Score -937450.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -938239.875000 Penalty: 3178.892334
	Iteration 6F: 3 clusters Score -938239.9 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -939245.250000 Penalty: 3178.892334
	Iteration 7F: 3 clusters Score -939245.2 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -940246.687500 Penalty: 3178.892334
	Iteration 8F: 3 clusters Score -940246.7 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -941085.000000 Penalty: 3178.892334
	Iteration 9F: 3 clusters Score -941085 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -941647.812500 Penalty: 3178.892334
	Iteration 10Q: 3 clusters Score -941647.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -941958.625000 Penalty: 3178.892334
	Iteration 11Q: 3 clusters Score -941958.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -942140.625000 Penalty: 3178.892334
	Iteration 12Q: 3 clusters Score -942140.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -942250.250000 Penalty: 3178.892334
	Iteration 13Q: 3 clusters Score -942250.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -942304.812500 Penalty: 3178.892334
	Iteration 14Q: 3 clusters Score -942304.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -942346.187500 Penalty: 3178.892334
	Iteration 15Q: 3 clusters Score -942346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -942369.187500 Penalty: 3178.892334
	Iteration 16Q: 3 clusters Score -942369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -942380.937500 Penalty: 3178.892334
	Iteration 17Q: 3 clusters Score -942380.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -942392.750000 Penalty: 3178.892334
	Iteration 18Q: 3 clusters Score -942392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -942407.187500 Penalty: 3178.892334
	Iteration 19Q: 3 clusters Score -942407.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -942422.750000 Penalty: 3178.892334
	Iteration 20F: 3 clusters Score -942422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -942435.687500 Penalty: 3178.892334
	Iteration 21Q: 3 clusters Score -942435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -942448.062500 Penalty: 3178.892334
	Iteration 22Q: 3 clusters Score -942448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -942458.687500 Penalty: 3178.892334
	Iteration 23Q: 3 clusters Score -942458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -942468.375000 Penalty: 3178.892334
	Iteration 24Q: 3 clusters Score -942468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -942472.250000 Penalty: 3178.892334
	Iteration 25Q: 3 clusters Score -942472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -942476.187500 Penalty: 3178.892334
	Iteration 26Q: 3 clusters Score -942476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -942479.062500 Penalty: 3178.892334
	Iteration 27Q: 3 clusters Score -942479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -942479.437500 Penalty: 3178.892334
	Iteration 28Q: 3 clusters Score -942479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -942481.625000 Penalty: 3178.892334
	Iteration 29Q: 3 clusters Score -942481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -942481.625000 Penalty: 3178.892334
	Iteration 30Q: 3 clusters Score -942481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -942485.000000 Penalty: 3178.892334
	Iteration 31Q: 3 clusters Score -942485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -942486.562500 Penalty: 3178.892334
	Iteration 32Q: 3 clusters Score -942486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -942487.375000 Penalty: 3178.892334
	Iteration 33Q: 3 clusters Score -942487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -942491.312500 Penalty: 3178.892334
	Iteration 34Q: 3 clusters Score -942491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -942491.500000 Penalty: 3178.892334
	Iteration 35Q: 3 clusters Score -942491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -942491.500000 Penalty: 3178.892334
	Iteration 36F: 3 clusters Score -942491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -245914.406250 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -245914.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -241695.046875 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -241695 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -242984.109375 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -242984.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -243272.500000 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -243272.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -243508.781250 Penalty: 2794.181641
	Iteration 3F: 3 clusters Score -243508.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -243695.953125 Penalty: 2794.181641
	Iteration 4Q: 3 clusters Score -243696 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -243890.234375 Penalty: 2794.181641
	Iteration 5Q: 3 clusters Score -243890.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -244081.312500 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -244081.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -244253.921875 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -244253.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -244406.468750 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -244406.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -244545.984375 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -244546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -244645.796875 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -244645.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -244701.718750 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -244701.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -244739.062500 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -244739.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -244763.875000 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -244763.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244777.906250 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -244777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244786.281250 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -244786.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -244790.906250 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -244790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244793.546875 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -244793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -244797.078125 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -244797.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244801.218750 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -244801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -244807.765625 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -244807.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -244812.609375 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -244812.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -244814.750000 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -244814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -244816.281250 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -244816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -244817.921875 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -244817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -244820.015625 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -244820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -244822.296875 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -244822.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244825.046875 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -244825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244826.343750 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -244826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -244827.171875 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -244827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -244828.078125 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -244828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -244829.078125 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -244829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -244829.000000 Penalty: 2794.181641
	Iteration 32Q: 3 clusters Score -244829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -244828.906250 Penalty: 2794.181641
	Iteration 33Q: 3 clusters Score -244828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -244828.906250 Penalty: 2794.181641
	Iteration 34F: 3 clusters Score -244828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Entering Unmasked Estep 
Score: -4611327.000000 Penalty: 1853.972778
	Iteration 0F: 2 clusters Score -4611327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -4551249.500000 Penalty: 3707.945557
	Iteration 0F: 3 clusters Score -4551250 nChanged 42837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -4576327.000000 Penalty: 3707.945557
	Iteration 1F: 3 clusters Score -4576327 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4577718.500000 Penalty: 3707.945557
	Iteration 2Q: 3 clusters Score -4577718 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -4580107.500000 Penalty: 3707.945557
	Iteration 3F: 3 clusters Score -4580108 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -4584067.000000 Penalty: 3707.945557
	Iteration 4F: 3 clusters Score -4584067 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -4589932.500000 Penalty: 3707.945557
	Iteration 5F: 3 clusters Score -4589932 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -4597230.000000 Penalty: 3707.945557
	Iteration 6F: 3 clusters Score -4597230 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -4603569.500000 Penalty: 3707.945557
	Iteration 7F: 3 clusters Score -4603570 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -4607410.500000 Penalty: 3707.945557
	Iteration 8Q: 3 clusters Score -4607410 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -4608932.000000 Penalty: 3707.945557
	Iteration 9Q: 3 clusters Score -4608932 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -4609461.500000 Penalty: 3707.945557
	Iteration 10Q: 3 clusters Score -4609462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -4609670.500000 Penalty: 3707.945557
	Iteration 11Q: 3 clusters Score -4609670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -4609741.500000 Penalty: 3707.945557
	Iteration 12Q: 3 clusters Score -4609742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -4609781.000000 Penalty: 3707.945557
	Iteration 13Q: 3 clusters Score -4609781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -4609812.500000 Penalty: 3707.945557
	Iteration 14Q: 3 clusters Score -4609812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -4609841.000000 Penalty: 3707.945557
	Iteration 15Q: 3 clusters Score -4609841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -4609840.500000 Penalty: 3707.945557
	Iteration 16Q: 3 clusters Score -4609840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -4609840.500000 Penalty: 3707.945557
	Iteration 17Q: 3 clusters Score -4609840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -4609844.000000 Penalty: 3707.945557
	Iteration 18Q: 3 clusters Score -4609844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -4609849.500000 Penalty: 3707.945557
	Iteration 19Q: 3 clusters Score -4609850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -4609849.000000 Penalty: 3707.945557
	Iteration 20F: 3 clusters Score -4609849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Entering Unmasked Estep 
Score: -3483150.250000 Penalty: 1804.977783
	Iteration 0F: 2 clusters Score -3483150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3438601.500000 Penalty: 3609.955566
	Iteration 0F: 3 clusters Score -3438602 nChanged 31674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -3456487.500000 Penalty: 3609.955566
	Iteration 1F: 3 clusters Score -3456488 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3457075.500000 Penalty: 3609.955566
	Iteration 2Q: 3 clusters Score -3457076 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -3457961.500000 Penalty: 3609.955566
	Iteration 3Q: 3 clusters Score -3457962 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -3459681.250000 Penalty: 3609.955566
	Iteration 4F: 3 clusters Score -3459681 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -3462793.250000 Penalty: 3609.955566
	Iteration 5F: 3 clusters Score -3462793 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -3467891.750000 Penalty: 3609.955566
	Iteration 6F: 3 clusters Score -3467892 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -3474067.500000 Penalty: 3609.955566
	Iteration 7F: 3 clusters Score -3474068 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -3478634.750000 Penalty: 3609.955566
	Iteration 8F: 3 clusters Score -3478635 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -3480596.500000 Penalty: 3609.955566
	Iteration 9Q: 3 clusters Score -3480596 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -3481205.500000 Penalty: 3609.955566
	Iteration 10Q: 3 clusters Score -3481206 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -3481398.750000 Penalty: 3609.955566
	Iteration 11Q: 3 clusters Score -3481399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -3481473.250000 Penalty: 3609.955566
	Iteration 12Q: 3 clusters Score -3481473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -3481506.750000 Penalty: 3609.955566
	Iteration 13Q: 3 clusters Score -3481507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -3481533.750000 Penalty: 3609.955566
	Iteration 14Q: 3 clusters Score -3481534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -3481558.000000 Penalty: 3609.955566
	Iteration 15Q: 3 clusters Score -3481558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -3481567.000000 Penalty: 3609.955566
	Iteration 16Q: 3 clusters Score -3481567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -3481578.500000 Penalty: 3609.955566
	Iteration 17Q: 3 clusters Score -3481578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -3481590.500000 Penalty: 3609.955566
	Iteration 18Q: 3 clusters Score -3481590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -3481594.750000 Penalty: 3609.955566
	Iteration 19Q: 3 clusters Score -3481595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -3481594.750000 Penalty: 3609.955566
	Iteration 20F: 3 clusters Score -3481595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -3481599.000000 Penalty: 3609.955566
	Iteration 21Q: 3 clusters Score -3481599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -3481601.750000 Penalty: 3609.955566
	Iteration 22Q: 3 clusters Score -3481602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -3481604.500000 Penalty: 3609.955566
	Iteration 23Q: 3 clusters Score -3481604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -3481605.000000 Penalty: 3609.955566
	Iteration 24Q: 3 clusters Score -3481605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -3481605.000000 Penalty: 3609.955566
	Iteration 25F: 3 clusters Score -3481605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -240986.937500 Penalty: 1371.831299
	Iteration 0F: 2 clusters Score -240986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -237247.265625 Penalty: 2743.662598
	Iteration 0F: 3 clusters Score -237247.3 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -238379.578125 Penalty: 2743.662598
	Iteration 1F: 3 clusters Score -238379.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -238565.921875 Penalty: 2743.662598
	Iteration 2F: 3 clusters Score -238565.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -238686.140625 Penalty: 2743.662598
	Iteration 3Q: 3 clusters Score -238686.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -238764.203125 Penalty: 2743.662598
	Iteration 4Q: 3 clusters Score -238764.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -238832.281250 Penalty: 2743.662598
	Iteration 5Q: 3 clusters Score -238832.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -238899.843750 Penalty: 2743.662598
	Iteration 6Q: 3 clusters Score -238899.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -238957.093750 Penalty: 2743.662598
	Iteration 7Q: 3 clusters Score -238957.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -239014.218750 Penalty: 2743.662598
	Iteration 8Q: 3 clusters Score -239014.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -239070.953125 Penalty: 2743.662598
	Iteration 9Q: 3 clusters Score -239071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -239124.046875 Penalty: 2743.662598
	Iteration 10Q: 3 clusters Score -239124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -239174.250000 Penalty: 2743.662598
	Iteration 11Q: 3 clusters Score -239174.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -239227.781250 Penalty: 2743.662598
	Iteration 12Q: 3 clusters Score -239227.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -239298.640625 Penalty: 2743.662598
	Iteration 13Q: 3 clusters Score -239298.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -239374.593750 Penalty: 2743.662598
	Iteration 14Q: 3 clusters Score -239374.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -239439.718750 Penalty: 2743.662598
	Iteration 15Q: 3 clusters Score -239439.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -239485.937500 Penalty: 2743.662598
	Iteration 16Q: 3 clusters Score -239485.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -239534.031250 Penalty: 2743.662598
	Iteration 17Q: 3 clusters Score -239534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -239580.625000 Penalty: 2743.662598
	Iteration 18Q: 3 clusters Score -239580.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -239623.609375 Penalty: 2743.662598
	Iteration 19Q: 3 clusters Score -239623.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -239661.656250 Penalty: 2743.662598
	Iteration 20F: 3 clusters Score -239661.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -239686.843750 Penalty: 2743.662598
	Iteration 21Q: 3 clusters Score -239686.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -239707.468750 Penalty: 2743.662598
	Iteration 22Q: 3 clusters Score -239707.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -239724.109375 Penalty: 2743.662598
	Iteration 23Q: 3 clusters Score -239724.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -239741.000000 Penalty: 2743.662598
	Iteration 24Q: 3 clusters Score -239741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239752.968750 Penalty: 2743.662598
	Iteration 25Q: 3 clusters Score -239753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -239761.546875 Penalty: 2743.662598
	Iteration 26Q: 3 clusters Score -239761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -239767.656250 Penalty: 2743.662598
	Iteration 27Q: 3 clusters Score -239767.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -239771.703125 Penalty: 2743.662598
	Iteration 28Q: 3 clusters Score -239771.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -239774.875000 Penalty: 2743.662598
	Iteration 29Q: 3 clusters Score -239774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -239778.187500 Penalty: 2743.662598
	Iteration 30Q: 3 clusters Score -239778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -239782.437500 Penalty: 2743.662598
	Iteration 31Q: 3 clusters Score -239782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -239783.734375 Penalty: 2743.662598
	Iteration 32Q: 3 clusters Score -239783.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -239785.421875 Penalty: 2743.662598
	Iteration 33Q: 3 clusters Score -239785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -239785.906250 Penalty: 2743.662598
	Iteration 34Q: 3 clusters Score -239785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -239786.812500 Penalty: 2743.662598
	Iteration 35Q: 3 clusters Score -239786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -239788.750000 Penalty: 2743.662598
	Iteration 36Q: 3 clusters Score -239788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -239790.140625 Penalty: 2743.662598
	Iteration 37Q: 3 clusters Score -239790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -239790.140625 Penalty: 2743.662598
	Iteration 38F: 3 clusters Score -239790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Entering Unmasked Estep 
Score: -1028443.437500 Penalty: 1603.771362
	Iteration 0F: 2 clusters Score -1028443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1015282.375000 Penalty: 3207.542725
	Iteration 0F: 3 clusters Score -1015282 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1019960.125000 Penalty: 3207.542725
	Iteration 1F: 3 clusters Score -1019960 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1020328.375000 Penalty: 3207.542725
	Iteration 2Q: 3 clusters Score -1020328 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1020718.000000 Penalty: 3207.542725
	Iteration 3Q: 3 clusters Score -1020718 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1021202.125000 Penalty: 3207.542725
	Iteration 4F: 3 clusters Score -1021202 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1021850.750000 Penalty: 3207.542725
	Iteration 5F: 3 clusters Score -1021851 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1022722.500000 Penalty: 3207.542725
	Iteration 6F: 3 clusters Score -1022722 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1023793.750000 Penalty: 3207.542725
	Iteration 7F: 3 clusters Score -1023794 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1024918.187500 Penalty: 3207.542725
	Iteration 8F: 3 clusters Score -1024918 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1025901.250000 Penalty: 3207.542725
	Iteration 9Q: 3 clusters Score -1025901 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1026512.812500 Penalty: 3207.542725
	Iteration 10Q: 3 clusters Score -1026513 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1026816.125000 Penalty: 3207.542725
	Iteration 11Q: 3 clusters Score -1026816 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1026953.500000 Penalty: 3207.542725
	Iteration 12Q: 3 clusters Score -1026954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1027005.000000 Penalty: 3207.542725
	Iteration 13Q: 3 clusters Score -1027005 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1027035.375000 Penalty: 3207.542725
	Iteration 14Q: 3 clusters Score -1027035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1027053.812500 Penalty: 3207.542725
	Iteration 15Q: 3 clusters Score -1027054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1027072.375000 Penalty: 3207.542725
	Iteration 16Q: 3 clusters Score -1027072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1027081.625000 Penalty: 3207.542725
	Iteration 17Q: 3 clusters Score -1027082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1027086.750000 Penalty: 3207.542725
	Iteration 18Q: 3 clusters Score -1027087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1027094.000000 Penalty: 3207.542725
	Iteration 19Q: 3 clusters Score -1027094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1027098.562500 Penalty: 3207.542725
	Iteration 20F: 3 clusters Score -1027099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1027101.437500 Penalty: 3207.542725
	Iteration 21Q: 3 clusters Score -1027101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1027103.812500 Penalty: 3207.542725
	Iteration 22Q: 3 clusters Score -1027104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1027101.312500 Penalty: 3207.542725
	Iteration 23Q: 3 clusters Score -1027101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1027106.375000 Penalty: 3207.542725
	Iteration 24Q: 3 clusters Score -1027106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1027105.375000 Penalty: 3207.542725
	Iteration 25Q: 3 clusters Score -1027105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1027107.625000 Penalty: 3207.542725
	Iteration 26Q: 3 clusters Score -1027108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1027107.500000 Penalty: 3207.542725
	Iteration 27Q: 3 clusters Score -1027108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1027110.500000 Penalty: 3207.542725
	Iteration 28Q: 3 clusters Score -1027110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1027110.937500 Penalty: 3207.542725
	Iteration 29Q: 3 clusters Score -1027111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1027110.625000 Penalty: 3207.542725
	Iteration 30Q: 3 clusters Score -1027111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1027111.687500 Penalty: 3207.542725
	Iteration 31Q: 3 clusters Score -1027112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1027114.125000 Penalty: 3207.542725
	Iteration 32Q: 3 clusters Score -1027114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1027114.500000 Penalty: 3207.542725
	Iteration 33Q: 3 clusters Score -1027114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1027112.812500 Penalty: 3207.542725
	Iteration 34Q: 3 clusters Score -1027113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1027117.812500 Penalty: 3207.542725
	Iteration 35Q: 3 clusters Score -1027118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1027118.812500 Penalty: 3207.542725
	Iteration 36Q: 3 clusters Score -1027119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1027124.625000 Penalty: 3207.542725
	Iteration 37Q: 3 clusters Score -1027125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1027125.937500 Penalty: 3207.542725
	Iteration 38Q: 3 clusters Score -1027126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1027128.187500 Penalty: 3207.542725
	Iteration 39Q: 3 clusters Score -1027128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1027130.250000 Penalty: 3207.542725
	Iteration 40F: 3 clusters Score -1027130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1027130.750000 Penalty: 3207.542725
	Iteration 41Q: 3 clusters Score -1027131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1027129.500000 Penalty: 3207.542725
	Iteration 42Q: 3 clusters Score -1027130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1027130.000000 Penalty: 3207.542725
	Iteration 43Q: 3 clusters Score -1027130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1027130.000000 Penalty: 3207.542725
	Iteration 44F: 3 clusters Score -1027130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -577077.875000 Penalty: 1513.697388
	Iteration 0F: 2 clusters Score -577077.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -569174.437500 Penalty: 3027.394775
	Iteration 0F: 3 clusters Score -569174.4 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -571765.375000 Penalty: 3027.394775
	Iteration 1F: 3 clusters Score -571765.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -571997.625000 Penalty: 3027.394775
	Iteration 2F: 3 clusters Score -571997.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -572179.937500 Penalty: 3027.394775
	Iteration 3Q: 3 clusters Score -572179.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -572329.437500 Penalty: 3027.394775
	Iteration 4Q: 3 clusters Score -572329.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -572469.000000 Penalty: 3027.394775
	Iteration 5Q: 3 clusters Score -572469 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -572624.250000 Penalty: 3027.394775
	Iteration 6Q: 3 clusters Score -572624.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -572814.937500 Penalty: 3027.394775
	Iteration 7Q: 3 clusters Score -572814.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -573063.187500 Penalty: 3027.394775
	Iteration 8Q: 3 clusters Score -573063.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -573346.625000 Penalty: 3027.394775
	Iteration 9Q: 3 clusters Score -573346.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -573696.812500 Penalty: 3027.394775
	Iteration 10Q: 3 clusters Score -573696.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -574095.625000 Penalty: 3027.394775
	Iteration 11Q: 3 clusters Score -574095.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -574506.687500 Penalty: 3027.394775
	Iteration 12Q: 3 clusters Score -574506.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -574850.750000 Penalty: 3027.394775
	Iteration 13Q: 3 clusters Score -574850.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -575107.062500 Penalty: 3027.394775
	Iteration 14Q: 3 clusters Score -575107.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -575303.875000 Penalty: 3027.394775
	Iteration 15Q: 3 clusters Score -575303.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -575445.750000 Penalty: 3027.394775
	Iteration 16Q: 3 clusters Score -575445.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -575548.937500 Penalty: 3027.394775
	Iteration 17Q: 3 clusters Score -575548.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -575622.875000 Penalty: 3027.394775
	Iteration 18Q: 3 clusters Score -575622.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -575671.312500 Penalty: 3027.394775
	Iteration 19Q: 3 clusters Score -575671.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -575701.937500 Penalty: 3027.394775
	Iteration 20F: 3 clusters Score -575701.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -575739.625000 Penalty: 3027.394775
	Iteration 21Q: 3 clusters Score -575739.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -575755.562500 Penalty: 3027.394775
	Iteration 22Q: 3 clusters Score -575755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -575764.500000 Penalty: 3027.394775
	Iteration 23Q: 3 clusters Score -575764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -575769.187500 Penalty: 3027.394775
	Iteration 24Q: 3 clusters Score -575769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -575774.062500 Penalty: 3027.394775
	Iteration 25Q: 3 clusters Score -575774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -575777.062500 Penalty: 3027.394775
	Iteration 26Q: 3 clusters Score -575777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -575779.687500 Penalty: 3027.394775
	Iteration 27Q: 3 clusters Score -575779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -575780.875000 Penalty: 3027.394775
	Iteration 28Q: 3 clusters Score -575780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -575781.625000 Penalty: 3027.394775
	Iteration 29Q: 3 clusters Score -575781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -575781.625000 Penalty: 3027.394775
	Iteration 30F: 3 clusters Score -575781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -212086.687500 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -212086.7 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 2402 members 
Entering Unmasked Estep 
Score: -208272.171875 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -208272.2 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -209288.593750 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -209288.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -209461.671875 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -209461.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -209604.312500 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -209604.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -209722.468750 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -209722.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -209861.062500 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -209861.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -210041.890625 Penalty: 2749.358398
	Iteration 6F: 3 clusters Score -210041.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -210233.828125 Penalty: 2749.358398
	Iteration 7F: 3 clusters Score -210233.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -210392.046875 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -210392 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -210518.953125 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -210519 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -210636.796875 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -210636.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -210733.421875 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -210733.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -210795.953125 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -210796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -210851.250000 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -210851.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -210907.546875 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -210907.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -210960.843750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -210960.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -211006.046875 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -211006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -211048.015625 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -211048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -211077.796875 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -211077.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -211096.343750 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -211096.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -211111.625000 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -211111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -211119.546875 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -211119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -211129.187500 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -211129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -211136.593750 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -211136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -211144.031250 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -211144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -211147.234375 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -211147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -211149.890625 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -211149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -211151.437500 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -211151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -211152.515625 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -211152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -211152.984375 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -211153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -211152.984375 Penalty: 2749.358398
	Iteration 30F: 3 clusters Score -211153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Entering Unmasked Estep 
Score: -388399.156250 Penalty: 1458.272461
	Iteration 0F: 2 clusters Score -388399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -382573.968750 Penalty: 2916.544922
	Iteration 0F: 3 clusters Score -382574 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -384384.531250 Penalty: 2916.544922
	Iteration 1F: 3 clusters Score -384384.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -384588.250000 Penalty: 2916.544922
	Iteration 2F: 3 clusters Score -384588.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -384757.125000 Penalty: 2916.544922
	Iteration 3Q: 3 clusters Score -384757.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -384960.187500 Penalty: 2916.544922
	Iteration 4Q: 3 clusters Score -384960.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -385213.812500 Penalty: 2916.544922
	Iteration 5Q: 3 clusters Score -385213.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -385532.750000 Penalty: 2916.544922
	Iteration 6F: 3 clusters Score -385532.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -385896.750000 Penalty: 2916.544922
	Iteration 7F: 3 clusters Score -385896.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -386299.187500 Penalty: 2916.544922
	Iteration 8F: 3 clusters Score -386299.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -386634.093750 Penalty: 2916.544922
	Iteration 9F: 3 clusters Score -386634.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -386920.343750 Penalty: 2916.544922
	Iteration 10F: 3 clusters Score -386920.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -387151.218750 Penalty: 2916.544922
	Iteration 11Q: 3 clusters Score -387151.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -387334.531250 Penalty: 2916.544922
	Iteration 12Q: 3 clusters Score -387334.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -387479.968750 Penalty: 2916.544922
	Iteration 13Q: 3 clusters Score -387480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -387553.218750 Penalty: 2916.544922
	Iteration 14Q: 3 clusters Score -387553.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -387604.218750 Penalty: 2916.544922
	Iteration 15Q: 3 clusters Score -387604.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -387630.937500 Penalty: 2916.544922
	Iteration 16Q: 3 clusters Score -387630.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -387650.875000 Penalty: 2916.544922
	Iteration 17Q: 3 clusters Score -387650.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -387666.187500 Penalty: 2916.544922
	Iteration 18Q: 3 clusters Score -387666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -387677.781250 Penalty: 2916.544922
	Iteration 19Q: 3 clusters Score -387677.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -387691.812500 Penalty: 2916.544922
	Iteration 20F: 3 clusters Score -387691.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -387702.843750 Penalty: 2916.544922
	Iteration 21Q: 3 clusters Score -387702.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -387710.343750 Penalty: 2916.544922
	Iteration 22Q: 3 clusters Score -387710.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -387718.718750 Penalty: 2916.544922
	Iteration 23Q: 3 clusters Score -387718.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -387728.187500 Penalty: 2916.544922
	Iteration 24Q: 3 clusters Score -387728.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -387740.406250 Penalty: 2916.544922
	Iteration 25Q: 3 clusters Score -387740.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -387753.937500 Penalty: 2916.544922
	Iteration 26Q: 3 clusters Score -387753.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -387766.812500 Penalty: 2916.544922
	Iteration 27Q: 3 clusters Score -387766.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -387777.781250 Penalty: 2916.544922
	Iteration 28Q: 3 clusters Score -387777.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -387789.281250 Penalty: 2916.544922
	Iteration 29Q: 3 clusters Score -387789.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -387796.187500 Penalty: 2916.544922
	Iteration 30Q: 3 clusters Score -387796.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -387804.500000 Penalty: 2916.544922
	Iteration 31Q: 3 clusters Score -387804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -387819.156250 Penalty: 2916.544922
	Iteration 32Q: 3 clusters Score -387819.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -387835.218750 Penalty: 2916.544922
	Iteration 33Q: 3 clusters Score -387835.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -387860.343750 Penalty: 2916.544922
	Iteration 34Q: 3 clusters Score -387860.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -387881.718750 Penalty: 2916.544922
	Iteration 35Q: 3 clusters Score -387881.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -387903.250000 Penalty: 2916.544922
	Iteration 36Q: 3 clusters Score -387903.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -387935.968750 Penalty: 2916.544922
	Iteration 37Q: 3 clusters Score -387936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -387951.875000 Penalty: 2916.544922
	Iteration 38Q: 3 clusters Score -387951.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -387960.312500 Penalty: 2916.544922
	Iteration 39Q: 3 clusters Score -387960.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -387970.750000 Penalty: 2916.544922
	Iteration 40F: 3 clusters Score -387970.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -387978.187500 Penalty: 2916.544922
	Iteration 41Q: 3 clusters Score -387978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -387981.000000 Penalty: 2916.544922
	Iteration 42Q: 3 clusters Score -387981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -387984.437500 Penalty: 2916.544922
	Iteration 43Q: 3 clusters Score -387984.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -387987.968750 Penalty: 2916.544922
	Iteration 44Q: 3 clusters Score -387988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -387990.968750 Penalty: 2916.544922
	Iteration 45Q: 3 clusters Score -387991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -387996.000000 Penalty: 2916.544922
	Iteration 46Q: 3 clusters Score -387996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -387997.062500 Penalty: 2916.544922
	Iteration 47Q: 3 clusters Score -387997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -388001.093750 Penalty: 2916.544922
	Iteration 48Q: 3 clusters Score -388001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -388002.875000 Penalty: 2916.544922
	Iteration 49Q: 3 clusters Score -388002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -388005.500000 Penalty: 2916.544922
	Iteration 50Q: 3 clusters Score -388005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -388007.281250 Penalty: 2916.544922
	Iteration 51Q: 3 clusters Score -388007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -388007.281250 Penalty: 2916.544922
	Iteration 52Q: 3 clusters Score -388007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -388008.250000 Penalty: 2916.544922
	Iteration 53Q: 3 clusters Score -388008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -388008.031250 Penalty: 2916.544922
	Iteration 54Q: 3 clusters Score -388008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -388009.000000 Penalty: 2916.544922
	Iteration 55Q: 3 clusters Score -388009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -388009.000000 Penalty: 2916.544922
	Iteration 56F: 3 clusters Score -388009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Entering Unmasked Estep 
Score: -1056628.000000 Penalty: 1608.011475
	Iteration 0F: 2 clusters Score -1056628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1043013.875000 Penalty: 3216.022949
	Iteration 0F: 3 clusters Score -1043014 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1047904.687500 Penalty: 3216.022949
	Iteration 1F: 3 clusters Score -1047905 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1048203.250000 Penalty: 3216.022949
	Iteration 2Q: 3 clusters Score -1048203 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1048443.625000 Penalty: 3216.022949
	Iteration 3Q: 3 clusters Score -1048444 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1048651.375000 Penalty: 3216.022949
	Iteration 4Q: 3 clusters Score -1048651 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1048842.500000 Penalty: 3216.022949
	Iteration 5Q: 3 clusters Score -1048842 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1049040.000000 Penalty: 3216.022949
	Iteration 6Q: 3 clusters Score -1049040 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1049314.125000 Penalty: 3216.022949
	Iteration 7Q: 3 clusters Score -1049314 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1049710.625000 Penalty: 3216.022949
	Iteration 8Q: 3 clusters Score -1049711 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1050354.875000 Penalty: 3216.022949
	Iteration 9F: 3 clusters Score -1050355 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1051291.625000 Penalty: 3216.022949
	Iteration 10F: 3 clusters Score -1051292 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1052463.875000 Penalty: 3216.022949
	Iteration 11F: 3 clusters Score -1052464 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1053668.000000 Penalty: 3216.022949
	Iteration 12F: 3 clusters Score -1053668 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1054441.875000 Penalty: 3216.022949
	Iteration 13Q: 3 clusters Score -1054442 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1054821.750000 Penalty: 3216.022949
	Iteration 14Q: 3 clusters Score -1054822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1055028.375000 Penalty: 3216.022949
	Iteration 15Q: 3 clusters Score -1055028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1055099.125000 Penalty: 3216.022949
	Iteration 16Q: 3 clusters Score -1055099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1055144.875000 Penalty: 3216.022949
	Iteration 17Q: 3 clusters Score -1055145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1055171.500000 Penalty: 3216.022949
	Iteration 18Q: 3 clusters Score -1055172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1055182.625000 Penalty: 3216.022949
	Iteration 19Q: 3 clusters Score -1055183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1055192.750000 Penalty: 3216.022949
	Iteration 20F: 3 clusters Score -1055193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1055199.875000 Penalty: 3216.022949
	Iteration 21Q: 3 clusters Score -1055200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1055206.875000 Penalty: 3216.022949
	Iteration 22Q: 3 clusters Score -1055207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1055211.750000 Penalty: 3216.022949
	Iteration 23Q: 3 clusters Score -1055212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1055216.125000 Penalty: 3216.022949
	Iteration 24Q: 3 clusters Score -1055216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1055218.375000 Penalty: 3216.022949
	Iteration 25Q: 3 clusters Score -1055218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1055218.375000 Penalty: 3216.022949
	Iteration 26F: 3 clusters Score -1055218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Entering Unmasked Estep 
Score: -910684.687500 Penalty: 1586.172241
	Iteration 0F: 2 clusters Score -910684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -898671.500000 Penalty: 3172.344482
	Iteration 0F: 3 clusters Score -898671.5 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -902840.062500 Penalty: 3172.344482
	Iteration 1F: 3 clusters Score -902840.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -903110.937500 Penalty: 3172.344482
	Iteration 2Q: 3 clusters Score -903110.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -903351.937500 Penalty: 3172.344482
	Iteration 3Q: 3 clusters Score -903351.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -903585.437500 Penalty: 3172.344482
	Iteration 4Q: 3 clusters Score -903585.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -903820.062500 Penalty: 3172.344482
	Iteration 5Q: 3 clusters Score -903820.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -904109.437500 Penalty: 3172.344482
	Iteration 6Q: 3 clusters Score -904109.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -904458.187500 Penalty: 3172.344482
	Iteration 7Q: 3 clusters Score -904458.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -904948.187500 Penalty: 3172.344482
	Iteration 8Q: 3 clusters Score -904948.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -905540.750000 Penalty: 3172.344482
	Iteration 9F: 3 clusters Score -905540.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -906178.312500 Penalty: 3172.344482
	Iteration 10F: 3 clusters Score -906178.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -906702.187500 Penalty: 3172.344482
	Iteration 11Q: 3 clusters Score -906702.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -907007.375000 Penalty: 3172.344482
	Iteration 12Q: 3 clusters Score -907007.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -907146.125000 Penalty: 3172.344482
	Iteration 13Q: 3 clusters Score -907146.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -907228.750000 Penalty: 3172.344482
	Iteration 14Q: 3 clusters Score -907228.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -907284.250000 Penalty: 3172.344482
	Iteration 15Q: 3 clusters Score -907284.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -907327.062500 Penalty: 3172.344482
	Iteration 16Q: 3 clusters Score -907327.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -907375.500000 Penalty: 3172.344482
	Iteration 17Q: 3 clusters Score -907375.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -907429.062500 Penalty: 3172.344482
	Iteration 18Q: 3 clusters Score -907429.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -907479.000000 Penalty: 3172.344482
	Iteration 19Q: 3 clusters Score -907479 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -907524.062500 Penalty: 3172.344482
	Iteration 20F: 3 clusters Score -907524.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -907567.500000 Penalty: 3172.344482
	Iteration 21Q: 3 clusters Score -907567.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -907617.687500 Penalty: 3172.344482
	Iteration 22Q: 3 clusters Score -907617.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -907663.750000 Penalty: 3172.344482
	Iteration 23Q: 3 clusters Score -907663.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -907724.187500 Penalty: 3172.344482
	Iteration 24Q: 3 clusters Score -907724.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -907804.250000 Penalty: 3172.344482
	Iteration 25Q: 3 clusters Score -907804.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -907887.250000 Penalty: 3172.344482
	Iteration 26Q: 3 clusters Score -907887.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -907964.437500 Penalty: 3172.344482
	Iteration 27Q: 3 clusters Score -907964.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -908035.625000 Penalty: 3172.344482
	Iteration 28Q: 3 clusters Score -908035.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -908123.062500 Penalty: 3172.344482
	Iteration 29Q: 3 clusters Score -908123.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -908213.750000 Penalty: 3172.344482
	Iteration 30Q: 3 clusters Score -908213.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -908280.000000 Penalty: 3172.344482
	Iteration 31Q: 3 clusters Score -908280 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -908327.562500 Penalty: 3172.344482
	Iteration 32Q: 3 clusters Score -908327.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -908375.125000 Penalty: 3172.344482
	Iteration 33Q: 3 clusters Score -908375.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -908424.250000 Penalty: 3172.344482
	Iteration 34Q: 3 clusters Score -908424.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -908473.000000 Penalty: 3172.344482
	Iteration 35Q: 3 clusters Score -908473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -908515.437500 Penalty: 3172.344482
	Iteration 36Q: 3 clusters Score -908515.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -908558.250000 Penalty: 3172.344482
	Iteration 37Q: 3 clusters Score -908558.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -908597.562500 Penalty: 3172.344482
	Iteration 38Q: 3 clusters Score -908597.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -908628.500000 Penalty: 3172.344482
	Iteration 39Q: 3 clusters Score -908628.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -908667.687500 Penalty: 3172.344482
	Iteration 40F: 3 clusters Score -908667.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -908700.875000 Penalty: 3172.344482
	Iteration 41Q: 3 clusters Score -908700.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -908734.750000 Penalty: 3172.344482
	Iteration 42Q: 3 clusters Score -908734.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -908775.125000 Penalty: 3172.344482
	Iteration 43Q: 3 clusters Score -908775.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -908821.000000 Penalty: 3172.344482
	Iteration 44Q: 3 clusters Score -908821 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -908870.312500 Penalty: 3172.344482
	Iteration 45Q: 3 clusters Score -908870.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -908922.000000 Penalty: 3172.344482
	Iteration 46Q: 3 clusters Score -908922 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -908966.187500 Penalty: 3172.344482
	Iteration 47Q: 3 clusters Score -908966.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -909011.875000 Penalty: 3172.344482
	Iteration 48Q: 3 clusters Score -909011.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -909072.937500 Penalty: 3172.344482
	Iteration 49Q: 3 clusters Score -909072.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -909137.187500 Penalty: 3172.344482
	Iteration 50Q: 3 clusters Score -909137.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -909184.312500 Penalty: 3172.344482
	Iteration 51Q: 3 clusters Score -909184.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -909226.812500 Penalty: 3172.344482
	Iteration 52Q: 3 clusters Score -909226.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -909259.312500 Penalty: 3172.344482
	Iteration 53Q: 3 clusters Score -909259.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -909281.937500 Penalty: 3172.344482
	Iteration 54Q: 3 clusters Score -909281.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -909304.625000 Penalty: 3172.344482
	Iteration 55Q: 3 clusters Score -909304.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -909309.375000 Penalty: 3172.344482
	Iteration 56Q: 3 clusters Score -909309.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -909321.500000 Penalty: 3172.344482
	Iteration 57Q: 3 clusters Score -909321.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -909333.375000 Penalty: 3172.344482
	Iteration 58Q: 3 clusters Score -909333.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -909334.437500 Penalty: 3172.344482
	Iteration 59Q: 3 clusters Score -909334.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -909342.062500 Penalty: 3172.344482
	Iteration 60F: 3 clusters Score -909342.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -909347.250000 Penalty: 3172.344482
	Iteration 61Q: 3 clusters Score -909347.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -909352.562500 Penalty: 3172.344482
	Iteration 62Q: 3 clusters Score -909352.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -909354.062500 Penalty: 3172.344482
	Iteration 63Q: 3 clusters Score -909354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -909359.625000 Penalty: 3172.344482
	Iteration 64Q: 3 clusters Score -909359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -909361.687500 Penalty: 3172.344482
	Iteration 65Q: 3 clusters Score -909361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -909361.000000 Penalty: 3172.344482
	Iteration 66Q: 3 clusters Score -909361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -909361.187500 Penalty: 3172.344482
	Iteration 67Q: 3 clusters Score -909361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -909361.437500 Penalty: 3172.344482
	Iteration 68Q: 3 clusters Score -909361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -909360.625000 Penalty: 3172.344482
	Iteration 69Q: 3 clusters Score -909360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -909362.875000 Penalty: 3172.344482
	Iteration 70Q: 3 clusters Score -909362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -909363.937500 Penalty: 3172.344482
	Iteration 71Q: 3 clusters Score -909363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -909363.312500 Penalty: 3172.344482
	Iteration 72Q: 3 clusters Score -909363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -909364.625000 Penalty: 3172.344482
	Iteration 73Q: 3 clusters Score -909364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -909365.812500 Penalty: 3172.344482
	Iteration 74Q: 3 clusters Score -909365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -909368.500000 Penalty: 3172.344482
	Iteration 75Q: 3 clusters Score -909368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -909368.000000 Penalty: 3172.344482
	Iteration 76Q: 3 clusters Score -909368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -909369.375000 Penalty: 3172.344482
	Iteration 77Q: 3 clusters Score -909369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -909372.875000 Penalty: 3172.344482
	Iteration 78Q: 3 clusters Score -909372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -909374.750000 Penalty: 3172.344482
	Iteration 79Q: 3 clusters Score -909374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -909374.625000 Penalty: 3172.344482
	Iteration 80F: 3 clusters Score -909374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -909375.812500 Penalty: 3172.344482
	Iteration 81Q: 3 clusters Score -909375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -909375.125000 Penalty: 3172.344482
	Iteration 82Q: 3 clusters Score -909375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -909377.000000 Penalty: 3172.344482
	Iteration 83Q: 3 clusters Score -909377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -909376.812500 Penalty: 3172.344482
	Iteration 84Q: 3 clusters Score -909376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -909375.062500 Penalty: 3172.344482
	Iteration 85Q: 3 clusters Score -909375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -909375.062500 Penalty: 3172.344482
	Iteration 86F: 3 clusters Score -909375.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -94249.640625 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -94249.64 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 925 members 
Entering Unmasked Estep 
Score: -92299.429688 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -92299.43 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -92698.382812 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -92698.38 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -92785.265625 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -92785.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92823.171875 Penalty: 2432.967041
	Iteration 3Q: 3 clusters Score -92823.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -92852.976562 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -92852.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -92872.828125 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -92872.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -92883.296875 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -92883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92890.843750 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -92890.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -92893.898438 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -92893.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -92897.554688 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -92897.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -92901.703125 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -92901.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -92909.164062 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -92909.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -92913.453125 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -92913.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -92918.156250 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -92918.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -92922.445312 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -92922.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -92925.742188 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -92925.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -92926.023438 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -92926.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -92926.023438 Penalty: 2432.967041
	Iteration 17F: 3 clusters Score -92926.02 nChanged 0
--- Evaluating fit on full set of 1593789 points ---
Entering Unmasked Estep 
Score: -79673776.000000 Penalty: 39452.988281
20->18 Clusters: Score -79673776.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 531263 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 26296 members 
Mstep: Class 3 contains 26663 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 26763 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 26599 members 
Mstep: Class 8 contains 26523 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 26801 members 
Mstep: Class 11 contains 26496 members 
Mstep: Class 12 contains 26639 members 
Mstep: Class 13 contains 26656 members 
Mstep: Class 14 contains 26629 members 
Mstep: Class 15 contains 26534 members 
Mstep: Class 16 contains 26311 members 
Mstep: Class 17 contains 26562 members 
Mstep: Class 18 contains 26502 members 
Mstep: Class 19 contains 26291 members 
Mstep: Class 20 contains 26732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 823.685669 but Gain 2142.238281
Score: -24609752.000000 Penalty: 40702.550781
Iteration 0F: 20 clusters Score -2.460975e+07 nChanged 499468
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 29297 members 
Mstep: Class 3 contains 34870 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 31389 members 
Mstep: Class 6 contains 19096 members 
Mstep: Class 7 contains 31415 members 
Mstep: Class 8 contains 27425 members 
Mstep: Class 9 contains 26467 members 
Mstep: Class 10 contains 26934 members 
Mstep: Class 11 contains 24018 members 
Mstep: Class 12 contains 26921 members 
Mstep: Class 13 contains 23056 members 
Mstep: Class 14 contains 20098 members 
Mstep: Class 15 contains 24167 members 
Mstep: Class 17 contains 26285 members 
Mstep: Class 18 contains 26161 members 
Mstep: Class 19 contains 23513 members 
Mstep: Class 20 contains 31281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25738916.000000 Penalty: 40702.550781
Iteration 1F: 20 clusters Score -2.573892e+07 nChanged 132330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 29654 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 34347 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 15879 members 
Mstep: Class 7 contains 33887 members 
Mstep: Class 8 contains 25063 members 
Mstep: Class 9 contains 27806 members 
Mstep: Class 10 contains 26887 members 
Mstep: Class 11 contains 20666 members 
Mstep: Class 12 contains 25387 members 
Mstep: Class 13 contains 20169 members 
Mstep: Class 14 contains 21618 members 
Mstep: Class 15 contains 22572 members 
Mstep: Class 17 contains 28292 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 22149 members 
Mstep: Class 20 contains 31123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25892588.000000 Penalty: 40702.550781
Iteration 2F: 20 clusters Score -2.589259e+07 nChanged 112590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 30971 members 
Mstep: Class 3 contains 37193 members 
Mstep: Class 4 contains 33226 members 
Mstep: Class 5 contains 32989 members 
Mstep: Class 6 contains 13467 members 
Mstep: Class 7 contains 36107 members 
Mstep: Class 8 contains 21042 members 
Mstep: Class 9 contains 27484 members 
Mstep: Class 10 contains 25276 members 
Mstep: Class 11 contains 17836 members 
Mstep: Class 12 contains 22208 members 
Mstep: Class 13 contains 17666 members 
Mstep: Class 14 contains 26668 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 17 contains 35349 members 
Mstep: Class 18 contains 22555 members 
Mstep: Class 19 contains 20759 members 
Mstep: Class 20 contains 29222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26016178.000000 Penalty: 40702.550781
Iteration 3F: 20 clusters Score -2.601618e+07 nChanged 101334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 32830 members 
Mstep: Class 3 contains 42701 members 
Mstep: Class 4 contains 31620 members 
Mstep: Class 5 contains 29762 members 
Mstep: Class 6 contains 11518 members 
Mstep: Class 7 contains 37454 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 25996 members 
Mstep: Class 10 contains 21567 members 
Mstep: Class 11 contains 15314 members 
Mstep: Class 12 contains 17374 members 
Mstep: Class 13 contains 15164 members 
Mstep: Class 14 contains 34530 members 
Mstep: Class 15 contains 18206 members 
Mstep: Class 17 contains 46326 members 
Mstep: Class 18 contains 19398 members 
Mstep: Class 19 contains 18443 members 
Mstep: Class 20 contains 26631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26120998.000000 Penalty: 40702.550781
Iteration 4F: 20 clusters Score -2.6121e+07 nChanged 91105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 33807 members 
Mstep: Class 3 contains 48492 members 
Mstep: Class 4 contains 29336 members 
Mstep: Class 5 contains 24639 members 
Mstep: Class 6 contains 10053 members 
Mstep: Class 7 contains 38475 members 
Mstep: Class 8 contains 12827 members 
Mstep: Class 9 contains 23697 members 
Mstep: Class 10 contains 16756 members 
Mstep: Class 11 contains 12761 members 
Mstep: Class 12 contains 12304 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 42750 members 
Mstep: Class 15 contains 16159 members 
Mstep: Class 17 contains 58525 members 
Mstep: Class 18 contains 15748 members 
Mstep: Class 19 contains 14794 members 
Mstep: Class 20 contains 24275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26207886.000000 Penalty: 40702.550781
Iteration 5F: 20 clusters Score -2.620789e+07 nChanged 81235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 32192 members 
Mstep: Class 3 contains 52878 members 
Mstep: Class 4 contains 26581 members 
Mstep: Class 5 contains 18947 members 
Mstep: Class 6 contains 9091 members 
Mstep: Class 7 contains 40304 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 20234 members 
Mstep: Class 10 contains 11907 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 8935 members 
Mstep: Class 14 contains 48735 members 
Mstep: Class 15 contains 14062 members 
Mstep: Class 17 contains 70710 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 20 contains 22169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26280170.000000 Penalty: 40702.550781
Iteration 6F: 20 clusters Score -2.628017e+07 nChanged 70431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 27395 members 
Mstep: Class 3 contains 55355 members 
Mstep: Class 4 contains 23810 members 
Mstep: Class 5 contains 13332 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 43054 members 
Mstep: Class 8 contains 8933 members 
Mstep: Class 9 contains 15788 members 
Mstep: Class 10 contains 7724 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 52171 members 
Mstep: Class 15 contains 12182 members 
Mstep: Class 17 contains 82119 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 20587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26342518.000000 Penalty: 40702.550781
Iteration 7F: 20 clusters Score -2.634252e+07 nChanged 58543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 150545 members 
Mstep: Class 2 contains 20863 members 
Mstep: Class 3 contains 55989 members 
Mstep: Class 4 contains 21017 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 7651 members 
Mstep: Class 7 contains 45748 members 
Mstep: Class 8 contains 7944 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 53708 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 17 contains 91739 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 19174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26395380.000000 Penalty: 40702.550781
Iteration 8F: 20 clusters Score -2.639538e+07 nChanged 45891
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 14763 members 
Mstep: Class 3 contains 55122 members 
Mstep: Class 4 contains 18382 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 48365 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 8145 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 53947 members 
Mstep: Class 15 contains 10842 members 
Mstep: Class 17 contains 99002 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1552.973267 but Gain 2142.242188
Score: -26435688.000000 Penalty: 38560.308594
Iteration 9F: 19 clusters Score -2.643569e+07 nChanged 34890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 10385 members 
Mstep: Class 3 contains 53554 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 50739 members 
Mstep: Class 8 contains 6416 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 10 contains 1427 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 53545 members 
Mstep: Class 15 contains 11420 members 
Mstep: Class 17 contains 104528 members 
Mstep: Class 18 contains 2144 members 
Mstep: Class 20 contains 16626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1088.473511 but Gain 2142.238281
Score: -26465650.000000 Penalty: 36418.070312
Iteration 10F: 18 clusters Score -2.646565e+07 nChanged 24413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 190712 members 
Mstep: Class 2 contains 7716 members 
Mstep: Class 3 contains 52103 members 
Mstep: Class 4 contains 14440 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 52650 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 52893 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 17 contains 107826 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 20 contains 15804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1238.354736 but Gain 2142.238281
Score: -26484580.000000 Penalty: 34275.832031
Iteration 11Q: 17 clusters Score -2.648458e+07 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195218 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 50537 members 
Mstep: Class 4 contains 13119 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 54157 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 2155 members 
Mstep: Class 14 contains 52147 members 
Mstep: Class 15 contains 13123 members 
Mstep: Class 17 contains 109974 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 20 contains 15294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1411.660400 but Gain 2142.240234
Score: -26496242.000000 Penalty: 32133.591797
Iteration 12Q: 16 clusters Score -2.649624e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198041 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 49364 members 
Mstep: Class 4 contains 12237 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 55409 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 12 contains 1123 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 51409 members 
Mstep: Class 15 contains 13641 members 
Mstep: Class 17 contains 111005 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 20 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1390.168457 but Gain 2142.240234
Score: -26503720.000000 Penalty: 29991.351562
Iteration 13Q: 15 clusters Score -2.650372e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199810 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 48453 members 
Mstep: Class 4 contains 11496 members 
Mstep: Class 6 contains 3704 members 
Mstep: Class 7 contains 56310 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 6179 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 50696 members 
Mstep: Class 15 contains 14051 members 
Mstep: Class 17 contains 111875 members 
Mstep: Class 20 contains 14832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508374.000000 Penalty: 29991.351562
Iteration 14Q: 15 clusters Score -2.650837e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 47678 members 
Mstep: Class 4 contains 10928 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 56972 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 6497 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 50078 members 
Mstep: Class 15 contains 14405 members 
Mstep: Class 17 contains 112183 members 
Mstep: Class 20 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26510918.000000 Penalty: 29991.351562
Iteration 15Q: 15 clusters Score -2.651092e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201322 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 57525 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 6840 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 49547 members 
Mstep: Class 15 contains 14681 members 
Mstep: Class 17 contains 112322 members 
Mstep: Class 20 contains 14632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26512976.000000 Penalty: 29991.351562
Iteration 16Q: 15 clusters Score -2.651298e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201631 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 46552 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 57940 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 49075 members 
Mstep: Class 15 contains 14914 members 
Mstep: Class 17 contains 112430 members 
Mstep: Class 20 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514220.000000 Penalty: 29991.351562
Iteration 17Q: 15 clusters Score -2.651422e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201824 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 46141 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 58261 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 48652 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 17 contains 112440 members 
Mstep: Class 20 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515242.000000 Penalty: 29991.351562
Iteration 18Q: 15 clusters Score -2.651524e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201890 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 45793 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 58535 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 7829 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 48308 members 
Mstep: Class 15 contains 15315 members 
Mstep: Class 17 contains 112457 members 
Mstep: Class 20 contains 14586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516068.000000 Penalty: 29991.351562
Iteration 19Q: 15 clusters Score -2.651607e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201899 members 
Mstep: Class 2 contains 3839 members 
Mstep: Class 3 contains 45520 members 
Mstep: Class 4 contains 9563 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 58756 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 8138 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 47997 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 17 contains 112478 members 
Mstep: Class 20 contains 14612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516816.000000 Penalty: 29991.351562
Iteration 20F: 15 clusters Score -2.651682e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201779 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 45290 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 58950 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 47707 members 
Mstep: Class 15 contains 15585 members 
Mstep: Class 17 contains 112456 members 
Mstep: Class 20 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26517562.000000 Penalty: 29991.351562
Iteration 21Q: 15 clusters Score -2.651756e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201600 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 3 contains 45076 members 
Mstep: Class 4 contains 9292 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 59152 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 3798 members 
Mstep: Class 14 contains 47459 members 
Mstep: Class 15 contains 15693 members 
Mstep: Class 17 contains 112464 members 
Mstep: Class 20 contains 14564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518188.000000 Penalty: 29991.351562
Iteration 22Q: 15 clusters Score -2.651819e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201376 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 44875 members 
Mstep: Class 4 contains 9165 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 59337 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 47259 members 
Mstep: Class 15 contains 15784 members 
Mstep: Class 17 contains 112461 members 
Mstep: Class 20 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518452.000000 Penalty: 29991.351562
Iteration 23Q: 15 clusters Score -2.651845e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 201149 members 
Mstep: Class 2 contains 3421 members 
Mstep: Class 3 contains 44726 members 
Mstep: Class 4 contains 9040 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 59503 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 47062 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 17 contains 112484 members 
Mstep: Class 20 contains 14554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518764.000000 Penalty: 29991.351562
Iteration 24Q: 15 clusters Score -2.651876e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 200891 members 
Mstep: Class 2 contains 3322 members 
Mstep: Class 3 contains 44581 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 59649 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 12 contains 3656 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 46893 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 17 contains 112542 members 
Mstep: Class 20 contains 14564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519050.000000 Penalty: 29991.351562
Iteration 25Q: 15 clusters Score -2.651905e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 200670 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 44442 members 
Mstep: Class 4 contains 8844 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 59758 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 12 contains 3813 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 46759 members 
Mstep: Class 15 contains 16017 members 
Mstep: Class 17 contains 112599 members 
Mstep: Class 20 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519322.000000 Penalty: 29991.351562
Iteration 26Q: 15 clusters Score -2.651932e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 200451 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 44343 members 
Mstep: Class 4 contains 8777 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 59845 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 46626 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 17 contains 112656 members 
Mstep: Class 20 contains 14584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519714.000000 Penalty: 29991.351562
Iteration 27Q: 15 clusters Score -2.651971e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 200249 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 44223 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 59897 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 10346 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 46529 members 
Mstep: Class 15 contains 16126 members 
Mstep: Class 17 contains 112734 members 
Mstep: Class 20 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520016.000000 Penalty: 29991.351562
Iteration 28Q: 15 clusters Score -2.652002e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 200074 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 44083 members 
Mstep: Class 4 contains 8643 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 59953 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 46424 members 
Mstep: Class 15 contains 16171 members 
Mstep: Class 17 contains 112824 members 
Mstep: Class 20 contains 14590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520288.000000 Penalty: 29991.351562
Iteration 29Q: 15 clusters Score -2.652029e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199914 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 43942 members 
Mstep: Class 4 contains 8594 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 60002 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 10750 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 46323 members 
Mstep: Class 15 contains 16208 members 
Mstep: Class 17 contains 112939 members 
Mstep: Class 20 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520572.000000 Penalty: 29991.351562
Iteration 30Q: 15 clusters Score -2.652057e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199746 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 43823 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 60064 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 10955 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 16238 members 
Mstep: Class 17 contains 113055 members 
Mstep: Class 20 contains 14592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520822.000000 Penalty: 29991.351562
Iteration 31Q: 15 clusters Score -2.652082e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199578 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 43725 members 
Mstep: Class 4 contains 8514 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 60100 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 46084 members 
Mstep: Class 15 contains 16270 members 
Mstep: Class 17 contains 113183 members 
Mstep: Class 20 contains 14599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521164.000000 Penalty: 29991.351562
Iteration 32Q: 15 clusters Score -2.652116e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199414 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 43640 members 
Mstep: Class 4 contains 8480 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 60110 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 4478 members 
Mstep: Class 14 contains 45970 members 
Mstep: Class 15 contains 16310 members 
Mstep: Class 17 contains 113285 members 
Mstep: Class 20 contains 14611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521502.000000 Penalty: 29991.351562
Iteration 33Q: 15 clusters Score -2.65215e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199257 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 43547 members 
Mstep: Class 4 contains 8457 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 60108 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 11523 members 
Mstep: Class 12 contains 4604 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 45850 members 
Mstep: Class 15 contains 16351 members 
Mstep: Class 17 contains 113347 members 
Mstep: Class 20 contains 14625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521944.000000 Penalty: 29991.351562
Iteration 34Q: 15 clusters Score -2.652194e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 199081 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 43481 members 
Mstep: Class 4 contains 8437 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 60104 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 11682 members 
Mstep: Class 12 contains 4689 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 45702 members 
Mstep: Class 15 contains 16399 members 
Mstep: Class 17 contains 113449 members 
Mstep: Class 20 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522500.000000 Penalty: 29991.351562
Iteration 35Q: 15 clusters Score -2.65225e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198947 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 43420 members 
Mstep: Class 4 contains 8418 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 60092 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 12 contains 4760 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 45576 members 
Mstep: Class 15 contains 16442 members 
Mstep: Class 17 contains 113536 members 
Mstep: Class 20 contains 14606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522874.000000 Penalty: 29991.351562
Iteration 36Q: 15 clusters Score -2.652287e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198802 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 43349 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 60078 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 12003 members 
Mstep: Class 12 contains 4838 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 45479 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 17 contains 113617 members 
Mstep: Class 20 contains 14583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523146.000000 Penalty: 29991.351562
Iteration 37Q: 15 clusters Score -2.652315e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198684 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 43288 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 60075 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 12147 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 45380 members 
Mstep: Class 15 contains 16497 members 
Mstep: Class 17 contains 113689 members 
Mstep: Class 20 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523266.000000 Penalty: 29991.351562
Iteration 38Q: 15 clusters Score -2.652327e+07 nChanged 798
Entering ConstructFrom: 
Score: -26523266.000000 Penalty: 29991.351562
Entering ConstructFrom: 
Trying to split cluster 1 (198579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Entering Unmasked Estep 
Score: -10372534.000000 Penalty: 1982.328125
	Iteration 0F: 2 clusters Score -1.037253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -10238814.000000 Penalty: 3964.656250
	Iteration 0F: 3 clusters Score -1.023881e+07 nChanged 96176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -10296599.000000 Penalty: 3964.656250
	Iteration 1F: 3 clusters Score -1.02966e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -10297843.000000 Penalty: 3964.656250
	Iteration 2Q: 3 clusters Score -1.029784e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -10299761.000000 Penalty: 3964.656250
	Iteration 3Q: 3 clusters Score -1.029976e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -10302549.000000 Penalty: 3964.656250
	Iteration 4Q: 3 clusters Score -1.030255e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -10306153.000000 Penalty: 3964.656250
	Iteration 5Q: 3 clusters Score -1.030615e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -10310929.000000 Penalty: 3964.656250
	Iteration 6Q: 3 clusters Score -1.031093e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -10316969.000000 Penalty: 3964.656250
	Iteration 7F: 3 clusters Score -1.031697e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -10323794.000000 Penalty: 3964.656250
	Iteration 8F: 3 clusters Score -1.032379e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -10330993.000000 Penalty: 3964.656250
	Iteration 9F: 3 clusters Score -1.033099e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 105586 members 
Entering Unmasked Estep 
Score: -10337364.000000 Penalty: 3964.656250
	Iteration 10F: 3 clusters Score -1.033736e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -10341745.000000 Penalty: 3964.656250
	Iteration 11Q: 3 clusters Score -1.034174e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -10343820.000000 Penalty: 3964.656250
	Iteration 12Q: 3 clusters Score -1.034382e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -10344936.000000 Penalty: 3964.656250
	Iteration 13Q: 3 clusters Score -1.034494e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -10345781.000000 Penalty: 3964.656250
	Iteration 14Q: 3 clusters Score -1.034578e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -10346672.000000 Penalty: 3964.656250
	Iteration 15Q: 3 clusters Score -1.034667e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -10347546.000000 Penalty: 3964.656250
	Iteration 16Q: 3 clusters Score -1.034755e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -10348378.000000 Penalty: 3964.656250
	Iteration 17Q: 3 clusters Score -1.034838e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -10349135.000000 Penalty: 3964.656250
	Iteration 18Q: 3 clusters Score -1.034914e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -10349819.000000 Penalty: 3964.656250
	Iteration 19Q: 3 clusters Score -1.034982e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -10350306.000000 Penalty: 3964.656250
	Iteration 20F: 3 clusters Score -1.035031e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -10350754.000000 Penalty: 3964.656250
	Iteration 21Q: 3 clusters Score -1.035075e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -10351131.000000 Penalty: 3964.656250
	Iteration 22Q: 3 clusters Score -1.035113e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -10351526.000000 Penalty: 3964.656250
	Iteration 23Q: 3 clusters Score -1.035153e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115146 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -10351821.000000 Penalty: 3964.656250
	Iteration 24Q: 3 clusters Score -1.035182e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -10352218.000000 Penalty: 3964.656250
	Iteration 25Q: 3 clusters Score -1.035222e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118673 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -10352556.000000 Penalty: 3964.656250
	Iteration 26Q: 3 clusters Score -1.035256e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120431 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -10352831.000000 Penalty: 3964.656250
	Iteration 27Q: 3 clusters Score -1.035283e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -10353093.000000 Penalty: 3964.656250
	Iteration 28Q: 3 clusters Score -1.035309e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -10353361.000000 Penalty: 3964.656250
	Iteration 29Q: 3 clusters Score -1.035336e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -10353671.000000 Penalty: 3964.656250
	Iteration 30Q: 3 clusters Score -1.035367e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -10353899.000000 Penalty: 3964.656250
	Iteration 31Q: 3 clusters Score -1.03539e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129287 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -10354130.000000 Penalty: 3964.656250
	Iteration 32Q: 3 clusters Score -1.035413e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -10354528.000000 Penalty: 3964.656250
	Iteration 33Q: 3 clusters Score -1.035453e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -10354840.000000 Penalty: 3964.656250
	Iteration 34Q: 3 clusters Score -1.035484e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -10355100.000000 Penalty: 3964.656250
	Iteration 35Q: 3 clusters Score -1.03551e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136517 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -10355334.000000 Penalty: 3964.656250
	Iteration 36Q: 3 clusters Score -1.035533e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -10355686.000000 Penalty: 3964.656250
	Iteration 37Q: 3 clusters Score -1.035569e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -10356009.000000 Penalty: 3964.656250
	Iteration 38Q: 3 clusters Score -1.035601e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -10356388.000000 Penalty: 3964.656250
	Iteration 39Q: 3 clusters Score -1.035639e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -10356713.000000 Penalty: 3964.656250
	Iteration 40F: 3 clusters Score -1.035671e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -10356975.000000 Penalty: 3964.656250
	Iteration 41Q: 3 clusters Score -1.035698e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -10357257.000000 Penalty: 3964.656250
	Iteration 42Q: 3 clusters Score -1.035726e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148745 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -10357554.000000 Penalty: 3964.656250
	Iteration 43Q: 3 clusters Score -1.035755e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150479 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -10357826.000000 Penalty: 3964.656250
	Iteration 44Q: 3 clusters Score -1.035783e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -10358179.000000 Penalty: 3964.656250
	Iteration 45Q: 3 clusters Score -1.035818e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -10358621.000000 Penalty: 3964.656250
	Iteration 46Q: 3 clusters Score -1.035862e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -10358933.000000 Penalty: 3964.656250
	Iteration 47Q: 3 clusters Score -1.035893e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10359272.000000 Penalty: 3964.656250
	Iteration 48Q: 3 clusters Score -1.035927e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158936 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -10359595.000000 Penalty: 3964.656250
	Iteration 49Q: 3 clusters Score -1.03596e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160588 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -10359907.000000 Penalty: 3964.656250
	Iteration 50Q: 3 clusters Score -1.035991e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162197 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -10360309.000000 Penalty: 3964.656250
	Iteration 51Q: 3 clusters Score -1.036031e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -10360735.000000 Penalty: 3964.656250
	Iteration 52Q: 3 clusters Score -1.036074e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -10361154.000000 Penalty: 3964.656250
	Iteration 53Q: 3 clusters Score -1.036115e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167119 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -10361578.000000 Penalty: 3964.656250
	Iteration 54Q: 3 clusters Score -1.036158e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168770 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -10362027.000000 Penalty: 3964.656250
	Iteration 55Q: 3 clusters Score -1.036203e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -10362495.000000 Penalty: 3964.656250
	Iteration 56Q: 3 clusters Score -1.03625e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -10362972.000000 Penalty: 3964.656250
	Iteration 57Q: 3 clusters Score -1.036297e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -10363549.000000 Penalty: 3964.656250
	Iteration 58Q: 3 clusters Score -1.036355e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175482 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -10364056.000000 Penalty: 3964.656250
	Iteration 59Q: 3 clusters Score -1.036406e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -10364667.000000 Penalty: 3964.656250
	Iteration 60F: 3 clusters Score -1.036467e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178732 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -10365180.000000 Penalty: 3964.656250
	Iteration 61Q: 3 clusters Score -1.036518e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180339 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -10365735.000000 Penalty: 3964.656250
	Iteration 62Q: 3 clusters Score -1.036574e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -10366300.000000 Penalty: 3964.656250
	Iteration 63Q: 3 clusters Score -1.03663e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183249 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -10366650.000000 Penalty: 3964.656250
	Iteration 64Q: 3 clusters Score -1.036665e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184568 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -10367058.000000 Penalty: 3964.656250
	Iteration 65Q: 3 clusters Score -1.036706e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185803 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -10367449.000000 Penalty: 3964.656250
	Iteration 66Q: 3 clusters Score -1.036745e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186965 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -10367795.000000 Penalty: 3964.656250
	Iteration 67Q: 3 clusters Score -1.03678e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188051 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -10368211.000000 Penalty: 3964.656250
	Iteration 68Q: 3 clusters Score -1.036821e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189052 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -10368506.000000 Penalty: 3964.656250
	Iteration 69Q: 3 clusters Score -1.036851e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189972 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -10368768.000000 Penalty: 3964.656250
	Iteration 70Q: 3 clusters Score -1.036877e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190798 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -10369022.000000 Penalty: 3964.656250
	Iteration 71Q: 3 clusters Score -1.036902e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191504 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -10369246.000000 Penalty: 3964.656250
	Iteration 72Q: 3 clusters Score -1.036925e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192137 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -10369403.000000 Penalty: 3964.656250
	Iteration 73Q: 3 clusters Score -1.03694e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -10369549.000000 Penalty: 3964.656250
	Iteration 74Q: 3 clusters Score -1.036955e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193272 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -10369741.000000 Penalty: 3964.656250
	Iteration 75Q: 3 clusters Score -1.036974e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193764 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -10369894.000000 Penalty: 3964.656250
	Iteration 76Q: 3 clusters Score -1.036989e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -10370047.000000 Penalty: 3964.656250
	Iteration 77Q: 3 clusters Score -1.037005e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194565 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -10370155.000000 Penalty: 3964.656250
	Iteration 78Q: 3 clusters Score -1.037016e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194887 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -10370254.000000 Penalty: 3964.656250
	Iteration 79Q: 3 clusters Score -1.037025e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195169 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -10370357.000000 Penalty: 3964.656250
	Iteration 80F: 3 clusters Score -1.037036e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195403 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10370397.000000 Penalty: 3964.656250
	Iteration 81Q: 3 clusters Score -1.03704e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195613 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -10370459.000000 Penalty: 3964.656250
	Iteration 82Q: 3 clusters Score -1.037046e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195803 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10370471.000000 Penalty: 3964.656250
	Iteration 83Q: 3 clusters Score -1.037047e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10370510.000000 Penalty: 3964.656250
	Iteration 84Q: 3 clusters Score -1.037051e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196084 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10370562.000000 Penalty: 3964.656250
	Iteration 85Q: 3 clusters Score -1.037056e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196205 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10370576.000000 Penalty: 3964.656250
	Iteration 86Q: 3 clusters Score -1.037058e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196331 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -10370638.000000 Penalty: 3964.656250
	Iteration 87Q: 3 clusters Score -1.037064e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196423 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10370661.000000 Penalty: 3964.656250
	Iteration 88Q: 3 clusters Score -1.037066e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196505 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10370681.000000 Penalty: 3964.656250
	Iteration 89Q: 3 clusters Score -1.037068e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196572 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10370700.000000 Penalty: 3964.656250
	Iteration 90Q: 3 clusters Score -1.03707e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196624 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10370727.000000 Penalty: 3964.656250
	Iteration 91Q: 3 clusters Score -1.037073e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10370714.000000 Penalty: 3964.656250
	Iteration 92Q: 3 clusters Score -1.037071e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196731 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10370728.000000 Penalty: 3964.656250
	Iteration 93Q: 3 clusters Score -1.037073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196777 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10370741.000000 Penalty: 3964.656250
	Iteration 94Q: 3 clusters Score -1.037074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196825 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10370754.000000 Penalty: 3964.656250
	Iteration 95Q: 3 clusters Score -1.037075e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10370760.000000 Penalty: 3964.656250
	Iteration 96Q: 3 clusters Score -1.037076e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196931 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10370801.000000 Penalty: 3964.656250
	Iteration 97Q: 3 clusters Score -1.03708e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196985 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10370825.000000 Penalty: 3964.656250
	Iteration 98Q: 3 clusters Score -1.037082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197029 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10370839.000000 Penalty: 3964.656250
	Iteration 99Q: 3 clusters Score -1.037084e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10370847.000000 Penalty: 3964.656250
	Iteration 100F: 3 clusters Score -1.037085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197101 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10370859.000000 Penalty: 3964.656250
	Iteration 101Q: 3 clusters Score -1.037086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10370882.000000 Penalty: 3964.656250
	Iteration 102Q: 3 clusters Score -1.037088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197153 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10370890.000000 Penalty: 3964.656250
	Iteration 103Q: 3 clusters Score -1.037089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197175 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10370896.000000 Penalty: 3964.656250
	Iteration 104Q: 3 clusters Score -1.03709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197199 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10370898.000000 Penalty: 3964.656250
	Iteration 105Q: 3 clusters Score -1.03709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197215 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10370905.000000 Penalty: 3964.656250
	Iteration 106Q: 3 clusters Score -1.03709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197234 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10370909.000000 Penalty: 3964.656250
	Iteration 107Q: 3 clusters Score -1.037091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197247 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10370917.000000 Penalty: 3964.656250
	Iteration 108Q: 3 clusters Score -1.037092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10370930.000000 Penalty: 3964.656250
	Iteration 109Q: 3 clusters Score -1.037093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197279 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10370938.000000 Penalty: 3964.656250
	Iteration 110Q: 3 clusters Score -1.037094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197291 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10370945.000000 Penalty: 3964.656250
	Iteration 111Q: 3 clusters Score -1.037094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197297 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10370957.000000 Penalty: 3964.656250
	Iteration 112Q: 3 clusters Score -1.037096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10370944.000000 Penalty: 3964.656250
	Iteration 113Q: 3 clusters Score -1.037094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197313 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10370955.000000 Penalty: 3964.656250
	Iteration 114Q: 3 clusters Score -1.037096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197325 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10370960.000000 Penalty: 3964.656250
	Iteration 115Q: 3 clusters Score -1.037096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197331 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10370950.000000 Penalty: 3964.656250
	Iteration 116Q: 3 clusters Score -1.037095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197335 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10370954.000000 Penalty: 3964.656250
	Iteration 117Q: 3 clusters Score -1.037095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197341 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10370955.000000 Penalty: 3964.656250
	Iteration 118Q: 3 clusters Score -1.037096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197348 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10370968.000000 Penalty: 3964.656250
	Iteration 119Q: 3 clusters Score -1.037097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197354 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10370977.000000 Penalty: 3964.656250
	Iteration 120F: 3 clusters Score -1.037098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197356 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10370976.000000 Penalty: 3964.656250
	Iteration 121Q: 3 clusters Score -1.037098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197363 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10370977.000000 Penalty: 3964.656250
	Iteration 122Q: 3 clusters Score -1.037098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197365 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10370984.000000 Penalty: 3964.656250
	Iteration 123Q: 3 clusters Score -1.037098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197370 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10370989.000000 Penalty: 3964.656250
	Iteration 124Q: 3 clusters Score -1.037099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197372 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10370986.000000 Penalty: 3964.656250
	Iteration 125Q: 3 clusters Score -1.037099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197377 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10370983.000000 Penalty: 3964.656250
	Iteration 126Q: 3 clusters Score -1.037098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197379 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10370985.000000 Penalty: 3964.656250
	Iteration 127Q: 3 clusters Score -1.037098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197380 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10370982.000000 Penalty: 3964.656250
	Iteration 128Q: 3 clusters Score -1.037098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197380 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10370975.000000 Penalty: 3964.656250
	Iteration 129Q: 3 clusters Score -1.037098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197381 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10370974.000000 Penalty: 3964.656250
	Iteration 130Q: 3 clusters Score -1.037097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197382 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10370973.000000 Penalty: 3964.656250
	Iteration 131Q: 3 clusters Score -1.037097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197382 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10370974.000000 Penalty: 3964.656250
	Iteration 132Q: 3 clusters Score -1.037097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197383 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10370973.000000 Penalty: 3964.656250
	Iteration 133Q: 3 clusters Score -1.037097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197388 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10370982.000000 Penalty: 3964.656250
	Iteration 134Q: 3 clusters Score -1.037098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197390 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10370980.000000 Penalty: 3964.656250
	Iteration 135Q: 3 clusters Score -1.037098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197389 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10370984.000000 Penalty: 3964.656250
	Iteration 136Q: 3 clusters Score -1.037098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197389 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10370984.000000 Penalty: 3964.656250
	Iteration 137F: 3 clusters Score -1.037098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -131918.953125 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -131919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -129535.929688 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -129535.9 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -130046.070312 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -130046.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -130157.679688 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -130157.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -130219.812500 Penalty: 2539.679932
	Iteration 3Q: 3 clusters Score -130219.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -130266.835938 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -130266.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -130303.382812 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -130303.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -130331.156250 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -130331.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -130354.671875 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -130354.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -130370.554688 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -130370.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -130382.203125 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -130382.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -130396.539062 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -130396.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -130406.312500 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -130406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -130416.070312 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -130416.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -130427.992188 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -130428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -130436.453125 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -130436.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -130444.093750 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -130444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -130452.320312 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -130452.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -130460.523438 Penalty: 2539.679932
	Iteration 17Q: 3 clusters Score -130460.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -130467.171875 Penalty: 2539.679932
	Iteration 18Q: 3 clusters Score -130467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -130471.679688 Penalty: 2539.679932
	Iteration 19Q: 3 clusters Score -130471.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -130477.835938 Penalty: 2539.679932
	Iteration 20F: 3 clusters Score -130477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -130482.726562 Penalty: 2539.679932
	Iteration 21Q: 3 clusters Score -130482.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -130488.367188 Penalty: 2539.679932
	Iteration 22Q: 3 clusters Score -130488.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -130492.171875 Penalty: 2539.679932
	Iteration 23Q: 3 clusters Score -130492.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -130495.656250 Penalty: 2539.679932
	Iteration 24Q: 3 clusters Score -130495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -130497.132812 Penalty: 2539.679932
	Iteration 25Q: 3 clusters Score -130497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -130498.085938 Penalty: 2539.679932
	Iteration 26Q: 3 clusters Score -130498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -130500.445312 Penalty: 2539.679932
	Iteration 27Q: 3 clusters Score -130500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -130503.085938 Penalty: 2539.679932
	Iteration 28Q: 3 clusters Score -130503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -130504.101562 Penalty: 2539.679932
	Iteration 29Q: 3 clusters Score -130504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -130504.835938 Penalty: 2539.679932
	Iteration 30Q: 3 clusters Score -130504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -130505.796875 Penalty: 2539.679932
	Iteration 31Q: 3 clusters Score -130505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -130506.484375 Penalty: 2539.679932
	Iteration 32Q: 3 clusters Score -130506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -130507.460938 Penalty: 2539.679932
	Iteration 33Q: 3 clusters Score -130507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -130507.500000 Penalty: 2539.679932
	Iteration 34Q: 3 clusters Score -130507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -130508.085938 Penalty: 2539.679932
	Iteration 35Q: 3 clusters Score -130508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -130508.789062 Penalty: 2539.679932
	Iteration 36Q: 3 clusters Score -130508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -130509.273438 Penalty: 2539.679932
	Iteration 37Q: 3 clusters Score -130509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -130510.046875 Penalty: 2539.679932
	Iteration 38Q: 3 clusters Score -130510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -130510.593750 Penalty: 2539.679932
	Iteration 39Q: 3 clusters Score -130510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -130511.531250 Penalty: 2539.679932
	Iteration 40F: 3 clusters Score -130511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -130511.789062 Penalty: 2539.679932
	Iteration 41Q: 3 clusters Score -130511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -130512.648438 Penalty: 2539.679932
	Iteration 42Q: 3 clusters Score -130512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -130513.898438 Penalty: 2539.679932
	Iteration 43Q: 3 clusters Score -130513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -130514.070312 Penalty: 2539.679932
	Iteration 44Q: 3 clusters Score -130514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -130514.070312 Penalty: 2539.679932
	Iteration 45F: 3 clusters Score -130514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Entering Unmasked Estep 
Score: -2234523.750000 Penalty: 1734.579712
	Iteration 0F: 2 clusters Score -2234524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2205697.250000 Penalty: 3469.159424
	Iteration 0F: 3 clusters Score -2205697 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2216815.000000 Penalty: 3469.159424
	Iteration 1F: 3 clusters Score -2216815 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2217222.250000 Penalty: 3469.159424
	Iteration 2Q: 3 clusters Score -2217222 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2217736.000000 Penalty: 3469.159424
	Iteration 3Q: 3 clusters Score -2217736 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2218478.000000 Penalty: 3469.159424
	Iteration 4Q: 3 clusters Score -2218478 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2219624.250000 Penalty: 3469.159424
	Iteration 5F: 3 clusters Score -2219624 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2221451.750000 Penalty: 3469.159424
	Iteration 6F: 3 clusters Score -2221452 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2224264.000000 Penalty: 3469.159424
	Iteration 7F: 3 clusters Score -2224264 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2227638.500000 Penalty: 3469.159424
	Iteration 8F: 3 clusters Score -2227638 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2230355.750000 Penalty: 3469.159424
	Iteration 9F: 3 clusters Score -2230356 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2231853.250000 Penalty: 3469.159424
	Iteration 10Q: 3 clusters Score -2231853 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2232666.000000 Penalty: 3469.159424
	Iteration 11Q: 3 clusters Score -2232666 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2233271.500000 Penalty: 3469.159424
	Iteration 12Q: 3 clusters Score -2233272 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2233839.000000 Penalty: 3469.159424
	Iteration 13Q: 3 clusters Score -2233839 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2234153.000000 Penalty: 3469.159424
	Iteration 14Q: 3 clusters Score -2234153 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2234355.250000 Penalty: 3469.159424
	Iteration 15Q: 3 clusters Score -2234355 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2234510.750000 Penalty: 3469.159424
	Iteration 16Q: 3 clusters Score -2234511 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2234664.500000 Penalty: 3469.159424
	Iteration 17Q: 3 clusters Score -2234664 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2234784.500000 Penalty: 3469.159424
	Iteration 18Q: 3 clusters Score -2234784 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2234922.250000 Penalty: 3469.159424
	Iteration 19Q: 3 clusters Score -2234922 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2235064.250000 Penalty: 3469.159424
	Iteration 20F: 3 clusters Score -2235064 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2235228.250000 Penalty: 3469.159424
	Iteration 21Q: 3 clusters Score -2235228 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2235367.250000 Penalty: 3469.159424
	Iteration 22Q: 3 clusters Score -2235367 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2235489.250000 Penalty: 3469.159424
	Iteration 23Q: 3 clusters Score -2235489 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2235604.750000 Penalty: 3469.159424
	Iteration 24Q: 3 clusters Score -2235605 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2235698.250000 Penalty: 3469.159424
	Iteration 25Q: 3 clusters Score -2235698 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2235803.250000 Penalty: 3469.159424
	Iteration 26Q: 3 clusters Score -2235803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2235882.750000 Penalty: 3469.159424
	Iteration 27Q: 3 clusters Score -2235883 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2235963.000000 Penalty: 3469.159424
	Iteration 28Q: 3 clusters Score -2235963 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2236015.750000 Penalty: 3469.159424
	Iteration 29Q: 3 clusters Score -2236016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2236055.750000 Penalty: 3469.159424
	Iteration 30Q: 3 clusters Score -2236056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2236091.000000 Penalty: 3469.159424
	Iteration 31Q: 3 clusters Score -2236091 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2236099.750000 Penalty: 3469.159424
	Iteration 32Q: 3 clusters Score -2236100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2236128.250000 Penalty: 3469.159424
	Iteration 33Q: 3 clusters Score -2236128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2236141.000000 Penalty: 3469.159424
	Iteration 34Q: 3 clusters Score -2236141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2236161.000000 Penalty: 3469.159424
	Iteration 35Q: 3 clusters Score -2236161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2236167.500000 Penalty: 3469.159424
	Iteration 36Q: 3 clusters Score -2236168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2236178.250000 Penalty: 3469.159424
	Iteration 37Q: 3 clusters Score -2236178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2236186.000000 Penalty: 3469.159424
	Iteration 38Q: 3 clusters Score -2236186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2236187.750000 Penalty: 3469.159424
	Iteration 39Q: 3 clusters Score -2236188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2236186.500000 Penalty: 3469.159424
	Iteration 40F: 3 clusters Score -2236186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2236189.750000 Penalty: 3469.159424
	Iteration 41Q: 3 clusters Score -2236190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2236195.000000 Penalty: 3469.159424
	Iteration 42Q: 3 clusters Score -2236195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2236195.500000 Penalty: 3469.159424
	Iteration 43Q: 3 clusters Score -2236196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2236202.250000 Penalty: 3469.159424
	Iteration 44Q: 3 clusters Score -2236202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2236204.250000 Penalty: 3469.159424
	Iteration 45Q: 3 clusters Score -2236204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2236202.750000 Penalty: 3469.159424
	Iteration 46Q: 3 clusters Score -2236203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2236200.750000 Penalty: 3469.159424
	Iteration 47Q: 3 clusters Score -2236201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2236197.500000 Penalty: 3469.159424
	Iteration 48Q: 3 clusters Score -2236198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2236199.000000 Penalty: 3469.159424
	Iteration 49Q: 3 clusters Score -2236199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2236197.000000 Penalty: 3469.159424
	Iteration 50Q: 3 clusters Score -2236197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2236196.000000 Penalty: 3469.159424
	Iteration 51Q: 3 clusters Score -2236196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2236200.500000 Penalty: 3469.159424
	Iteration 52Q: 3 clusters Score -2236200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2236198.250000 Penalty: 3469.159424
	Iteration 53Q: 3 clusters Score -2236198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2236198.250000 Penalty: 3469.159424
	Iteration 54F: 3 clusters Score -2236198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 37297 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 60079 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 45307 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 17 contains 113749 members 
Mstep: Class 20 contains 14536 members 
Entering Unmasked Estep 
Score: -26524648.000000 Penalty: 32133.591797
Splitting cluster 3 changes total score from -26523266.000000 to -26524648.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -413683.656250 Penalty: 1467.785889
	Iteration 0F: 2 clusters Score -413683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -407582.750000 Penalty: 2935.571777
	Iteration 0F: 3 clusters Score -407582.8 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -409865.781250 Penalty: 2935.571777
	Iteration 1F: 3 clusters Score -409865.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -410708.531250 Penalty: 2935.571777
	Iteration 2F: 3 clusters Score -410708.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -411627.375000 Penalty: 2935.571777
	Iteration 3F: 3 clusters Score -411627.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -412340.562500 Penalty: 2935.571777
	Iteration 4F: 3 clusters Score -412340.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -412814.531250 Penalty: 2935.571777
	Iteration 5F: 3 clusters Score -412814.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -413072.125000 Penalty: 2935.571777
	Iteration 6Q: 3 clusters Score -413072.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -413204.843750 Penalty: 2935.571777
	Iteration 7Q: 3 clusters Score -413204.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -413277.718750 Penalty: 2935.571777
	Iteration 8Q: 3 clusters Score -413277.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -413325.531250 Penalty: 2935.571777
	Iteration 9Q: 3 clusters Score -413325.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -413360.062500 Penalty: 2935.571777
	Iteration 10Q: 3 clusters Score -413360.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -413392.875000 Penalty: 2935.571777
	Iteration 11Q: 3 clusters Score -413392.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -413412.687500 Penalty: 2935.571777
	Iteration 12Q: 3 clusters Score -413412.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -413431.468750 Penalty: 2935.571777
	Iteration 13Q: 3 clusters Score -413431.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -413449.656250 Penalty: 2935.571777
	Iteration 14Q: 3 clusters Score -413449.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -413461.593750 Penalty: 2935.571777
	Iteration 15Q: 3 clusters Score -413461.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -413470.125000 Penalty: 2935.571777
	Iteration 16Q: 3 clusters Score -413470.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -413473.250000 Penalty: 2935.571777
	Iteration 17Q: 3 clusters Score -413473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -413473.656250 Penalty: 2935.571777
	Iteration 18Q: 3 clusters Score -413473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -413474.093750 Penalty: 2935.571777
	Iteration 19Q: 3 clusters Score -413474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -413477.031250 Penalty: 2935.571777
	Iteration 20F: 3 clusters Score -413477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -413480.218750 Penalty: 2935.571777
	Iteration 21Q: 3 clusters Score -413480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -413480.875000 Penalty: 2935.571777
	Iteration 22Q: 3 clusters Score -413480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -413481.468750 Penalty: 2935.571777
	Iteration 23Q: 3 clusters Score -413481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -413482.187500 Penalty: 2935.571777
	Iteration 24Q: 3 clusters Score -413482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -413483.250000 Penalty: 2935.571777
	Iteration 25Q: 3 clusters Score -413483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -413484.406250 Penalty: 2935.571777
	Iteration 26Q: 3 clusters Score -413484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413485.218750 Penalty: 2935.571777
	Iteration 27Q: 3 clusters Score -413485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -413488.812500 Penalty: 2935.571777
	Iteration 28Q: 3 clusters Score -413488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -413490.031250 Penalty: 2935.571777
	Iteration 29Q: 3 clusters Score -413490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -413493.125000 Penalty: 2935.571777
	Iteration 30Q: 3 clusters Score -413493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -413493.125000 Penalty: 2935.571777
	Iteration 31F: 3 clusters Score -413493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -108088.390625 Penalty: 1238.603394
	Iteration 0F: 2 clusters Score -108088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -105979.210938 Penalty: 2477.206787
	Iteration 0F: 3 clusters Score -105979.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -106414.515625 Penalty: 2477.206787
	Iteration 1F: 3 clusters Score -106414.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -106528.093750 Penalty: 2477.206787
	Iteration 2F: 3 clusters Score -106528.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -106575.703125 Penalty: 2477.206787
	Iteration 3Q: 3 clusters Score -106575.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -106602.945312 Penalty: 2477.206787
	Iteration 4Q: 3 clusters Score -106602.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -106619.070312 Penalty: 2477.206787
	Iteration 5Q: 3 clusters Score -106619.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -106635.414062 Penalty: 2477.206787
	Iteration 6Q: 3 clusters Score -106635.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -106649.070312 Penalty: 2477.206787
	Iteration 7Q: 3 clusters Score -106649.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -106661.968750 Penalty: 2477.206787
	Iteration 8Q: 3 clusters Score -106662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -106668.835938 Penalty: 2477.206787
	Iteration 9Q: 3 clusters Score -106668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -106677.390625 Penalty: 2477.206787
	Iteration 10Q: 3 clusters Score -106677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -106685.273438 Penalty: 2477.206787
	Iteration 11Q: 3 clusters Score -106685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -106690.671875 Penalty: 2477.206787
	Iteration 12Q: 3 clusters Score -106690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -106694.914062 Penalty: 2477.206787
	Iteration 13Q: 3 clusters Score -106694.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -106701.492188 Penalty: 2477.206787
	Iteration 14Q: 3 clusters Score -106701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -106704.343750 Penalty: 2477.206787
	Iteration 15Q: 3 clusters Score -106704.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -106708.351562 Penalty: 2477.206787
	Iteration 16Q: 3 clusters Score -106708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -106709.375000 Penalty: 2477.206787
	Iteration 17Q: 3 clusters Score -106709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -106712.328125 Penalty: 2477.206787
	Iteration 18Q: 3 clusters Score -106712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -106713.437500 Penalty: 2477.206787
	Iteration 19Q: 3 clusters Score -106713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -106714.679688 Penalty: 2477.206787
	Iteration 20F: 3 clusters Score -106714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -106716.039062 Penalty: 2477.206787
	Iteration 21Q: 3 clusters Score -106716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -106717.015625 Penalty: 2477.206787
	Iteration 22Q: 3 clusters Score -106717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -106717.328125 Penalty: 2477.206787
	Iteration 23Q: 3 clusters Score -106717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -106717.328125 Penalty: 2477.206787
	Iteration 24F: 3 clusters Score -106717.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Entering Unmasked Estep 
Score: -3146777.500000 Penalty: 1788.055054
	Iteration 0F: 2 clusters Score -3146778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3106578.500000 Penalty: 3576.110107
	Iteration 0F: 3 clusters Score -3106578 nChanged 28327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3122828.000000 Penalty: 3576.110107
	Iteration 1F: 3 clusters Score -3122828 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -3123641.500000 Penalty: 3576.110107
	Iteration 2Q: 3 clusters Score -3123642 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3124685.750000 Penalty: 3576.110107
	Iteration 3Q: 3 clusters Score -3124686 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3126133.750000 Penalty: 3576.110107
	Iteration 4Q: 3 clusters Score -3126134 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -3127993.000000 Penalty: 3576.110107
	Iteration 5F: 3 clusters Score -3127993 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -3130106.250000 Penalty: 3576.110107
	Iteration 6F: 3 clusters Score -3130106 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -3132352.750000 Penalty: 3576.110107
	Iteration 7F: 3 clusters Score -3132353 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -3134470.750000 Penalty: 3576.110107
	Iteration 8F: 3 clusters Score -3134471 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -3136055.250000 Penalty: 3576.110107
	Iteration 9Q: 3 clusters Score -3136055 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -3137164.750000 Penalty: 3576.110107
	Iteration 10Q: 3 clusters Score -3137165 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -3137849.250000 Penalty: 3576.110107
	Iteration 11Q: 3 clusters Score -3137849 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -3138437.500000 Penalty: 3576.110107
	Iteration 12Q: 3 clusters Score -3138438 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -3138992.000000 Penalty: 3576.110107
	Iteration 13Q: 3 clusters Score -3138992 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -3139569.500000 Penalty: 3576.110107
	Iteration 14Q: 3 clusters Score -3139570 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -3140164.000000 Penalty: 3576.110107
	Iteration 15Q: 3 clusters Score -3140164 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -3140771.500000 Penalty: 3576.110107
	Iteration 16Q: 3 clusters Score -3140772 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -3141316.750000 Penalty: 3576.110107
	Iteration 17Q: 3 clusters Score -3141317 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -3141821.750000 Penalty: 3576.110107
	Iteration 18Q: 3 clusters Score -3141822 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -3142334.250000 Penalty: 3576.110107
	Iteration 19Q: 3 clusters Score -3142334 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -3142822.000000 Penalty: 3576.110107
	Iteration 20F: 3 clusters Score -3142822 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -3143263.000000 Penalty: 3576.110107
	Iteration 21Q: 3 clusters Score -3143263 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -3143646.000000 Penalty: 3576.110107
	Iteration 22Q: 3 clusters Score -3143646 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -3143943.000000 Penalty: 3576.110107
	Iteration 23Q: 3 clusters Score -3143943 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -3144187.750000 Penalty: 3576.110107
	Iteration 24Q: 3 clusters Score -3144188 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -3144394.750000 Penalty: 3576.110107
	Iteration 25Q: 3 clusters Score -3144395 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -3144558.500000 Penalty: 3576.110107
	Iteration 26Q: 3 clusters Score -3144558 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -3144680.750000 Penalty: 3576.110107
	Iteration 27Q: 3 clusters Score -3144681 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -3144779.000000 Penalty: 3576.110107
	Iteration 28Q: 3 clusters Score -3144779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -3144873.250000 Penalty: 3576.110107
	Iteration 29Q: 3 clusters Score -3144873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -3144956.000000 Penalty: 3576.110107
	Iteration 30Q: 3 clusters Score -3144956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -3144998.250000 Penalty: 3576.110107
	Iteration 31Q: 3 clusters Score -3144998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -3145035.250000 Penalty: 3576.110107
	Iteration 32Q: 3 clusters Score -3145035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -3145066.750000 Penalty: 3576.110107
	Iteration 33Q: 3 clusters Score -3145067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -3145095.250000 Penalty: 3576.110107
	Iteration 34Q: 3 clusters Score -3145095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -3145116.000000 Penalty: 3576.110107
	Iteration 35Q: 3 clusters Score -3145116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -3145133.750000 Penalty: 3576.110107
	Iteration 36Q: 3 clusters Score -3145134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -3145155.250000 Penalty: 3576.110107
	Iteration 37Q: 3 clusters Score -3145155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -3145175.000000 Penalty: 3576.110107
	Iteration 38Q: 3 clusters Score -3145175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -3145181.750000 Penalty: 3576.110107
	Iteration 39Q: 3 clusters Score -3145182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -3145193.000000 Penalty: 3576.110107
	Iteration 40F: 3 clusters Score -3145193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -3145201.750000 Penalty: 3576.110107
	Iteration 41Q: 3 clusters Score -3145202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -3145212.750000 Penalty: 3576.110107
	Iteration 42Q: 3 clusters Score -3145213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -3145223.000000 Penalty: 3576.110107
	Iteration 43Q: 3 clusters Score -3145223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -3145230.000000 Penalty: 3576.110107
	Iteration 44Q: 3 clusters Score -3145230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -3145233.500000 Penalty: 3576.110107
	Iteration 45Q: 3 clusters Score -3145234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -3145237.750000 Penalty: 3576.110107
	Iteration 46Q: 3 clusters Score -3145238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -3145235.750000 Penalty: 3576.110107
	Iteration 47Q: 3 clusters Score -3145236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -3145239.500000 Penalty: 3576.110107
	Iteration 48Q: 3 clusters Score -3145240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -3145239.500000 Penalty: 3576.110107
	Iteration 49F: 3 clusters Score -3145240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Entering Unmasked Estep 
Score: -230371.625000 Penalty: 1367.427612
	Iteration 0F: 2 clusters Score -230371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -226738.625000 Penalty: 2734.855225
	Iteration 0F: 3 clusters Score -226738.6 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -227773.703125 Penalty: 2734.855225
	Iteration 1F: 3 clusters Score -227773.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -228065.843750 Penalty: 2734.855225
	Iteration 2F: 3 clusters Score -228065.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -228297.234375 Penalty: 2734.855225
	Iteration 3F: 3 clusters Score -228297.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -228553.703125 Penalty: 2734.855225
	Iteration 4F: 3 clusters Score -228553.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -228724.468750 Penalty: 2734.855225
	Iteration 5F: 3 clusters Score -228724.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -228875.281250 Penalty: 2734.855225
	Iteration 6Q: 3 clusters Score -228875.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -228985.515625 Penalty: 2734.855225
	Iteration 7Q: 3 clusters Score -228985.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -229071.843750 Penalty: 2734.855225
	Iteration 8Q: 3 clusters Score -229071.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -229160.718750 Penalty: 2734.855225
	Iteration 9Q: 3 clusters Score -229160.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -229239.593750 Penalty: 2734.855225
	Iteration 10Q: 3 clusters Score -229239.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -229292.812500 Penalty: 2734.855225
	Iteration 11Q: 3 clusters Score -229292.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -229338.515625 Penalty: 2734.855225
	Iteration 12Q: 3 clusters Score -229338.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -229371.296875 Penalty: 2734.855225
	Iteration 13Q: 3 clusters Score -229371.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229420.109375 Penalty: 2734.855225
	Iteration 14Q: 3 clusters Score -229420.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -229456.656250 Penalty: 2734.855225
	Iteration 15Q: 3 clusters Score -229456.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -229493.703125 Penalty: 2734.855225
	Iteration 16Q: 3 clusters Score -229493.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -229518.265625 Penalty: 2734.855225
	Iteration 17Q: 3 clusters Score -229518.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -229539.484375 Penalty: 2734.855225
	Iteration 18Q: 3 clusters Score -229539.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229557.859375 Penalty: 2734.855225
	Iteration 19Q: 3 clusters Score -229557.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -229574.421875 Penalty: 2734.855225
	Iteration 20F: 3 clusters Score -229574.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -229592.656250 Penalty: 2734.855225
	Iteration 21Q: 3 clusters Score -229592.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -229606.812500 Penalty: 2734.855225
	Iteration 22Q: 3 clusters Score -229606.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -229619.687500 Penalty: 2734.855225
	Iteration 23Q: 3 clusters Score -229619.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229629.234375 Penalty: 2734.855225
	Iteration 24Q: 3 clusters Score -229629.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -229636.937500 Penalty: 2734.855225
	Iteration 25Q: 3 clusters Score -229636.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -229648.109375 Penalty: 2734.855225
	Iteration 26Q: 3 clusters Score -229648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229660.796875 Penalty: 2734.855225
	Iteration 27Q: 3 clusters Score -229660.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -229671.515625 Penalty: 2734.855225
	Iteration 28Q: 3 clusters Score -229671.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -229682.375000 Penalty: 2734.855225
	Iteration 29Q: 3 clusters Score -229682.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -229691.140625 Penalty: 2734.855225
	Iteration 30Q: 3 clusters Score -229691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -229699.609375 Penalty: 2734.855225
	Iteration 31Q: 3 clusters Score -229699.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229706.781250 Penalty: 2734.855225
	Iteration 32Q: 3 clusters Score -229706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229712.593750 Penalty: 2734.855225
	Iteration 33Q: 3 clusters Score -229712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229716.953125 Penalty: 2734.855225
	Iteration 34Q: 3 clusters Score -229717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -229719.093750 Penalty: 2734.855225
	Iteration 35Q: 3 clusters Score -229719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -229723.687500 Penalty: 2734.855225
	Iteration 36Q: 3 clusters Score -229723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229725.718750 Penalty: 2734.855225
	Iteration 37Q: 3 clusters Score -229725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -229728.406250 Penalty: 2734.855225
	Iteration 38Q: 3 clusters Score -229728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229729.750000 Penalty: 2734.855225
	Iteration 39Q: 3 clusters Score -229729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229731.140625 Penalty: 2734.855225
	Iteration 40F: 3 clusters Score -229731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229732.546875 Penalty: 2734.855225
	Iteration 41Q: 3 clusters Score -229732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -229733.796875 Penalty: 2734.855225
	Iteration 42Q: 3 clusters Score -229733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -229734.171875 Penalty: 2734.855225
	Iteration 43Q: 3 clusters Score -229734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229735.625000 Penalty: 2734.855225
	Iteration 44Q: 3 clusters Score -229735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -229738.875000 Penalty: 2734.855225
	Iteration 45Q: 3 clusters Score -229738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229742.171875 Penalty: 2734.855225
	Iteration 46Q: 3 clusters Score -229742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -229747.171875 Penalty: 2734.855225
	Iteration 47Q: 3 clusters Score -229747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -229749.359375 Penalty: 2734.855225
	Iteration 48Q: 3 clusters Score -229749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -229749.312500 Penalty: 2734.855225
	Iteration 49Q: 3 clusters Score -229749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -229750.500000 Penalty: 2734.855225
	Iteration 50Q: 3 clusters Score -229750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229750.937500 Penalty: 2734.855225
	Iteration 51Q: 3 clusters Score -229750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229751.343750 Penalty: 2734.855225
	Iteration 52Q: 3 clusters Score -229751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229752.484375 Penalty: 2734.855225
	Iteration 53Q: 3 clusters Score -229752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229752.328125 Penalty: 2734.855225
	Iteration 54Q: 3 clusters Score -229752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229752.328125 Penalty: 2734.855225
	Iteration 55F: 3 clusters Score -229752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Entering Unmasked Estep 
Score: -666459.875000 Penalty: 1530.161377
	Iteration 0F: 2 clusters Score -666459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -657847.375000 Penalty: 3060.322754
	Iteration 0F: 3 clusters Score -657847.4 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -660668.687500 Penalty: 3060.322754
	Iteration 1F: 3 clusters Score -660668.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -660926.375000 Penalty: 3060.322754
	Iteration 2F: 3 clusters Score -660926.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -661124.562500 Penalty: 3060.322754
	Iteration 3Q: 3 clusters Score -661124.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -661292.312500 Penalty: 3060.322754
	Iteration 4Q: 3 clusters Score -661292.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -661437.562500 Penalty: 3060.322754
	Iteration 5Q: 3 clusters Score -661437.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -661609.250000 Penalty: 3060.322754
	Iteration 6Q: 3 clusters Score -661609.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -661809.250000 Penalty: 3060.322754
	Iteration 7Q: 3 clusters Score -661809.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -662076.437500 Penalty: 3060.322754
	Iteration 8Q: 3 clusters Score -662076.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -662415.875000 Penalty: 3060.322754
	Iteration 9Q: 3 clusters Score -662415.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -662900.687500 Penalty: 3060.322754
	Iteration 10F: 3 clusters Score -662900.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -663506.125000 Penalty: 3060.322754
	Iteration 11F: 3 clusters Score -663506.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -664034.562500 Penalty: 3060.322754
	Iteration 12Q: 3 clusters Score -664034.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -664401.437500 Penalty: 3060.322754
	Iteration 13Q: 3 clusters Score -664401.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -664708.750000 Penalty: 3060.322754
	Iteration 14Q: 3 clusters Score -664708.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -664910.750000 Penalty: 3060.322754
	Iteration 15Q: 3 clusters Score -664910.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -665027.687500 Penalty: 3060.322754
	Iteration 16Q: 3 clusters Score -665027.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -665111.500000 Penalty: 3060.322754
	Iteration 17Q: 3 clusters Score -665111.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -665158.187500 Penalty: 3060.322754
	Iteration 18Q: 3 clusters Score -665158.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -665182.937500 Penalty: 3060.322754
	Iteration 19Q: 3 clusters Score -665182.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -665202.875000 Penalty: 3060.322754
	Iteration 20F: 3 clusters Score -665202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -665213.250000 Penalty: 3060.322754
	Iteration 21Q: 3 clusters Score -665213.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -665220.875000 Penalty: 3060.322754
	Iteration 22Q: 3 clusters Score -665220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -665223.500000 Penalty: 3060.322754
	Iteration 23Q: 3 clusters Score -665223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -665225.750000 Penalty: 3060.322754
	Iteration 24Q: 3 clusters Score -665225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -665229.875000 Penalty: 3060.322754
	Iteration 25Q: 3 clusters Score -665229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -665231.812500 Penalty: 3060.322754
	Iteration 26Q: 3 clusters Score -665231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -665232.937500 Penalty: 3060.322754
	Iteration 27Q: 3 clusters Score -665232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -665233.937500 Penalty: 3060.322754
	Iteration 28Q: 3 clusters Score -665233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -665233.937500 Penalty: 3060.322754
	Iteration 29F: 3 clusters Score -665233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -225991.265625 Penalty: 1381.323730
	Iteration 0F: 2 clusters Score -225991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -222036.156250 Penalty: 2762.647461
	Iteration 0F: 3 clusters Score -222036.2 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -223156.937500 Penalty: 2762.647461
	Iteration 1F: 3 clusters Score -223156.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -223394.703125 Penalty: 2762.647461
	Iteration 2F: 3 clusters Score -223394.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -223595.250000 Penalty: 2762.647461
	Iteration 3F: 3 clusters Score -223595.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -223762.484375 Penalty: 2762.647461
	Iteration 4F: 3 clusters Score -223762.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -223915.765625 Penalty: 2762.647461
	Iteration 5Q: 3 clusters Score -223915.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -224055.156250 Penalty: 2762.647461
	Iteration 6Q: 3 clusters Score -224055.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -224213.921875 Penalty: 2762.647461
	Iteration 7Q: 3 clusters Score -224213.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -224382.718750 Penalty: 2762.647461
	Iteration 8Q: 3 clusters Score -224382.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -224571.937500 Penalty: 2762.647461
	Iteration 9Q: 3 clusters Score -224571.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -224701.281250 Penalty: 2762.647461
	Iteration 10Q: 3 clusters Score -224701.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -224784.562500 Penalty: 2762.647461
	Iteration 11Q: 3 clusters Score -224784.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -224856.031250 Penalty: 2762.647461
	Iteration 12Q: 3 clusters Score -224856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -224904.546875 Penalty: 2762.647461
	Iteration 13Q: 3 clusters Score -224904.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -224950.515625 Penalty: 2762.647461
	Iteration 14Q: 3 clusters Score -224950.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -224984.265625 Penalty: 2762.647461
	Iteration 15Q: 3 clusters Score -224984.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -225004.468750 Penalty: 2762.647461
	Iteration 16Q: 3 clusters Score -225004.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -225019.859375 Penalty: 2762.647461
	Iteration 17Q: 3 clusters Score -225019.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -225030.437500 Penalty: 2762.647461
	Iteration 18Q: 3 clusters Score -225030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -225035.140625 Penalty: 2762.647461
	Iteration 19Q: 3 clusters Score -225035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -225038.281250 Penalty: 2762.647461
	Iteration 20F: 3 clusters Score -225038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -225042.859375 Penalty: 2762.647461
	Iteration 21Q: 3 clusters Score -225042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -225047.109375 Penalty: 2762.647461
	Iteration 22Q: 3 clusters Score -225047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -225051.187500 Penalty: 2762.647461
	Iteration 23Q: 3 clusters Score -225051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -225053.859375 Penalty: 2762.647461
	Iteration 24Q: 3 clusters Score -225053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -225055.046875 Penalty: 2762.647461
	Iteration 25Q: 3 clusters Score -225055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -225055.265625 Penalty: 2762.647461
	Iteration 26Q: 3 clusters Score -225055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -225055.265625 Penalty: 2762.647461
	Iteration 27F: 3 clusters Score -225055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -207846.234375 Penalty: 1372.355957
	Iteration 0F: 2 clusters Score -207846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -204154.562500 Penalty: 2744.711914
	Iteration 0F: 3 clusters Score -204154.6 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -205175.375000 Penalty: 2744.711914
	Iteration 1F: 3 clusters Score -205175.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -205336.375000 Penalty: 2744.711914
	Iteration 2F: 3 clusters Score -205336.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -205463.031250 Penalty: 2744.711914
	Iteration 3Q: 3 clusters Score -205463 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -205585.328125 Penalty: 2744.711914
	Iteration 4Q: 3 clusters Score -205585.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -205689.500000 Penalty: 2744.711914
	Iteration 5Q: 3 clusters Score -205689.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -205791.578125 Penalty: 2744.711914
	Iteration 6Q: 3 clusters Score -205791.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -205907.375000 Penalty: 2744.711914
	Iteration 7Q: 3 clusters Score -205907.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -206037.531250 Penalty: 2744.711914
	Iteration 8Q: 3 clusters Score -206037.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -206162.281250 Penalty: 2744.711914
	Iteration 9Q: 3 clusters Score -206162.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -206263.406250 Penalty: 2744.711914
	Iteration 10Q: 3 clusters Score -206263.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -206348.968750 Penalty: 2744.711914
	Iteration 11Q: 3 clusters Score -206349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -206442.187500 Penalty: 2744.711914
	Iteration 12Q: 3 clusters Score -206442.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -206499.328125 Penalty: 2744.711914
	Iteration 13Q: 3 clusters Score -206499.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -206543.062500 Penalty: 2744.711914
	Iteration 14Q: 3 clusters Score -206543.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -206568.828125 Penalty: 2744.711914
	Iteration 15Q: 3 clusters Score -206568.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -206588.843750 Penalty: 2744.711914
	Iteration 16Q: 3 clusters Score -206588.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -206598.765625 Penalty: 2744.711914
	Iteration 17Q: 3 clusters Score -206598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -206605.296875 Penalty: 2744.711914
	Iteration 18Q: 3 clusters Score -206605.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -206614.390625 Penalty: 2744.711914
	Iteration 19Q: 3 clusters Score -206614.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -206624.687500 Penalty: 2744.711914
	Iteration 20F: 3 clusters Score -206624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -206634.109375 Penalty: 2744.711914
	Iteration 21Q: 3 clusters Score -206634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -206642.734375 Penalty: 2744.711914
	Iteration 22Q: 3 clusters Score -206642.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -206646.453125 Penalty: 2744.711914
	Iteration 23Q: 3 clusters Score -206646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -206651.171875 Penalty: 2744.711914
	Iteration 24Q: 3 clusters Score -206651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -206659.687500 Penalty: 2744.711914
	Iteration 25Q: 3 clusters Score -206659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -206667.671875 Penalty: 2744.711914
	Iteration 26Q: 3 clusters Score -206667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -206671.140625 Penalty: 2744.711914
	Iteration 27Q: 3 clusters Score -206671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -206676.109375 Penalty: 2744.711914
	Iteration 28Q: 3 clusters Score -206676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -206679.187500 Penalty: 2744.711914
	Iteration 29Q: 3 clusters Score -206679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -206683.062500 Penalty: 2744.711914
	Iteration 30Q: 3 clusters Score -206683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -206684.515625 Penalty: 2744.711914
	Iteration 31Q: 3 clusters Score -206684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -206685.125000 Penalty: 2744.711914
	Iteration 32Q: 3 clusters Score -206685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -206685.656250 Penalty: 2744.711914
	Iteration 33Q: 3 clusters Score -206685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -206685.500000 Penalty: 2744.711914
	Iteration 34Q: 3 clusters Score -206685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -206685.500000 Penalty: 2744.711914
	Iteration 35F: 3 clusters Score -206685.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Entering Unmasked Estep 
Score: -2360825.250000 Penalty: 1742.197754
	Iteration 0F: 2 clusters Score -2360825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2330419.750000 Penalty: 3484.395508
	Iteration 0F: 3 clusters Score -2330420 nChanged 21300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2342465.000000 Penalty: 3484.395508
	Iteration 1F: 3 clusters Score -2342465 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2342917.000000 Penalty: 3484.395508
	Iteration 2Q: 3 clusters Score -2342917 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2343504.250000 Penalty: 3484.395508
	Iteration 3Q: 3 clusters Score -2343504 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2344283.000000 Penalty: 3484.395508
	Iteration 4Q: 3 clusters Score -2344283 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2345427.750000 Penalty: 3484.395508
	Iteration 5Q: 3 clusters Score -2345428 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2347113.750000 Penalty: 3484.395508
	Iteration 6F: 3 clusters Score -2347114 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2349371.500000 Penalty: 3484.395508
	Iteration 7F: 3 clusters Score -2349372 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2351993.500000 Penalty: 3484.395508
	Iteration 8F: 3 clusters Score -2351994 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2354206.500000 Penalty: 3484.395508
	Iteration 9F: 3 clusters Score -2354206 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2355730.500000 Penalty: 3484.395508
	Iteration 10Q: 3 clusters Score -2355730 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2356833.250000 Penalty: 3484.395508
	Iteration 11Q: 3 clusters Score -2356833 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2357550.750000 Penalty: 3484.395508
	Iteration 12Q: 3 clusters Score -2357551 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2358013.000000 Penalty: 3484.395508
	Iteration 13Q: 3 clusters Score -2358013 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2358280.750000 Penalty: 3484.395508
	Iteration 14Q: 3 clusters Score -2358281 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2358451.750000 Penalty: 3484.395508
	Iteration 15Q: 3 clusters Score -2358452 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2358562.500000 Penalty: 3484.395508
	Iteration 16Q: 3 clusters Score -2358562 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2358643.000000 Penalty: 3484.395508
	Iteration 17Q: 3 clusters Score -2358643 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2358697.250000 Penalty: 3484.395508
	Iteration 18Q: 3 clusters Score -2358697 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2358709.000000 Penalty: 3484.395508
	Iteration 19Q: 3 clusters Score -2358709 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2358728.000000 Penalty: 3484.395508
	Iteration 20F: 3 clusters Score -2358728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2358732.750000 Penalty: 3484.395508
	Iteration 21Q: 3 clusters Score -2358733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2358742.500000 Penalty: 3484.395508
	Iteration 22Q: 3 clusters Score -2358742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2358746.500000 Penalty: 3484.395508
	Iteration 23Q: 3 clusters Score -2358746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2358744.500000 Penalty: 3484.395508
	Iteration 24Q: 3 clusters Score -2358744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2358755.000000 Penalty: 3484.395508
	Iteration 25Q: 3 clusters Score -2358755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2358759.000000 Penalty: 3484.395508
	Iteration 26Q: 3 clusters Score -2358759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2358771.500000 Penalty: 3484.395508
	Iteration 27Q: 3 clusters Score -2358772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2358776.000000 Penalty: 3484.395508
	Iteration 28Q: 3 clusters Score -2358776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2358776.000000 Penalty: 3484.395508
	Iteration 29Q: 3 clusters Score -2358776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2358776.250000 Penalty: 3484.395508
	Iteration 30Q: 3 clusters Score -2358776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2358774.250000 Penalty: 3484.395508
	Iteration 31Q: 3 clusters Score -2358774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2358776.000000 Penalty: 3484.395508
	Iteration 32Q: 3 clusters Score -2358776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2358778.250000 Penalty: 3484.395508
	Iteration 33Q: 3 clusters Score -2358778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2358782.000000 Penalty: 3484.395508
	Iteration 34Q: 3 clusters Score -2358782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2358777.750000 Penalty: 3484.395508
	Iteration 35Q: 3 clusters Score -2358778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2358780.250000 Penalty: 3484.395508
	Iteration 36Q: 3 clusters Score -2358780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2358781.000000 Penalty: 3484.395508
	Iteration 37Q: 3 clusters Score -2358781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2358778.750000 Penalty: 3484.395508
	Iteration 38Q: 3 clusters Score -2358779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2358779.250000 Penalty: 3484.395508
	Iteration 39Q: 3 clusters Score -2358779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2358776.500000 Penalty: 3484.395508
	Iteration 40F: 3 clusters Score -2358776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2358779.750000 Penalty: 3484.395508
	Iteration 41Q: 3 clusters Score -2358780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2358778.250000 Penalty: 3484.395508
	Iteration 42Q: 3 clusters Score -2358778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2358778.250000 Penalty: 3484.395508
	Iteration 43Q: 3 clusters Score -2358778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2358778.500000 Penalty: 3484.395508
	Iteration 44Q: 3 clusters Score -2358778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2358784.750000 Penalty: 3484.395508
	Iteration 45Q: 3 clusters Score -2358785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2358783.250000 Penalty: 3484.395508
	Iteration 46Q: 3 clusters Score -2358783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2358784.750000 Penalty: 3484.395508
	Iteration 47Q: 3 clusters Score -2358785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2358785.500000 Penalty: 3484.395508
	Iteration 48Q: 3 clusters Score -2358786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2358784.000000 Penalty: 3484.395508
	Iteration 49Q: 3 clusters Score -2358784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2358779.750000 Penalty: 3484.395508
	Iteration 50Q: 3 clusters Score -2358780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2358779.750000 Penalty: 3484.395508
	Iteration 51Q: 3 clusters Score -2358780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2358780.750000 Penalty: 3484.395508
	Iteration 52Q: 3 clusters Score -2358781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2358781.000000 Penalty: 3484.395508
	Iteration 53Q: 3 clusters Score -2358781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2358781.250000 Penalty: 3484.395508
	Iteration 54Q: 3 clusters Score -2358781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2358781.750000 Penalty: 3484.395508
	Iteration 55Q: 3 clusters Score -2358782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2358783.250000 Penalty: 3484.395508
	Iteration 56Q: 3 clusters Score -2358783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2358783.250000 Penalty: 3484.395508
	Iteration 57F: 3 clusters Score -2358783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Entering Unmasked Estep 
Score: -881246.250000 Penalty: 1578.233398
	Iteration 0F: 2 clusters Score -881246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -869873.187500 Penalty: 3156.466797
	Iteration 0F: 3 clusters Score -869873.2 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -873931.937500 Penalty: 3156.466797
	Iteration 1F: 3 clusters Score -873931.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -874296.312500 Penalty: 3156.466797
	Iteration 2F: 3 clusters Score -874296.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -874660.000000 Penalty: 3156.466797
	Iteration 3Q: 3 clusters Score -874660 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -875022.562500 Penalty: 3156.466797
	Iteration 4Q: 3 clusters Score -875022.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -875397.812500 Penalty: 3156.466797
	Iteration 5Q: 3 clusters Score -875397.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -875804.437500 Penalty: 3156.466797
	Iteration 6Q: 3 clusters Score -875804.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -876198.062500 Penalty: 3156.466797
	Iteration 7Q: 3 clusters Score -876198.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -876587.875000 Penalty: 3156.466797
	Iteration 8Q: 3 clusters Score -876587.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -877072.875000 Penalty: 3156.466797
	Iteration 9Q: 3 clusters Score -877072.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -877489.812500 Penalty: 3156.466797
	Iteration 10Q: 3 clusters Score -877489.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -877858.250000 Penalty: 3156.466797
	Iteration 11Q: 3 clusters Score -877858.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -878072.625000 Penalty: 3156.466797
	Iteration 12Q: 3 clusters Score -878072.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -878186.875000 Penalty: 3156.466797
	Iteration 13Q: 3 clusters Score -878186.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -878254.375000 Penalty: 3156.466797
	Iteration 14Q: 3 clusters Score -878254.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -878288.000000 Penalty: 3156.466797
	Iteration 15Q: 3 clusters Score -878288 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -878318.375000 Penalty: 3156.466797
	Iteration 16Q: 3 clusters Score -878318.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -878346.500000 Penalty: 3156.466797
	Iteration 17Q: 3 clusters Score -878346.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -878374.937500 Penalty: 3156.466797
	Iteration 18Q: 3 clusters Score -878374.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -878403.375000 Penalty: 3156.466797
	Iteration 19Q: 3 clusters Score -878403.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -878432.187500 Penalty: 3156.466797
	Iteration 20F: 3 clusters Score -878432.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -878454.000000 Penalty: 3156.466797
	Iteration 21Q: 3 clusters Score -878454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -878479.187500 Penalty: 3156.466797
	Iteration 22Q: 3 clusters Score -878479.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -878504.562500 Penalty: 3156.466797
	Iteration 23Q: 3 clusters Score -878504.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -878527.687500 Penalty: 3156.466797
	Iteration 24Q: 3 clusters Score -878527.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -878553.625000 Penalty: 3156.466797
	Iteration 25Q: 3 clusters Score -878553.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -878581.562500 Penalty: 3156.466797
	Iteration 26Q: 3 clusters Score -878581.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -878613.500000 Penalty: 3156.466797
	Iteration 27Q: 3 clusters Score -878613.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -878642.375000 Penalty: 3156.466797
	Iteration 28Q: 3 clusters Score -878642.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -878664.062500 Penalty: 3156.466797
	Iteration 29Q: 3 clusters Score -878664.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -878686.625000 Penalty: 3156.466797
	Iteration 30Q: 3 clusters Score -878686.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -878708.250000 Penalty: 3156.466797
	Iteration 31Q: 3 clusters Score -878708.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -878724.375000 Penalty: 3156.466797
	Iteration 32Q: 3 clusters Score -878724.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -878736.562500 Penalty: 3156.466797
	Iteration 33Q: 3 clusters Score -878736.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -878748.625000 Penalty: 3156.466797
	Iteration 34Q: 3 clusters Score -878748.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -878758.812500 Penalty: 3156.466797
	Iteration 35Q: 3 clusters Score -878758.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -878764.437500 Penalty: 3156.466797
	Iteration 36Q: 3 clusters Score -878764.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -878773.500000 Penalty: 3156.466797
	Iteration 37Q: 3 clusters Score -878773.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -878776.375000 Penalty: 3156.466797
	Iteration 38Q: 3 clusters Score -878776.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -878779.812500 Penalty: 3156.466797
	Iteration 39Q: 3 clusters Score -878779.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -878785.000000 Penalty: 3156.466797
	Iteration 40F: 3 clusters Score -878785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -878795.250000 Penalty: 3156.466797
	Iteration 41Q: 3 clusters Score -878795.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -878803.812500 Penalty: 3156.466797
	Iteration 42Q: 3 clusters Score -878803.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -878810.437500 Penalty: 3156.466797
	Iteration 43Q: 3 clusters Score -878810.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -878813.687500 Penalty: 3156.466797
	Iteration 44Q: 3 clusters Score -878813.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -878822.937500 Penalty: 3156.466797
	Iteration 45Q: 3 clusters Score -878822.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -878826.062500 Penalty: 3156.466797
	Iteration 46Q: 3 clusters Score -878826.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -878833.750000 Penalty: 3156.466797
	Iteration 47Q: 3 clusters Score -878833.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -878840.812500 Penalty: 3156.466797
	Iteration 48Q: 3 clusters Score -878840.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -878846.437500 Penalty: 3156.466797
	Iteration 49Q: 3 clusters Score -878846.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -878847.125000 Penalty: 3156.466797
	Iteration 50Q: 3 clusters Score -878847.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -878853.312500 Penalty: 3156.466797
	Iteration 51Q: 3 clusters Score -878853.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -878856.500000 Penalty: 3156.466797
	Iteration 52Q: 3 clusters Score -878856.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -878862.187500 Penalty: 3156.466797
	Iteration 53Q: 3 clusters Score -878862.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -878865.812500 Penalty: 3156.466797
	Iteration 54Q: 3 clusters Score -878865.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -878870.250000 Penalty: 3156.466797
	Iteration 55Q: 3 clusters Score -878870.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -878871.000000 Penalty: 3156.466797
	Iteration 56Q: 3 clusters Score -878871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -878872.125000 Penalty: 3156.466797
	Iteration 57Q: 3 clusters Score -878872.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -878876.375000 Penalty: 3156.466797
	Iteration 58Q: 3 clusters Score -878876.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -878880.875000 Penalty: 3156.466797
	Iteration 59Q: 3 clusters Score -878880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -878882.312500 Penalty: 3156.466797
	Iteration 60F: 3 clusters Score -878882.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -878885.687500 Penalty: 3156.466797
	Iteration 61Q: 3 clusters Score -878885.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -878888.375000 Penalty: 3156.466797
	Iteration 62Q: 3 clusters Score -878888.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -878888.812500 Penalty: 3156.466797
	Iteration 63Q: 3 clusters Score -878888.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -878891.687500 Penalty: 3156.466797
	Iteration 64Q: 3 clusters Score -878891.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -878895.625000 Penalty: 3156.466797
	Iteration 65Q: 3 clusters Score -878895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -878895.687500 Penalty: 3156.466797
	Iteration 66Q: 3 clusters Score -878895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -878897.625000 Penalty: 3156.466797
	Iteration 67Q: 3 clusters Score -878897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -878899.187500 Penalty: 3156.466797
	Iteration 68Q: 3 clusters Score -878899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -878902.062500 Penalty: 3156.466797
	Iteration 69Q: 3 clusters Score -878902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -878901.187500 Penalty: 3156.466797
	Iteration 70Q: 3 clusters Score -878901.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -878904.625000 Penalty: 3156.466797
	Iteration 71Q: 3 clusters Score -878904.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -878906.125000 Penalty: 3156.466797
	Iteration 72Q: 3 clusters Score -878906.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -878909.687500 Penalty: 3156.466797
	Iteration 73Q: 3 clusters Score -878909.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -878909.500000 Penalty: 3156.466797
	Iteration 74Q: 3 clusters Score -878909.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -878911.500000 Penalty: 3156.466797
	Iteration 75Q: 3 clusters Score -878911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -878910.875000 Penalty: 3156.466797
	Iteration 76Q: 3 clusters Score -878910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -878913.375000 Penalty: 3156.466797
	Iteration 77Q: 3 clusters Score -878913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -878912.687500 Penalty: 3156.466797
	Iteration 78Q: 3 clusters Score -878912.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -878914.687500 Penalty: 3156.466797
	Iteration 79Q: 3 clusters Score -878914.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -878918.312500 Penalty: 3156.466797
	Iteration 80F: 3 clusters Score -878918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -878918.125000 Penalty: 3156.466797
	Iteration 81Q: 3 clusters Score -878918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -878918.250000 Penalty: 3156.466797
	Iteration 82Q: 3 clusters Score -878918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -878919.187500 Penalty: 3156.466797
	Iteration 83Q: 3 clusters Score -878919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -878918.000000 Penalty: 3156.466797
	Iteration 84Q: 3 clusters Score -878918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -878919.187500 Penalty: 3156.466797
	Iteration 85Q: 3 clusters Score -878919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -878920.500000 Penalty: 3156.466797
	Iteration 86Q: 3 clusters Score -878920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -878920.000000 Penalty: 3156.466797
	Iteration 87Q: 3 clusters Score -878920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -878919.500000 Penalty: 3156.466797
	Iteration 88Q: 3 clusters Score -878919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -878919.187500 Penalty: 3156.466797
	Iteration 89Q: 3 clusters Score -878919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -878919.687500 Penalty: 3156.466797
	Iteration 90Q: 3 clusters Score -878919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -878918.625000 Penalty: 3156.466797
	Iteration 91Q: 3 clusters Score -878918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -878920.375000 Penalty: 3156.466797
	Iteration 92Q: 3 clusters Score -878920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -878920.625000 Penalty: 3156.466797
	Iteration 93Q: 3 clusters Score -878920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -878921.000000 Penalty: 3156.466797
	Iteration 94Q: 3 clusters Score -878921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -878921.062500 Penalty: 3156.466797
	Iteration 95Q: 3 clusters Score -878921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -878920.250000 Penalty: 3156.466797
	Iteration 96Q: 3 clusters Score -878920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -878919.062500 Penalty: 3156.466797
	Iteration 97Q: 3 clusters Score -878919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -878919.750000 Penalty: 3156.466797
	Iteration 98Q: 3 clusters Score -878919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -878919.750000 Penalty: 3156.466797
	Iteration 99F: 3 clusters Score -878919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (113749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Entering Unmasked Estep 
Score: -5831776.000000 Penalty: 1891.784302
	Iteration 0F: 2 clusters Score -5831776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -5755506.500000 Penalty: 3783.568604
	Iteration 0F: 3 clusters Score -5755506 nChanged 54358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -5787361.000000 Penalty: 3783.568604
	Iteration 1F: 3 clusters Score -5787361 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -5788116.000000 Penalty: 3783.568604
	Iteration 2Q: 3 clusters Score -5788116 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -5788951.500000 Penalty: 3783.568604
	Iteration 3Q: 3 clusters Score -5788952 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -5790056.500000 Penalty: 3783.568604
	Iteration 4Q: 3 clusters Score -5790056 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -5791530.000000 Penalty: 3783.568604
	Iteration 5Q: 3 clusters Score -5791530 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -5793698.500000 Penalty: 3783.568604
	Iteration 6Q: 3 clusters Score -5793698 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5796863.500000 Penalty: 3783.568604
	Iteration 7Q: 3 clusters Score -5796864 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5801089.500000 Penalty: 3783.568604
	Iteration 8F: 3 clusters Score -5801090 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5806397.500000 Penalty: 3783.568604
	Iteration 9F: 3 clusters Score -5806398 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -5811756.500000 Penalty: 3783.568604
	Iteration 10F: 3 clusters Score -5811756 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -5815604.500000 Penalty: 3783.568604
	Iteration 11Q: 3 clusters Score -5815604 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5817871.500000 Penalty: 3783.568604
	Iteration 12Q: 3 clusters Score -5817872 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5819364.000000 Penalty: 3783.568604
	Iteration 13Q: 3 clusters Score -5819364 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5820768.500000 Penalty: 3783.568604
	Iteration 14Q: 3 clusters Score -5820768 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -5822215.500000 Penalty: 3783.568604
	Iteration 15Q: 3 clusters Score -5822216 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5823545.500000 Penalty: 3783.568604
	Iteration 16Q: 3 clusters Score -5823546 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5824692.000000 Penalty: 3783.568604
	Iteration 17Q: 3 clusters Score -5824692 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5825650.000000 Penalty: 3783.568604
	Iteration 18Q: 3 clusters Score -5825650 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -5826484.500000 Penalty: 3783.568604
	Iteration 19Q: 3 clusters Score -5826484 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -5827269.000000 Penalty: 3783.568604
	Iteration 20F: 3 clusters Score -5827269 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5827850.500000 Penalty: 3783.568604
	Iteration 21Q: 3 clusters Score -5827850 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5828327.000000 Penalty: 3783.568604
	Iteration 22Q: 3 clusters Score -5828327 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5828725.500000 Penalty: 3783.568604
	Iteration 23Q: 3 clusters Score -5828726 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5828992.000000 Penalty: 3783.568604
	Iteration 24Q: 3 clusters Score -5828992 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5829245.000000 Penalty: 3783.568604
	Iteration 25Q: 3 clusters Score -5829245 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5829348.500000 Penalty: 3783.568604
	Iteration 26Q: 3 clusters Score -5829348 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5829494.500000 Penalty: 3783.568604
	Iteration 27Q: 3 clusters Score -5829494 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5829595.500000 Penalty: 3783.568604
	Iteration 28Q: 3 clusters Score -5829596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5829667.000000 Penalty: 3783.568604
	Iteration 29Q: 3 clusters Score -5829667 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5829743.000000 Penalty: 3783.568604
	Iteration 30Q: 3 clusters Score -5829743 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5829822.000000 Penalty: 3783.568604
	Iteration 31Q: 3 clusters Score -5829822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112170 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5829897.000000 Penalty: 3783.568604
	Iteration 32Q: 3 clusters Score -5829897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112268 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5829930.000000 Penalty: 3783.568604
	Iteration 33Q: 3 clusters Score -5829930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5829944.500000 Penalty: 3783.568604
	Iteration 34Q: 3 clusters Score -5829944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5829968.500000 Penalty: 3783.568604
	Iteration 35Q: 3 clusters Score -5829968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5829986.000000 Penalty: 3783.568604
	Iteration 36Q: 3 clusters Score -5829986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5829987.000000 Penalty: 3783.568604
	Iteration 37Q: 3 clusters Score -5829987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5829993.500000 Penalty: 3783.568604
	Iteration 38Q: 3 clusters Score -5829994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5830009.500000 Penalty: 3783.568604
	Iteration 39Q: 3 clusters Score -5830010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112589 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5830016.000000 Penalty: 3783.568604
	Iteration 40F: 3 clusters Score -5830016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5830019.500000 Penalty: 3783.568604
	Iteration 41Q: 3 clusters Score -5830020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5830022.000000 Penalty: 3783.568604
	Iteration 42Q: 3 clusters Score -5830022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112648 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5830029.500000 Penalty: 3783.568604
	Iteration 43Q: 3 clusters Score -5830030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112656 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5830031.500000 Penalty: 3783.568604
	Iteration 44Q: 3 clusters Score -5830032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5830042.000000 Penalty: 3783.568604
	Iteration 45Q: 3 clusters Score -5830042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5830047.500000 Penalty: 3783.568604
	Iteration 46Q: 3 clusters Score -5830048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5830054.000000 Penalty: 3783.568604
	Iteration 47Q: 3 clusters Score -5830054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5830060.000000 Penalty: 3783.568604
	Iteration 48Q: 3 clusters Score -5830060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5830066.000000 Penalty: 3783.568604
	Iteration 49Q: 3 clusters Score -5830066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5830071.500000 Penalty: 3783.568604
	Iteration 50Q: 3 clusters Score -5830072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5830082.000000 Penalty: 3783.568604
	Iteration 51Q: 3 clusters Score -5830082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5830087.500000 Penalty: 3783.568604
	Iteration 52Q: 3 clusters Score -5830088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5830088.000000 Penalty: 3783.568604
	Iteration 53Q: 3 clusters Score -5830088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5830088.500000 Penalty: 3783.568604
	Iteration 54Q: 3 clusters Score -5830088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5830091.000000 Penalty: 3783.568604
	Iteration 55Q: 3 clusters Score -5830091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5830092.000000 Penalty: 3783.568604
	Iteration 56Q: 3 clusters Score -5830092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5830100.500000 Penalty: 3783.568604
	Iteration 57Q: 3 clusters Score -5830100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5830118.000000 Penalty: 3783.568604
	Iteration 58Q: 3 clusters Score -5830118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5830132.000000 Penalty: 3783.568604
	Iteration 59Q: 3 clusters Score -5830132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5830131.000000 Penalty: 3783.568604
	Iteration 60F: 3 clusters Score -5830131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5830133.500000 Penalty: 3783.568604
	Iteration 61Q: 3 clusters Score -5830134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5830143.500000 Penalty: 3783.568604
	Iteration 62Q: 3 clusters Score -5830144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5830151.500000 Penalty: 3783.568604
	Iteration 63Q: 3 clusters Score -5830152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5830150.500000 Penalty: 3783.568604
	Iteration 64Q: 3 clusters Score -5830150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5830142.000000 Penalty: 3783.568604
	Iteration 65Q: 3 clusters Score -5830142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5830150.500000 Penalty: 3783.568604
	Iteration 66Q: 3 clusters Score -5830150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112939 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5830154.000000 Penalty: 3783.568604
	Iteration 67Q: 3 clusters Score -5830154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5830151.500000 Penalty: 3783.568604
	Iteration 68Q: 3 clusters Score -5830152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5830154.000000 Penalty: 3783.568604
	Iteration 69Q: 3 clusters Score -5830154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5830157.000000 Penalty: 3783.568604
	Iteration 70Q: 3 clusters Score -5830157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5830150.000000 Penalty: 3783.568604
	Iteration 71Q: 3 clusters Score -5830150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5830161.500000 Penalty: 3783.568604
	Iteration 72Q: 3 clusters Score -5830162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5830161.000000 Penalty: 3783.568604
	Iteration 73Q: 3 clusters Score -5830161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5830165.500000 Penalty: 3783.568604
	Iteration 74Q: 3 clusters Score -5830166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112984 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5830167.000000 Penalty: 3783.568604
	Iteration 75Q: 3 clusters Score -5830167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112985 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5830165.500000 Penalty: 3783.568604
	Iteration 76Q: 3 clusters Score -5830166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5830168.000000 Penalty: 3783.568604
	Iteration 77Q: 3 clusters Score -5830168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5830164.500000 Penalty: 3783.568604
	Iteration 78Q: 3 clusters Score -5830164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5830168.000000 Penalty: 3783.568604
	Iteration 79Q: 3 clusters Score -5830168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112992 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5830170.500000 Penalty: 3783.568604
	Iteration 80F: 3 clusters Score -5830170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Entering Unmasked Estep 
Score: -723135.000000 Penalty: 1557.462402
	Iteration 0F: 2 clusters Score -723135 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 7254 members 
Entering Unmasked Estep 
Score: -713005.437500 Penalty: 3114.924805
	Iteration 0F: 3 clusters Score -713005.4 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -716413.062500 Penalty: 3114.924805
	Iteration 1F: 3 clusters Score -716413.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -716834.750000 Penalty: 3114.924805
	Iteration 2F: 3 clusters Score -716834.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -717571.937500 Penalty: 3114.924805
	Iteration 3F: 3 clusters Score -717571.9 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -718943.937500 Penalty: 3114.924805
	Iteration 4F: 3 clusters Score -718943.9 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -720833.562500 Penalty: 3114.924805
	Iteration 5F: 3 clusters Score -720833.6 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -722574.000000 Penalty: 3114.924805
	Iteration 6F: 3 clusters Score -722574 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -723505.500000 Penalty: 3114.924805
	Iteration 7F: 3 clusters Score -723505.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -723895.625000 Penalty: 3114.924805
	Iteration 8Q: 3 clusters Score -723895.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -724047.062500 Penalty: 3114.924805
	Iteration 9Q: 3 clusters Score -724047.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -724126.437500 Penalty: 3114.924805
	Iteration 10Q: 3 clusters Score -724126.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -724166.375000 Penalty: 3114.924805
	Iteration 11Q: 3 clusters Score -724166.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -724185.000000 Penalty: 3114.924805
	Iteration 12Q: 3 clusters Score -724185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -724202.375000 Penalty: 3114.924805
	Iteration 13Q: 3 clusters Score -724202.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -724216.437500 Penalty: 3114.924805
	Iteration 14Q: 3 clusters Score -724216.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -724222.375000 Penalty: 3114.924805
	Iteration 15Q: 3 clusters Score -724222.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -724232.812500 Penalty: 3114.924805
	Iteration 16Q: 3 clusters Score -724232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -724243.625000 Penalty: 3114.924805
	Iteration 17Q: 3 clusters Score -724243.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -724249.875000 Penalty: 3114.924805
	Iteration 18Q: 3 clusters Score -724249.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -724252.125000 Penalty: 3114.924805
	Iteration 19Q: 3 clusters Score -724252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -724256.312500 Penalty: 3114.924805
	Iteration 20F: 3 clusters Score -724256.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -724259.187500 Penalty: 3114.924805
	Iteration 21Q: 3 clusters Score -724259.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -724259.000000 Penalty: 3114.924805
	Iteration 22Q: 3 clusters Score -724259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -724261.875000 Penalty: 3114.924805
	Iteration 23Q: 3 clusters Score -724261.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -724263.125000 Penalty: 3114.924805
	Iteration 24Q: 3 clusters Score -724263.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -724265.687500 Penalty: 3114.924805
	Iteration 25Q: 3 clusters Score -724265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -724266.687500 Penalty: 3114.924805
	Iteration 26Q: 3 clusters Score -724266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -724266.937500 Penalty: 3114.924805
	Iteration 27Q: 3 clusters Score -724266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -724270.125000 Penalty: 3114.924805
	Iteration 28Q: 3 clusters Score -724270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -724271.000000 Penalty: 3114.924805
	Iteration 29Q: 3 clusters Score -724271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -724271.437500 Penalty: 3114.924805
	Iteration 30Q: 3 clusters Score -724271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -724273.687500 Penalty: 3114.924805
	Iteration 31Q: 3 clusters Score -724273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -724272.562500 Penalty: 3114.924805
	Iteration 32Q: 3 clusters Score -724272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -724272.687500 Penalty: 3114.924805
	Iteration 33Q: 3 clusters Score -724272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -724273.375000 Penalty: 3114.924805
	Iteration 34Q: 3 clusters Score -724273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -724275.687500 Penalty: 3114.924805
	Iteration 35Q: 3 clusters Score -724275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -724277.125000 Penalty: 3114.924805
	Iteration 36Q: 3 clusters Score -724277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -724280.375000 Penalty: 3114.924805
	Iteration 37Q: 3 clusters Score -724280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -724280.437500 Penalty: 3114.924805
	Iteration 38Q: 3 clusters Score -724280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -724284.437500 Penalty: 3114.924805
	Iteration 39Q: 3 clusters Score -724284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -724286.000000 Penalty: 3114.924805
	Iteration 40F: 3 clusters Score -724286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -724290.375000 Penalty: 3114.924805
	Iteration 41Q: 3 clusters Score -724290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -724292.875000 Penalty: 3114.924805
	Iteration 42Q: 3 clusters Score -724292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -724294.375000 Penalty: 3114.924805
	Iteration 43Q: 3 clusters Score -724294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -724294.500000 Penalty: 3114.924805
	Iteration 44Q: 3 clusters Score -724294.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -724296.625000 Penalty: 3114.924805
	Iteration 45Q: 3 clusters Score -724296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -724297.500000 Penalty: 3114.924805
	Iteration 46Q: 3 clusters Score -724297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -724296.937500 Penalty: 3114.924805
	Iteration 47Q: 3 clusters Score -724296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -724297.250000 Penalty: 3114.924805
	Iteration 48Q: 3 clusters Score -724297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -724297.687500 Penalty: 3114.924805
	Iteration 49Q: 3 clusters Score -724297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -724299.312500 Penalty: 3114.924805
	Iteration 50Q: 3 clusters Score -724299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -724301.312500 Penalty: 3114.924805
	Iteration 51Q: 3 clusters Score -724301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -724299.750000 Penalty: 3114.924805
	Iteration 52Q: 3 clusters Score -724299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -724304.500000 Penalty: 3114.924805
	Iteration 53Q: 3 clusters Score -724304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -724304.937500 Penalty: 3114.924805
	Iteration 54Q: 3 clusters Score -724304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -724303.500000 Penalty: 3114.924805
	Iteration 55Q: 3 clusters Score -724303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -724305.312500 Penalty: 3114.924805
	Iteration 56Q: 3 clusters Score -724305.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -724310.187500 Penalty: 3114.924805
	Iteration 57Q: 3 clusters Score -724310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -724311.750000 Penalty: 3114.924805
	Iteration 58Q: 3 clusters Score -724311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -724312.687500 Penalty: 3114.924805
	Iteration 59Q: 3 clusters Score -724312.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -724316.375000 Penalty: 3114.924805
	Iteration 60F: 3 clusters Score -724316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -724316.625000 Penalty: 3114.924805
	Iteration 61Q: 3 clusters Score -724316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -724321.875000 Penalty: 3114.924805
	Iteration 62Q: 3 clusters Score -724321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -724323.125000 Penalty: 3114.924805
	Iteration 63Q: 3 clusters Score -724323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -724326.187500 Penalty: 3114.924805
	Iteration 64Q: 3 clusters Score -724326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -724327.625000 Penalty: 3114.924805
	Iteration 65Q: 3 clusters Score -724327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -724330.187500 Penalty: 3114.924805
	Iteration 66Q: 3 clusters Score -724330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -724330.187500 Penalty: 3114.924805
	Iteration 67Q: 3 clusters Score -724330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -724330.812500 Penalty: 3114.924805
	Iteration 68Q: 3 clusters Score -724330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -724331.125000 Penalty: 3114.924805
	Iteration 69Q: 3 clusters Score -724331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -724333.000000 Penalty: 3114.924805
	Iteration 70Q: 3 clusters Score -724333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -724337.187500 Penalty: 3114.924805
	Iteration 71Q: 3 clusters Score -724337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -724338.250000 Penalty: 3114.924805
	Iteration 72Q: 3 clusters Score -724338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -724340.437500 Penalty: 3114.924805
	Iteration 73Q: 3 clusters Score -724340.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -724342.625000 Penalty: 3114.924805
	Iteration 74Q: 3 clusters Score -724342.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -724346.562500 Penalty: 3114.924805
	Iteration 75Q: 3 clusters Score -724346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -724347.562500 Penalty: 3114.924805
	Iteration 76Q: 3 clusters Score -724347.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -724348.437500 Penalty: 3114.924805
	Iteration 77Q: 3 clusters Score -724348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -724350.437500 Penalty: 3114.924805
	Iteration 78Q: 3 clusters Score -724350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -724348.250000 Penalty: 3114.924805
	Iteration 79Q: 3 clusters Score -724348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -724349.437500 Penalty: 3114.924805
	Iteration 80F: 3 clusters Score -724349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -724351.437500 Penalty: 3114.924805
	Iteration 81Q: 3 clusters Score -724351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -724349.687500 Penalty: 3114.924805
	Iteration 82Q: 3 clusters Score -724349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -724349.687500 Penalty: 3114.924805
	Iteration 83F: 3 clusters Score -724349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 37297 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 60079 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 45307 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 17 contains 113749 members 
Mstep: Class 20 contains 11864 members 
Entering Unmasked Estep 
Score: -26525188.000000 Penalty: 34275.832031
Splitting cluster 20 changes total score from -26523266.000000 to -26525188.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 37297 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 60079 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 45307 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 17 contains 113749 members 
Mstep: Class 20 contains 11864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526504.000000 Penalty: 34275.832031
Iteration 39Q: 17 clusters Score -2.65265e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 197684 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 37872 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 5905 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 60079 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 12414 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 45043 members 
Mstep: Class 15 contains 16532 members 
Mstep: Class 17 contains 113542 members 
Mstep: Class 20 contains 12443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527554.000000 Penalty: 34275.832031
Iteration 40F: 17 clusters Score -2.652755e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 38075 members 
Mstep: Class 4 contains 8364 members 
Mstep: Class 5 contains 6064 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 60107 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 12 contains 5102 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 44844 members 
Mstep: Class 15 contains 16543 members 
Mstep: Class 17 contains 113379 members 
Mstep: Class 20 contains 12702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527858.000000 Penalty: 34275.832031
Iteration 41Q: 17 clusters Score -2.652786e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 196716 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 38218 members 
Mstep: Class 4 contains 8350 members 
Mstep: Class 5 contains 6246 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 60146 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 12641 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 44644 members 
Mstep: Class 15 contains 16549 members 
Mstep: Class 17 contains 113235 members 
Mstep: Class 20 contains 12847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528136.000000 Penalty: 34275.832031
Iteration 42Q: 17 clusters Score -2.652814e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 196395 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 38283 members 
Mstep: Class 4 contains 8329 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 60179 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 12763 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 4752 members 
Mstep: Class 14 contains 44479 members 
Mstep: Class 15 contains 16556 members 
Mstep: Class 17 contains 113105 members 
Mstep: Class 20 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528376.000000 Penalty: 34275.832031
Iteration 43Q: 17 clusters Score -2.652838e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 196166 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 38360 members 
Mstep: Class 4 contains 8314 members 
Mstep: Class 5 contains 6595 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 60204 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 12876 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 44328 members 
Mstep: Class 15 contains 16564 members 
Mstep: Class 17 contains 113000 members 
Mstep: Class 20 contains 12961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528488.000000 Penalty: 34275.832031
Iteration 44Q: 17 clusters Score -2.652849e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195970 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 38395 members 
Mstep: Class 4 contains 8301 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 60208 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 12999 members 
Mstep: Class 10 contains 2876 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 44191 members 
Mstep: Class 15 contains 16575 members 
Mstep: Class 17 contains 112929 members 
Mstep: Class 20 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528694.000000 Penalty: 34275.832031
Iteration 45Q: 17 clusters Score -2.652869e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195795 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 38439 members 
Mstep: Class 4 contains 8292 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 60233 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 4832 members 
Mstep: Class 14 contains 44053 members 
Mstep: Class 15 contains 16585 members 
Mstep: Class 17 contains 112859 members 
Mstep: Class 20 contains 12962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528814.000000 Penalty: 34275.832031
Iteration 46Q: 17 clusters Score -2.652881e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195658 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 38487 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 7043 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 60255 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 17 contains 112784 members 
Mstep: Class 20 contains 12928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528872.000000 Penalty: 34275.832031
Iteration 47Q: 17 clusters Score -2.652887e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195551 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 60280 members 
Mstep: Class 8 contains 4720 members 
Mstep: Class 9 contains 13345 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 12 contains 5496 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 43766 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 17 contains 112715 members 
Mstep: Class 20 contains 12885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528848.000000 Penalty: 34275.832031
Iteration 48Q: 17 clusters Score -2.652885e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195468 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 38623 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 60293 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 3028 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 43632 members 
Mstep: Class 15 contains 16592 members 
Mstep: Class 17 contains 112623 members 
Mstep: Class 20 contains 12857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529080.000000 Penalty: 34275.832031
Iteration 49Q: 17 clusters Score -2.652908e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195415 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 60308 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 13577 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 12 contains 5534 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 43489 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 17 contains 112538 members 
Mstep: Class 20 contains 12813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529254.000000 Penalty: 34275.832031
Iteration 50Q: 17 clusters Score -2.652925e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195316 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 38774 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 7391 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 60324 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 13683 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 12 contains 5556 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 43344 members 
Mstep: Class 15 contains 16593 members 
Mstep: Class 17 contains 112460 members 
Mstep: Class 20 contains 12802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529366.000000 Penalty: 34275.832031
Iteration 51Q: 17 clusters Score -2.652937e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195241 members 
Mstep: Class 2 contains 1978 members 
Mstep: Class 3 contains 38836 members 
Mstep: Class 4 contains 8264 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 60349 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 43195 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 17 contains 112396 members 
Mstep: Class 20 contains 12780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529380.000000 Penalty: 34275.832031
Iteration 52Q: 17 clusters Score -2.652938e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195164 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 38886 members 
Mstep: Class 4 contains 8261 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 60368 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 13873 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 43072 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 17 contains 112340 members 
Mstep: Class 20 contains 12752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529528.000000 Penalty: 34275.832031
Iteration 53Q: 17 clusters Score -2.652953e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195115 members 
Mstep: Class 2 contains 1938 members 
Mstep: Class 3 contains 38937 members 
Mstep: Class 4 contains 8254 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 60396 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 13943 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 42958 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 17 contains 112280 members 
Mstep: Class 20 contains 12724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529634.000000 Penalty: 34275.832031
Iteration 54Q: 17 clusters Score -2.652963e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 38963 members 
Mstep: Class 4 contains 8247 members 
Mstep: Class 5 contains 7631 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 60430 members 
Mstep: Class 8 contains 4696 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 42885 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 17 contains 112232 members 
Mstep: Class 20 contains 12697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529762.000000 Penalty: 34275.832031
Iteration 55Q: 17 clusters Score -2.652976e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 195033 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 38986 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 7680 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 60459 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 14086 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 42804 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 17 contains 112164 members 
Mstep: Class 20 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529846.000000 Penalty: 34275.832031
Iteration 56Q: 17 clusters Score -2.652985e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194991 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 39022 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 60512 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 42718 members 
Mstep: Class 15 contains 16602 members 
Mstep: Class 17 contains 112097 members 
Mstep: Class 20 contains 12626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529964.000000 Penalty: 34275.832031
Iteration 57Q: 17 clusters Score -2.652996e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194975 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 39063 members 
Mstep: Class 4 contains 8241 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 60541 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 14233 members 
Mstep: Class 10 contains 3136 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 42630 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 17 contains 112047 members 
Mstep: Class 20 contains 12590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530058.000000 Penalty: 34275.832031
Iteration 58Q: 17 clusters Score -2.653006e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194956 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 39111 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 60557 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 14309 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 16608 members 
Mstep: Class 17 contains 111984 members 
Mstep: Class 20 contains 12556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530120.000000 Penalty: 34275.832031
Iteration 59Q: 17 clusters Score -2.653012e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194934 members 
Mstep: Class 2 contains 1794 members 
Mstep: Class 3 contains 39179 members 
Mstep: Class 4 contains 8238 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 60578 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 14384 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 42439 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 17 contains 111931 members 
Mstep: Class 20 contains 12523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530192.000000 Penalty: 34275.832031
Iteration 60F: 17 clusters Score -2.653019e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 39240 members 
Mstep: Class 4 contains 8236 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 60586 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 14480 members 
Mstep: Class 10 contains 3170 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 42324 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 17 contains 111874 members 
Mstep: Class 20 contains 12487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530244.000000 Penalty: 34275.832031
Iteration 61Q: 17 clusters Score -2.653024e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194903 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 39296 members 
Mstep: Class 4 contains 8231 members 
Mstep: Class 5 contains 7849 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 60601 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 14565 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 12 contains 5552 members 
Mstep: Class 13 contains 5592 members 
Mstep: Class 14 contains 42226 members 
Mstep: Class 15 contains 16586 members 
Mstep: Class 17 contains 111813 members 
Mstep: Class 20 contains 12445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530314.000000 Penalty: 34275.832031
Iteration 62Q: 17 clusters Score -2.653031e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194881 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 39336 members 
Mstep: Class 4 contains 8225 members 
Mstep: Class 5 contains 7873 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 60607 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 42158 members 
Mstep: Class 15 contains 16590 members 
Mstep: Class 17 contains 111761 members 
Mstep: Class 20 contains 12413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530420.000000 Penalty: 34275.832031
Iteration 63Q: 17 clusters Score -2.653042e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 39368 members 
Mstep: Class 4 contains 8223 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 60636 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 14742 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 42091 members 
Mstep: Class 15 contains 16590 members 
Mstep: Class 17 contains 111680 members 
Mstep: Class 20 contains 12378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530416.000000 Penalty: 34275.832031
Iteration 64Q: 17 clusters Score -2.653042e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194864 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 39399 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 60668 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 14826 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 42029 members 
Mstep: Class 15 contains 16588 members 
Mstep: Class 17 contains 111610 members 
Mstep: Class 20 contains 12349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530510.000000 Penalty: 34275.832031
Iteration 65Q: 17 clusters Score -2.653051e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194839 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 39413 members 
Mstep: Class 4 contains 8223 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60677 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 14911 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 5765 members 
Mstep: Class 14 contains 41979 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 17 contains 111564 members 
Mstep: Class 20 contains 12316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530600.000000 Penalty: 34275.832031
Iteration 66Q: 17 clusters Score -2.65306e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194803 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 39429 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60691 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 14998 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 17 contains 111513 members 
Mstep: Class 20 contains 12298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530642.000000 Penalty: 34275.832031
Iteration 67Q: 17 clusters Score -2.653064e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194789 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 39450 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 60708 members 
Mstep: Class 8 contains 4798 members 
Mstep: Class 9 contains 15068 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 5787 members 
Mstep: Class 14 contains 41887 members 
Mstep: Class 15 contains 16619 members 
Mstep: Class 17 contains 111459 members 
Mstep: Class 20 contains 12277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530668.000000 Penalty: 34275.832031
Iteration 68Q: 17 clusters Score -2.653067e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194785 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 39477 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 60727 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 15128 members 
Mstep: Class 10 contains 3219 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 41841 members 
Mstep: Class 15 contains 16614 members 
Mstep: Class 17 contains 111408 members 
Mstep: Class 20 contains 12253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530736.000000 Penalty: 34275.832031
Iteration 69Q: 17 clusters Score -2.653074e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194783 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 39498 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 60743 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 15183 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 41803 members 
Mstep: Class 15 contains 16608 members 
Mstep: Class 17 contains 111357 members 
Mstep: Class 20 contains 12221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530790.000000 Penalty: 34275.832031
Iteration 70Q: 17 clusters Score -2.653079e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194762 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 39527 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 60746 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 15240 members 
Mstep: Class 10 contains 3228 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 41764 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 17 contains 111311 members 
Mstep: Class 20 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530822.000000 Penalty: 34275.832031
Iteration 71Q: 17 clusters Score -2.653082e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194762 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 39547 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 60761 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 3228 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 41728 members 
Mstep: Class 15 contains 16603 members 
Mstep: Class 17 contains 111263 members 
Mstep: Class 20 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530862.000000 Penalty: 34275.832031
Iteration 72Q: 17 clusters Score -2.653086e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 39551 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60771 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 15350 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 5828 members 
Mstep: Class 14 contains 41711 members 
Mstep: Class 15 contains 16600 members 
Mstep: Class 17 contains 111224 members 
Mstep: Class 20 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530820.000000 Penalty: 34275.832031
Iteration 73Q: 17 clusters Score -2.653082e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194721 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 39554 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 7991 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60779 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 41698 members 
Mstep: Class 15 contains 16603 members 
Mstep: Class 17 contains 111183 members 
Mstep: Class 20 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530868.000000 Penalty: 34275.832031
Iteration 74Q: 17 clusters Score -2.653087e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194711 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 39560 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60788 members 
Mstep: Class 8 contains 4855 members 
Mstep: Class 9 contains 15462 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 41685 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 17 contains 111149 members 
Mstep: Class 20 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530850.000000 Penalty: 34275.832031
Iteration 75Q: 17 clusters Score -2.653085e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194710 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 39562 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 60792 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 15523 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 5845 members 
Mstep: Class 14 contains 41674 members 
Mstep: Class 15 contains 16600 members 
Mstep: Class 17 contains 111113 members 
Mstep: Class 20 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530908.000000 Penalty: 34275.832031
Iteration 76Q: 17 clusters Score -2.653091e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194691 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 39565 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 60799 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 15580 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5440 members 
Mstep: Class 13 contains 5847 members 
Mstep: Class 14 contains 41666 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 17 contains 111087 members 
Mstep: Class 20 contains 12161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530960.000000 Penalty: 34275.832031
Iteration 77Q: 17 clusters Score -2.653096e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194675 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 39568 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 60804 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 15637 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 41664 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 17 contains 111063 members 
Mstep: Class 20 contains 12150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530982.000000 Penalty: 34275.832031
Iteration 78Q: 17 clusters Score -2.653098e+07 nChanged 133
Entering ConstructFrom: 
Score: -26530982.000000 Penalty: 34275.832031
Entering ConstructFrom: 
Trying to split cluster 1 (194659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194659 members 
Entering Unmasked Estep 
Score: -10180678.000000 Penalty: 1979.088257
	Iteration 0F: 2 clusters Score -1.018068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -10049764.000000 Penalty: 3958.176514
	Iteration 0F: 3 clusters Score -1.004976e+07 nChanged 94283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -10105736.000000 Penalty: 3958.176514
	Iteration 1F: 3 clusters Score -1.010574e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -10107285.000000 Penalty: 3958.176514
	Iteration 2Q: 3 clusters Score -1.010728e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -10109825.000000 Penalty: 3958.176514
	Iteration 3Q: 3 clusters Score -1.010982e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -10113761.000000 Penalty: 3958.176514
	Iteration 4Q: 3 clusters Score -1.011376e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124756 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -10119917.000000 Penalty: 3958.176514
	Iteration 5F: 3 clusters Score -1.011992e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136997 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -10129110.000000 Penalty: 3958.176514
	Iteration 6F: 3 clusters Score -1.012911e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -10141463.000000 Penalty: 3958.176514
	Iteration 7F: 3 clusters Score -1.014146e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -10154027.000000 Penalty: 3958.176514
	Iteration 8F: 3 clusters Score -1.015403e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175248 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -10163976.000000 Penalty: 3958.176514
	Iteration 9F: 3 clusters Score -1.016398e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182010 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -10170227.000000 Penalty: 3958.176514
	Iteration 10Q: 3 clusters Score -1.017023e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186123 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -10173835.000000 Penalty: 3958.176514
	Iteration 11Q: 3 clusters Score -1.017384e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188625 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -10175906.000000 Penalty: 3958.176514
	Iteration 12Q: 3 clusters Score -1.017591e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190218 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -10177174.000000 Penalty: 3958.176514
	Iteration 13Q: 3 clusters Score -1.017717e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191246 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -10177930.000000 Penalty: 3958.176514
	Iteration 14Q: 3 clusters Score -1.017793e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10178352.000000 Penalty: 3958.176514
	Iteration 15Q: 3 clusters Score -1.017835e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192355 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10178655.000000 Penalty: 3958.176514
	Iteration 16Q: 3 clusters Score -1.017866e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192702 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10178854.000000 Penalty: 3958.176514
	Iteration 17Q: 3 clusters Score -1.017885e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192944 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10178992.000000 Penalty: 3958.176514
	Iteration 18Q: 3 clusters Score -1.017899e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193093 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10179057.000000 Penalty: 3958.176514
	Iteration 19Q: 3 clusters Score -1.017906e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193190 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10179098.000000 Penalty: 3958.176514
	Iteration 20F: 3 clusters Score -1.01791e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10179128.000000 Penalty: 3958.176514
	Iteration 21Q: 3 clusters Score -1.017913e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193332 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10179136.000000 Penalty: 3958.176514
	Iteration 22Q: 3 clusters Score -1.017914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193394 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10179167.000000 Penalty: 3958.176514
	Iteration 23Q: 3 clusters Score -1.017917e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193446 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10179185.000000 Penalty: 3958.176514
	Iteration 24Q: 3 clusters Score -1.017918e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193474 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10179217.000000 Penalty: 3958.176514
	Iteration 25Q: 3 clusters Score -1.017922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193493 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10179206.000000 Penalty: 3958.176514
	Iteration 26Q: 3 clusters Score -1.017921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193516 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10179213.000000 Penalty: 3958.176514
	Iteration 27Q: 3 clusters Score -1.017921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193537 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10179233.000000 Penalty: 3958.176514
	Iteration 28Q: 3 clusters Score -1.017923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193559 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10179239.000000 Penalty: 3958.176514
	Iteration 29Q: 3 clusters Score -1.017924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193576 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10179243.000000 Penalty: 3958.176514
	Iteration 30Q: 3 clusters Score -1.017924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193595 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10179246.000000 Penalty: 3958.176514
	Iteration 31Q: 3 clusters Score -1.017925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193612 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10179265.000000 Penalty: 3958.176514
	Iteration 32Q: 3 clusters Score -1.017926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193625 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10179267.000000 Penalty: 3958.176514
	Iteration 33Q: 3 clusters Score -1.017927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193630 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10179265.000000 Penalty: 3958.176514
	Iteration 34Q: 3 clusters Score -1.017926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193636 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10179265.000000 Penalty: 3958.176514
	Iteration 35Q: 3 clusters Score -1.017926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193646 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10179280.000000 Penalty: 3958.176514
	Iteration 36Q: 3 clusters Score -1.017928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193651 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10179285.000000 Penalty: 3958.176514
	Iteration 37Q: 3 clusters Score -1.017928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193655 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10179282.000000 Penalty: 3958.176514
	Iteration 38Q: 3 clusters Score -1.017928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193659 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10179285.000000 Penalty: 3958.176514
	Iteration 39Q: 3 clusters Score -1.017928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193662 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10179290.000000 Penalty: 3958.176514
	Iteration 40F: 3 clusters Score -1.017929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193665 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10179283.000000 Penalty: 3958.176514
	Iteration 41Q: 3 clusters Score -1.017928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193669 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10179280.000000 Penalty: 3958.176514
	Iteration 42Q: 3 clusters Score -1.017928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10179281.000000 Penalty: 3958.176514
	Iteration 43Q: 3 clusters Score -1.017928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10179282.000000 Penalty: 3958.176514
	Iteration 44Q: 3 clusters Score -1.017928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10179282.000000 Penalty: 3958.176514
	Iteration 45F: 3 clusters Score -1.017928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -81461.500000 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -81461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -79628.953125 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -79628.95 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -79988.773438 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -79988.77 nChanged 107
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: -80069.664062 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -80069.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -80118.289062 Penalty: 2391.413086
	Iteration 3Q: 3 clusters Score -80118.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -80153.570312 Penalty: 2391.413086
	Iteration 4Q: 3 clusters Score -80153.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -80171.398438 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -80171.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -80185.804688 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -80185.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -80204.335938 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -80204.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -80215.085938 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -80215.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -80227.093750 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -80227.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -80240.882812 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -80240.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -80256.343750 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -80256.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -80266.781250 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -80266.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -80274.726562 Penalty: 2391.413086
	Iteration 13Q: 3 clusters Score -80274.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -80283.140625 Penalty: 2391.413086
	Iteration 14Q: 3 clusters Score -80283.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -80292.101562 Penalty: 2391.413086
	Iteration 15Q: 3 clusters Score -80292.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -80300.296875 Penalty: 2391.413086
	Iteration 16Q: 3 clusters Score -80300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -80307.742188 Penalty: 2391.413086
	Iteration 17Q: 3 clusters Score -80307.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -80318.085938 Penalty: 2391.413086
	Iteration 18Q: 3 clusters Score -80318.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -80322.164062 Penalty: 2391.413086
	Iteration 19Q: 3 clusters Score -80322.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -80325.296875 Penalty: 2391.413086
	Iteration 20F: 3 clusters Score -80325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -80328.648438 Penalty: 2391.413086
	Iteration 21Q: 3 clusters Score -80328.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -80330.765625 Penalty: 2391.413086
	Iteration 22Q: 3 clusters Score -80330.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -80331.156250 Penalty: 2391.413086
	Iteration 23Q: 3 clusters Score -80331.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -80331.750000 Penalty: 2391.413086
	Iteration 24Q: 3 clusters Score -80331.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -80331.750000 Penalty: 2391.413086
	Iteration 25F: 3 clusters Score -80331.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Entering Unmasked Estep 
Score: -2057922.625000 Penalty: 1720.209106
	Iteration 0F: 2 clusters Score -2057923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2031446.000000 Penalty: 3440.418213
	Iteration 0F: 3 clusters Score -2031446 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2041798.750000 Penalty: 3440.418213
	Iteration 1F: 3 clusters Score -2041799 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2042247.375000 Penalty: 3440.418213
	Iteration 2Q: 3 clusters Score -2042247 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2042673.375000 Penalty: 3440.418213
	Iteration 3Q: 3 clusters Score -2042673 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2043074.625000 Penalty: 3440.418213
	Iteration 4Q: 3 clusters Score -2043075 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2043539.750000 Penalty: 3440.418213
	Iteration 5Q: 3 clusters Score -2043540 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2044057.000000 Penalty: 3440.418213
	Iteration 6Q: 3 clusters Score -2044057 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2044770.250000 Penalty: 3440.418213
	Iteration 7Q: 3 clusters Score -2044770 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2045663.375000 Penalty: 3440.418213
	Iteration 8Q: 3 clusters Score -2045663 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2046762.625000 Penalty: 3440.418213
	Iteration 9Q: 3 clusters Score -2046763 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2048017.875000 Penalty: 3440.418213
	Iteration 10F: 3 clusters Score -2048018 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2049200.000000 Penalty: 3440.418213
	Iteration 11Q: 3 clusters Score -2049200 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2049982.750000 Penalty: 3440.418213
	Iteration 12Q: 3 clusters Score -2049983 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2050397.000000 Penalty: 3440.418213
	Iteration 13Q: 3 clusters Score -2050397 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2050612.750000 Penalty: 3440.418213
	Iteration 14Q: 3 clusters Score -2050613 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2050745.750000 Penalty: 3440.418213
	Iteration 15Q: 3 clusters Score -2050746 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2050873.750000 Penalty: 3440.418213
	Iteration 16Q: 3 clusters Score -2050874 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2050993.750000 Penalty: 3440.418213
	Iteration 17Q: 3 clusters Score -2050994 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2051134.750000 Penalty: 3440.418213
	Iteration 18Q: 3 clusters Score -2051135 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2051286.375000 Penalty: 3440.418213
	Iteration 19Q: 3 clusters Score -2051286 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2051433.375000 Penalty: 3440.418213
	Iteration 20F: 3 clusters Score -2051433 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2051573.500000 Penalty: 3440.418213
	Iteration 21Q: 3 clusters Score -2051574 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2051737.625000 Penalty: 3440.418213
	Iteration 22Q: 3 clusters Score -2051738 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2051883.125000 Penalty: 3440.418213
	Iteration 23Q: 3 clusters Score -2051883 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2052034.500000 Penalty: 3440.418213
	Iteration 24Q: 3 clusters Score -2052034 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2052207.750000 Penalty: 3440.418213
	Iteration 25Q: 3 clusters Score -2052208 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2052385.500000 Penalty: 3440.418213
	Iteration 26Q: 3 clusters Score -2052386 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2052598.125000 Penalty: 3440.418213
	Iteration 27Q: 3 clusters Score -2052598 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2052823.625000 Penalty: 3440.418213
	Iteration 28Q: 3 clusters Score -2052824 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2053057.125000 Penalty: 3440.418213
	Iteration 29Q: 3 clusters Score -2053057 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2053354.750000 Penalty: 3440.418213
	Iteration 30Q: 3 clusters Score -2053355 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2053648.250000 Penalty: 3440.418213
	Iteration 31Q: 3 clusters Score -2053648 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2053939.250000 Penalty: 3440.418213
	Iteration 32Q: 3 clusters Score -2053939 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2054288.500000 Penalty: 3440.418213
	Iteration 33Q: 3 clusters Score -2054288 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2054610.000000 Penalty: 3440.418213
	Iteration 34Q: 3 clusters Score -2054610 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2054931.625000 Penalty: 3440.418213
	Iteration 35Q: 3 clusters Score -2054932 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2055168.125000 Penalty: 3440.418213
	Iteration 36Q: 3 clusters Score -2055168 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2055378.000000 Penalty: 3440.418213
	Iteration 37Q: 3 clusters Score -2055378 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2055518.875000 Penalty: 3440.418213
	Iteration 38Q: 3 clusters Score -2055519 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2055628.500000 Penalty: 3440.418213
	Iteration 39Q: 3 clusters Score -2055628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2055746.625000 Penalty: 3440.418213
	Iteration 40F: 3 clusters Score -2055747 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2055821.125000 Penalty: 3440.418213
	Iteration 41Q: 3 clusters Score -2055821 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2055858.125000 Penalty: 3440.418213
	Iteration 42Q: 3 clusters Score -2055858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2055906.750000 Penalty: 3440.418213
	Iteration 43Q: 3 clusters Score -2055907 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2055936.250000 Penalty: 3440.418213
	Iteration 44Q: 3 clusters Score -2055936 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2055967.875000 Penalty: 3440.418213
	Iteration 45Q: 3 clusters Score -2055968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2055988.125000 Penalty: 3440.418213
	Iteration 46Q: 3 clusters Score -2055988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2056013.625000 Penalty: 3440.418213
	Iteration 47Q: 3 clusters Score -2056014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2056042.750000 Penalty: 3440.418213
	Iteration 48Q: 3 clusters Score -2056043 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2056059.875000 Penalty: 3440.418213
	Iteration 49Q: 3 clusters Score -2056060 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2056072.250000 Penalty: 3440.418213
	Iteration 50Q: 3 clusters Score -2056072 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2056073.125000 Penalty: 3440.418213
	Iteration 51Q: 3 clusters Score -2056073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2056072.000000 Penalty: 3440.418213
	Iteration 52Q: 3 clusters Score -2056072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2056089.000000 Penalty: 3440.418213
	Iteration 53Q: 3 clusters Score -2056089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2056096.000000 Penalty: 3440.418213
	Iteration 54Q: 3 clusters Score -2056096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2056097.375000 Penalty: 3440.418213
	Iteration 55Q: 3 clusters Score -2056097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2056098.750000 Penalty: 3440.418213
	Iteration 56Q: 3 clusters Score -2056099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2056103.000000 Penalty: 3440.418213
	Iteration 57Q: 3 clusters Score -2056103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2056115.750000 Penalty: 3440.418213
	Iteration 58Q: 3 clusters Score -2056116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2056118.125000 Penalty: 3440.418213
	Iteration 59Q: 3 clusters Score -2056118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2056116.375000 Penalty: 3440.418213
	Iteration 60F: 3 clusters Score -2056116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2056118.750000 Penalty: 3440.418213
	Iteration 61Q: 3 clusters Score -2056119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2056119.500000 Penalty: 3440.418213
	Iteration 62Q: 3 clusters Score -2056120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2056121.375000 Penalty: 3440.418213
	Iteration 63Q: 3 clusters Score -2056121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2056127.375000 Penalty: 3440.418213
	Iteration 64Q: 3 clusters Score -2056127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2056132.250000 Penalty: 3440.418213
	Iteration 65Q: 3 clusters Score -2056132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2056130.375000 Penalty: 3440.418213
	Iteration 66Q: 3 clusters Score -2056130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2056127.875000 Penalty: 3440.418213
	Iteration 67Q: 3 clusters Score -2056128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2056129.000000 Penalty: 3440.418213
	Iteration 68Q: 3 clusters Score -2056129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2056129.625000 Penalty: 3440.418213
	Iteration 69Q: 3 clusters Score -2056130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2056128.625000 Penalty: 3440.418213
	Iteration 70Q: 3 clusters Score -2056129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2056129.375000 Penalty: 3440.418213
	Iteration 71Q: 3 clusters Score -2056129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2056135.625000 Penalty: 3440.418213
	Iteration 72Q: 3 clusters Score -2056136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2056145.000000 Penalty: 3440.418213
	Iteration 73Q: 3 clusters Score -2056145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2056145.875000 Penalty: 3440.418213
	Iteration 74Q: 3 clusters Score -2056146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2056149.625000 Penalty: 3440.418213
	Iteration 75Q: 3 clusters Score -2056150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2056156.250000 Penalty: 3440.418213
	Iteration 76Q: 3 clusters Score -2056156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2056156.625000 Penalty: 3440.418213
	Iteration 77Q: 3 clusters Score -2056157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2056156.000000 Penalty: 3440.418213
	Iteration 78Q: 3 clusters Score -2056156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2056156.000000 Penalty: 3440.418213
	Iteration 79Q: 3 clusters Score -2056156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2056159.000000 Penalty: 3440.418213
	Iteration 80F: 3 clusters Score -2056159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2056161.375000 Penalty: 3440.418213
	Iteration 81Q: 3 clusters Score -2056161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2056159.250000 Penalty: 3440.418213
	Iteration 82Q: 3 clusters Score -2056159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2056162.000000 Penalty: 3440.418213
	Iteration 83Q: 3 clusters Score -2056162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2056161.500000 Penalty: 3440.418213
	Iteration 84Q: 3 clusters Score -2056162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2056162.500000 Penalty: 3440.418213
	Iteration 85Q: 3 clusters Score -2056162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2056162.875000 Penalty: 3440.418213
	Iteration 86Q: 3 clusters Score -2056163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2056162.875000 Penalty: 3440.418213
	Iteration 87Q: 3 clusters Score -2056163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2056163.750000 Penalty: 3440.418213
	Iteration 88Q: 3 clusters Score -2056164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2056165.500000 Penalty: 3440.418213
	Iteration 89Q: 3 clusters Score -2056166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2056167.875000 Penalty: 3440.418213
	Iteration 90Q: 3 clusters Score -2056168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2056171.500000 Penalty: 3440.418213
	Iteration 91Q: 3 clusters Score -2056172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2056178.375000 Penalty: 3440.418213
	Iteration 92Q: 3 clusters Score -2056178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2056174.000000 Penalty: 3440.418213
	Iteration 93Q: 3 clusters Score -2056174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2056169.125000 Penalty: 3440.418213
	Iteration 94Q: 3 clusters Score -2056169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2056171.625000 Penalty: 3440.418213
	Iteration 95Q: 3 clusters Score -2056172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2056172.625000 Penalty: 3440.418213
	Iteration 96Q: 3 clusters Score -2056173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2056171.250000 Penalty: 3440.418213
	Iteration 97Q: 3 clusters Score -2056171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2056174.875000 Penalty: 3440.418213
	Iteration 98Q: 3 clusters Score -2056175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2056171.125000 Penalty: 3440.418213
	Iteration 99Q: 3 clusters Score -2056171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2056178.875000 Penalty: 3440.418213
	Iteration 100F: 3 clusters Score -2056179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2056176.875000 Penalty: 3440.418213
	Iteration 101Q: 3 clusters Score -2056177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2056178.500000 Penalty: 3440.418213
	Iteration 102Q: 3 clusters Score -2056178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2056177.750000 Penalty: 3440.418213
	Iteration 103Q: 3 clusters Score -2056178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2056176.375000 Penalty: 3440.418213
	Iteration 104Q: 3 clusters Score -2056176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2056178.750000 Penalty: 3440.418213
	Iteration 105Q: 3 clusters Score -2056179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2056180.375000 Penalty: 3440.418213
	Iteration 106Q: 3 clusters Score -2056180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2056184.500000 Penalty: 3440.418213
	Iteration 107Q: 3 clusters Score -2056184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2056181.750000 Penalty: 3440.418213
	Iteration 108Q: 3 clusters Score -2056182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2056180.250000 Penalty: 3440.418213
	Iteration 109Q: 3 clusters Score -2056180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2056181.250000 Penalty: 3440.418213
	Iteration 110Q: 3 clusters Score -2056181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2056179.625000 Penalty: 3440.418213
	Iteration 111Q: 3 clusters Score -2056180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2056180.875000 Penalty: 3440.418213
	Iteration 112Q: 3 clusters Score -2056181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2056180.875000 Penalty: 3440.418213
	Iteration 113F: 3 clusters Score -2056181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Entering Unmasked Estep 
Score: -405366.125000 Penalty: 1464.531006
	Iteration 0F: 2 clusters Score -405366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -399296.968750 Penalty: 2929.062012
	Iteration 0F: 3 clusters Score -399297 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -401364.468750 Penalty: 2929.062012
	Iteration 1F: 3 clusters Score -401364.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -401810.687500 Penalty: 2929.062012
	Iteration 2F: 3 clusters Score -401810.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -402364.375000 Penalty: 2929.062012
	Iteration 3F: 3 clusters Score -402364.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -402925.312500 Penalty: 2929.062012
	Iteration 4F: 3 clusters Score -402925.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -403494.718750 Penalty: 2929.062012
	Iteration 5F: 3 clusters Score -403494.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -403988.625000 Penalty: 2929.062012
	Iteration 6F: 3 clusters Score -403988.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -404347.187500 Penalty: 2929.062012
	Iteration 7F: 3 clusters Score -404347.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -404571.562500 Penalty: 2929.062012
	Iteration 8Q: 3 clusters Score -404571.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -404710.218750 Penalty: 2929.062012
	Iteration 9Q: 3 clusters Score -404710.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -404803.000000 Penalty: 2929.062012
	Iteration 10Q: 3 clusters Score -404803 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -404862.656250 Penalty: 2929.062012
	Iteration 11Q: 3 clusters Score -404862.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -404912.843750 Penalty: 2929.062012
	Iteration 12Q: 3 clusters Score -404912.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -404953.375000 Penalty: 2929.062012
	Iteration 13Q: 3 clusters Score -404953.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -404987.562500 Penalty: 2929.062012
	Iteration 14Q: 3 clusters Score -404987.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -405014.843750 Penalty: 2929.062012
	Iteration 15Q: 3 clusters Score -405014.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -405040.031250 Penalty: 2929.062012
	Iteration 16Q: 3 clusters Score -405040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -405056.843750 Penalty: 2929.062012
	Iteration 17Q: 3 clusters Score -405056.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -405074.031250 Penalty: 2929.062012
	Iteration 18Q: 3 clusters Score -405074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -405093.093750 Penalty: 2929.062012
	Iteration 19Q: 3 clusters Score -405093.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -405110.468750 Penalty: 2929.062012
	Iteration 20F: 3 clusters Score -405110.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -405123.937500 Penalty: 2929.062012
	Iteration 21Q: 3 clusters Score -405123.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -405134.781250 Penalty: 2929.062012
	Iteration 22Q: 3 clusters Score -405134.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -405144.812500 Penalty: 2929.062012
	Iteration 23Q: 3 clusters Score -405144.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -405149.937500 Penalty: 2929.062012
	Iteration 24Q: 3 clusters Score -405149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -405152.937500 Penalty: 2929.062012
	Iteration 25Q: 3 clusters Score -405152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -405153.937500 Penalty: 2929.062012
	Iteration 26Q: 3 clusters Score -405153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -405154.437500 Penalty: 2929.062012
	Iteration 27Q: 3 clusters Score -405154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -405156.437500 Penalty: 2929.062012
	Iteration 28Q: 3 clusters Score -405156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -405157.187500 Penalty: 2929.062012
	Iteration 29Q: 3 clusters Score -405157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -405158.281250 Penalty: 2929.062012
	Iteration 30Q: 3 clusters Score -405158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -405159.406250 Penalty: 2929.062012
	Iteration 31Q: 3 clusters Score -405159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -405160.500000 Penalty: 2929.062012
	Iteration 32Q: 3 clusters Score -405160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -405161.906250 Penalty: 2929.062012
	Iteration 33Q: 3 clusters Score -405161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -405162.937500 Penalty: 2929.062012
	Iteration 34Q: 3 clusters Score -405162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -405162.906250 Penalty: 2929.062012
	Iteration 35Q: 3 clusters Score -405162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -405163.531250 Penalty: 2929.062012
	Iteration 36Q: 3 clusters Score -405163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -405164.343750 Penalty: 2929.062012
	Iteration 37Q: 3 clusters Score -405164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -405164.218750 Penalty: 2929.062012
	Iteration 38Q: 3 clusters Score -405164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -405164.437500 Penalty: 2929.062012
	Iteration 39Q: 3 clusters Score -405164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -405164.250000 Penalty: 2929.062012
	Iteration 40F: 3 clusters Score -405164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -405164.375000 Penalty: 2929.062012
	Iteration 41Q: 3 clusters Score -405164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -405164.687500 Penalty: 2929.062012
	Iteration 42Q: 3 clusters Score -405164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -405164.187500 Penalty: 2929.062012
	Iteration 43Q: 3 clusters Score -405164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -405164.312500 Penalty: 2929.062012
	Iteration 44Q: 3 clusters Score -405164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -405164.312500 Penalty: 2929.062012
	Iteration 45Q: 3 clusters Score -405164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -405164.312500 Penalty: 2929.062012
	Iteration 46F: 3 clusters Score -405164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Entering Unmasked Estep 
Score: -424929.500000 Penalty: 1460.602173
	Iteration 0F: 2 clusters Score -424929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -419047.843750 Penalty: 2921.204346
	Iteration 0F: 3 clusters Score -419047.8 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -420948.031250 Penalty: 2921.204346
	Iteration 1F: 3 clusters Score -420948 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -421205.218750 Penalty: 2921.204346
	Iteration 2F: 3 clusters Score -421205.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -421396.968750 Penalty: 2921.204346
	Iteration 3F: 3 clusters Score -421397 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -421595.000000 Penalty: 2921.204346
	Iteration 4Q: 3 clusters Score -421595 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -421814.781250 Penalty: 2921.204346
	Iteration 5Q: 3 clusters Score -421814.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -422036.906250 Penalty: 2921.204346
	Iteration 6Q: 3 clusters Score -422036.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -422257.875000 Penalty: 2921.204346
	Iteration 7Q: 3 clusters Score -422257.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -422472.625000 Penalty: 2921.204346
	Iteration 8Q: 3 clusters Score -422472.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -422673.218750 Penalty: 2921.204346
	Iteration 9Q: 3 clusters Score -422673.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -422875.968750 Penalty: 2921.204346
	Iteration 10Q: 3 clusters Score -422876 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -423060.031250 Penalty: 2921.204346
	Iteration 11Q: 3 clusters Score -423060 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -423221.437500 Penalty: 2921.204346
	Iteration 12Q: 3 clusters Score -423221.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -423346.562500 Penalty: 2921.204346
	Iteration 13Q: 3 clusters Score -423346.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -423419.625000 Penalty: 2921.204346
	Iteration 14Q: 3 clusters Score -423419.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -423470.000000 Penalty: 2921.204346
	Iteration 15Q: 3 clusters Score -423470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -423524.218750 Penalty: 2921.204346
	Iteration 16Q: 3 clusters Score -423524.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -423573.312500 Penalty: 2921.204346
	Iteration 17Q: 3 clusters Score -423573.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -423611.781250 Penalty: 2921.204346
	Iteration 18Q: 3 clusters Score -423611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -423635.406250 Penalty: 2921.204346
	Iteration 19Q: 3 clusters Score -423635.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -423654.562500 Penalty: 2921.204346
	Iteration 20F: 3 clusters Score -423654.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -423667.437500 Penalty: 2921.204346
	Iteration 21Q: 3 clusters Score -423667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -423675.406250 Penalty: 2921.204346
	Iteration 22Q: 3 clusters Score -423675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -423681.343750 Penalty: 2921.204346
	Iteration 23Q: 3 clusters Score -423681.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -423685.031250 Penalty: 2921.204346
	Iteration 24Q: 3 clusters Score -423685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -423687.156250 Penalty: 2921.204346
	Iteration 25Q: 3 clusters Score -423687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -423688.031250 Penalty: 2921.204346
	Iteration 26Q: 3 clusters Score -423688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -423690.968750 Penalty: 2921.204346
	Iteration 27Q: 3 clusters Score -423691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -423690.781250 Penalty: 2921.204346
	Iteration 28Q: 3 clusters Score -423690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -423690.781250 Penalty: 2921.204346
	Iteration 29F: 3 clusters Score -423690.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -102241.343750 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -102241.3 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 982 members 
Entering Unmasked Estep 
Score: -100193.851562 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -100193.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -100627.710938 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -100627.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -100733.593750 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -100733.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -100782.570312 Penalty: 2460.561523
	Iteration 3Q: 3 clusters Score -100782.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -100817.015625 Penalty: 2460.561523
	Iteration 4Q: 3 clusters Score -100817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -100849.414062 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -100849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -100867.343750 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -100867.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -100880.578125 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -100880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100891.562500 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -100891.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100897.539062 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -100897.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -100903.906250 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -100903.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100909.625000 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -100909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100915.679688 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -100915.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -100918.468750 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -100918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -100920.414062 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -100920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -100923.296875 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -100923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100927.281250 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -100927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -100930.804688 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -100930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -100934.218750 Penalty: 2460.561523
	Iteration 18Q: 3 clusters Score -100934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100935.718750 Penalty: 2460.561523
	Iteration 19Q: 3 clusters Score -100935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -100936.867188 Penalty: 2460.561523
	Iteration 20F: 3 clusters Score -100936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -100939.257812 Penalty: 2460.561523
	Iteration 21Q: 3 clusters Score -100939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100942.992188 Penalty: 2460.561523
	Iteration 22Q: 3 clusters Score -100943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100945.195312 Penalty: 2460.561523
	Iteration 23Q: 3 clusters Score -100945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -100947.906250 Penalty: 2460.561523
	Iteration 24Q: 3 clusters Score -100947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -100950.109375 Penalty: 2460.561523
	Iteration 25Q: 3 clusters Score -100950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -100951.515625 Penalty: 2460.561523
	Iteration 26Q: 3 clusters Score -100951.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -100951.515625 Penalty: 2460.561523
	Iteration 27F: 3 clusters Score -100951.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Entering Unmasked Estep 
Score: -3182783.250000 Penalty: 1790.014893
	Iteration 0F: 2 clusters Score -3182783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3142067.000000 Penalty: 3580.029785
	Iteration 0F: 3 clusters Score -3142067 nChanged 28756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3158664.250000 Penalty: 3580.029785
	Iteration 1F: 3 clusters Score -3158664 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3159399.000000 Penalty: 3580.029785
	Iteration 2Q: 3 clusters Score -3159399 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3160272.750000 Penalty: 3580.029785
	Iteration 3Q: 3 clusters Score -3160273 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3161416.000000 Penalty: 3580.029785
	Iteration 4Q: 3 clusters Score -3161416 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3162931.500000 Penalty: 3580.029785
	Iteration 5F: 3 clusters Score -3162932 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3164747.500000 Penalty: 3580.029785
	Iteration 6F: 3 clusters Score -3164748 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3167029.500000 Penalty: 3580.029785
	Iteration 7F: 3 clusters Score -3167030 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3169353.000000 Penalty: 3580.029785
	Iteration 8F: 3 clusters Score -3169353 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3171274.250000 Penalty: 3580.029785
	Iteration 9Q: 3 clusters Score -3171274 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3172638.000000 Penalty: 3580.029785
	Iteration 10Q: 3 clusters Score -3172638 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3173435.750000 Penalty: 3580.029785
	Iteration 11Q: 3 clusters Score -3173436 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3173891.000000 Penalty: 3580.029785
	Iteration 12Q: 3 clusters Score -3173891 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3174270.750000 Penalty: 3580.029785
	Iteration 13Q: 3 clusters Score -3174271 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3174590.750000 Penalty: 3580.029785
	Iteration 14Q: 3 clusters Score -3174591 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3174945.000000 Penalty: 3580.029785
	Iteration 15Q: 3 clusters Score -3174945 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3175245.500000 Penalty: 3580.029785
	Iteration 16Q: 3 clusters Score -3175246 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3175606.000000 Penalty: 3580.029785
	Iteration 17Q: 3 clusters Score -3175606 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3176001.500000 Penalty: 3580.029785
	Iteration 18Q: 3 clusters Score -3176002 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3176407.750000 Penalty: 3580.029785
	Iteration 19Q: 3 clusters Score -3176408 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3176842.250000 Penalty: 3580.029785
	Iteration 20F: 3 clusters Score -3176842 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3177344.750000 Penalty: 3580.029785
	Iteration 21Q: 3 clusters Score -3177345 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3177884.250000 Penalty: 3580.029785
	Iteration 22Q: 3 clusters Score -3177884 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3178422.750000 Penalty: 3580.029785
	Iteration 23Q: 3 clusters Score -3178423 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3178902.250000 Penalty: 3580.029785
	Iteration 24Q: 3 clusters Score -3178902 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3179331.750000 Penalty: 3580.029785
	Iteration 25Q: 3 clusters Score -3179332 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3179671.750000 Penalty: 3580.029785
	Iteration 26Q: 3 clusters Score -3179672 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3180055.750000 Penalty: 3580.029785
	Iteration 27Q: 3 clusters Score -3180056 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3180314.000000 Penalty: 3580.029785
	Iteration 28Q: 3 clusters Score -3180314 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3180530.000000 Penalty: 3580.029785
	Iteration 29Q: 3 clusters Score -3180530 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3180698.250000 Penalty: 3580.029785
	Iteration 30Q: 3 clusters Score -3180698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3180819.000000 Penalty: 3580.029785
	Iteration 31Q: 3 clusters Score -3180819 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3180916.000000 Penalty: 3580.029785
	Iteration 32Q: 3 clusters Score -3180916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3180995.750000 Penalty: 3580.029785
	Iteration 33Q: 3 clusters Score -3180996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3181062.500000 Penalty: 3580.029785
	Iteration 34Q: 3 clusters Score -3181062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3181114.500000 Penalty: 3580.029785
	Iteration 35Q: 3 clusters Score -3181114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3181149.250000 Penalty: 3580.029785
	Iteration 36Q: 3 clusters Score -3181149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3181180.500000 Penalty: 3580.029785
	Iteration 37Q: 3 clusters Score -3181180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3181191.000000 Penalty: 3580.029785
	Iteration 38Q: 3 clusters Score -3181191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3181202.000000 Penalty: 3580.029785
	Iteration 39Q: 3 clusters Score -3181202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3181210.250000 Penalty: 3580.029785
	Iteration 40F: 3 clusters Score -3181210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3181223.250000 Penalty: 3580.029785
	Iteration 41Q: 3 clusters Score -3181223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3181229.500000 Penalty: 3580.029785
	Iteration 42Q: 3 clusters Score -3181230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3181238.500000 Penalty: 3580.029785
	Iteration 43Q: 3 clusters Score -3181238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3181249.250000 Penalty: 3580.029785
	Iteration 44Q: 3 clusters Score -3181249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3181252.250000 Penalty: 3580.029785
	Iteration 45Q: 3 clusters Score -3181252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3181259.000000 Penalty: 3580.029785
	Iteration 46Q: 3 clusters Score -3181259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3181265.250000 Penalty: 3580.029785
	Iteration 47Q: 3 clusters Score -3181265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3181275.000000 Penalty: 3580.029785
	Iteration 48Q: 3 clusters Score -3181275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3181278.000000 Penalty: 3580.029785
	Iteration 49Q: 3 clusters Score -3181278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3181280.250000 Penalty: 3580.029785
	Iteration 50Q: 3 clusters Score -3181280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3181283.500000 Penalty: 3580.029785
	Iteration 51Q: 3 clusters Score -3181284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3181285.750000 Penalty: 3580.029785
	Iteration 52Q: 3 clusters Score -3181286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3181292.750000 Penalty: 3580.029785
	Iteration 53Q: 3 clusters Score -3181293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3181298.250000 Penalty: 3580.029785
	Iteration 54Q: 3 clusters Score -3181298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3181298.250000 Penalty: 3580.029785
	Iteration 55F: 3 clusters Score -3181298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -255541.843750 Penalty: 1379.495850
	Iteration 0F: 2 clusters Score -255541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -251615.765625 Penalty: 2758.991699
	Iteration 0F: 3 clusters Score -251615.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -252629.609375 Penalty: 2758.991699
	Iteration 1F: 3 clusters Score -252629.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -252786.453125 Penalty: 2758.991699
	Iteration 2F: 3 clusters Score -252786.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -252877.968750 Penalty: 2758.991699
	Iteration 3Q: 3 clusters Score -252878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -252953.375000 Penalty: 2758.991699
	Iteration 4Q: 3 clusters Score -252953.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -253026.031250 Penalty: 2758.991699
	Iteration 5Q: 3 clusters Score -253026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -253084.515625 Penalty: 2758.991699
	Iteration 6Q: 3 clusters Score -253084.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -253139.765625 Penalty: 2758.991699
	Iteration 7Q: 3 clusters Score -253139.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -253193.109375 Penalty: 2758.991699
	Iteration 8Q: 3 clusters Score -253193.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -253247.015625 Penalty: 2758.991699
	Iteration 9Q: 3 clusters Score -253247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -253306.812500 Penalty: 2758.991699
	Iteration 10Q: 3 clusters Score -253306.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -253394.968750 Penalty: 2758.991699
	Iteration 11Q: 3 clusters Score -253395 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -253521.046875 Penalty: 2758.991699
	Iteration 12Q: 3 clusters Score -253521 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -253638.906250 Penalty: 2758.991699
	Iteration 13Q: 3 clusters Score -253638.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -253768.640625 Penalty: 2758.991699
	Iteration 14Q: 3 clusters Score -253768.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -253908.796875 Penalty: 2758.991699
	Iteration 15Q: 3 clusters Score -253908.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -254018.609375 Penalty: 2758.991699
	Iteration 16Q: 3 clusters Score -254018.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -254101.359375 Penalty: 2758.991699
	Iteration 17Q: 3 clusters Score -254101.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -254158.015625 Penalty: 2758.991699
	Iteration 18Q: 3 clusters Score -254158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -254204.671875 Penalty: 2758.991699
	Iteration 19Q: 3 clusters Score -254204.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -254255.281250 Penalty: 2758.991699
	Iteration 20F: 3 clusters Score -254255.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -254294.640625 Penalty: 2758.991699
	Iteration 21Q: 3 clusters Score -254294.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -254327.250000 Penalty: 2758.991699
	Iteration 22Q: 3 clusters Score -254327.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -254344.531250 Penalty: 2758.991699
	Iteration 23Q: 3 clusters Score -254344.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -254359.453125 Penalty: 2758.991699
	Iteration 24Q: 3 clusters Score -254359.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -254367.593750 Penalty: 2758.991699
	Iteration 25Q: 3 clusters Score -254367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -254370.171875 Penalty: 2758.991699
	Iteration 26Q: 3 clusters Score -254370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -254372.578125 Penalty: 2758.991699
	Iteration 27Q: 3 clusters Score -254372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -254374.984375 Penalty: 2758.991699
	Iteration 28Q: 3 clusters Score -254375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -254380.484375 Penalty: 2758.991699
	Iteration 29Q: 3 clusters Score -254380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -254385.390625 Penalty: 2758.991699
	Iteration 30Q: 3 clusters Score -254385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -254390.875000 Penalty: 2758.991699
	Iteration 31Q: 3 clusters Score -254390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -254399.281250 Penalty: 2758.991699
	Iteration 32Q: 3 clusters Score -254399.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -254404.437500 Penalty: 2758.991699
	Iteration 33Q: 3 clusters Score -254404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -254406.687500 Penalty: 2758.991699
	Iteration 34Q: 3 clusters Score -254406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -254407.812500 Penalty: 2758.991699
	Iteration 35Q: 3 clusters Score -254407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -254407.812500 Penalty: 2758.991699
	Iteration 36F: 3 clusters Score -254407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -843419.687500 Penalty: 1569.845459
	Iteration 0F: 2 clusters Score -843419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -832535.500000 Penalty: 3139.690918
	Iteration 0F: 3 clusters Score -832535.5 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -836313.687500 Penalty: 3139.690918
	Iteration 1F: 3 clusters Score -836313.7 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -836726.625000 Penalty: 3139.690918
	Iteration 2F: 3 clusters Score -836726.6 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -837214.625000 Penalty: 3139.690918
	Iteration 3F: 3 clusters Score -837214.6 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -837861.312500 Penalty: 3139.690918
	Iteration 4F: 3 clusters Score -837861.3 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -838650.500000 Penalty: 3139.690918
	Iteration 5F: 3 clusters Score -838650.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -839596.250000 Penalty: 3139.690918
	Iteration 6F: 3 clusters Score -839596.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -840423.750000 Penalty: 3139.690918
	Iteration 7F: 3 clusters Score -840423.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -841002.875000 Penalty: 3139.690918
	Iteration 8Q: 3 clusters Score -841002.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -841336.812500 Penalty: 3139.690918
	Iteration 9Q: 3 clusters Score -841336.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -841493.750000 Penalty: 3139.690918
	Iteration 10Q: 3 clusters Score -841493.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -841594.500000 Penalty: 3139.690918
	Iteration 11Q: 3 clusters Score -841594.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -841677.812500 Penalty: 3139.690918
	Iteration 12Q: 3 clusters Score -841677.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -841747.625000 Penalty: 3139.690918
	Iteration 13Q: 3 clusters Score -841747.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -841805.562500 Penalty: 3139.690918
	Iteration 14Q: 3 clusters Score -841805.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -841858.875000 Penalty: 3139.690918
	Iteration 15Q: 3 clusters Score -841858.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -841910.687500 Penalty: 3139.690918
	Iteration 16Q: 3 clusters Score -841910.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -841951.875000 Penalty: 3139.690918
	Iteration 17Q: 3 clusters Score -841951.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -841982.437500 Penalty: 3139.690918
	Iteration 18Q: 3 clusters Score -841982.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -842004.937500 Penalty: 3139.690918
	Iteration 19Q: 3 clusters Score -842004.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -842030.250000 Penalty: 3139.690918
	Iteration 20F: 3 clusters Score -842030.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -842045.625000 Penalty: 3139.690918
	Iteration 21Q: 3 clusters Score -842045.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -842058.562500 Penalty: 3139.690918
	Iteration 22Q: 3 clusters Score -842058.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -842066.562500 Penalty: 3139.690918
	Iteration 23Q: 3 clusters Score -842066.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -842075.625000 Penalty: 3139.690918
	Iteration 24Q: 3 clusters Score -842075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -842079.562500 Penalty: 3139.690918
	Iteration 25Q: 3 clusters Score -842079.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -842085.750000 Penalty: 3139.690918
	Iteration 26Q: 3 clusters Score -842085.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -842090.000000 Penalty: 3139.690918
	Iteration 27Q: 3 clusters Score -842090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -842097.312500 Penalty: 3139.690918
	Iteration 28Q: 3 clusters Score -842097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -842102.562500 Penalty: 3139.690918
	Iteration 29Q: 3 clusters Score -842102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -842102.562500 Penalty: 3139.690918
	Iteration 30Q: 3 clusters Score -842102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -842109.312500 Penalty: 3139.690918
	Iteration 31Q: 3 clusters Score -842109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -842112.625000 Penalty: 3139.690918
	Iteration 32Q: 3 clusters Score -842112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -842115.687500 Penalty: 3139.690918
	Iteration 33Q: 3 clusters Score -842115.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -842118.500000 Penalty: 3139.690918
	Iteration 34Q: 3 clusters Score -842118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -842118.750000 Penalty: 3139.690918
	Iteration 35Q: 3 clusters Score -842118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -842117.562500 Penalty: 3139.690918
	Iteration 36Q: 3 clusters Score -842117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -842119.875000 Penalty: 3139.690918
	Iteration 37Q: 3 clusters Score -842119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -842121.500000 Penalty: 3139.690918
	Iteration 38Q: 3 clusters Score -842121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -842120.625000 Penalty: 3139.690918
	Iteration 39Q: 3 clusters Score -842120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -842122.000000 Penalty: 3139.690918
	Iteration 40F: 3 clusters Score -842122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -842124.562500 Penalty: 3139.690918
	Iteration 41Q: 3 clusters Score -842124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -842126.937500 Penalty: 3139.690918
	Iteration 42Q: 3 clusters Score -842126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -842129.562500 Penalty: 3139.690918
	Iteration 43Q: 3 clusters Score -842129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -842131.375000 Penalty: 3139.690918
	Iteration 44Q: 3 clusters Score -842131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -842129.437500 Penalty: 3139.690918
	Iteration 45Q: 3 clusters Score -842129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -842130.187500 Penalty: 3139.690918
	Iteration 46Q: 3 clusters Score -842130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -842131.312500 Penalty: 3139.690918
	Iteration 47Q: 3 clusters Score -842131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -842132.125000 Penalty: 3139.690918
	Iteration 48Q: 3 clusters Score -842132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -842133.375000 Penalty: 3139.690918
	Iteration 49Q: 3 clusters Score -842133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -842133.375000 Penalty: 3139.690918
	Iteration 50F: 3 clusters Score -842133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -159814.343750 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -159814.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -156929.828125 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -156929.8 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -157730.453125 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -157730.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -157936.875000 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -157936.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -158132.812500 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -158132.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -158323.765625 Penalty: 2625.976318
	Iteration 4F: 3 clusters Score -158323.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -158456.359375 Penalty: 2625.976318
	Iteration 5F: 3 clusters Score -158456.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -158563.437500 Penalty: 2625.976318
	Iteration 6Q: 3 clusters Score -158563.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -158667.421875 Penalty: 2625.976318
	Iteration 7Q: 3 clusters Score -158667.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -158750.921875 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -158750.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -158827.656250 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -158827.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -158871.390625 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -158871.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -158896.125000 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -158896.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -158914.468750 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -158914.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -158924.953125 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -158925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -158932.640625 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -158932.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -158936.328125 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -158936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -158938.437500 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -158938.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -158939.968750 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -158940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -158941.187500 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -158941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -158943.140625 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -158943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -158944.953125 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -158945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -158946.593750 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -158946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -158947.968750 Penalty: 2625.976318
	Iteration 22Q: 3 clusters Score -158948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -158948.406250 Penalty: 2625.976318
	Iteration 23Q: 3 clusters Score -158948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -158949.390625 Penalty: 2625.976318
	Iteration 24Q: 3 clusters Score -158949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -158949.796875 Penalty: 2625.976318
	Iteration 25Q: 3 clusters Score -158949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -158950.015625 Penalty: 2625.976318
	Iteration 26Q: 3 clusters Score -158950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -158950.078125 Penalty: 2625.976318
	Iteration 27Q: 3 clusters Score -158950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -158950.078125 Penalty: 2625.976318
	Iteration 28F: 3 clusters Score -158950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -250310.843750 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -250310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -246021.750000 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -246021.8 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -247244.906250 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -247244.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -247448.578125 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -247448.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -247585.546875 Penalty: 2794.661133
	Iteration 3Q: 3 clusters Score -247585.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -247714.578125 Penalty: 2794.661133
	Iteration 4Q: 3 clusters Score -247714.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -247822.921875 Penalty: 2794.661133
	Iteration 5Q: 3 clusters Score -247822.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -247925.515625 Penalty: 2794.661133
	Iteration 6Q: 3 clusters Score -247925.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -248009.250000 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -248009.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -248086.578125 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -248086.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -248169.281250 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -248169.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -248259.437500 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -248259.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248370.921875 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -248370.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -248497.609375 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -248497.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248665.171875 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -248665.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248807.859375 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -248807.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -248928.140625 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -248928.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -249007.500000 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -249007.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -249083.281250 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -249083.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249171.484375 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -249171.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -249241.953125 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -249242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -249322.531250 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -249322.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -249397.593750 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -249397.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -249451.046875 Penalty: 2794.661133
	Iteration 22Q: 3 clusters Score -249451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249481.328125 Penalty: 2794.661133
	Iteration 23Q: 3 clusters Score -249481.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249502.328125 Penalty: 2794.661133
	Iteration 24Q: 3 clusters Score -249502.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249521.531250 Penalty: 2794.661133
	Iteration 25Q: 3 clusters Score -249521.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -249533.750000 Penalty: 2794.661133
	Iteration 26Q: 3 clusters Score -249533.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249542.828125 Penalty: 2794.661133
	Iteration 27Q: 3 clusters Score -249542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249548.000000 Penalty: 2794.661133
	Iteration 28Q: 3 clusters Score -249548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249553.328125 Penalty: 2794.661133
	Iteration 29Q: 3 clusters Score -249553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249555.359375 Penalty: 2794.661133
	Iteration 30Q: 3 clusters Score -249555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -249556.437500 Penalty: 2794.661133
	Iteration 31Q: 3 clusters Score -249556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -249558.093750 Penalty: 2794.661133
	Iteration 32Q: 3 clusters Score -249558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -249558.734375 Penalty: 2794.661133
	Iteration 33Q: 3 clusters Score -249558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -249559.046875 Penalty: 2794.661133
	Iteration 34Q: 3 clusters Score -249559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249559.546875 Penalty: 2794.661133
	Iteration 35Q: 3 clusters Score -249559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -249559.843750 Penalty: 2794.661133
	Iteration 36Q: 3 clusters Score -249559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -249560.140625 Penalty: 2794.661133
	Iteration 37Q: 3 clusters Score -249560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -249560.140625 Penalty: 2794.661133
	Iteration 38F: 3 clusters Score -249560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -261371.390625 Penalty: 1409.473633
	Iteration 0F: 2 clusters Score -261371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -256869.578125 Penalty: 2818.947266
	Iteration 0F: 3 clusters Score -256869.6 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -258107.421875 Penalty: 2818.947266
	Iteration 1F: 3 clusters Score -258107.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -258319.718750 Penalty: 2818.947266
	Iteration 2F: 3 clusters Score -258319.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -258504.062500 Penalty: 2818.947266
	Iteration 3F: 3 clusters Score -258504.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -258665.515625 Penalty: 2818.947266
	Iteration 4Q: 3 clusters Score -258665.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -258822.109375 Penalty: 2818.947266
	Iteration 5Q: 3 clusters Score -258822.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -259026.156250 Penalty: 2818.947266
	Iteration 6Q: 3 clusters Score -259026.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -259255.437500 Penalty: 2818.947266
	Iteration 7Q: 3 clusters Score -259255.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -259504.125000 Penalty: 2818.947266
	Iteration 8Q: 3 clusters Score -259504.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -259787.531250 Penalty: 2818.947266
	Iteration 9Q: 3 clusters Score -259787.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -260046.203125 Penalty: 2818.947266
	Iteration 10Q: 3 clusters Score -260046.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -260257.625000 Penalty: 2818.947266
	Iteration 11Q: 3 clusters Score -260257.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -260422.656250 Penalty: 2818.947266
	Iteration 12Q: 3 clusters Score -260422.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -260512.890625 Penalty: 2818.947266
	Iteration 13Q: 3 clusters Score -260512.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -260567.312500 Penalty: 2818.947266
	Iteration 14Q: 3 clusters Score -260567.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -260591.500000 Penalty: 2818.947266
	Iteration 15Q: 3 clusters Score -260591.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -260604.656250 Penalty: 2818.947266
	Iteration 16Q: 3 clusters Score -260604.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -260613.953125 Penalty: 2818.947266
	Iteration 17Q: 3 clusters Score -260614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -260618.343750 Penalty: 2818.947266
	Iteration 18Q: 3 clusters Score -260618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -260622.484375 Penalty: 2818.947266
	Iteration 19Q: 3 clusters Score -260622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -260624.625000 Penalty: 2818.947266
	Iteration 20F: 3 clusters Score -260624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -260626.484375 Penalty: 2818.947266
	Iteration 21Q: 3 clusters Score -260626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -260627.890625 Penalty: 2818.947266
	Iteration 22Q: 3 clusters Score -260627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -260629.000000 Penalty: 2818.947266
	Iteration 23Q: 3 clusters Score -260629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -260629.859375 Penalty: 2818.947266
	Iteration 24Q: 3 clusters Score -260629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -260630.453125 Penalty: 2818.947266
	Iteration 25Q: 3 clusters Score -260630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -260630.453125 Penalty: 2818.947266
	Iteration 26F: 3 clusters Score -260630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Entering Unmasked Estep 
Score: -2172654.500000 Penalty: 1728.576416
	Iteration 0F: 2 clusters Score -2172654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2144717.500000 Penalty: 3457.152832
	Iteration 0F: 3 clusters Score -2144718 nChanged 19472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2155898.750000 Penalty: 3457.152832
	Iteration 1F: 3 clusters Score -2155899 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2156603.250000 Penalty: 3457.152832
	Iteration 2Q: 3 clusters Score -2156603 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2157479.500000 Penalty: 3457.152832
	Iteration 3Q: 3 clusters Score -2157480 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2158687.500000 Penalty: 3457.152832
	Iteration 4F: 3 clusters Score -2158688 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2160284.000000 Penalty: 3457.152832
	Iteration 5F: 3 clusters Score -2160284 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2162117.250000 Penalty: 3457.152832
	Iteration 6F: 3 clusters Score -2162117 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2163989.000000 Penalty: 3457.152832
	Iteration 7F: 3 clusters Score -2163989 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2165545.500000 Penalty: 3457.152832
	Iteration 8F: 3 clusters Score -2165546 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2166654.500000 Penalty: 3457.152832
	Iteration 9Q: 3 clusters Score -2166654 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2167373.750000 Penalty: 3457.152832
	Iteration 10Q: 3 clusters Score -2167374 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2167826.750000 Penalty: 3457.152832
	Iteration 11Q: 3 clusters Score -2167827 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2168143.750000 Penalty: 3457.152832
	Iteration 12Q: 3 clusters Score -2168144 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2168352.750000 Penalty: 3457.152832
	Iteration 13Q: 3 clusters Score -2168353 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2168512.500000 Penalty: 3457.152832
	Iteration 14Q: 3 clusters Score -2168512 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2168661.750000 Penalty: 3457.152832
	Iteration 15Q: 3 clusters Score -2168662 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2168800.750000 Penalty: 3457.152832
	Iteration 16Q: 3 clusters Score -2168801 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2168908.500000 Penalty: 3457.152832
	Iteration 17Q: 3 clusters Score -2168908 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2169020.000000 Penalty: 3457.152832
	Iteration 18Q: 3 clusters Score -2169020 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2169129.000000 Penalty: 3457.152832
	Iteration 19Q: 3 clusters Score -2169129 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2169235.750000 Penalty: 3457.152832
	Iteration 20F: 3 clusters Score -2169236 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2169339.000000 Penalty: 3457.152832
	Iteration 21Q: 3 clusters Score -2169339 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2169448.000000 Penalty: 3457.152832
	Iteration 22Q: 3 clusters Score -2169448 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2169553.750000 Penalty: 3457.152832
	Iteration 23Q: 3 clusters Score -2169554 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2169663.500000 Penalty: 3457.152832
	Iteration 24Q: 3 clusters Score -2169664 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2169773.500000 Penalty: 3457.152832
	Iteration 25Q: 3 clusters Score -2169774 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2169873.250000 Penalty: 3457.152832
	Iteration 26Q: 3 clusters Score -2169873 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2169955.250000 Penalty: 3457.152832
	Iteration 27Q: 3 clusters Score -2169955 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2170042.250000 Penalty: 3457.152832
	Iteration 28Q: 3 clusters Score -2170042 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2170129.250000 Penalty: 3457.152832
	Iteration 29Q: 3 clusters Score -2170129 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2170205.500000 Penalty: 3457.152832
	Iteration 30Q: 3 clusters Score -2170206 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2170312.750000 Penalty: 3457.152832
	Iteration 31Q: 3 clusters Score -2170313 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2170412.250000 Penalty: 3457.152832
	Iteration 32Q: 3 clusters Score -2170412 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2170516.750000 Penalty: 3457.152832
	Iteration 33Q: 3 clusters Score -2170517 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2170591.500000 Penalty: 3457.152832
	Iteration 34Q: 3 clusters Score -2170592 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2170686.750000 Penalty: 3457.152832
	Iteration 35Q: 3 clusters Score -2170687 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2170795.000000 Penalty: 3457.152832
	Iteration 36Q: 3 clusters Score -2170795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2170906.500000 Penalty: 3457.152832
	Iteration 37Q: 3 clusters Score -2170906 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2171017.000000 Penalty: 3457.152832
	Iteration 38Q: 3 clusters Score -2171017 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2171140.500000 Penalty: 3457.152832
	Iteration 39Q: 3 clusters Score -2171140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2171270.500000 Penalty: 3457.152832
	Iteration 40F: 3 clusters Score -2171270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2171363.250000 Penalty: 3457.152832
	Iteration 41Q: 3 clusters Score -2171363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2171404.750000 Penalty: 3457.152832
	Iteration 42Q: 3 clusters Score -2171405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2171438.750000 Penalty: 3457.152832
	Iteration 43Q: 3 clusters Score -2171439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2171459.750000 Penalty: 3457.152832
	Iteration 44Q: 3 clusters Score -2171460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2171471.750000 Penalty: 3457.152832
	Iteration 45Q: 3 clusters Score -2171472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2171487.000000 Penalty: 3457.152832
	Iteration 46Q: 3 clusters Score -2171487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2171487.750000 Penalty: 3457.152832
	Iteration 47Q: 3 clusters Score -2171488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2171492.750000 Penalty: 3457.152832
	Iteration 48Q: 3 clusters Score -2171493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2171493.500000 Penalty: 3457.152832
	Iteration 49Q: 3 clusters Score -2171494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2171497.500000 Penalty: 3457.152832
	Iteration 50Q: 3 clusters Score -2171498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2171500.250000 Penalty: 3457.152832
	Iteration 51Q: 3 clusters Score -2171500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2171505.250000 Penalty: 3457.152832
	Iteration 52Q: 3 clusters Score -2171505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2171508.250000 Penalty: 3457.152832
	Iteration 53Q: 3 clusters Score -2171508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2171507.500000 Penalty: 3457.152832
	Iteration 54Q: 3 clusters Score -2171508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2171507.250000 Penalty: 3457.152832
	Iteration 55Q: 3 clusters Score -2171507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2171507.750000 Penalty: 3457.152832
	Iteration 56Q: 3 clusters Score -2171508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2171507.000000 Penalty: 3457.152832
	Iteration 57Q: 3 clusters Score -2171507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2171509.000000 Penalty: 3457.152832
	Iteration 58F: 3 clusters Score -2171509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2171511.500000 Penalty: 3457.152832
	Iteration 59Q: 3 clusters Score -2171512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2171511.750000 Penalty: 3457.152832
	Iteration 60F: 3 clusters Score -2171512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2171515.750000 Penalty: 3457.152832
	Iteration 61Q: 3 clusters Score -2171516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2171516.750000 Penalty: 3457.152832
	Iteration 62Q: 3 clusters Score -2171517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2171518.000000 Penalty: 3457.152832
	Iteration 63Q: 3 clusters Score -2171518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2171520.000000 Penalty: 3457.152832
	Iteration 64Q: 3 clusters Score -2171520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2171520.000000 Penalty: 3457.152832
	Iteration 65Q: 3 clusters Score -2171520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2171522.000000 Penalty: 3457.152832
	Iteration 66Q: 3 clusters Score -2171522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2171522.250000 Penalty: 3457.152832
	Iteration 67Q: 3 clusters Score -2171522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2171521.000000 Penalty: 3457.152832
	Iteration 68Q: 3 clusters Score -2171521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2171521.500000 Penalty: 3457.152832
	Iteration 69Q: 3 clusters Score -2171522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2171517.000000 Penalty: 3457.152832
	Iteration 70Q: 3 clusters Score -2171517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2171520.250000 Penalty: 3457.152832
	Iteration 71Q: 3 clusters Score -2171520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2171522.000000 Penalty: 3457.152832
	Iteration 72Q: 3 clusters Score -2171522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2171520.000000 Penalty: 3457.152832
	Iteration 73Q: 3 clusters Score -2171520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2171520.250000 Penalty: 3457.152832
	Iteration 74Q: 3 clusters Score -2171520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2171520.250000 Penalty: 3457.152832
	Iteration 75F: 3 clusters Score -2171520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Entering Unmasked Estep 
Score: -885900.437500 Penalty: 1579.028320
	Iteration 0F: 2 clusters Score -885900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -874480.250000 Penalty: 3158.056641
	Iteration 0F: 3 clusters Score -874480.2 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -878370.625000 Penalty: 3158.056641
	Iteration 1F: 3 clusters Score -878370.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -878620.625000 Penalty: 3158.056641
	Iteration 2Q: 3 clusters Score -878620.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -878811.187500 Penalty: 3158.056641
	Iteration 3Q: 3 clusters Score -878811.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -878975.937500 Penalty: 3158.056641
	Iteration 4Q: 3 clusters Score -878975.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -879142.812500 Penalty: 3158.056641
	Iteration 5Q: 3 clusters Score -879142.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -879321.062500 Penalty: 3158.056641
	Iteration 6Q: 3 clusters Score -879321.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -879498.000000 Penalty: 3158.056641
	Iteration 7Q: 3 clusters Score -879498 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -879702.937500 Penalty: 3158.056641
	Iteration 8Q: 3 clusters Score -879702.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -879968.250000 Penalty: 3158.056641
	Iteration 9Q: 3 clusters Score -879968.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -880358.500000 Penalty: 3158.056641
	Iteration 10Q: 3 clusters Score -880358.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -880945.187500 Penalty: 3158.056641
	Iteration 11F: 3 clusters Score -880945.2 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -881748.500000 Penalty: 3158.056641
	Iteration 12F: 3 clusters Score -881748.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -882554.375000 Penalty: 3158.056641
	Iteration 13F: 3 clusters Score -882554.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -883132.312500 Penalty: 3158.056641
	Iteration 14Q: 3 clusters Score -883132.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -883421.875000 Penalty: 3158.056641
	Iteration 15Q: 3 clusters Score -883421.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -883551.437500 Penalty: 3158.056641
	Iteration 16Q: 3 clusters Score -883551.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -883619.375000 Penalty: 3158.056641
	Iteration 17Q: 3 clusters Score -883619.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -883659.937500 Penalty: 3158.056641
	Iteration 18Q: 3 clusters Score -883659.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -883688.937500 Penalty: 3158.056641
	Iteration 19Q: 3 clusters Score -883688.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -883721.500000 Penalty: 3158.056641
	Iteration 20F: 3 clusters Score -883721.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -883752.062500 Penalty: 3158.056641
	Iteration 21Q: 3 clusters Score -883752.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -883771.500000 Penalty: 3158.056641
	Iteration 22Q: 3 clusters Score -883771.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -883793.937500 Penalty: 3158.056641
	Iteration 23Q: 3 clusters Score -883793.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -883812.000000 Penalty: 3158.056641
	Iteration 24Q: 3 clusters Score -883812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -883831.437500 Penalty: 3158.056641
	Iteration 25Q: 3 clusters Score -883831.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -883852.250000 Penalty: 3158.056641
	Iteration 26Q: 3 clusters Score -883852.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -883872.562500 Penalty: 3158.056641
	Iteration 27Q: 3 clusters Score -883872.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -883890.875000 Penalty: 3158.056641
	Iteration 28Q: 3 clusters Score -883890.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -883909.562500 Penalty: 3158.056641
	Iteration 29Q: 3 clusters Score -883909.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -883925.750000 Penalty: 3158.056641
	Iteration 30Q: 3 clusters Score -883925.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -883945.312500 Penalty: 3158.056641
	Iteration 31Q: 3 clusters Score -883945.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -883962.062500 Penalty: 3158.056641
	Iteration 32Q: 3 clusters Score -883962.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -883975.187500 Penalty: 3158.056641
	Iteration 33Q: 3 clusters Score -883975.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -883986.687500 Penalty: 3158.056641
	Iteration 34Q: 3 clusters Score -883986.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -884005.250000 Penalty: 3158.056641
	Iteration 35Q: 3 clusters Score -884005.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -884023.562500 Penalty: 3158.056641
	Iteration 36Q: 3 clusters Score -884023.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -884044.062500 Penalty: 3158.056641
	Iteration 37Q: 3 clusters Score -884044.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -884060.562500 Penalty: 3158.056641
	Iteration 38Q: 3 clusters Score -884060.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -884077.875000 Penalty: 3158.056641
	Iteration 39Q: 3 clusters Score -884077.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -884094.812500 Penalty: 3158.056641
	Iteration 40F: 3 clusters Score -884094.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -884110.187500 Penalty: 3158.056641
	Iteration 41Q: 3 clusters Score -884110.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -884122.312500 Penalty: 3158.056641
	Iteration 42Q: 3 clusters Score -884122.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -884146.312500 Penalty: 3158.056641
	Iteration 43Q: 3 clusters Score -884146.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -884166.562500 Penalty: 3158.056641
	Iteration 44Q: 3 clusters Score -884166.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -884183.812500 Penalty: 3158.056641
	Iteration 45Q: 3 clusters Score -884183.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -884200.562500 Penalty: 3158.056641
	Iteration 46Q: 3 clusters Score -884200.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -884221.062500 Penalty: 3158.056641
	Iteration 47Q: 3 clusters Score -884221.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -884241.437500 Penalty: 3158.056641
	Iteration 48Q: 3 clusters Score -884241.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -884256.000000 Penalty: 3158.056641
	Iteration 49Q: 3 clusters Score -884256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -884276.625000 Penalty: 3158.056641
	Iteration 50Q: 3 clusters Score -884276.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -884297.062500 Penalty: 3158.056641
	Iteration 51Q: 3 clusters Score -884297.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -884315.250000 Penalty: 3158.056641
	Iteration 52Q: 3 clusters Score -884315.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -884331.062500 Penalty: 3158.056641
	Iteration 53Q: 3 clusters Score -884331.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -884346.625000 Penalty: 3158.056641
	Iteration 54Q: 3 clusters Score -884346.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -884365.062500 Penalty: 3158.056641
	Iteration 55Q: 3 clusters Score -884365.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -884380.125000 Penalty: 3158.056641
	Iteration 56Q: 3 clusters Score -884380.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -884392.937500 Penalty: 3158.056641
	Iteration 57Q: 3 clusters Score -884392.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -884404.812500 Penalty: 3158.056641
	Iteration 58Q: 3 clusters Score -884404.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -884414.875000 Penalty: 3158.056641
	Iteration 59Q: 3 clusters Score -884414.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -884427.625000 Penalty: 3158.056641
	Iteration 60F: 3 clusters Score -884427.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -884443.937500 Penalty: 3158.056641
	Iteration 61Q: 3 clusters Score -884443.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -884460.562500 Penalty: 3158.056641
	Iteration 62Q: 3 clusters Score -884460.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -884473.125000 Penalty: 3158.056641
	Iteration 63Q: 3 clusters Score -884473.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -884482.062500 Penalty: 3158.056641
	Iteration 64Q: 3 clusters Score -884482.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -884494.000000 Penalty: 3158.056641
	Iteration 65Q: 3 clusters Score -884494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -884499.687500 Penalty: 3158.056641
	Iteration 66Q: 3 clusters Score -884499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -884506.687500 Penalty: 3158.056641
	Iteration 67Q: 3 clusters Score -884506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -884512.187500 Penalty: 3158.056641
	Iteration 68Q: 3 clusters Score -884512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -884519.562500 Penalty: 3158.056641
	Iteration 69Q: 3 clusters Score -884519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -884520.375000 Penalty: 3158.056641
	Iteration 70Q: 3 clusters Score -884520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -884522.187500 Penalty: 3158.056641
	Iteration 71Q: 3 clusters Score -884522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -884522.875000 Penalty: 3158.056641
	Iteration 72Q: 3 clusters Score -884522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -884524.562500 Penalty: 3158.056641
	Iteration 73Q: 3 clusters Score -884524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -884524.062500 Penalty: 3158.056641
	Iteration 74Q: 3 clusters Score -884524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -884523.937500 Penalty: 3158.056641
	Iteration 75Q: 3 clusters Score -884523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -884525.750000 Penalty: 3158.056641
	Iteration 76Q: 3 clusters Score -884525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -884526.000000 Penalty: 3158.056641
	Iteration 77Q: 3 clusters Score -884526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -884530.125000 Penalty: 3158.056641
	Iteration 78Q: 3 clusters Score -884530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -884532.750000 Penalty: 3158.056641
	Iteration 79Q: 3 clusters Score -884532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -884534.437500 Penalty: 3158.056641
	Iteration 80F: 3 clusters Score -884534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -884535.125000 Penalty: 3158.056641
	Iteration 81Q: 3 clusters Score -884535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -884540.000000 Penalty: 3158.056641
	Iteration 82Q: 3 clusters Score -884540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -884542.250000 Penalty: 3158.056641
	Iteration 83Q: 3 clusters Score -884542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -884542.687500 Penalty: 3158.056641
	Iteration 84Q: 3 clusters Score -884542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -884545.562500 Penalty: 3158.056641
	Iteration 85Q: 3 clusters Score -884545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -884549.187500 Penalty: 3158.056641
	Iteration 86Q: 3 clusters Score -884549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -884551.000000 Penalty: 3158.056641
	Iteration 87Q: 3 clusters Score -884551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -884553.500000 Penalty: 3158.056641
	Iteration 88Q: 3 clusters Score -884553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -884552.937500 Penalty: 3158.056641
	Iteration 89Q: 3 clusters Score -884552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -884552.312500 Penalty: 3158.056641
	Iteration 90Q: 3 clusters Score -884552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -884555.437500 Penalty: 3158.056641
	Iteration 91Q: 3 clusters Score -884555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -884555.500000 Penalty: 3158.056641
	Iteration 92Q: 3 clusters Score -884555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -884557.750000 Penalty: 3158.056641
	Iteration 93Q: 3 clusters Score -884557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -884555.687500 Penalty: 3158.056641
	Iteration 94Q: 3 clusters Score -884555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -884557.937500 Penalty: 3158.056641
	Iteration 95Q: 3 clusters Score -884557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -884559.000000 Penalty: 3158.056641
	Iteration 96Q: 3 clusters Score -884559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -884558.750000 Penalty: 3158.056641
	Iteration 97Q: 3 clusters Score -884558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -884560.687500 Penalty: 3158.056641
	Iteration 98Q: 3 clusters Score -884560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -884561.187500 Penalty: 3158.056641
	Iteration 99Q: 3 clusters Score -884561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -884561.187500 Penalty: 3158.056641
	Iteration 100F: 3 clusters Score -884561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Entering Unmasked Estep 
Score: -5697407.000000 Penalty: 1887.871826
	Iteration 0F: 2 clusters Score -5697407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -5622877.000000 Penalty: 3775.743652
	Iteration 0F: 3 clusters Score -5622877 nChanged 53392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -5654408.500000 Penalty: 3775.743652
	Iteration 1F: 3 clusters Score -5654408 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -5656210.000000 Penalty: 3775.743652
	Iteration 2Q: 3 clusters Score -5656210 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -5659050.000000 Penalty: 3775.743652
	Iteration 3Q: 3 clusters Score -5659050 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -5663164.000000 Penalty: 3775.743652
	Iteration 4F: 3 clusters Score -5663164 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -5668270.000000 Penalty: 3775.743652
	Iteration 5F: 3 clusters Score -5668270 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -5673566.500000 Penalty: 3775.743652
	Iteration 6F: 3 clusters Score -5673566 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -5678457.000000 Penalty: 3775.743652
	Iteration 7F: 3 clusters Score -5678457 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -5681940.000000 Penalty: 3775.743652
	Iteration 8F: 3 clusters Score -5681940 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -5683764.500000 Penalty: 3775.743652
	Iteration 9Q: 3 clusters Score -5683764 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -5684638.000000 Penalty: 3775.743652
	Iteration 10Q: 3 clusters Score -5684638 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -5685304.500000 Penalty: 3775.743652
	Iteration 11Q: 3 clusters Score -5685304 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -5685934.000000 Penalty: 3775.743652
	Iteration 12Q: 3 clusters Score -5685934 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -5686689.500000 Penalty: 3775.743652
	Iteration 13Q: 3 clusters Score -5686690 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -5687437.000000 Penalty: 3775.743652
	Iteration 14Q: 3 clusters Score -5687437 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -5688253.000000 Penalty: 3775.743652
	Iteration 15Q: 3 clusters Score -5688253 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -5689139.000000 Penalty: 3775.743652
	Iteration 16Q: 3 clusters Score -5689139 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -5690074.000000 Penalty: 3775.743652
	Iteration 17Q: 3 clusters Score -5690074 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -5691067.500000 Penalty: 3775.743652
	Iteration 18Q: 3 clusters Score -5691068 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -5692075.500000 Penalty: 3775.743652
	Iteration 19Q: 3 clusters Score -5692076 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -5693158.000000 Penalty: 3775.743652
	Iteration 20F: 3 clusters Score -5693158 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -5694087.000000 Penalty: 3775.743652
	Iteration 21Q: 3 clusters Score -5694087 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -5694914.500000 Penalty: 3775.743652
	Iteration 22Q: 3 clusters Score -5694914 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -5695572.500000 Penalty: 3775.743652
	Iteration 23Q: 3 clusters Score -5695572 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -5696024.500000 Penalty: 3775.743652
	Iteration 24Q: 3 clusters Score -5696024 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -5696403.500000 Penalty: 3775.743652
	Iteration 25Q: 3 clusters Score -5696404 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -5696608.000000 Penalty: 3775.743652
	Iteration 26Q: 3 clusters Score -5696608 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -5696752.000000 Penalty: 3775.743652
	Iteration 27Q: 3 clusters Score -5696752 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -5696847.500000 Penalty: 3775.743652
	Iteration 28Q: 3 clusters Score -5696848 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -5696923.000000 Penalty: 3775.743652
	Iteration 29Q: 3 clusters Score -5696923 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -5696989.500000 Penalty: 3775.743652
	Iteration 30Q: 3 clusters Score -5696990 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -5697035.500000 Penalty: 3775.743652
	Iteration 31Q: 3 clusters Score -5697036 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -5697038.500000 Penalty: 3775.743652
	Iteration 32Q: 3 clusters Score -5697038 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -5697082.500000 Penalty: 3775.743652
	Iteration 33Q: 3 clusters Score -5697082 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -5697078.500000 Penalty: 3775.743652
	Iteration 34Q: 3 clusters Score -5697078 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -5697102.500000 Penalty: 3775.743652
	Iteration 35Q: 3 clusters Score -5697102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -5697119.500000 Penalty: 3775.743652
	Iteration 36Q: 3 clusters Score -5697120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -5697140.000000 Penalty: 3775.743652
	Iteration 37Q: 3 clusters Score -5697140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -5697148.000000 Penalty: 3775.743652
	Iteration 38Q: 3 clusters Score -5697148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 106385 members 
Entering Unmasked Estep 
Score: -5697160.000000 Penalty: 3775.743652
	Iteration 39Q: 3 clusters Score -5697160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -5697171.000000 Penalty: 3775.743652
	Iteration 40F: 3 clusters Score -5697171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -5697176.000000 Penalty: 3775.743652
	Iteration 41Q: 3 clusters Score -5697176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -5697167.500000 Penalty: 3775.743652
	Iteration 42Q: 3 clusters Score -5697168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -5697175.500000 Penalty: 3775.743652
	Iteration 43Q: 3 clusters Score -5697176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -5697169.000000 Penalty: 3775.743652
	Iteration 44Q: 3 clusters Score -5697169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -5697180.000000 Penalty: 3775.743652
	Iteration 45Q: 3 clusters Score -5697180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -5697174.500000 Penalty: 3775.743652
	Iteration 46Q: 3 clusters Score -5697174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -5697164.000000 Penalty: 3775.743652
	Iteration 47Q: 3 clusters Score -5697164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -5697170.500000 Penalty: 3775.743652
	Iteration 48Q: 3 clusters Score -5697170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -5697173.000000 Penalty: 3775.743652
	Iteration 49Q: 3 clusters Score -5697173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -5697172.500000 Penalty: 3775.743652
	Iteration 50Q: 3 clusters Score -5697172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -5697173.500000 Penalty: 3775.743652
	Iteration 51Q: 3 clusters Score -5697174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -5697165.500000 Penalty: 3775.743652
	Iteration 52Q: 3 clusters Score -5697166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -5697164.000000 Penalty: 3775.743652
	Iteration 53Q: 3 clusters Score -5697164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -5697173.000000 Penalty: 3775.743652
	Iteration 54Q: 3 clusters Score -5697173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 106766 members 
Entering Unmasked Estep 
Score: -5697172.500000 Penalty: 3775.743652
	Iteration 55Q: 3 clusters Score -5697172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -5697185.000000 Penalty: 3775.743652
	Iteration 56Q: 3 clusters Score -5697185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -5697183.000000 Penalty: 3775.743652
	Iteration 57Q: 3 clusters Score -5697183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -5697188.000000 Penalty: 3775.743652
	Iteration 58Q: 3 clusters Score -5697188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -5697182.500000 Penalty: 3775.743652
	Iteration 59Q: 3 clusters Score -5697182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -5697186.000000 Penalty: 3775.743652
	Iteration 60F: 3 clusters Score -5697186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -5697188.000000 Penalty: 3775.743652
	Iteration 61Q: 3 clusters Score -5697188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -5697190.500000 Penalty: 3775.743652
	Iteration 62Q: 3 clusters Score -5697190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -5697186.500000 Penalty: 3775.743652
	Iteration 63Q: 3 clusters Score -5697186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -5697188.000000 Penalty: 3775.743652
	Iteration 64Q: 3 clusters Score -5697188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -5697193.000000 Penalty: 3775.743652
	Iteration 65Q: 3 clusters Score -5697193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -5697193.000000 Penalty: 3775.743652
	Iteration 66F: 3 clusters Score -5697193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Entering Unmasked Estep 
Score: -625842.687500 Penalty: 1528.205811
	Iteration 0F: 2 clusters Score -625842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -617249.375000 Penalty: 3056.411621
	Iteration 0F: 3 clusters Score -617249.4 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -620202.062500 Penalty: 3056.411621
	Iteration 1F: 3 clusters Score -620202.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -620516.437500 Penalty: 3056.411621
	Iteration 2F: 3 clusters Score -620516.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -620779.875000 Penalty: 3056.411621
	Iteration 3Q: 3 clusters Score -620779.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -621042.375000 Penalty: 3056.411621
	Iteration 4Q: 3 clusters Score -621042.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -621370.937500 Penalty: 3056.411621
	Iteration 5F: 3 clusters Score -621370.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -621738.375000 Penalty: 3056.411621
	Iteration 6F: 3 clusters Score -621738.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -622148.625000 Penalty: 3056.411621
	Iteration 7F: 3 clusters Score -622148.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -622608.562500 Penalty: 3056.411621
	Iteration 8F: 3 clusters Score -622608.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -623081.375000 Penalty: 3056.411621
	Iteration 9Q: 3 clusters Score -623081.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -623530.312500 Penalty: 3056.411621
	Iteration 10Q: 3 clusters Score -623530.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -623866.625000 Penalty: 3056.411621
	Iteration 11Q: 3 clusters Score -623866.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -624095.375000 Penalty: 3056.411621
	Iteration 12Q: 3 clusters Score -624095.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -624240.500000 Penalty: 3056.411621
	Iteration 13Q: 3 clusters Score -624240.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -624329.562500 Penalty: 3056.411621
	Iteration 14Q: 3 clusters Score -624329.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -624385.625000 Penalty: 3056.411621
	Iteration 15Q: 3 clusters Score -624385.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -624421.250000 Penalty: 3056.411621
	Iteration 16Q: 3 clusters Score -624421.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -624452.250000 Penalty: 3056.411621
	Iteration 17Q: 3 clusters Score -624452.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -624487.500000 Penalty: 3056.411621
	Iteration 18Q: 3 clusters Score -624487.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -624518.187500 Penalty: 3056.411621
	Iteration 19Q: 3 clusters Score -624518.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -624534.062500 Penalty: 3056.411621
	Iteration 20F: 3 clusters Score -624534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -624538.375000 Penalty: 3056.411621
	Iteration 21Q: 3 clusters Score -624538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -624540.812500 Penalty: 3056.411621
	Iteration 22Q: 3 clusters Score -624540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -624543.437500 Penalty: 3056.411621
	Iteration 23Q: 3 clusters Score -624543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -624546.812500 Penalty: 3056.411621
	Iteration 24Q: 3 clusters Score -624546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -624548.375000 Penalty: 3056.411621
	Iteration 25Q: 3 clusters Score -624548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -624551.125000 Penalty: 3056.411621
	Iteration 26Q: 3 clusters Score -624551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -624554.625000 Penalty: 3056.411621
	Iteration 27Q: 3 clusters Score -624554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -624557.562500 Penalty: 3056.411621
	Iteration 28Q: 3 clusters Score -624557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -624558.125000 Penalty: 3056.411621
	Iteration 29Q: 3 clusters Score -624558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -624558.125000 Penalty: 3056.411621
	Iteration 30F: 3 clusters Score -624558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194659 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 39573 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 60808 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 15687 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 5847 members 
Mstep: Class 14 contains 41664 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 17 contains 111043 members 
Mstep: Class 20 contains 12141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531004.000000 Penalty: 34275.832031
Iteration 79Q: 17 clusters Score -2.6531e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194635 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 39573 members 
Mstep: Class 4 contains 8203 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 60816 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 15739 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 5850 members 
Mstep: Class 14 contains 41662 members 
Mstep: Class 15 contains 16593 members 
Mstep: Class 17 contains 111022 members 
Mstep: Class 20 contains 12135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530992.000000 Penalty: 34275.832031
Iteration 80F: 17 clusters Score -2.653099e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194618 members 
Mstep: Class 2 contains 1577 members 
Mstep: Class 3 contains 39573 members 
Mstep: Class 4 contains 8200 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 60823 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 5851 members 
Mstep: Class 14 contains 41661 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 17 contains 111008 members 
Mstep: Class 20 contains 12125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530988.000000 Penalty: 34275.832031
Iteration 81Q: 17 clusters Score -2.653099e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194615 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 39572 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 60827 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 15808 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 5851 members 
Mstep: Class 14 contains 41663 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 17 contains 110992 members 
Mstep: Class 20 contains 12117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531036.000000 Penalty: 34275.832031
Iteration 82Q: 17 clusters Score -2.653104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194604 members 
Mstep: Class 2 contains 1577 members 
Mstep: Class 3 contains 39574 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 60830 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 15844 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 12 contains 5402 members 
Mstep: Class 13 contains 5851 members 
Mstep: Class 14 contains 41663 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 17 contains 110976 members 
Mstep: Class 20 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531106.000000 Penalty: 34275.832031
Iteration 83Q: 17 clusters Score -2.653111e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194597 members 
Mstep: Class 2 contains 1573 members 
Mstep: Class 3 contains 39576 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 60829 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 15872 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 5855 members 
Mstep: Class 14 contains 41665 members 
Mstep: Class 15 contains 16588 members 
Mstep: Class 17 contains 110968 members 
Mstep: Class 20 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531124.000000 Penalty: 34275.832031
Iteration 84Q: 17 clusters Score -2.653112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194589 members 
Mstep: Class 2 contains 1573 members 
Mstep: Class 3 contains 39580 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60832 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 15898 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 41668 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 17 contains 110952 members 
Mstep: Class 20 contains 12104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531124.000000 Penalty: 34275.832031
Iteration 85Q: 17 clusters Score -2.653112e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194590 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 39582 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60837 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 15930 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 41667 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 20 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531132.000000 Penalty: 34275.832031
Iteration 86Q: 17 clusters Score -2.653113e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 39584 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60839 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 15958 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 41671 members 
Mstep: Class 15 contains 16587 members 
Mstep: Class 17 contains 110909 members 
Mstep: Class 20 contains 12097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531120.000000 Penalty: 34275.832031
Iteration 87Q: 17 clusters Score -2.653112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194585 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 39588 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60844 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 15981 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 41673 members 
Mstep: Class 15 contains 16583 members 
Mstep: Class 17 contains 110896 members 
Mstep: Class 20 contains 12085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531086.000000 Penalty: 34275.832031
Iteration 88Q: 17 clusters Score -2.653109e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194588 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 39589 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60849 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16012 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 41671 members 
Mstep: Class 15 contains 16582 members 
Mstep: Class 17 contains 110878 members 
Mstep: Class 20 contains 12079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531124.000000 Penalty: 34275.832031
Iteration 89Q: 17 clusters Score -2.653112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 39588 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 60851 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 16048 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 41670 members 
Mstep: Class 15 contains 16582 members 
Mstep: Class 17 contains 110861 members 
Mstep: Class 20 contains 12075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531082.000000 Penalty: 34275.832031
Iteration 90Q: 17 clusters Score -2.653108e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194582 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 39592 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60852 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 16069 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 41669 members 
Mstep: Class 15 contains 16579 members 
Mstep: Class 17 contains 110850 members 
Mstep: Class 20 contains 12067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531120.000000 Penalty: 34275.832031
Iteration 91Q: 17 clusters Score -2.653112e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 39599 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 60858 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 16090 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 41667 members 
Mstep: Class 15 contains 16579 members 
Mstep: Class 17 contains 110831 members 
Mstep: Class 20 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531184.000000 Penalty: 34275.832031
Iteration 92Q: 17 clusters Score -2.653118e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194579 members 
Mstep: Class 2 contains 1536 members 
Mstep: Class 3 contains 39606 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 60863 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 16108 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 41668 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 17 contains 110818 members 
Mstep: Class 20 contains 12058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531228.000000 Penalty: 34275.832031
Iteration 93Q: 17 clusters Score -2.653123e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194574 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 39615 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 60866 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 16137 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5332 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 41665 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 17 contains 110802 members 
Mstep: Class 20 contains 12057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531212.000000 Penalty: 34275.832031
Iteration 94Q: 17 clusters Score -2.653121e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194572 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 39623 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 60869 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 16170 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 41662 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 17 contains 110785 members 
Mstep: Class 20 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531264.000000 Penalty: 34275.832031
Iteration 95Q: 17 clusters Score -2.653126e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194564 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 39638 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 60871 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5324 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 41660 members 
Mstep: Class 15 contains 16578 members 
Mstep: Class 17 contains 110764 members 
Mstep: Class 20 contains 12049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531278.000000 Penalty: 34275.832031
Iteration 96Q: 17 clusters Score -2.653128e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194560 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 39645 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 60875 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 16233 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 41664 members 
Mstep: Class 15 contains 16577 members 
Mstep: Class 17 contains 110745 members 
Mstep: Class 20 contains 12048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531258.000000 Penalty: 34275.832031
Iteration 97Q: 17 clusters Score -2.653126e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194549 members 
Mstep: Class 2 contains 1467 members 
Mstep: Class 3 contains 39649 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60878 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 16268 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 41666 members 
Mstep: Class 15 contains 16585 members 
Mstep: Class 17 contains 110734 members 
Mstep: Class 20 contains 12047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531292.000000 Penalty: 34275.832031
Iteration 98Q: 17 clusters Score -2.653129e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194552 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 39656 members 
Mstep: Class 4 contains 8187 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60882 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 16289 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5312 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 41663 members 
Mstep: Class 15 contains 16585 members 
Mstep: Class 17 contains 110728 members 
Mstep: Class 20 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531338.000000 Penalty: 34275.832031
Iteration 99Q: 17 clusters Score -2.653134e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194549 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 39656 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60887 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 16322 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5309 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 41661 members 
Mstep: Class 15 contains 16583 members 
Mstep: Class 17 contains 110726 members 
Mstep: Class 20 contains 12040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531336.000000 Penalty: 34275.832031
Iteration 100F: 17 clusters Score -2.653134e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194540 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 39658 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60889 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 16353 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 41657 members 
Mstep: Class 15 contains 16585 members 
Mstep: Class 17 contains 110721 members 
Mstep: Class 20 contains 12036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531338.000000 Penalty: 34275.832031
Iteration 101Q: 17 clusters Score -2.653134e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194525 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 39665 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60892 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 41651 members 
Mstep: Class 15 contains 16592 members 
Mstep: Class 17 contains 110702 members 
Mstep: Class 20 contains 12036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531364.000000 Penalty: 34275.832031
Iteration 102Q: 17 clusters Score -2.653136e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194518 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 39668 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60896 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 41646 members 
Mstep: Class 15 contains 16590 members 
Mstep: Class 17 contains 110688 members 
Mstep: Class 20 contains 12032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531354.000000 Penalty: 34275.832031
Iteration 103Q: 17 clusters Score -2.653135e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194505 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 39671 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60899 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 16483 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 41641 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 17 contains 110668 members 
Mstep: Class 20 contains 12032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531336.000000 Penalty: 34275.832031
Iteration 104Q: 17 clusters Score -2.653134e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 39675 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60901 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16518 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41635 members 
Mstep: Class 15 contains 16598 members 
Mstep: Class 17 contains 110656 members 
Mstep: Class 20 contains 12029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531322.000000 Penalty: 34275.832031
Iteration 105Q: 17 clusters Score -2.653132e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194484 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 39679 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60904 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16552 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 41629 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 17 contains 110631 members 
Mstep: Class 20 contains 12027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531354.000000 Penalty: 34275.832031
Iteration 106Q: 17 clusters Score -2.653135e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 39680 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60906 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16575 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 41627 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 17 contains 110619 members 
Mstep: Class 20 contains 12019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531350.000000 Penalty: 34275.832031
Iteration 107Q: 17 clusters Score -2.653135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194473 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 39681 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60909 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16594 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 41628 members 
Mstep: Class 15 contains 16601 members 
Mstep: Class 17 contains 110605 members 
Mstep: Class 20 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531402.000000 Penalty: 34275.832031
Iteration 108Q: 17 clusters Score -2.65314e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 39681 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60911 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16613 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5297 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 41630 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 17 contains 110594 members 
Mstep: Class 20 contains 12008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531390.000000 Penalty: 34275.832031
Iteration 109Q: 17 clusters Score -2.653139e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194456 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 39686 members 
Mstep: Class 4 contains 8182 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60914 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16630 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 41630 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 17 contains 110585 members 
Mstep: Class 20 contains 12001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531380.000000 Penalty: 34275.832031
Iteration 110Q: 17 clusters Score -2.653138e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194455 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 39687 members 
Mstep: Class 4 contains 8182 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60915 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16637 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 41629 members 
Mstep: Class 15 contains 16608 members 
Mstep: Class 17 contains 110579 members 
Mstep: Class 20 contains 11993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531418.000000 Penalty: 34275.832031
Iteration 111Q: 17 clusters Score -2.653142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 39684 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60915 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16646 members 
Mstep: Class 10 contains 3234 members 
Mstep: Class 12 contains 5297 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 41629 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 17 contains 110576 members 
Mstep: Class 20 contains 11983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531430.000000 Penalty: 34275.832031
Iteration 112Q: 17 clusters Score -2.653143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194460 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 39684 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60917 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16657 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 12 contains 5297 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41629 members 
Mstep: Class 15 contains 16615 members 
Mstep: Class 17 contains 110567 members 
Mstep: Class 20 contains 11976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531432.000000 Penalty: 34275.832031
Iteration 113Q: 17 clusters Score -2.653143e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194462 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 39684 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60917 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16664 members 
Mstep: Class 10 contains 3237 members 
Mstep: Class 12 contains 5290 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41629 members 
Mstep: Class 15 contains 16618 members 
Mstep: Class 17 contains 110562 members 
Mstep: Class 20 contains 11968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531432.000000 Penalty: 34275.832031
Iteration 114Q: 17 clusters Score -2.653143e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194471 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 39686 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 60917 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16667 members 
Mstep: Class 10 contains 3239 members 
Mstep: Class 12 contains 5291 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41629 members 
Mstep: Class 15 contains 16616 members 
Mstep: Class 17 contains 110556 members 
Mstep: Class 20 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531438.000000 Penalty: 34275.832031
Iteration 115Q: 17 clusters Score -2.653144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194474 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 39687 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 60916 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16681 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41628 members 
Mstep: Class 15 contains 16619 members 
Mstep: Class 17 contains 110548 members 
Mstep: Class 20 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531420.000000 Penalty: 34275.832031
Iteration 116Q: 17 clusters Score -2.653142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194474 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 39688 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 60916 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16690 members 
Mstep: Class 10 contains 3244 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41627 members 
Mstep: Class 15 contains 16622 members 
Mstep: Class 17 contains 110540 members 
Mstep: Class 20 contains 11944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531438.000000 Penalty: 34275.832031
Iteration 117Q: 17 clusters Score -2.653144e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194487 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 39689 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 60917 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16694 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 12 contains 5270 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41627 members 
Mstep: Class 15 contains 16623 members 
Mstep: Class 17 contains 110532 members 
Mstep: Class 20 contains 11929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531448.000000 Penalty: 34275.832031
Iteration 118Q: 17 clusters Score -2.653145e+07 nChanged 39
Entering ConstructFrom: 
Score: -26531448.000000 Penalty: 34275.832031
Entering ConstructFrom: 
Trying to split cluster 1 (194491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194491 members 
Entering Unmasked Estep 
Score: -10172176.000000 Penalty: 1978.947998
	Iteration 0F: 2 clusters Score -1.017218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -10041195.000000 Penalty: 3957.895996
	Iteration 0F: 3 clusters Score -1.00412e+07 nChanged 94262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -10098207.000000 Penalty: 3957.895996
	Iteration 1F: 3 clusters Score -1.009821e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -10099593.000000 Penalty: 3957.895996
	Iteration 2Q: 3 clusters Score -1.009959e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -10101785.000000 Penalty: 3957.895996
	Iteration 3Q: 3 clusters Score -1.010178e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -10104989.000000 Penalty: 3957.895996
	Iteration 4Q: 3 clusters Score -1.010499e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -10109564.000000 Penalty: 3957.895996
	Iteration 5Q: 3 clusters Score -1.010956e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -10115460.000000 Penalty: 3957.895996
	Iteration 6F: 3 clusters Score -1.011546e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -10122014.000000 Penalty: 3957.895996
	Iteration 7F: 3 clusters Score -1.012201e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -10127853.000000 Penalty: 3957.895996
	Iteration 8F: 3 clusters Score -1.012785e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -10132334.000000 Penalty: 3957.895996
	Iteration 9F: 3 clusters Score -1.013233e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -10135660.000000 Penalty: 3957.895996
	Iteration 10Q: 3 clusters Score -1.013566e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -10138302.000000 Penalty: 3957.895996
	Iteration 11Q: 3 clusters Score -1.01383e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -10140597.000000 Penalty: 3957.895996
	Iteration 12Q: 3 clusters Score -1.01406e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -10142665.000000 Penalty: 3957.895996
	Iteration 13Q: 3 clusters Score -1.014266e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -10144431.000000 Penalty: 3957.895996
	Iteration 14Q: 3 clusters Score -1.014443e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -10145841.000000 Penalty: 3957.895996
	Iteration 15Q: 3 clusters Score -1.014584e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -10146745.000000 Penalty: 3957.895996
	Iteration 16Q: 3 clusters Score -1.014674e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -10147308.000000 Penalty: 3957.895996
	Iteration 17Q: 3 clusters Score -1.014731e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -10147819.000000 Penalty: 3957.895996
	Iteration 18Q: 3 clusters Score -1.014782e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -10148235.000000 Penalty: 3957.895996
	Iteration 19Q: 3 clusters Score -1.014824e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -10148638.000000 Penalty: 3957.895996
	Iteration 20F: 3 clusters Score -1.014864e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -10149089.000000 Penalty: 3957.895996
	Iteration 21Q: 3 clusters Score -1.014909e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -10149609.000000 Penalty: 3957.895996
	Iteration 22Q: 3 clusters Score -1.014961e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -10150110.000000 Penalty: 3957.895996
	Iteration 23Q: 3 clusters Score -1.015011e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -10150621.000000 Penalty: 3957.895996
	Iteration 24Q: 3 clusters Score -1.015062e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 113425 members 
Entering Unmasked Estep 
Score: -10151212.000000 Penalty: 3957.895996
	Iteration 25Q: 3 clusters Score -1.015121e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -10151856.000000 Penalty: 3957.895996
	Iteration 26Q: 3 clusters Score -1.015186e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -10152470.000000 Penalty: 3957.895996
	Iteration 27Q: 3 clusters Score -1.015247e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -10153145.000000 Penalty: 3957.895996
	Iteration 28Q: 3 clusters Score -1.015314e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -10153822.000000 Penalty: 3957.895996
	Iteration 29Q: 3 clusters Score -1.015382e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -10154566.000000 Penalty: 3957.895996
	Iteration 30Q: 3 clusters Score -1.015457e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -10155269.000000 Penalty: 3957.895996
	Iteration 31Q: 3 clusters Score -1.015527e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 132246 members 
Entering Unmasked Estep 
Score: -10155971.000000 Penalty: 3957.895996
	Iteration 32Q: 3 clusters Score -1.015597e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 134935 members 
Entering Unmasked Estep 
Score: -10156730.000000 Penalty: 3957.895996
	Iteration 33Q: 3 clusters Score -1.015673e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -10157468.000000 Penalty: 3957.895996
	Iteration 34Q: 3 clusters Score -1.015747e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 140083 members 
Entering Unmasked Estep 
Score: -10158236.000000 Penalty: 3957.895996
	Iteration 35Q: 3 clusters Score -1.015824e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -10158879.000000 Penalty: 3957.895996
	Iteration 36Q: 3 clusters Score -1.015888e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -10159455.000000 Penalty: 3957.895996
	Iteration 37Q: 3 clusters Score -1.015946e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 146899 members 
Entering Unmasked Estep 
Score: -10159880.000000 Penalty: 3957.895996
	Iteration 38Q: 3 clusters Score -1.015988e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -10160347.000000 Penalty: 3957.895996
	Iteration 39Q: 3 clusters Score -1.016035e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -10160855.000000 Penalty: 3957.895996
	Iteration 40F: 3 clusters Score -1.016086e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -10161192.000000 Penalty: 3957.895996
	Iteration 41Q: 3 clusters Score -1.016119e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -10161540.000000 Penalty: 3957.895996
	Iteration 42Q: 3 clusters Score -1.016154e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -10161899.000000 Penalty: 3957.895996
	Iteration 43Q: 3 clusters Score -1.01619e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -10162188.000000 Penalty: 3957.895996
	Iteration 44Q: 3 clusters Score -1.016219e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -10162444.000000 Penalty: 3957.895996
	Iteration 45Q: 3 clusters Score -1.016244e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -10162758.000000 Penalty: 3957.895996
	Iteration 46Q: 3 clusters Score -1.016276e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 161661 members 
Entering Unmasked Estep 
Score: -10162887.000000 Penalty: 3957.895996
	Iteration 47Q: 3 clusters Score -1.016289e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 162920 members 
Entering Unmasked Estep 
Score: -10163144.000000 Penalty: 3957.895996
	Iteration 48Q: 3 clusters Score -1.016314e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -10163388.000000 Penalty: 3957.895996
	Iteration 49Q: 3 clusters Score -1.016339e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -10163559.000000 Penalty: 3957.895996
	Iteration 50Q: 3 clusters Score -1.016356e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -10163736.000000 Penalty: 3957.895996
	Iteration 51Q: 3 clusters Score -1.016374e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -10163910.000000 Penalty: 3957.895996
	Iteration 52Q: 3 clusters Score -1.016391e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 168466 members 
Entering Unmasked Estep 
Score: -10164086.000000 Penalty: 3957.895996
	Iteration 53Q: 3 clusters Score -1.016409e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -10164321.000000 Penalty: 3957.895996
	Iteration 54Q: 3 clusters Score -1.016432e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 170421 members 
Entering Unmasked Estep 
Score: -10164446.000000 Penalty: 3957.895996
	Iteration 55Q: 3 clusters Score -1.016445e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -10164595.000000 Penalty: 3957.895996
	Iteration 56Q: 3 clusters Score -1.01646e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -10164742.000000 Penalty: 3957.895996
	Iteration 57Q: 3 clusters Score -1.016474e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -10164925.000000 Penalty: 3957.895996
	Iteration 58Q: 3 clusters Score -1.016492e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -10165062.000000 Penalty: 3957.895996
	Iteration 59Q: 3 clusters Score -1.016506e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -10165247.000000 Penalty: 3957.895996
	Iteration 60F: 3 clusters Score -1.016525e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -10165362.000000 Penalty: 3957.895996
	Iteration 61Q: 3 clusters Score -1.016536e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -10165503.000000 Penalty: 3957.895996
	Iteration 62Q: 3 clusters Score -1.01655e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -10165632.000000 Penalty: 3957.895996
	Iteration 63Q: 3 clusters Score -1.016563e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 177972 members 
Entering Unmasked Estep 
Score: -10165748.000000 Penalty: 3957.895996
	Iteration 64Q: 3 clusters Score -1.016575e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 178727 members 
Entering Unmasked Estep 
Score: -10165922.000000 Penalty: 3957.895996
	Iteration 65Q: 3 clusters Score -1.016592e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 179489 members 
Entering Unmasked Estep 
Score: -10166108.000000 Penalty: 3957.895996
	Iteration 66Q: 3 clusters Score -1.016611e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 180261 members 
Entering Unmasked Estep 
Score: -10166220.000000 Penalty: 3957.895996
	Iteration 67Q: 3 clusters Score -1.016622e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 181055 members 
Entering Unmasked Estep 
Score: -10166409.000000 Penalty: 3957.895996
	Iteration 68Q: 3 clusters Score -1.016641e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 181861 members 
Entering Unmasked Estep 
Score: -10166620.000000 Penalty: 3957.895996
	Iteration 69Q: 3 clusters Score -1.016662e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 182669 members 
Entering Unmasked Estep 
Score: -10166814.000000 Penalty: 3957.895996
	Iteration 70Q: 3 clusters Score -1.016681e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 183473 members 
Entering Unmasked Estep 
Score: -10166976.000000 Penalty: 3957.895996
	Iteration 71Q: 3 clusters Score -1.016698e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 184263 members 
Entering Unmasked Estep 
Score: -10167212.000000 Penalty: 3957.895996
	Iteration 72Q: 3 clusters Score -1.016721e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 185057 members 
Entering Unmasked Estep 
Score: -10167417.000000 Penalty: 3957.895996
	Iteration 73Q: 3 clusters Score -1.016742e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 185826 members 
Entering Unmasked Estep 
Score: -10167614.000000 Penalty: 3957.895996
	Iteration 74Q: 3 clusters Score -1.016761e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -10167825.000000 Penalty: 3957.895996
	Iteration 75Q: 3 clusters Score -1.016782e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 187359 members 
Entering Unmasked Estep 
Score: -10168051.000000 Penalty: 3957.895996
	Iteration 76Q: 3 clusters Score -1.016805e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -10168284.000000 Penalty: 3957.895996
	Iteration 77Q: 3 clusters Score -1.016828e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 188780 members 
Entering Unmasked Estep 
Score: -10168532.000000 Penalty: 3957.895996
	Iteration 78Q: 3 clusters Score -1.016853e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 189426 members 
Entering Unmasked Estep 
Score: -10168804.000000 Penalty: 3957.895996
	Iteration 79Q: 3 clusters Score -1.01688e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 190035 members 
Entering Unmasked Estep 
Score: -10169015.000000 Penalty: 3957.895996
	Iteration 80F: 3 clusters Score -1.016902e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 190592 members 
Entering Unmasked Estep 
Score: -10169245.000000 Penalty: 3957.895996
	Iteration 81Q: 3 clusters Score -1.016924e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 191119 members 
Entering Unmasked Estep 
Score: -10169425.000000 Penalty: 3957.895996
	Iteration 82Q: 3 clusters Score -1.016942e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 191593 members 
Entering Unmasked Estep 
Score: -10169670.000000 Penalty: 3957.895996
	Iteration 83Q: 3 clusters Score -1.016967e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 191977 members 
Entering Unmasked Estep 
Score: -10169838.000000 Penalty: 3957.895996
	Iteration 84Q: 3 clusters Score -1.016984e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 192317 members 
Entering Unmasked Estep 
Score: -10169970.000000 Penalty: 3957.895996
	Iteration 85Q: 3 clusters Score -1.016997e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 192623 members 
Entering Unmasked Estep 
Score: -10170110.000000 Penalty: 3957.895996
	Iteration 86Q: 3 clusters Score -1.017011e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 192864 members 
Entering Unmasked Estep 
Score: -10170213.000000 Penalty: 3957.895996
	Iteration 87Q: 3 clusters Score -1.017021e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 193051 members 
Entering Unmasked Estep 
Score: -10170321.000000 Penalty: 3957.895996
	Iteration 88Q: 3 clusters Score -1.017032e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 193184 members 
Entering Unmasked Estep 
Score: -10170375.000000 Penalty: 3957.895996
	Iteration 89Q: 3 clusters Score -1.017038e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 193305 members 
Entering Unmasked Estep 
Score: -10170448.000000 Penalty: 3957.895996
	Iteration 90Q: 3 clusters Score -1.017045e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 193400 members 
Entering Unmasked Estep 
Score: -10170512.000000 Penalty: 3957.895996
	Iteration 91Q: 3 clusters Score -1.017051e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 193477 members 
Entering Unmasked Estep 
Score: -10170546.000000 Penalty: 3957.895996
	Iteration 92Q: 3 clusters Score -1.017055e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 193528 members 
Entering Unmasked Estep 
Score: -10170555.000000 Penalty: 3957.895996
	Iteration 93Q: 3 clusters Score -1.017056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 193565 members 
Entering Unmasked Estep 
Score: -10170590.000000 Penalty: 3957.895996
	Iteration 94Q: 3 clusters Score -1.017059e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 193600 members 
Entering Unmasked Estep 
Score: -10170612.000000 Penalty: 3957.895996
	Iteration 95Q: 3 clusters Score -1.017061e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -10170636.000000 Penalty: 3957.895996
	Iteration 96Q: 3 clusters Score -1.017064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 193659 members 
Entering Unmasked Estep 
Score: -10170644.000000 Penalty: 3957.895996
	Iteration 97Q: 3 clusters Score -1.017064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 193683 members 
Entering Unmasked Estep 
Score: -10170647.000000 Penalty: 3957.895996
	Iteration 98Q: 3 clusters Score -1.017065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 193705 members 
Entering Unmasked Estep 
Score: -10170637.000000 Penalty: 3957.895996
	Iteration 99Q: 3 clusters Score -1.017064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 193726 members 
Entering Unmasked Estep 
Score: -10170655.000000 Penalty: 3957.895996
	Iteration 100F: 3 clusters Score -1.017066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 193742 members 
Entering Unmasked Estep 
Score: -10170663.000000 Penalty: 3957.895996
	Iteration 101Q: 3 clusters Score -1.017066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 193760 members 
Entering Unmasked Estep 
Score: -10170678.000000 Penalty: 3957.895996
	Iteration 102Q: 3 clusters Score -1.017068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 193776 members 
Entering Unmasked Estep 
Score: -10170691.000000 Penalty: 3957.895996
	Iteration 103Q: 3 clusters Score -1.017069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 193797 members 
Entering Unmasked Estep 
Score: -10170715.000000 Penalty: 3957.895996
	Iteration 104Q: 3 clusters Score -1.017072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 193803 members 
Entering Unmasked Estep 
Score: -10170741.000000 Penalty: 3957.895996
	Iteration 105Q: 3 clusters Score -1.017074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 193818 members 
Entering Unmasked Estep 
Score: -10170745.000000 Penalty: 3957.895996
	Iteration 106Q: 3 clusters Score -1.017074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 193831 members 
Entering Unmasked Estep 
Score: -10170770.000000 Penalty: 3957.895996
	Iteration 107Q: 3 clusters Score -1.017077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 193844 members 
Entering Unmasked Estep 
Score: -10170762.000000 Penalty: 3957.895996
	Iteration 108Q: 3 clusters Score -1.017076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 193854 members 
Entering Unmasked Estep 
Score: -10170769.000000 Penalty: 3957.895996
	Iteration 109Q: 3 clusters Score -1.017077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 193861 members 
Entering Unmasked Estep 
Score: -10170772.000000 Penalty: 3957.895996
	Iteration 110Q: 3 clusters Score -1.017077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 193869 members 
Entering Unmasked Estep 
Score: -10170776.000000 Penalty: 3957.895996
	Iteration 111Q: 3 clusters Score -1.017078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 193878 members 
Entering Unmasked Estep 
Score: -10170779.000000 Penalty: 3957.895996
	Iteration 112Q: 3 clusters Score -1.017078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 193885 members 
Entering Unmasked Estep 
Score: -10170791.000000 Penalty: 3957.895996
	Iteration 113Q: 3 clusters Score -1.017079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 193890 members 
Entering Unmasked Estep 
Score: -10170791.000000 Penalty: 3957.895996
	Iteration 114Q: 3 clusters Score -1.017079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 193896 members 
Entering Unmasked Estep 
Score: -10170792.000000 Penalty: 3957.895996
	Iteration 115Q: 3 clusters Score -1.017079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 193902 members 
Entering Unmasked Estep 
Score: -10170795.000000 Penalty: 3957.895996
	Iteration 116Q: 3 clusters Score -1.01708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -10170785.000000 Penalty: 3957.895996
	Iteration 117Q: 3 clusters Score -1.017078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 193910 members 
Entering Unmasked Estep 
Score: -10170806.000000 Penalty: 3957.895996
	Iteration 118Q: 3 clusters Score -1.017081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -10170817.000000 Penalty: 3957.895996
	Iteration 119Q: 3 clusters Score -1.017082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 193912 members 
Entering Unmasked Estep 
Score: -10170822.000000 Penalty: 3957.895996
	Iteration 120F: 3 clusters Score -1.017082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 193914 members 
Entering Unmasked Estep 
Score: -10170814.000000 Penalty: 3957.895996
	Iteration 121Q: 3 clusters Score -1.017081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 193914 members 
Entering Unmasked Estep 
Score: -10170817.000000 Penalty: 3957.895996
	Iteration 122Q: 3 clusters Score -1.017082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 193916 members 
Entering Unmasked Estep 
Score: -10170821.000000 Penalty: 3957.895996
	Iteration 123Q: 3 clusters Score -1.017082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 193917 members 
Entering Unmasked Estep 
Score: -10170818.000000 Penalty: 3957.895996
	Iteration 124Q: 3 clusters Score -1.017082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -10170824.000000 Penalty: 3957.895996
	Iteration 125Q: 3 clusters Score -1.017082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -10170828.000000 Penalty: 3957.895996
	Iteration 126Q: 3 clusters Score -1.017083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -10170828.000000 Penalty: 3957.895996
	Iteration 127Q: 3 clusters Score -1.017083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -10170828.000000 Penalty: 3957.895996
	Iteration 128Q: 3 clusters Score -1.017083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 193917 members 
Entering Unmasked Estep 
Score: -10170837.000000 Penalty: 3957.895996
	Iteration 129Q: 3 clusters Score -1.017084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 193916 members 
Entering Unmasked Estep 
Score: -10170834.000000 Penalty: 3957.895996
	Iteration 130Q: 3 clusters Score -1.017083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 193916 members 
Entering Unmasked Estep 
Score: -10170833.000000 Penalty: 3957.895996
	Iteration 131Q: 3 clusters Score -1.017083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 193915 members 
Entering Unmasked Estep 
Score: -10170836.000000 Penalty: 3957.895996
	Iteration 132Q: 3 clusters Score -1.017084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 193915 members 
Entering Unmasked Estep 
Score: -10170836.000000 Penalty: 3957.895996
	Iteration 133F: 3 clusters Score -1.017084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -72268.312500 Penalty: 1177.070923
	Iteration 0F: 2 clusters Score -72268.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70584.195312 Penalty: 2354.141846
	Iteration 0F: 3 clusters Score -70584.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -70907.460938 Penalty: 2354.141846
	Iteration 1F: 3 clusters Score -70907.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -70982.289062 Penalty: 2354.141846
	Iteration 2F: 3 clusters Score -70982.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -71029.109375 Penalty: 2354.141846
	Iteration 3Q: 3 clusters Score -71029.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71059.695312 Penalty: 2354.141846
	Iteration 4Q: 3 clusters Score -71059.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -71072.687500 Penalty: 2354.141846
	Iteration 5Q: 3 clusters Score -71072.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71080.304688 Penalty: 2354.141846
	Iteration 6Q: 3 clusters Score -71080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71083.257812 Penalty: 2354.141846
	Iteration 7Q: 3 clusters Score -71083.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71086.375000 Penalty: 2354.141846
	Iteration 8Q: 3 clusters Score -71086.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71089.359375 Penalty: 2354.141846
	Iteration 9Q: 3 clusters Score -71089.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71090.460938 Penalty: 2354.141846
	Iteration 10Q: 3 clusters Score -71090.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -71090.710938 Penalty: 2354.141846
	Iteration 11Q: 3 clusters Score -71090.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -71090.710938 Penalty: 2354.141846
	Iteration 12F: 3 clusters Score -71090.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Entering Unmasked Estep 
Score: -2063922.500000 Penalty: 1720.684692
	Iteration 0F: 2 clusters Score -2063922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2037429.625000 Penalty: 3441.369385
	Iteration 0F: 3 clusters Score -2037430 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2047574.750000 Penalty: 3441.369385
	Iteration 1F: 3 clusters Score -2047575 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2048006.875000 Penalty: 3441.369385
	Iteration 2Q: 3 clusters Score -2048007 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2048473.625000 Penalty: 3441.369385
	Iteration 3Q: 3 clusters Score -2048474 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2049071.625000 Penalty: 3441.369385
	Iteration 4Q: 3 clusters Score -2049072 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2049868.125000 Penalty: 3441.369385
	Iteration 5Q: 3 clusters Score -2049868 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2050941.125000 Penalty: 3441.369385
	Iteration 6Q: 3 clusters Score -2050941 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2052363.875000 Penalty: 3441.369385
	Iteration 7F: 3 clusters Score -2052364 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2054190.625000 Penalty: 3441.369385
	Iteration 8F: 3 clusters Score -2054191 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2056120.000000 Penalty: 3441.369385
	Iteration 9F: 3 clusters Score -2056120 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2057892.125000 Penalty: 3441.369385
	Iteration 10F: 3 clusters Score -2057892 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2059338.500000 Penalty: 3441.369385
	Iteration 11Q: 3 clusters Score -2059338 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2060495.000000 Penalty: 3441.369385
	Iteration 12Q: 3 clusters Score -2060495 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2061356.500000 Penalty: 3441.369385
	Iteration 13Q: 3 clusters Score -2061356 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2061887.500000 Penalty: 3441.369385
	Iteration 14Q: 3 clusters Score -2061888 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2062145.250000 Penalty: 3441.369385
	Iteration 15Q: 3 clusters Score -2062145 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2062316.125000 Penalty: 3441.369385
	Iteration 16Q: 3 clusters Score -2062316 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2062434.250000 Penalty: 3441.369385
	Iteration 17Q: 3 clusters Score -2062434 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2062503.375000 Penalty: 3441.369385
	Iteration 18Q: 3 clusters Score -2062503 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2062561.250000 Penalty: 3441.369385
	Iteration 19Q: 3 clusters Score -2062561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2062592.500000 Penalty: 3441.369385
	Iteration 20F: 3 clusters Score -2062592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2062617.000000 Penalty: 3441.369385
	Iteration 21Q: 3 clusters Score -2062617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2062634.000000 Penalty: 3441.369385
	Iteration 22Q: 3 clusters Score -2062634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2062652.875000 Penalty: 3441.369385
	Iteration 23Q: 3 clusters Score -2062653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2062658.625000 Penalty: 3441.369385
	Iteration 24Q: 3 clusters Score -2062659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2062670.375000 Penalty: 3441.369385
	Iteration 25Q: 3 clusters Score -2062670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2062678.625000 Penalty: 3441.369385
	Iteration 26Q: 3 clusters Score -2062679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2062686.375000 Penalty: 3441.369385
	Iteration 27Q: 3 clusters Score -2062686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2062694.750000 Penalty: 3441.369385
	Iteration 28Q: 3 clusters Score -2062695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2062700.000000 Penalty: 3441.369385
	Iteration 29Q: 3 clusters Score -2062700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2062704.750000 Penalty: 3441.369385
	Iteration 30Q: 3 clusters Score -2062705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2062708.250000 Penalty: 3441.369385
	Iteration 31Q: 3 clusters Score -2062708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2062712.375000 Penalty: 3441.369385
	Iteration 32Q: 3 clusters Score -2062712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2062717.500000 Penalty: 3441.369385
	Iteration 33Q: 3 clusters Score -2062718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2062723.625000 Penalty: 3441.369385
	Iteration 34Q: 3 clusters Score -2062724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2062728.875000 Penalty: 3441.369385
	Iteration 35Q: 3 clusters Score -2062729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2062734.375000 Penalty: 3441.369385
	Iteration 36Q: 3 clusters Score -2062734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2062736.500000 Penalty: 3441.369385
	Iteration 37Q: 3 clusters Score -2062736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2062742.125000 Penalty: 3441.369385
	Iteration 38Q: 3 clusters Score -2062742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2062747.375000 Penalty: 3441.369385
	Iteration 39Q: 3 clusters Score -2062747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2062745.875000 Penalty: 3441.369385
	Iteration 40F: 3 clusters Score -2062746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2062745.375000 Penalty: 3441.369385
	Iteration 41Q: 3 clusters Score -2062745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2062748.625000 Penalty: 3441.369385
	Iteration 42Q: 3 clusters Score -2062749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2062755.250000 Penalty: 3441.369385
	Iteration 43Q: 3 clusters Score -2062755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2062757.375000 Penalty: 3441.369385
	Iteration 44Q: 3 clusters Score -2062757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2062762.500000 Penalty: 3441.369385
	Iteration 45Q: 3 clusters Score -2062762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2062768.375000 Penalty: 3441.369385
	Iteration 46Q: 3 clusters Score -2062768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2062775.875000 Penalty: 3441.369385
	Iteration 47Q: 3 clusters Score -2062776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2062777.625000 Penalty: 3441.369385
	Iteration 48Q: 3 clusters Score -2062778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2062777.125000 Penalty: 3441.369385
	Iteration 49Q: 3 clusters Score -2062777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2062779.125000 Penalty: 3441.369385
	Iteration 50Q: 3 clusters Score -2062779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2062779.625000 Penalty: 3441.369385
	Iteration 51Q: 3 clusters Score -2062780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2062783.250000 Penalty: 3441.369385
	Iteration 52Q: 3 clusters Score -2062783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2062785.500000 Penalty: 3441.369385
	Iteration 53Q: 3 clusters Score -2062786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2062790.250000 Penalty: 3441.369385
	Iteration 54Q: 3 clusters Score -2062790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2062794.375000 Penalty: 3441.369385
	Iteration 55Q: 3 clusters Score -2062794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2062794.000000 Penalty: 3441.369385
	Iteration 56Q: 3 clusters Score -2062794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2062791.625000 Penalty: 3441.369385
	Iteration 57Q: 3 clusters Score -2062792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2062791.875000 Penalty: 3441.369385
	Iteration 58Q: 3 clusters Score -2062792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2062791.625000 Penalty: 3441.369385
	Iteration 59Q: 3 clusters Score -2062792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2062794.750000 Penalty: 3441.369385
	Iteration 60F: 3 clusters Score -2062795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2062799.125000 Penalty: 3441.369385
	Iteration 61Q: 3 clusters Score -2062799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2062799.125000 Penalty: 3441.369385
	Iteration 62F: 3 clusters Score -2062799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Entering Unmasked Estep 
Score: -404112.656250 Penalty: 1464.035156
	Iteration 0F: 2 clusters Score -404112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -398148.875000 Penalty: 2928.070312
	Iteration 0F: 3 clusters Score -398148.9 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -399914.281250 Penalty: 2928.070312
	Iteration 1F: 3 clusters Score -399914.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -400097.156250 Penalty: 2928.070312
	Iteration 2F: 3 clusters Score -400097.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -400229.281250 Penalty: 2928.070312
	Iteration 3Q: 3 clusters Score -400229.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -400331.875000 Penalty: 2928.070312
	Iteration 4Q: 3 clusters Score -400331.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -400418.625000 Penalty: 2928.070312
	Iteration 5Q: 3 clusters Score -400418.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -400511.906250 Penalty: 2928.070312
	Iteration 6Q: 3 clusters Score -400511.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -400641.875000 Penalty: 2928.070312
	Iteration 7Q: 3 clusters Score -400641.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -400813.281250 Penalty: 2928.070312
	Iteration 8Q: 3 clusters Score -400813.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -401102.875000 Penalty: 2928.070312
	Iteration 9Q: 3 clusters Score -401102.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -401421.375000 Penalty: 2928.070312
	Iteration 10Q: 3 clusters Score -401421.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -401674.625000 Penalty: 2928.070312
	Iteration 11Q: 3 clusters Score -401674.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -401885.281250 Penalty: 2928.070312
	Iteration 12Q: 3 clusters Score -401885.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -402064.187500 Penalty: 2928.070312
	Iteration 13Q: 3 clusters Score -402064.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -402197.812500 Penalty: 2928.070312
	Iteration 14Q: 3 clusters Score -402197.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -402295.812500 Penalty: 2928.070312
	Iteration 15Q: 3 clusters Score -402295.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -402385.343750 Penalty: 2928.070312
	Iteration 16Q: 3 clusters Score -402385.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -402466.468750 Penalty: 2928.070312
	Iteration 17Q: 3 clusters Score -402466.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -402534.562500 Penalty: 2928.070312
	Iteration 18Q: 3 clusters Score -402534.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -402586.312500 Penalty: 2928.070312
	Iteration 19Q: 3 clusters Score -402586.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -402621.687500 Penalty: 2928.070312
	Iteration 20F: 3 clusters Score -402621.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -402651.437500 Penalty: 2928.070312
	Iteration 21Q: 3 clusters Score -402651.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -402672.875000 Penalty: 2928.070312
	Iteration 22Q: 3 clusters Score -402672.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -402692.906250 Penalty: 2928.070312
	Iteration 23Q: 3 clusters Score -402692.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -402704.562500 Penalty: 2928.070312
	Iteration 24Q: 3 clusters Score -402704.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -402713.437500 Penalty: 2928.070312
	Iteration 25Q: 3 clusters Score -402713.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -402721.375000 Penalty: 2928.070312
	Iteration 26Q: 3 clusters Score -402721.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -402727.375000 Penalty: 2928.070312
	Iteration 27Q: 3 clusters Score -402727.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -402734.125000 Penalty: 2928.070312
	Iteration 28Q: 3 clusters Score -402734.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -402740.625000 Penalty: 2928.070312
	Iteration 29Q: 3 clusters Score -402740.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -402746.406250 Penalty: 2928.070312
	Iteration 30Q: 3 clusters Score -402746.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -402752.593750 Penalty: 2928.070312
	Iteration 31Q: 3 clusters Score -402752.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -402759.531250 Penalty: 2928.070312
	Iteration 32Q: 3 clusters Score -402759.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -402763.312500 Penalty: 2928.070312
	Iteration 33Q: 3 clusters Score -402763.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -402767.187500 Penalty: 2928.070312
	Iteration 34Q: 3 clusters Score -402767.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -402772.250000 Penalty: 2928.070312
	Iteration 35Q: 3 clusters Score -402772.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -402773.750000 Penalty: 2928.070312
	Iteration 36Q: 3 clusters Score -402773.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -402776.312500 Penalty: 2928.070312
	Iteration 37Q: 3 clusters Score -402776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -402779.437500 Penalty: 2928.070312
	Iteration 38Q: 3 clusters Score -402779.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -402780.031250 Penalty: 2928.070312
	Iteration 39Q: 3 clusters Score -402780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -402782.562500 Penalty: 2928.070312
	Iteration 40F: 3 clusters Score -402782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -402784.437500 Penalty: 2928.070312
	Iteration 41Q: 3 clusters Score -402784.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -402787.906250 Penalty: 2928.070312
	Iteration 42Q: 3 clusters Score -402787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -402788.500000 Penalty: 2928.070312
	Iteration 43Q: 3 clusters Score -402788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -402790.968750 Penalty: 2928.070312
	Iteration 44Q: 3 clusters Score -402791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -402791.093750 Penalty: 2928.070312
	Iteration 45Q: 3 clusters Score -402791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -402792.750000 Penalty: 2928.070312
	Iteration 46Q: 3 clusters Score -402792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -402792.375000 Penalty: 2928.070312
	Iteration 47Q: 3 clusters Score -402792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -402792.718750 Penalty: 2928.070312
	Iteration 48Q: 3 clusters Score -402792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -402793.562500 Penalty: 2928.070312
	Iteration 49Q: 3 clusters Score -402793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -402792.250000 Penalty: 2928.070312
	Iteration 50Q: 3 clusters Score -402792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -402792.750000 Penalty: 2928.070312
	Iteration 51Q: 3 clusters Score -402792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -402791.968750 Penalty: 2928.070312
	Iteration 52Q: 3 clusters Score -402792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -402792.375000 Penalty: 2928.070312
	Iteration 53Q: 3 clusters Score -402792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -402793.625000 Penalty: 2928.070312
	Iteration 54Q: 3 clusters Score -402793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -402794.125000 Penalty: 2928.070312
	Iteration 55Q: 3 clusters Score -402794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -402794.312500 Penalty: 2928.070312
	Iteration 56Q: 3 clusters Score -402794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -402794.312500 Penalty: 2928.070312
	Iteration 57F: 3 clusters Score -402794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -425058.343750 Penalty: 1460.663086
	Iteration 0F: 2 clusters Score -425058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -419144.312500 Penalty: 2921.326172
	Iteration 0F: 3 clusters Score -419144.3 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -420866.656250 Penalty: 2921.326172
	Iteration 1F: 3 clusters Score -420866.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -421081.781250 Penalty: 2921.326172
	Iteration 2F: 3 clusters Score -421081.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -421264.937500 Penalty: 2921.326172
	Iteration 3Q: 3 clusters Score -421264.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -421437.031250 Penalty: 2921.326172
	Iteration 4Q: 3 clusters Score -421437 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -421589.218750 Penalty: 2921.326172
	Iteration 5Q: 3 clusters Score -421589.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -421745.625000 Penalty: 2921.326172
	Iteration 6Q: 3 clusters Score -421745.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -421887.250000 Penalty: 2921.326172
	Iteration 7Q: 3 clusters Score -421887.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -422035.687500 Penalty: 2921.326172
	Iteration 8Q: 3 clusters Score -422035.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -422234.781250 Penalty: 2921.326172
	Iteration 9Q: 3 clusters Score -422234.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -422442.750000 Penalty: 2921.326172
	Iteration 10Q: 3 clusters Score -422442.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -422663.218750 Penalty: 2921.326172
	Iteration 11Q: 3 clusters Score -422663.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -422890.062500 Penalty: 2921.326172
	Iteration 12Q: 3 clusters Score -422890.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -423086.843750 Penalty: 2921.326172
	Iteration 13Q: 3 clusters Score -423086.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -423253.906250 Penalty: 2921.326172
	Iteration 14Q: 3 clusters Score -423253.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -423387.375000 Penalty: 2921.326172
	Iteration 15Q: 3 clusters Score -423387.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -423477.156250 Penalty: 2921.326172
	Iteration 16Q: 3 clusters Score -423477.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -423554.437500 Penalty: 2921.326172
	Iteration 17Q: 3 clusters Score -423554.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -423602.968750 Penalty: 2921.326172
	Iteration 18Q: 3 clusters Score -423603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -423642.781250 Penalty: 2921.326172
	Iteration 19Q: 3 clusters Score -423642.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -423676.531250 Penalty: 2921.326172
	Iteration 20F: 3 clusters Score -423676.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -423701.750000 Penalty: 2921.326172
	Iteration 21Q: 3 clusters Score -423701.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -423724.718750 Penalty: 2921.326172
	Iteration 22Q: 3 clusters Score -423724.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -423740.750000 Penalty: 2921.326172
	Iteration 23Q: 3 clusters Score -423740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -423753.843750 Penalty: 2921.326172
	Iteration 24Q: 3 clusters Score -423753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -423764.750000 Penalty: 2921.326172
	Iteration 25Q: 3 clusters Score -423764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -423772.375000 Penalty: 2921.326172
	Iteration 26Q: 3 clusters Score -423772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -423778.531250 Penalty: 2921.326172
	Iteration 27Q: 3 clusters Score -423778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -423784.437500 Penalty: 2921.326172
	Iteration 28Q: 3 clusters Score -423784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -423788.593750 Penalty: 2921.326172
	Iteration 29Q: 3 clusters Score -423788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -423797.281250 Penalty: 2921.326172
	Iteration 30Q: 3 clusters Score -423797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -423802.343750 Penalty: 2921.326172
	Iteration 31Q: 3 clusters Score -423802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -423805.781250 Penalty: 2921.326172
	Iteration 32Q: 3 clusters Score -423805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -423808.781250 Penalty: 2921.326172
	Iteration 33Q: 3 clusters Score -423808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -423812.906250 Penalty: 2921.326172
	Iteration 34Q: 3 clusters Score -423812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -423815.281250 Penalty: 2921.326172
	Iteration 35Q: 3 clusters Score -423815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -423818.000000 Penalty: 2921.326172
	Iteration 36Q: 3 clusters Score -423818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -423820.000000 Penalty: 2921.326172
	Iteration 37Q: 3 clusters Score -423820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -423822.218750 Penalty: 2921.326172
	Iteration 38Q: 3 clusters Score -423822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -423823.187500 Penalty: 2921.326172
	Iteration 39Q: 3 clusters Score -423823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -423823.750000 Penalty: 2921.326172
	Iteration 40F: 3 clusters Score -423823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -423825.218750 Penalty: 2921.326172
	Iteration 41Q: 3 clusters Score -423825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -423825.218750 Penalty: 2921.326172
	Iteration 42F: 3 clusters Score -423825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -102310.570312 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -102310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100229.414062 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -100229.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -100686.250000 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -100686.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -100795.367188 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -100795.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -100838.890625 Penalty: 2461.063477
	Iteration 3Q: 3 clusters Score -100838.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100866.031250 Penalty: 2461.063477
	Iteration 4Q: 3 clusters Score -100866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100886.781250 Penalty: 2461.063477
	Iteration 5Q: 3 clusters Score -100886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -100902.585938 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -100902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -100909.742188 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -100909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -100915.882812 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -100915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -100922.312500 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -100922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100930.859375 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -100930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -100938.914062 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -100938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100942.109375 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -100942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -100944.375000 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -100944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -100946.531250 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -100946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -100948.078125 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -100948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -100949.007812 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -100949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -100949.351562 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -100949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -100950.132812 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -100950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -100950.632812 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -100950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -100950.632812 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -100950.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Entering Unmasked Estep 
Score: -3188275.000000 Penalty: 1790.308716
	Iteration 0F: 2 clusters Score -3188275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3147457.750000 Penalty: 3580.617432
	Iteration 0F: 3 clusters Score -3147458 nChanged 28857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3164446.000000 Penalty: 3580.617432
	Iteration 1F: 3 clusters Score -3164446 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -3165329.500000 Penalty: 3580.617432
	Iteration 2Q: 3 clusters Score -3165330 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3166371.000000 Penalty: 3580.617432
	Iteration 3Q: 3 clusters Score -3166371 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3167468.250000 Penalty: 3580.617432
	Iteration 4Q: 3 clusters Score -3167468 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3168759.750000 Penalty: 3580.617432
	Iteration 5Q: 3 clusters Score -3168760 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3170231.500000 Penalty: 3580.617432
	Iteration 6F: 3 clusters Score -3170232 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -3172017.500000 Penalty: 3580.617432
	Iteration 7F: 3 clusters Score -3172018 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -3174072.000000 Penalty: 3580.617432
	Iteration 8F: 3 clusters Score -3174072 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -3176380.500000 Penalty: 3580.617432
	Iteration 9Q: 3 clusters Score -3176380 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -3178406.000000 Penalty: 3580.617432
	Iteration 10Q: 3 clusters Score -3178406 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -3179928.000000 Penalty: 3580.617432
	Iteration 11Q: 3 clusters Score -3179928 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -3180868.250000 Penalty: 3580.617432
	Iteration 12Q: 3 clusters Score -3180868 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -3181523.750000 Penalty: 3580.617432
	Iteration 13Q: 3 clusters Score -3181524 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -3182043.500000 Penalty: 3580.617432
	Iteration 14Q: 3 clusters Score -3182044 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -3182533.750000 Penalty: 3580.617432
	Iteration 15Q: 3 clusters Score -3182534 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -3183002.750000 Penalty: 3580.617432
	Iteration 16Q: 3 clusters Score -3183003 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -3183514.750000 Penalty: 3580.617432
	Iteration 17Q: 3 clusters Score -3183515 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -3184097.500000 Penalty: 3580.617432
	Iteration 18Q: 3 clusters Score -3184098 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -3184633.000000 Penalty: 3580.617432
	Iteration 19Q: 3 clusters Score -3184633 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -3185107.500000 Penalty: 3580.617432
	Iteration 20F: 3 clusters Score -3185108 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -3185555.500000 Penalty: 3580.617432
	Iteration 21Q: 3 clusters Score -3185556 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -3185959.750000 Penalty: 3580.617432
	Iteration 22Q: 3 clusters Score -3185960 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -3186225.250000 Penalty: 3580.617432
	Iteration 23Q: 3 clusters Score -3186225 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -3186385.250000 Penalty: 3580.617432
	Iteration 24Q: 3 clusters Score -3186385 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -3186504.000000 Penalty: 3580.617432
	Iteration 25Q: 3 clusters Score -3186504 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -3186577.750000 Penalty: 3580.617432
	Iteration 26Q: 3 clusters Score -3186578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -3186614.750000 Penalty: 3580.617432
	Iteration 27Q: 3 clusters Score -3186615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -3186647.000000 Penalty: 3580.617432
	Iteration 28Q: 3 clusters Score -3186647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -3186674.500000 Penalty: 3580.617432
	Iteration 29Q: 3 clusters Score -3186674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -3186692.750000 Penalty: 3580.617432
	Iteration 30Q: 3 clusters Score -3186693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -3186699.500000 Penalty: 3580.617432
	Iteration 31Q: 3 clusters Score -3186700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -3186711.500000 Penalty: 3580.617432
	Iteration 32Q: 3 clusters Score -3186712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -3186712.250000 Penalty: 3580.617432
	Iteration 33Q: 3 clusters Score -3186712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -3186720.500000 Penalty: 3580.617432
	Iteration 34Q: 3 clusters Score -3186720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -3186732.250000 Penalty: 3580.617432
	Iteration 35Q: 3 clusters Score -3186732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -3186732.500000 Penalty: 3580.617432
	Iteration 36Q: 3 clusters Score -3186732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -3186732.000000 Penalty: 3580.617432
	Iteration 37Q: 3 clusters Score -3186732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -3186732.000000 Penalty: 3580.617432
	Iteration 38F: 3 clusters Score -3186732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -255433.453125 Penalty: 1379.362183
	Iteration 0F: 2 clusters Score -255433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -251567.734375 Penalty: 2758.724365
	Iteration 0F: 3 clusters Score -251567.7 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -252577.468750 Penalty: 2758.724365
	Iteration 1F: 3 clusters Score -252577.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -252756.781250 Penalty: 2758.724365
	Iteration 2F: 3 clusters Score -252756.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -252899.359375 Penalty: 2758.724365
	Iteration 3F: 3 clusters Score -252899.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -253036.500000 Penalty: 2758.724365
	Iteration 4Q: 3 clusters Score -253036.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -253160.359375 Penalty: 2758.724365
	Iteration 5Q: 3 clusters Score -253160.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -253280.171875 Penalty: 2758.724365
	Iteration 6Q: 3 clusters Score -253280.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -253402.250000 Penalty: 2758.724365
	Iteration 7Q: 3 clusters Score -253402.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -253515.734375 Penalty: 2758.724365
	Iteration 8Q: 3 clusters Score -253515.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -253626.203125 Penalty: 2758.724365
	Iteration 9Q: 3 clusters Score -253626.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -253737.953125 Penalty: 2758.724365
	Iteration 10Q: 3 clusters Score -253738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -253835.406250 Penalty: 2758.724365
	Iteration 11Q: 3 clusters Score -253835.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -253933.171875 Penalty: 2758.724365
	Iteration 12Q: 3 clusters Score -253933.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -254013.906250 Penalty: 2758.724365
	Iteration 13Q: 3 clusters Score -254013.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -254087.281250 Penalty: 2758.724365
	Iteration 14Q: 3 clusters Score -254087.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -254144.515625 Penalty: 2758.724365
	Iteration 15Q: 3 clusters Score -254144.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -254179.484375 Penalty: 2758.724365
	Iteration 16Q: 3 clusters Score -254179.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -254196.343750 Penalty: 2758.724365
	Iteration 17Q: 3 clusters Score -254196.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -254207.109375 Penalty: 2758.724365
	Iteration 18Q: 3 clusters Score -254207.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -254216.109375 Penalty: 2758.724365
	Iteration 19Q: 3 clusters Score -254216.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -254228.718750 Penalty: 2758.724365
	Iteration 20F: 3 clusters Score -254228.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -254239.390625 Penalty: 2758.724365
	Iteration 21Q: 3 clusters Score -254239.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -254250.218750 Penalty: 2758.724365
	Iteration 22Q: 3 clusters Score -254250.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -254255.734375 Penalty: 2758.724365
	Iteration 23Q: 3 clusters Score -254255.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -254258.203125 Penalty: 2758.724365
	Iteration 24Q: 3 clusters Score -254258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -254261.468750 Penalty: 2758.724365
	Iteration 25Q: 3 clusters Score -254261.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -254264.406250 Penalty: 2758.724365
	Iteration 26Q: 3 clusters Score -254264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -254267.500000 Penalty: 2758.724365
	Iteration 27Q: 3 clusters Score -254267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -254270.203125 Penalty: 2758.724365
	Iteration 28Q: 3 clusters Score -254270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -254271.078125 Penalty: 2758.724365
	Iteration 29Q: 3 clusters Score -254271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -254271.984375 Penalty: 2758.724365
	Iteration 30Q: 3 clusters Score -254272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -254274.031250 Penalty: 2758.724365
	Iteration 31Q: 3 clusters Score -254274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -254275.984375 Penalty: 2758.724365
	Iteration 32Q: 3 clusters Score -254276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -254277.125000 Penalty: 2758.724365
	Iteration 33Q: 3 clusters Score -254277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -254277.265625 Penalty: 2758.724365
	Iteration 34Q: 3 clusters Score -254277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -254277.578125 Penalty: 2758.724365
	Iteration 35Q: 3 clusters Score -254277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -254277.593750 Penalty: 2758.724365
	Iteration 36Q: 3 clusters Score -254277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -254278.109375 Penalty: 2758.724365
	Iteration 37Q: 3 clusters Score -254278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -254278.109375 Penalty: 2758.724365
	Iteration 38F: 3 clusters Score -254278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -894947.062500 Penalty: 1579.965454
	Iteration 0F: 2 clusters Score -894947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -883451.875000 Penalty: 3159.930908
	Iteration 0F: 3 clusters Score -883451.9 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -887602.250000 Penalty: 3159.930908
	Iteration 1F: 3 clusters Score -887602.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -887920.375000 Penalty: 3159.930908
	Iteration 2F: 3 clusters Score -887920.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -888178.750000 Penalty: 3159.930908
	Iteration 3Q: 3 clusters Score -888178.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -888444.187500 Penalty: 3159.930908
	Iteration 4Q: 3 clusters Score -888444.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -888725.625000 Penalty: 3159.930908
	Iteration 5Q: 3 clusters Score -888725.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -889080.625000 Penalty: 3159.930908
	Iteration 6Q: 3 clusters Score -889080.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -889588.625000 Penalty: 3159.930908
	Iteration 7Q: 3 clusters Score -889588.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -890199.937500 Penalty: 3159.930908
	Iteration 8F: 3 clusters Score -890199.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -890845.437500 Penalty: 3159.930908
	Iteration 9F: 3 clusters Score -890845.4 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -891468.250000 Penalty: 3159.930908
	Iteration 10F: 3 clusters Score -891468.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -892025.500000 Penalty: 3159.930908
	Iteration 11Q: 3 clusters Score -892025.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -892449.000000 Penalty: 3159.930908
	Iteration 12Q: 3 clusters Score -892449 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -892705.687500 Penalty: 3159.930908
	Iteration 13Q: 3 clusters Score -892705.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -892881.312500 Penalty: 3159.930908
	Iteration 14Q: 3 clusters Score -892881.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -893027.250000 Penalty: 3159.930908
	Iteration 15Q: 3 clusters Score -893027.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -893125.562500 Penalty: 3159.930908
	Iteration 16Q: 3 clusters Score -893125.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -893208.375000 Penalty: 3159.930908
	Iteration 17Q: 3 clusters Score -893208.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -893277.062500 Penalty: 3159.930908
	Iteration 18Q: 3 clusters Score -893277.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -893330.187500 Penalty: 3159.930908
	Iteration 19Q: 3 clusters Score -893330.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -893375.500000 Penalty: 3159.930908
	Iteration 20F: 3 clusters Score -893375.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -893418.375000 Penalty: 3159.930908
	Iteration 21Q: 3 clusters Score -893418.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -893454.562500 Penalty: 3159.930908
	Iteration 22Q: 3 clusters Score -893454.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -893494.687500 Penalty: 3159.930908
	Iteration 23Q: 3 clusters Score -893494.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -893530.687500 Penalty: 3159.930908
	Iteration 24Q: 3 clusters Score -893530.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -893553.750000 Penalty: 3159.930908
	Iteration 25Q: 3 clusters Score -893553.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -893570.000000 Penalty: 3159.930908
	Iteration 26Q: 3 clusters Score -893570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -893580.875000 Penalty: 3159.930908
	Iteration 27Q: 3 clusters Score -893580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -893587.187500 Penalty: 3159.930908
	Iteration 28Q: 3 clusters Score -893587.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -893593.375000 Penalty: 3159.930908
	Iteration 29Q: 3 clusters Score -893593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -893601.000000 Penalty: 3159.930908
	Iteration 30Q: 3 clusters Score -893601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -893609.812500 Penalty: 3159.930908
	Iteration 31Q: 3 clusters Score -893609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -893613.187500 Penalty: 3159.930908
	Iteration 32Q: 3 clusters Score -893613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -893620.062500 Penalty: 3159.930908
	Iteration 33Q: 3 clusters Score -893620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -893631.125000 Penalty: 3159.930908
	Iteration 34Q: 3 clusters Score -893631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -893638.312500 Penalty: 3159.930908
	Iteration 35Q: 3 clusters Score -893638.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -893647.812500 Penalty: 3159.930908
	Iteration 36Q: 3 clusters Score -893647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -893649.687500 Penalty: 3159.930908
	Iteration 37Q: 3 clusters Score -893649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -893649.312500 Penalty: 3159.930908
	Iteration 38Q: 3 clusters Score -893649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -893653.687500 Penalty: 3159.930908
	Iteration 39Q: 3 clusters Score -893653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -893654.750000 Penalty: 3159.930908
	Iteration 40F: 3 clusters Score -893654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -893655.500000 Penalty: 3159.930908
	Iteration 41Q: 3 clusters Score -893655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -893655.875000 Penalty: 3159.930908
	Iteration 42Q: 3 clusters Score -893655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -893657.812500 Penalty: 3159.930908
	Iteration 43Q: 3 clusters Score -893657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -893657.687500 Penalty: 3159.930908
	Iteration 44Q: 3 clusters Score -893657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -893660.500000 Penalty: 3159.930908
	Iteration 45Q: 3 clusters Score -893660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -893658.937500 Penalty: 3159.930908
	Iteration 46Q: 3 clusters Score -893658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -893661.875000 Penalty: 3159.930908
	Iteration 47Q: 3 clusters Score -893661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -893664.062500 Penalty: 3159.930908
	Iteration 48Q: 3 clusters Score -893664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -893663.000000 Penalty: 3159.930908
	Iteration 49Q: 3 clusters Score -893663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -893664.937500 Penalty: 3159.930908
	Iteration 50Q: 3 clusters Score -893664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -893667.312500 Penalty: 3159.930908
	Iteration 51Q: 3 clusters Score -893667.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -893669.437500 Penalty: 3159.930908
	Iteration 52Q: 3 clusters Score -893669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -893672.250000 Penalty: 3159.930908
	Iteration 53Q: 3 clusters Score -893672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -893674.500000 Penalty: 3159.930908
	Iteration 54Q: 3 clusters Score -893674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -893677.562500 Penalty: 3159.930908
	Iteration 55Q: 3 clusters Score -893677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -893679.625000 Penalty: 3159.930908
	Iteration 56Q: 3 clusters Score -893679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -893681.437500 Penalty: 3159.930908
	Iteration 57Q: 3 clusters Score -893681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -893683.312500 Penalty: 3159.930908
	Iteration 58Q: 3 clusters Score -893683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -893683.375000 Penalty: 3159.930908
	Iteration 59Q: 3 clusters Score -893683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -893684.062500 Penalty: 3159.930908
	Iteration 60F: 3 clusters Score -893684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -893683.375000 Penalty: 3159.930908
	Iteration 61Q: 3 clusters Score -893683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -893684.875000 Penalty: 3159.930908
	Iteration 62Q: 3 clusters Score -893684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -893684.875000 Penalty: 3159.930908
	Iteration 63F: 3 clusters Score -893684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -160785.828125 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -160785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -157915.062500 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -157915.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -158633.203125 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -158633.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -158796.296875 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -158796.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -158902.125000 Penalty: 2627.883301
	Iteration 3F: 3 clusters Score -158902.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -158988.500000 Penalty: 2627.883301
	Iteration 4Q: 3 clusters Score -158988.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -159056.375000 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -159056.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -159117.828125 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -159117.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -159173.328125 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -159173.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -159223.796875 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -159223.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -159280.593750 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -159280.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -159336.781250 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -159336.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -159404.421875 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -159404.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -159459.625000 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -159459.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -159501.218750 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -159501.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -159548.625000 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -159548.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -159585.031250 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -159585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -159627.937500 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -159627.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -159668.843750 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -159668.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -159726.656250 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -159726.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -159769.468750 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -159769.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -159806.062500 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -159806.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -159828.953125 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -159829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -159845.437500 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -159845.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -159852.421875 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -159852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -159856.312500 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -159856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -159859.140625 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -159859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -159861.218750 Penalty: 2627.883301
	Iteration 26Q: 3 clusters Score -159861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -159863.500000 Penalty: 2627.883301
	Iteration 27Q: 3 clusters Score -159863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -159867.656250 Penalty: 2627.883301
	Iteration 28Q: 3 clusters Score -159867.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -159871.500000 Penalty: 2627.883301
	Iteration 29Q: 3 clusters Score -159871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -159875.781250 Penalty: 2627.883301
	Iteration 30Q: 3 clusters Score -159875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -159881.750000 Penalty: 2627.883301
	Iteration 31Q: 3 clusters Score -159881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -159886.640625 Penalty: 2627.883301
	Iteration 32Q: 3 clusters Score -159886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -159891.671875 Penalty: 2627.883301
	Iteration 33Q: 3 clusters Score -159891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -159895.125000 Penalty: 2627.883301
	Iteration 34Q: 3 clusters Score -159895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -159897.734375 Penalty: 2627.883301
	Iteration 35Q: 3 clusters Score -159897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -159899.921875 Penalty: 2627.883301
	Iteration 36Q: 3 clusters Score -159899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -159901.234375 Penalty: 2627.883301
	Iteration 37Q: 3 clusters Score -159901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -159901.640625 Penalty: 2627.883301
	Iteration 38Q: 3 clusters Score -159901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -159903.203125 Penalty: 2627.883301
	Iteration 39Q: 3 clusters Score -159903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -159905.203125 Penalty: 2627.883301
	Iteration 40F: 3 clusters Score -159905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -159906.609375 Penalty: 2627.883301
	Iteration 41Q: 3 clusters Score -159906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -159907.687500 Penalty: 2627.883301
	Iteration 42Q: 3 clusters Score -159907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -159908.781250 Penalty: 2627.883301
	Iteration 43Q: 3 clusters Score -159908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -159909.171875 Penalty: 2627.883301
	Iteration 44Q: 3 clusters Score -159909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -159909.500000 Penalty: 2627.883301
	Iteration 45Q: 3 clusters Score -159909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -159909.500000 Penalty: 2627.883301
	Iteration 46F: 3 clusters Score -159909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -242825.421875 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -242825.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -238663.421875 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -238663.4 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -239800.703125 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -239800.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -239981.171875 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -239981.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -240084.000000 Penalty: 2784.995117
	Iteration 3Q: 3 clusters Score -240084 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -240160.593750 Penalty: 2784.995117
	Iteration 4Q: 3 clusters Score -240160.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -240228.812500 Penalty: 2784.995117
	Iteration 5Q: 3 clusters Score -240228.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -240295.296875 Penalty: 2784.995117
	Iteration 6Q: 3 clusters Score -240295.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -240355.656250 Penalty: 2784.995117
	Iteration 7Q: 3 clusters Score -240355.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -240409.750000 Penalty: 2784.995117
	Iteration 8Q: 3 clusters Score -240409.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -240478.796875 Penalty: 2784.995117
	Iteration 9Q: 3 clusters Score -240478.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -240567.265625 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -240567.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -240642.718750 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -240642.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -240729.671875 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -240729.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -240827.218750 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -240827.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -240925.390625 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -240925.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -241025.765625 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -241025.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -241103.906250 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -241103.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -241164.484375 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -241164.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -241209.656250 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -241209.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -241251.625000 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -241251.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -241284.734375 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -241284.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -241306.906250 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -241306.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -241328.562500 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -241328.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -241340.187500 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -241340.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -241349.968750 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -241350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -241357.578125 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -241357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241366.000000 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -241366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -241373.296875 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -241373.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241381.500000 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -241381.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -241388.968750 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -241389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241396.468750 Penalty: 2784.995117
	Iteration 30Q: 3 clusters Score -241396.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -241404.328125 Penalty: 2784.995117
	Iteration 31Q: 3 clusters Score -241404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241407.890625 Penalty: 2784.995117
	Iteration 32Q: 3 clusters Score -241407.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241414.265625 Penalty: 2784.995117
	Iteration 33Q: 3 clusters Score -241414.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241417.937500 Penalty: 2784.995117
	Iteration 34Q: 3 clusters Score -241417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -241421.906250 Penalty: 2784.995117
	Iteration 35Q: 3 clusters Score -241421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241429.296875 Penalty: 2784.995117
	Iteration 36Q: 3 clusters Score -241429.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -241437.500000 Penalty: 2784.995117
	Iteration 37Q: 3 clusters Score -241437.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -241446.750000 Penalty: 2784.995117
	Iteration 38Q: 3 clusters Score -241446.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -241457.609375 Penalty: 2784.995117
	Iteration 39Q: 3 clusters Score -241457.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -241470.734375 Penalty: 2784.995117
	Iteration 40F: 3 clusters Score -241470.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -241483.515625 Penalty: 2784.995117
	Iteration 41Q: 3 clusters Score -241483.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -241496.796875 Penalty: 2784.995117
	Iteration 42Q: 3 clusters Score -241496.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241506.953125 Penalty: 2784.995117
	Iteration 43Q: 3 clusters Score -241507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -241515.781250 Penalty: 2784.995117
	Iteration 44Q: 3 clusters Score -241515.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -241523.343750 Penalty: 2784.995117
	Iteration 45Q: 3 clusters Score -241523.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241531.187500 Penalty: 2784.995117
	Iteration 46Q: 3 clusters Score -241531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -241536.609375 Penalty: 2784.995117
	Iteration 47Q: 3 clusters Score -241536.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -241544.390625 Penalty: 2784.995117
	Iteration 48Q: 3 clusters Score -241544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -241551.734375 Penalty: 2784.995117
	Iteration 49Q: 3 clusters Score -241551.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -241557.906250 Penalty: 2784.995117
	Iteration 50Q: 3 clusters Score -241557.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -241564.515625 Penalty: 2784.995117
	Iteration 51Q: 3 clusters Score -241564.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -241576.312500 Penalty: 2784.995117
	Iteration 52Q: 3 clusters Score -241576.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -241586.937500 Penalty: 2784.995117
	Iteration 53Q: 3 clusters Score -241586.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -241595.718750 Penalty: 2784.995117
	Iteration 54Q: 3 clusters Score -241595.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -241606.390625 Penalty: 2784.995117
	Iteration 55Q: 3 clusters Score -241606.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -241618.046875 Penalty: 2784.995117
	Iteration 56Q: 3 clusters Score -241618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -241628.468750 Penalty: 2784.995117
	Iteration 57Q: 3 clusters Score -241628.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -241636.671875 Penalty: 2784.995117
	Iteration 58Q: 3 clusters Score -241636.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -241646.140625 Penalty: 2784.995117
	Iteration 59Q: 3 clusters Score -241646.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -241655.453125 Penalty: 2784.995117
	Iteration 60F: 3 clusters Score -241655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241662.125000 Penalty: 2784.995117
	Iteration 61Q: 3 clusters Score -241662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -241663.578125 Penalty: 2784.995117
	Iteration 62Q: 3 clusters Score -241663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -241664.750000 Penalty: 2784.995117
	Iteration 63Q: 3 clusters Score -241664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -241665.484375 Penalty: 2784.995117
	Iteration 64Q: 3 clusters Score -241665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -241668.250000 Penalty: 2784.995117
	Iteration 65Q: 3 clusters Score -241668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -241669.671875 Penalty: 2784.995117
	Iteration 66Q: 3 clusters Score -241669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -241669.375000 Penalty: 2784.995117
	Iteration 67Q: 3 clusters Score -241669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -241670.015625 Penalty: 2784.995117
	Iteration 68Q: 3 clusters Score -241670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -241670.015625 Penalty: 2784.995117
	Iteration 69F: 3 clusters Score -241670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -262176.875000 Penalty: 1409.973145
	Iteration 0F: 2 clusters Score -262176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -257614.421875 Penalty: 2819.946289
	Iteration 0F: 3 clusters Score -257614.4 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -259001.781250 Penalty: 2819.946289
	Iteration 1F: 3 clusters Score -259001.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -259222.171875 Penalty: 2819.946289
	Iteration 2F: 3 clusters Score -259222.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -259376.671875 Penalty: 2819.946289
	Iteration 3F: 3 clusters Score -259376.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -259481.156250 Penalty: 2819.946289
	Iteration 4Q: 3 clusters Score -259481.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -259580.062500 Penalty: 2819.946289
	Iteration 5Q: 3 clusters Score -259580.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -259705.921875 Penalty: 2819.946289
	Iteration 6Q: 3 clusters Score -259705.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -259845.000000 Penalty: 2819.946289
	Iteration 7Q: 3 clusters Score -259845 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -259974.984375 Penalty: 2819.946289
	Iteration 8Q: 3 clusters Score -259975 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -260087.140625 Penalty: 2819.946289
	Iteration 9Q: 3 clusters Score -260087.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -260183.218750 Penalty: 2819.946289
	Iteration 10Q: 3 clusters Score -260183.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -260289.875000 Penalty: 2819.946289
	Iteration 11Q: 3 clusters Score -260289.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -260397.968750 Penalty: 2819.946289
	Iteration 12Q: 3 clusters Score -260398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -260483.140625 Penalty: 2819.946289
	Iteration 13Q: 3 clusters Score -260483.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -260562.125000 Penalty: 2819.946289
	Iteration 14Q: 3 clusters Score -260562.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -260625.031250 Penalty: 2819.946289
	Iteration 15Q: 3 clusters Score -260625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -260661.625000 Penalty: 2819.946289
	Iteration 16Q: 3 clusters Score -260661.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -260687.421875 Penalty: 2819.946289
	Iteration 17Q: 3 clusters Score -260687.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -260714.265625 Penalty: 2819.946289
	Iteration 18Q: 3 clusters Score -260714.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -260735.109375 Penalty: 2819.946289
	Iteration 19Q: 3 clusters Score -260735.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -260757.453125 Penalty: 2819.946289
	Iteration 20F: 3 clusters Score -260757.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -260778.859375 Penalty: 2819.946289
	Iteration 21Q: 3 clusters Score -260778.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -260802.062500 Penalty: 2819.946289
	Iteration 22Q: 3 clusters Score -260802.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -260818.468750 Penalty: 2819.946289
	Iteration 23Q: 3 clusters Score -260818.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -260832.765625 Penalty: 2819.946289
	Iteration 24Q: 3 clusters Score -260832.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -260846.593750 Penalty: 2819.946289
	Iteration 25Q: 3 clusters Score -260846.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -260863.359375 Penalty: 2819.946289
	Iteration 26Q: 3 clusters Score -260863.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -260881.234375 Penalty: 2819.946289
	Iteration 27Q: 3 clusters Score -260881.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260895.687500 Penalty: 2819.946289
	Iteration 28Q: 3 clusters Score -260895.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260910.000000 Penalty: 2819.946289
	Iteration 29Q: 3 clusters Score -260910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -260922.343750 Penalty: 2819.946289
	Iteration 30Q: 3 clusters Score -260922.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -260930.296875 Penalty: 2819.946289
	Iteration 31Q: 3 clusters Score -260930.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -260940.703125 Penalty: 2819.946289
	Iteration 32Q: 3 clusters Score -260940.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -260947.703125 Penalty: 2819.946289
	Iteration 33Q: 3 clusters Score -260947.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -260954.796875 Penalty: 2819.946289
	Iteration 34Q: 3 clusters Score -260954.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -260963.921875 Penalty: 2819.946289
	Iteration 35Q: 3 clusters Score -260963.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -260970.156250 Penalty: 2819.946289
	Iteration 36Q: 3 clusters Score -260970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -260977.187500 Penalty: 2819.946289
	Iteration 37Q: 3 clusters Score -260977.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -260984.625000 Penalty: 2819.946289
	Iteration 38Q: 3 clusters Score -260984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -260989.890625 Penalty: 2819.946289
	Iteration 39Q: 3 clusters Score -260989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -260994.750000 Penalty: 2819.946289
	Iteration 40F: 3 clusters Score -260994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -260998.156250 Penalty: 2819.946289
	Iteration 41Q: 3 clusters Score -260998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -260999.656250 Penalty: 2819.946289
	Iteration 42Q: 3 clusters Score -260999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261000.515625 Penalty: 2819.946289
	Iteration 43Q: 3 clusters Score -261000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261000.875000 Penalty: 2819.946289
	Iteration 44Q: 3 clusters Score -261000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261001.328125 Penalty: 2819.946289
	Iteration 45Q: 3 clusters Score -261001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -261003.234375 Penalty: 2819.946289
	Iteration 46Q: 3 clusters Score -261003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -261005.687500 Penalty: 2819.946289
	Iteration 47Q: 3 clusters Score -261005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -261006.765625 Penalty: 2819.946289
	Iteration 48Q: 3 clusters Score -261006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -261008.078125 Penalty: 2819.946289
	Iteration 49Q: 3 clusters Score -261008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261009.218750 Penalty: 2819.946289
	Iteration 50Q: 3 clusters Score -261009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -261009.593750 Penalty: 2819.946289
	Iteration 51Q: 3 clusters Score -261009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -261009.593750 Penalty: 2819.946289
	Iteration 52F: 3 clusters Score -261009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Entering Unmasked Estep 
Score: -2170738.500000 Penalty: 1728.431885
	Iteration 0F: 2 clusters Score -2170738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2142859.750000 Penalty: 3456.863770
	Iteration 0F: 3 clusters Score -2142860 nChanged 19458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2153810.250000 Penalty: 3456.863770
	Iteration 1F: 3 clusters Score -2153810 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2154472.750000 Penalty: 3456.863770
	Iteration 2Q: 3 clusters Score -2154473 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2155271.000000 Penalty: 3456.863770
	Iteration 3Q: 3 clusters Score -2155271 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2156322.750000 Penalty: 3456.863770
	Iteration 4F: 3 clusters Score -2156323 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2157630.000000 Penalty: 3456.863770
	Iteration 5F: 3 clusters Score -2157630 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2159177.000000 Penalty: 3456.863770
	Iteration 6F: 3 clusters Score -2159177 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2160952.000000 Penalty: 3456.863770
	Iteration 7F: 3 clusters Score -2160952 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2162645.000000 Penalty: 3456.863770
	Iteration 8F: 3 clusters Score -2162645 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2164043.250000 Penalty: 3456.863770
	Iteration 9Q: 3 clusters Score -2164043 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2164854.000000 Penalty: 3456.863770
	Iteration 10Q: 3 clusters Score -2164854 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2165329.250000 Penalty: 3456.863770
	Iteration 11Q: 3 clusters Score -2165329 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2165609.500000 Penalty: 3456.863770
	Iteration 12Q: 3 clusters Score -2165610 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2165781.500000 Penalty: 3456.863770
	Iteration 13Q: 3 clusters Score -2165782 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2165922.000000 Penalty: 3456.863770
	Iteration 14Q: 3 clusters Score -2165922 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2166059.000000 Penalty: 3456.863770
	Iteration 15Q: 3 clusters Score -2166059 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2166185.750000 Penalty: 3456.863770
	Iteration 16Q: 3 clusters Score -2166186 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2166287.750000 Penalty: 3456.863770
	Iteration 17Q: 3 clusters Score -2166288 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2166388.250000 Penalty: 3456.863770
	Iteration 18Q: 3 clusters Score -2166388 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2166484.750000 Penalty: 3456.863770
	Iteration 19Q: 3 clusters Score -2166485 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2166595.500000 Penalty: 3456.863770
	Iteration 20F: 3 clusters Score -2166596 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2166702.250000 Penalty: 3456.863770
	Iteration 21Q: 3 clusters Score -2166702 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2166797.500000 Penalty: 3456.863770
	Iteration 22Q: 3 clusters Score -2166798 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2166894.500000 Penalty: 3456.863770
	Iteration 23Q: 3 clusters Score -2166894 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2166992.500000 Penalty: 3456.863770
	Iteration 24Q: 3 clusters Score -2166992 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2167095.250000 Penalty: 3456.863770
	Iteration 25Q: 3 clusters Score -2167095 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2167197.000000 Penalty: 3456.863770
	Iteration 26Q: 3 clusters Score -2167197 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2167301.750000 Penalty: 3456.863770
	Iteration 27Q: 3 clusters Score -2167302 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2167391.500000 Penalty: 3456.863770
	Iteration 28Q: 3 clusters Score -2167392 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2167494.000000 Penalty: 3456.863770
	Iteration 29Q: 3 clusters Score -2167494 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2167608.000000 Penalty: 3456.863770
	Iteration 30Q: 3 clusters Score -2167608 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2167725.750000 Penalty: 3456.863770
	Iteration 31Q: 3 clusters Score -2167726 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2167840.250000 Penalty: 3456.863770
	Iteration 32Q: 3 clusters Score -2167840 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2167943.750000 Penalty: 3456.863770
	Iteration 33Q: 3 clusters Score -2167944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2168012.000000 Penalty: 3456.863770
	Iteration 34Q: 3 clusters Score -2168012 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2168071.000000 Penalty: 3456.863770
	Iteration 35Q: 3 clusters Score -2168071 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2168137.000000 Penalty: 3456.863770
	Iteration 36Q: 3 clusters Score -2168137 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2168228.750000 Penalty: 3456.863770
	Iteration 37Q: 3 clusters Score -2168229 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2168322.500000 Penalty: 3456.863770
	Iteration 38Q: 3 clusters Score -2168322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2168416.750000 Penalty: 3456.863770
	Iteration 39Q: 3 clusters Score -2168417 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2168501.250000 Penalty: 3456.863770
	Iteration 40F: 3 clusters Score -2168501 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2168592.250000 Penalty: 3456.863770
	Iteration 41Q: 3 clusters Score -2168592 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2168679.000000 Penalty: 3456.863770
	Iteration 42Q: 3 clusters Score -2168679 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2168777.250000 Penalty: 3456.863770
	Iteration 43Q: 3 clusters Score -2168777 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2168869.750000 Penalty: 3456.863770
	Iteration 44Q: 3 clusters Score -2168870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2168987.250000 Penalty: 3456.863770
	Iteration 45Q: 3 clusters Score -2168987 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2169104.250000 Penalty: 3456.863770
	Iteration 46Q: 3 clusters Score -2169104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2169223.750000 Penalty: 3456.863770
	Iteration 47Q: 3 clusters Score -2169224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2169339.500000 Penalty: 3456.863770
	Iteration 48Q: 3 clusters Score -2169340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2169432.500000 Penalty: 3456.863770
	Iteration 49Q: 3 clusters Score -2169432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2169482.500000 Penalty: 3456.863770
	Iteration 50Q: 3 clusters Score -2169482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2169509.250000 Penalty: 3456.863770
	Iteration 51Q: 3 clusters Score -2169509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2169529.000000 Penalty: 3456.863770
	Iteration 52Q: 3 clusters Score -2169529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2169551.500000 Penalty: 3456.863770
	Iteration 53Q: 3 clusters Score -2169552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2169558.000000 Penalty: 3456.863770
	Iteration 54Q: 3 clusters Score -2169558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2169564.750000 Penalty: 3456.863770
	Iteration 55Q: 3 clusters Score -2169565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2169571.500000 Penalty: 3456.863770
	Iteration 56Q: 3 clusters Score -2169572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2169571.500000 Penalty: 3456.863770
	Iteration 57Q: 3 clusters Score -2169572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2169574.000000 Penalty: 3456.863770
	Iteration 58Q: 3 clusters Score -2169574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2169575.750000 Penalty: 3456.863770
	Iteration 59Q: 3 clusters Score -2169576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2169581.250000 Penalty: 3456.863770
	Iteration 60F: 3 clusters Score -2169581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2169584.250000 Penalty: 3456.863770
	Iteration 61Q: 3 clusters Score -2169584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2169590.000000 Penalty: 3456.863770
	Iteration 62Q: 3 clusters Score -2169590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2169589.000000 Penalty: 3456.863770
	Iteration 63Q: 3 clusters Score -2169589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2169593.000000 Penalty: 3456.863770
	Iteration 64Q: 3 clusters Score -2169593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2169594.750000 Penalty: 3456.863770
	Iteration 65Q: 3 clusters Score -2169595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2169595.000000 Penalty: 3456.863770
	Iteration 66Q: 3 clusters Score -2169595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2169595.500000 Penalty: 3456.863770
	Iteration 67Q: 3 clusters Score -2169596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2169595.000000 Penalty: 3456.863770
	Iteration 68Q: 3 clusters Score -2169595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2169594.750000 Penalty: 3456.863770
	Iteration 69Q: 3 clusters Score -2169595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2169597.750000 Penalty: 3456.863770
	Iteration 70Q: 3 clusters Score -2169598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2169598.500000 Penalty: 3456.863770
	Iteration 71Q: 3 clusters Score -2169598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2169600.000000 Penalty: 3456.863770
	Iteration 72Q: 3 clusters Score -2169600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2169600.250000 Penalty: 3456.863770
	Iteration 73Q: 3 clusters Score -2169600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2169600.000000 Penalty: 3456.863770
	Iteration 74Q: 3 clusters Score -2169600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2169600.000000 Penalty: 3456.863770
	Iteration 75Q: 3 clusters Score -2169600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2169600.000000 Penalty: 3456.863770
	Iteration 76F: 3 clusters Score -2169600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Entering Unmasked Estep 
Score: -887477.562500 Penalty: 1579.302246
	Iteration 0F: 2 clusters Score -887477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -875863.687500 Penalty: 3158.604492
	Iteration 0F: 3 clusters Score -875863.7 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -880170.312500 Penalty: 3158.604492
	Iteration 1F: 3 clusters Score -880170.3 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -880572.687500 Penalty: 3158.604492
	Iteration 2F: 3 clusters Score -880572.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -880982.062500 Penalty: 3158.604492
	Iteration 3F: 3 clusters Score -880982.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -881438.437500 Penalty: 3158.604492
	Iteration 4F: 3 clusters Score -881438.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -881887.875000 Penalty: 3158.604492
	Iteration 5Q: 3 clusters Score -881887.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -882329.562500 Penalty: 3158.604492
	Iteration 6Q: 3 clusters Score -882329.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -882793.187500 Penalty: 3158.604492
	Iteration 7Q: 3 clusters Score -882793.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -883244.125000 Penalty: 3158.604492
	Iteration 8Q: 3 clusters Score -883244.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -883660.750000 Penalty: 3158.604492
	Iteration 9Q: 3 clusters Score -883660.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -883948.187500 Penalty: 3158.604492
	Iteration 10Q: 3 clusters Score -883948.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -884135.687500 Penalty: 3158.604492
	Iteration 11Q: 3 clusters Score -884135.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -884238.687500 Penalty: 3158.604492
	Iteration 12Q: 3 clusters Score -884238.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -884297.375000 Penalty: 3158.604492
	Iteration 13Q: 3 clusters Score -884297.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -884340.625000 Penalty: 3158.604492
	Iteration 14Q: 3 clusters Score -884340.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -884374.000000 Penalty: 3158.604492
	Iteration 15Q: 3 clusters Score -884374 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -884409.437500 Penalty: 3158.604492
	Iteration 16Q: 3 clusters Score -884409.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -884440.437500 Penalty: 3158.604492
	Iteration 17Q: 3 clusters Score -884440.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -884467.312500 Penalty: 3158.604492
	Iteration 18Q: 3 clusters Score -884467.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -884493.437500 Penalty: 3158.604492
	Iteration 19Q: 3 clusters Score -884493.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -884526.875000 Penalty: 3158.604492
	Iteration 20F: 3 clusters Score -884526.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -884545.875000 Penalty: 3158.604492
	Iteration 21Q: 3 clusters Score -884545.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -884573.250000 Penalty: 3158.604492
	Iteration 22Q: 3 clusters Score -884573.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -884590.500000 Penalty: 3158.604492
	Iteration 23Q: 3 clusters Score -884590.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -884606.750000 Penalty: 3158.604492
	Iteration 24Q: 3 clusters Score -884606.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -884625.250000 Penalty: 3158.604492
	Iteration 25Q: 3 clusters Score -884625.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -884641.875000 Penalty: 3158.604492
	Iteration 26Q: 3 clusters Score -884641.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -884653.375000 Penalty: 3158.604492
	Iteration 27Q: 3 clusters Score -884653.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -884662.375000 Penalty: 3158.604492
	Iteration 28Q: 3 clusters Score -884662.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -884673.812500 Penalty: 3158.604492
	Iteration 29Q: 3 clusters Score -884673.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -884687.062500 Penalty: 3158.604492
	Iteration 30Q: 3 clusters Score -884687.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -884697.375000 Penalty: 3158.604492
	Iteration 31Q: 3 clusters Score -884697.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -884706.187500 Penalty: 3158.604492
	Iteration 32Q: 3 clusters Score -884706.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -884711.000000 Penalty: 3158.604492
	Iteration 33Q: 3 clusters Score -884711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -884716.375000 Penalty: 3158.604492
	Iteration 34Q: 3 clusters Score -884716.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -884721.312500 Penalty: 3158.604492
	Iteration 35Q: 3 clusters Score -884721.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -884726.500000 Penalty: 3158.604492
	Iteration 36Q: 3 clusters Score -884726.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -884726.750000 Penalty: 3158.604492
	Iteration 37Q: 3 clusters Score -884726.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -884733.375000 Penalty: 3158.604492
	Iteration 38Q: 3 clusters Score -884733.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -884735.312500 Penalty: 3158.604492
	Iteration 39Q: 3 clusters Score -884735.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -884736.500000 Penalty: 3158.604492
	Iteration 40F: 3 clusters Score -884736.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -884742.937500 Penalty: 3158.604492
	Iteration 41Q: 3 clusters Score -884742.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -884744.187500 Penalty: 3158.604492
	Iteration 42Q: 3 clusters Score -884744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -884747.375000 Penalty: 3158.604492
	Iteration 43Q: 3 clusters Score -884747.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -884748.500000 Penalty: 3158.604492
	Iteration 44Q: 3 clusters Score -884748.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -884751.625000 Penalty: 3158.604492
	Iteration 45Q: 3 clusters Score -884751.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -884749.375000 Penalty: 3158.604492
	Iteration 46Q: 3 clusters Score -884749.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -884752.062500 Penalty: 3158.604492
	Iteration 47Q: 3 clusters Score -884752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -884752.937500 Penalty: 3158.604492
	Iteration 48Q: 3 clusters Score -884752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -884754.000000 Penalty: 3158.604492
	Iteration 49Q: 3 clusters Score -884754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -884755.062500 Penalty: 3158.604492
	Iteration 50Q: 3 clusters Score -884755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -884753.500000 Penalty: 3158.604492
	Iteration 51Q: 3 clusters Score -884753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -884754.562500 Penalty: 3158.604492
	Iteration 52Q: 3 clusters Score -884754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -884754.187500 Penalty: 3158.604492
	Iteration 53Q: 3 clusters Score -884754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -884754.187500 Penalty: 3158.604492
	Iteration 54F: 3 clusters Score -884754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Entering Unmasked Estep 
Score: -5671427.500000 Penalty: 1887.112061
	Iteration 0F: 2 clusters Score -5671428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -5597224.500000 Penalty: 3774.224121
	Iteration 0F: 3 clusters Score -5597224 nChanged 52974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -5627857.500000 Penalty: 3774.224121
	Iteration 1F: 3 clusters Score -5627858 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -5629059.500000 Penalty: 3774.224121
	Iteration 2Q: 3 clusters Score -5629060 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5631177.000000 Penalty: 3774.224121
	Iteration 3Q: 3 clusters Score -5631177 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5635085.000000 Penalty: 3774.224121
	Iteration 4F: 3 clusters Score -5635085 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -5642025.500000 Penalty: 3774.224121
	Iteration 5F: 3 clusters Score -5642026 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5651486.000000 Penalty: 3774.224121
	Iteration 6F: 3 clusters Score -5651486 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5660515.500000 Penalty: 3774.224121
	Iteration 7F: 3 clusters Score -5660516 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -5666970.000000 Penalty: 3774.224121
	Iteration 8Q: 3 clusters Score -5666970 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5669840.500000 Penalty: 3774.224121
	Iteration 9Q: 3 clusters Score -5669840 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103971 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5670585.000000 Penalty: 3774.224121
	Iteration 10Q: 3 clusters Score -5670585 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -5670789.500000 Penalty: 3774.224121
	Iteration 11Q: 3 clusters Score -5670790 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5670903.500000 Penalty: 3774.224121
	Iteration 12Q: 3 clusters Score -5670904 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -5670974.000000 Penalty: 3774.224121
	Iteration 13Q: 3 clusters Score -5670974 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5671035.000000 Penalty: 3774.224121
	Iteration 14Q: 3 clusters Score -5671035 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5671055.500000 Penalty: 3774.224121
	Iteration 15Q: 3 clusters Score -5671056 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -5671074.000000 Penalty: 3774.224121
	Iteration 16Q: 3 clusters Score -5671074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5671101.500000 Penalty: 3774.224121
	Iteration 17Q: 3 clusters Score -5671102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -5671116.000000 Penalty: 3774.224121
	Iteration 18Q: 3 clusters Score -5671116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5671137.000000 Penalty: 3774.224121
	Iteration 19Q: 3 clusters Score -5671137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5671129.500000 Penalty: 3774.224121
	Iteration 20F: 3 clusters Score -5671130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5671134.500000 Penalty: 3774.224121
	Iteration 21Q: 3 clusters Score -5671134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5671133.500000 Penalty: 3774.224121
	Iteration 22Q: 3 clusters Score -5671134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106017 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5671140.500000 Penalty: 3774.224121
	Iteration 23Q: 3 clusters Score -5671140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5671147.000000 Penalty: 3774.224121
	Iteration 24Q: 3 clusters Score -5671147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106081 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5671154.500000 Penalty: 3774.224121
	Iteration 25Q: 3 clusters Score -5671154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5671151.000000 Penalty: 3774.224121
	Iteration 26Q: 3 clusters Score -5671151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106130 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5671150.500000 Penalty: 3774.224121
	Iteration 27Q: 3 clusters Score -5671150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5671154.500000 Penalty: 3774.224121
	Iteration 28Q: 3 clusters Score -5671154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106165 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5671149.500000 Penalty: 3774.224121
	Iteration 29Q: 3 clusters Score -5671150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -5671146.000000 Penalty: 3774.224121
	Iteration 30Q: 3 clusters Score -5671146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5671159.000000 Penalty: 3774.224121
	Iteration 31Q: 3 clusters Score -5671159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5671153.000000 Penalty: 3774.224121
	Iteration 32Q: 3 clusters Score -5671153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -5671160.500000 Penalty: 3774.224121
	Iteration 33Q: 3 clusters Score -5671160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5671158.500000 Penalty: 3774.224121
	Iteration 34Q: 3 clusters Score -5671158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5671168.000000 Penalty: 3774.224121
	Iteration 35Q: 3 clusters Score -5671168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5671159.500000 Penalty: 3774.224121
	Iteration 36Q: 3 clusters Score -5671160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5671157.000000 Penalty: 3774.224121
	Iteration 37Q: 3 clusters Score -5671157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -5671163.000000 Penalty: 3774.224121
	Iteration 38Q: 3 clusters Score -5671163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5671159.000000 Penalty: 3774.224121
	Iteration 39Q: 3 clusters Score -5671159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -5671161.000000 Penalty: 3774.224121
	Iteration 40F: 3 clusters Score -5671161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5671160.500000 Penalty: 3774.224121
	Iteration 41Q: 3 clusters Score -5671160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -5671162.000000 Penalty: 3774.224121
	Iteration 42Q: 3 clusters Score -5671162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -5671162.000000 Penalty: 3774.224121
	Iteration 43F: 3 clusters Score -5671162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -614756.125000 Penalty: 1525.179688
	Iteration 0F: 2 clusters Score -614756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -606370.750000 Penalty: 3050.359375
	Iteration 0F: 3 clusters Score -606370.8 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -609190.687500 Penalty: 3050.359375
	Iteration 1F: 3 clusters Score -609190.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -609424.437500 Penalty: 3050.359375
	Iteration 2F: 3 clusters Score -609424.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -609591.187500 Penalty: 3050.359375
	Iteration 3Q: 3 clusters Score -609591.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -609729.062500 Penalty: 3050.359375
	Iteration 4Q: 3 clusters Score -609729.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -609862.562500 Penalty: 3050.359375
	Iteration 5Q: 3 clusters Score -609862.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -609991.687500 Penalty: 3050.359375
	Iteration 6Q: 3 clusters Score -609991.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -610110.937500 Penalty: 3050.359375
	Iteration 7Q: 3 clusters Score -610110.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -610259.500000 Penalty: 3050.359375
	Iteration 8Q: 3 clusters Score -610259.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -610434.562500 Penalty: 3050.359375
	Iteration 9Q: 3 clusters Score -610434.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -610653.250000 Penalty: 3050.359375
	Iteration 10Q: 3 clusters Score -610653.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -610934.937500 Penalty: 3050.359375
	Iteration 11Q: 3 clusters Score -610934.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -611256.875000 Penalty: 3050.359375
	Iteration 12Q: 3 clusters Score -611256.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -611612.187500 Penalty: 3050.359375
	Iteration 13Q: 3 clusters Score -611612.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -611974.437500 Penalty: 3050.359375
	Iteration 14Q: 3 clusters Score -611974.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -612297.937500 Penalty: 3050.359375
	Iteration 15Q: 3 clusters Score -612297.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -612589.687500 Penalty: 3050.359375
	Iteration 16Q: 3 clusters Score -612589.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -612821.000000 Penalty: 3050.359375
	Iteration 17Q: 3 clusters Score -612821 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -613017.500000 Penalty: 3050.359375
	Iteration 18Q: 3 clusters Score -613017.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -613141.500000 Penalty: 3050.359375
	Iteration 19Q: 3 clusters Score -613141.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -613248.000000 Penalty: 3050.359375
	Iteration 20F: 3 clusters Score -613248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -613303.062500 Penalty: 3050.359375
	Iteration 21Q: 3 clusters Score -613303.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -613349.687500 Penalty: 3050.359375
	Iteration 22Q: 3 clusters Score -613349.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -613381.625000 Penalty: 3050.359375
	Iteration 23Q: 3 clusters Score -613381.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -613398.312500 Penalty: 3050.359375
	Iteration 24Q: 3 clusters Score -613398.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -613429.062500 Penalty: 3050.359375
	Iteration 25Q: 3 clusters Score -613429.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -613442.562500 Penalty: 3050.359375
	Iteration 26Q: 3 clusters Score -613442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -613449.062500 Penalty: 3050.359375
	Iteration 27Q: 3 clusters Score -613449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -613454.375000 Penalty: 3050.359375
	Iteration 28Q: 3 clusters Score -613454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -613460.750000 Penalty: 3050.359375
	Iteration 29Q: 3 clusters Score -613460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -613463.687500 Penalty: 3050.359375
	Iteration 30Q: 3 clusters Score -613463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -613463.875000 Penalty: 3050.359375
	Iteration 31Q: 3 clusters Score -613463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -613463.875000 Penalty: 3050.359375
	Iteration 32F: 3 clusters Score -613463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194491 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 39689 members 
Mstep: Class 4 contains 8180 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 60918 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16695 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 41627 members 
Mstep: Class 15 contains 16627 members 
Mstep: Class 17 contains 110525 members 
Mstep: Class 20 contains 11917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531420.000000 Penalty: 34275.832031
Iteration 119Q: 17 clusters Score -2.653142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194496 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 39689 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 60917 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 16696 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 12 contains 5263 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 41627 members 
Mstep: Class 15 contains 16631 members 
Mstep: Class 17 contains 110523 members 
Mstep: Class 20 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531444.000000 Penalty: 34275.832031
Iteration 120F: 17 clusters Score -2.653144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194503 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 39689 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 60916 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16699 members 
Mstep: Class 10 contains 3253 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 41626 members 
Mstep: Class 15 contains 16638 members 
Mstep: Class 17 contains 110514 members 
Mstep: Class 20 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531456.000000 Penalty: 34275.832031
Iteration 121Q: 17 clusters Score -2.653146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194507 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 39690 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 60916 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 16700 members 
Mstep: Class 10 contains 3253 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 41624 members 
Mstep: Class 15 contains 16639 members 
Mstep: Class 17 contains 110512 members 
Mstep: Class 20 contains 11893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531450.000000 Penalty: 34275.832031
Iteration 122Q: 17 clusters Score -2.653145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194508 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 39691 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60916 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 16703 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 41623 members 
Mstep: Class 15 contains 16641 members 
Mstep: Class 17 contains 110513 members 
Mstep: Class 20 contains 11890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531448.000000 Penalty: 34275.832031
Iteration 123Q: 17 clusters Score -2.653145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194512 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 39691 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 60917 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16705 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 12 contains 5253 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 41623 members 
Mstep: Class 15 contains 16642 members 
Mstep: Class 17 contains 110513 members 
Mstep: Class 20 contains 11886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531430.000000 Penalty: 34275.832031
Iteration 124Q: 17 clusters Score -2.653143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194516 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 39692 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 60918 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16707 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 41622 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 17 contains 110509 members 
Mstep: Class 20 contains 11881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531422.000000 Penalty: 34275.832031
Iteration 125Q: 17 clusters Score -2.653142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194516 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 39692 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60919 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16706 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 41622 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 17 contains 110508 members 
Mstep: Class 20 contains 11880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531432.000000 Penalty: 34275.832031
Iteration 126Q: 17 clusters Score -2.653143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194517 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 39695 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 60919 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16707 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 41622 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 17 contains 110507 members 
Mstep: Class 20 contains 11878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531442.000000 Penalty: 34275.832031
Iteration 127Q: 17 clusters Score -2.653144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194518 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 39697 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60919 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16707 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 41624 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 17 contains 110500 members 
Mstep: Class 20 contains 11877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531432.000000 Penalty: 34275.832031
Iteration 128Q: 17 clusters Score -2.653143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 1417 members 
Mstep: Class 3 contains 39700 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60920 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16708 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 41622 members 
Mstep: Class 15 contains 16649 members 
Mstep: Class 17 contains 110490 members 
Mstep: Class 20 contains 11875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531418.000000 Penalty: 34275.832031
Iteration 129Q: 17 clusters Score -2.653142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194522 members 
Mstep: Class 2 contains 1418 members 
Mstep: Class 3 contains 39702 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60920 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16708 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 41619 members 
Mstep: Class 15 contains 16650 members 
Mstep: Class 17 contains 110484 members 
Mstep: Class 20 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531426.000000 Penalty: 34275.832031
Iteration 130Q: 17 clusters Score -2.653143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194521 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 39706 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60920 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16709 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 41615 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 17 contains 110480 members 
Mstep: Class 20 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531428.000000 Penalty: 34275.832031
Iteration 131Q: 17 clusters Score -2.653143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 39706 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60920 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16709 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 41615 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 17 contains 110481 members 
Mstep: Class 20 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531424.000000 Penalty: 34275.832031
Iteration 132Q: 17 clusters Score -2.653142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 39706 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60920 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16709 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 41617 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 17 contains 110479 members 
Mstep: Class 20 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531424.000000 Penalty: 34275.832031
Iteration 133Q: 17 clusters Score -2.653142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 39706 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8012 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 60920 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 16709 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 41617 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 17 contains 110479 members 
Mstep: Class 20 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531424.000000 Penalty: 34275.832031
Iteration 134F: 17 clusters Score -2.653142e+07 nChanged 0
Entering ConstructFrom: 
Score: -26531424.000000 Penalty: 34275.832031
Entering ConstructFrom: 
Trying to split cluster 1 (194520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194520 members 
Entering Unmasked Estep 
Score: -10173620.000000 Penalty: 1978.972168
	Iteration 0F: 2 clusters Score -1.017362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96969 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -10042576.000000 Penalty: 3957.944336
	Iteration 0F: 3 clusters Score -1.004258e+07 nChanged 94058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -10099102.000000 Penalty: 3957.944336
	Iteration 1F: 3 clusters Score -1.00991e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -10100729.000000 Penalty: 3957.944336
	Iteration 2Q: 3 clusters Score -1.010073e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -10103757.000000 Penalty: 3957.944336
	Iteration 3Q: 3 clusters Score -1.010376e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 120637 members 
Entering Unmasked Estep 
Score: -10109357.000000 Penalty: 3957.944336
	Iteration 4F: 3 clusters Score -1.010936e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -10118432.000000 Penalty: 3957.944336
	Iteration 5F: 3 clusters Score -1.011843e+07 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 144814 members 
Entering Unmasked Estep 
Score: -10130511.000000 Penalty: 3957.944336
	Iteration 6F: 3 clusters Score -1.013051e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -10142889.000000 Penalty: 3957.944336
	Iteration 7F: 3 clusters Score -1.014289e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -10152194.000000 Penalty: 3957.944336
	Iteration 8F: 3 clusters Score -1.015219e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 173400 members 
Entering Unmasked Estep 
Score: -10158005.000000 Penalty: 3957.944336
	Iteration 9Q: 3 clusters Score -1.0158e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 178182 members 
Entering Unmasked Estep 
Score: -10161709.000000 Penalty: 3957.944336
	Iteration 10Q: 3 clusters Score -1.016171e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 181869 members 
Entering Unmasked Estep 
Score: -10164310.000000 Penalty: 3957.944336
	Iteration 11Q: 3 clusters Score -1.016431e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 184915 members 
Entering Unmasked Estep 
Score: -10166451.000000 Penalty: 3957.944336
	Iteration 12Q: 3 clusters Score -1.016645e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 187315 members 
Entering Unmasked Estep 
Score: -10168034.000000 Penalty: 3957.944336
	Iteration 13Q: 3 clusters Score -1.016803e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 189156 members 
Entering Unmasked Estep 
Score: -10169402.000000 Penalty: 3957.944336
	Iteration 14Q: 3 clusters Score -1.01694e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 190454 members 
Entering Unmasked Estep 
Score: -10170301.000000 Penalty: 3957.944336
	Iteration 15Q: 3 clusters Score -1.01703e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 191368 members 
Entering Unmasked Estep 
Score: -10170927.000000 Penalty: 3957.944336
	Iteration 16Q: 3 clusters Score -1.017093e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 191981 members 
Entering Unmasked Estep 
Score: -10171329.000000 Penalty: 3957.944336
	Iteration 17Q: 3 clusters Score -1.017133e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 192408 members 
Entering Unmasked Estep 
Score: -10171624.000000 Penalty: 3957.944336
	Iteration 18Q: 3 clusters Score -1.017162e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 192719 members 
Entering Unmasked Estep 
Score: -10171858.000000 Penalty: 3957.944336
	Iteration 19Q: 3 clusters Score -1.017186e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 192921 members 
Entering Unmasked Estep 
Score: -10171980.000000 Penalty: 3957.944336
	Iteration 20F: 3 clusters Score -1.017198e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 193085 members 
Entering Unmasked Estep 
Score: -10172027.000000 Penalty: 3957.944336
	Iteration 21Q: 3 clusters Score -1.017203e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 193185 members 
Entering Unmasked Estep 
Score: -10172074.000000 Penalty: 3957.944336
	Iteration 22Q: 3 clusters Score -1.017207e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 193264 members 
Entering Unmasked Estep 
Score: -10172114.000000 Penalty: 3957.944336
	Iteration 23Q: 3 clusters Score -1.017211e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 193335 members 
Entering Unmasked Estep 
Score: -10172147.000000 Penalty: 3957.944336
	Iteration 24Q: 3 clusters Score -1.017215e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 193395 members 
Entering Unmasked Estep 
Score: -10172190.000000 Penalty: 3957.944336
	Iteration 25Q: 3 clusters Score -1.017219e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 193443 members 
Entering Unmasked Estep 
Score: -10172221.000000 Penalty: 3957.944336
	Iteration 26Q: 3 clusters Score -1.017222e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 193484 members 
Entering Unmasked Estep 
Score: -10172239.000000 Penalty: 3957.944336
	Iteration 27Q: 3 clusters Score -1.017224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -10172243.000000 Penalty: 3957.944336
	Iteration 28Q: 3 clusters Score -1.017224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 193531 members 
Entering Unmasked Estep 
Score: -10172258.000000 Penalty: 3957.944336
	Iteration 29Q: 3 clusters Score -1.017226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 193549 members 
Entering Unmasked Estep 
Score: -10172271.000000 Penalty: 3957.944336
	Iteration 30Q: 3 clusters Score -1.017227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 193560 members 
Entering Unmasked Estep 
Score: -10172269.000000 Penalty: 3957.944336
	Iteration 31Q: 3 clusters Score -1.017227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 193570 members 
Entering Unmasked Estep 
Score: -10172278.000000 Penalty: 3957.944336
	Iteration 32Q: 3 clusters Score -1.017228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 193571 members 
Entering Unmasked Estep 
Score: -10172274.000000 Penalty: 3957.944336
	Iteration 33Q: 3 clusters Score -1.017227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 193574 members 
Entering Unmasked Estep 
Score: -10172282.000000 Penalty: 3957.944336
	Iteration 34Q: 3 clusters Score -1.017228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 193576 members 
Entering Unmasked Estep 
Score: -10172279.000000 Penalty: 3957.944336
	Iteration 35Q: 3 clusters Score -1.017228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 193575 members 
Entering Unmasked Estep 
Score: -10172279.000000 Penalty: 3957.944336
	Iteration 36Q: 3 clusters Score -1.017228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -10172270.000000 Penalty: 3957.944336
	Iteration 37Q: 3 clusters Score -1.017227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 193579 members 
Entering Unmasked Estep 
Score: -10172277.000000 Penalty: 3957.944336
	Iteration 38Q: 3 clusters Score -1.017228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 193580 members 
Entering Unmasked Estep 
Score: -10172281.000000 Penalty: 3957.944336
	Iteration 39Q: 3 clusters Score -1.017228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -10172275.000000 Penalty: 3957.944336
	Iteration 40F: 3 clusters Score -1.017228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -10172283.000000 Penalty: 3957.944336
	Iteration 41Q: 3 clusters Score -1.017228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 193586 members 
Entering Unmasked Estep 
Score: -10172289.000000 Penalty: 3957.944336
	Iteration 42Q: 3 clusters Score -1.017229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 193589 members 
Entering Unmasked Estep 
Score: -10172287.000000 Penalty: 3957.944336
	Iteration 43Q: 3 clusters Score -1.017229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 193594 members 
Entering Unmasked Estep 
Score: -10172288.000000 Penalty: 3957.944336
	Iteration 44Q: 3 clusters Score -1.017229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 193599 members 
Entering Unmasked Estep 
Score: -10172279.000000 Penalty: 3957.944336
	Iteration 45Q: 3 clusters Score -1.017228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 193602 members 
Entering Unmasked Estep 
Score: -10172278.000000 Penalty: 3957.944336
	Iteration 46Q: 3 clusters Score -1.017228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 193602 members 
Entering Unmasked Estep 
Score: -10172283.000000 Penalty: 3957.944336
	Iteration 47Q: 3 clusters Score -1.017228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
Score: -10172279.000000 Penalty: 3957.944336
	Iteration 48Q: 3 clusters Score -1.017228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
Score: -10172278.000000 Penalty: 3957.944336
	Iteration 49Q: 3 clusters Score -1.017228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
Score: -10172277.000000 Penalty: 3957.944336
	Iteration 50Q: 3 clusters Score -1.017228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
Score: -10172277.000000 Penalty: 3957.944336
	Iteration 51Q: 3 clusters Score -1.017228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
Score: -10172272.000000 Penalty: 3957.944336
	Iteration 52Q: 3 clusters Score -1.017227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
Score: -10172272.000000 Penalty: 3957.944336
	Iteration 53F: 3 clusters Score -1.017227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -73255.070312 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -73255.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71528.195312 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -71528.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -71878.601562 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -71878.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71968.531250 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -71968.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72011.906250 Penalty: 2358.754883
	Iteration 3Q: 3 clusters Score -72011.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -72038.242188 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -72038.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72053.101562 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -72053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72063.953125 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -72063.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -72068.875000 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -72068.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -72075.078125 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -72075.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72081.945312 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -72081.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -72085.859375 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -72085.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -72088.406250 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -72088.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -72089.523438 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -72089.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72090.460938 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -72090.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72090.718750 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -72090.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72091.085938 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -72091.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72091.085938 Penalty: 2358.754883
	Iteration 16F: 3 clusters Score -72091.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Entering Unmasked Estep 
Score: -2064803.000000 Penalty: 1720.754272
	Iteration 0F: 2 clusters Score -2064803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2038083.625000 Penalty: 3441.508545
	Iteration 0F: 3 clusters Score -2038084 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2048502.125000 Penalty: 3441.508545
	Iteration 1F: 3 clusters Score -2048502 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2049066.875000 Penalty: 3441.508545
	Iteration 2Q: 3 clusters Score -2049067 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2049734.125000 Penalty: 3441.508545
	Iteration 3Q: 3 clusters Score -2049734 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2050597.875000 Penalty: 3441.508545
	Iteration 4Q: 3 clusters Score -2050598 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2051708.625000 Penalty: 3441.508545
	Iteration 5F: 3 clusters Score -2051709 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2053190.000000 Penalty: 3441.508545
	Iteration 6F: 3 clusters Score -2053190 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2054873.750000 Penalty: 3441.508545
	Iteration 7F: 3 clusters Score -2054874 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2056322.750000 Penalty: 3441.508545
	Iteration 8F: 3 clusters Score -2056323 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2057134.875000 Penalty: 3441.508545
	Iteration 9Q: 3 clusters Score -2057135 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2057511.875000 Penalty: 3441.508545
	Iteration 10Q: 3 clusters Score -2057512 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2057797.250000 Penalty: 3441.508545
	Iteration 11Q: 3 clusters Score -2057797 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2058059.500000 Penalty: 3441.508545
	Iteration 12Q: 3 clusters Score -2058060 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2058339.500000 Penalty: 3441.508545
	Iteration 13Q: 3 clusters Score -2058340 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2058657.750000 Penalty: 3441.508545
	Iteration 14Q: 3 clusters Score -2058658 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2059049.875000 Penalty: 3441.508545
	Iteration 15Q: 3 clusters Score -2059050 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2059524.500000 Penalty: 3441.508545
	Iteration 16Q: 3 clusters Score -2059524 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2060039.625000 Penalty: 3441.508545
	Iteration 17Q: 3 clusters Score -2060040 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2060598.500000 Penalty: 3441.508545
	Iteration 18Q: 3 clusters Score -2060598 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2061110.750000 Penalty: 3441.508545
	Iteration 19Q: 3 clusters Score -2061111 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2061586.125000 Penalty: 3441.508545
	Iteration 20F: 3 clusters Score -2061586 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2061975.875000 Penalty: 3441.508545
	Iteration 21Q: 3 clusters Score -2061976 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2062304.750000 Penalty: 3441.508545
	Iteration 22Q: 3 clusters Score -2062305 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2062570.625000 Penalty: 3441.508545
	Iteration 23Q: 3 clusters Score -2062571 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2062719.875000 Penalty: 3441.508545
	Iteration 24Q: 3 clusters Score -2062720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2062835.875000 Penalty: 3441.508545
	Iteration 25Q: 3 clusters Score -2062836 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2062900.000000 Penalty: 3441.508545
	Iteration 26Q: 3 clusters Score -2062900 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2062939.125000 Penalty: 3441.508545
	Iteration 27Q: 3 clusters Score -2062939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2062982.875000 Penalty: 3441.508545
	Iteration 28Q: 3 clusters Score -2062983 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2062996.375000 Penalty: 3441.508545
	Iteration 29Q: 3 clusters Score -2062996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2063015.250000 Penalty: 3441.508545
	Iteration 30Q: 3 clusters Score -2063015 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2063030.500000 Penalty: 3441.508545
	Iteration 31Q: 3 clusters Score -2063030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2063036.125000 Penalty: 3441.508545
	Iteration 32Q: 3 clusters Score -2063036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2063039.625000 Penalty: 3441.508545
	Iteration 33Q: 3 clusters Score -2063040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2063042.125000 Penalty: 3441.508545
	Iteration 34Q: 3 clusters Score -2063042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2063054.875000 Penalty: 3441.508545
	Iteration 35Q: 3 clusters Score -2063055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2063054.625000 Penalty: 3441.508545
	Iteration 36Q: 3 clusters Score -2063055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2063054.125000 Penalty: 3441.508545
	Iteration 37Q: 3 clusters Score -2063054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2063049.500000 Penalty: 3441.508545
	Iteration 38Q: 3 clusters Score -2063050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2063045.500000 Penalty: 3441.508545
	Iteration 39Q: 3 clusters Score -2063046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2063055.000000 Penalty: 3441.508545
	Iteration 40F: 3 clusters Score -2063055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2063061.250000 Penalty: 3441.508545
	Iteration 41Q: 3 clusters Score -2063061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2063065.500000 Penalty: 3441.508545
	Iteration 42Q: 3 clusters Score -2063066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2063069.125000 Penalty: 3441.508545
	Iteration 43Q: 3 clusters Score -2063069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2063071.125000 Penalty: 3441.508545
	Iteration 44Q: 3 clusters Score -2063071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2063068.250000 Penalty: 3441.508545
	Iteration 45Q: 3 clusters Score -2063068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2063064.625000 Penalty: 3441.508545
	Iteration 46Q: 3 clusters Score -2063065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2063067.125000 Penalty: 3441.508545
	Iteration 47Q: 3 clusters Score -2063067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2063066.500000 Penalty: 3441.508545
	Iteration 48Q: 3 clusters Score -2063066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2063065.375000 Penalty: 3441.508545
	Iteration 49Q: 3 clusters Score -2063065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2063070.250000 Penalty: 3441.508545
	Iteration 50Q: 3 clusters Score -2063070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2063077.250000 Penalty: 3441.508545
	Iteration 51Q: 3 clusters Score -2063077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2063073.500000 Penalty: 3441.508545
	Iteration 52Q: 3 clusters Score -2063074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2063077.375000 Penalty: 3441.508545
	Iteration 53Q: 3 clusters Score -2063077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2063079.625000 Penalty: 3441.508545
	Iteration 54Q: 3 clusters Score -2063080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2063077.875000 Penalty: 3441.508545
	Iteration 55Q: 3 clusters Score -2063078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2063077.500000 Penalty: 3441.508545
	Iteration 56Q: 3 clusters Score -2063078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2063078.375000 Penalty: 3441.508545
	Iteration 57Q: 3 clusters Score -2063078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2063079.875000 Penalty: 3441.508545
	Iteration 58Q: 3 clusters Score -2063080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2063079.000000 Penalty: 3441.508545
	Iteration 59Q: 3 clusters Score -2063079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2063078.625000 Penalty: 3441.508545
	Iteration 60F: 3 clusters Score -2063079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2063079.625000 Penalty: 3441.508545
	Iteration 61Q: 3 clusters Score -2063080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2063080.625000 Penalty: 3441.508545
	Iteration 62Q: 3 clusters Score -2063081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2063077.500000 Penalty: 3441.508545
	Iteration 63Q: 3 clusters Score -2063078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2063080.875000 Penalty: 3441.508545
	Iteration 64Q: 3 clusters Score -2063081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2063081.000000 Penalty: 3441.508545
	Iteration 65Q: 3 clusters Score -2063081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2063080.375000 Penalty: 3441.508545
	Iteration 66Q: 3 clusters Score -2063080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2063081.250000 Penalty: 3441.508545
	Iteration 67Q: 3 clusters Score -2063081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2063080.750000 Penalty: 3441.508545
	Iteration 68Q: 3 clusters Score -2063081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2063080.750000 Penalty: 3441.508545
	Iteration 69F: 3 clusters Score -2063081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Entering Unmasked Estep 
Score: -403503.343750 Penalty: 1463.796631
	Iteration 0F: 2 clusters Score -403503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -397519.281250 Penalty: 2927.593262
	Iteration 0F: 3 clusters Score -397519.3 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -399495.218750 Penalty: 2927.593262
	Iteration 1F: 3 clusters Score -399495.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -400082.406250 Penalty: 2927.593262
	Iteration 2F: 3 clusters Score -400082.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -400812.062500 Penalty: 2927.593262
	Iteration 3F: 3 clusters Score -400812.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -401551.031250 Penalty: 2927.593262
	Iteration 4F: 3 clusters Score -401551 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -402135.250000 Penalty: 2927.593262
	Iteration 5F: 3 clusters Score -402135.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -402545.437500 Penalty: 2927.593262
	Iteration 6F: 3 clusters Score -402545.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402818.187500 Penalty: 2927.593262
	Iteration 7Q: 3 clusters Score -402818.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -402974.093750 Penalty: 2927.593262
	Iteration 8Q: 3 clusters Score -402974.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -403070.687500 Penalty: 2927.593262
	Iteration 9Q: 3 clusters Score -403070.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -403133.781250 Penalty: 2927.593262
	Iteration 10Q: 3 clusters Score -403133.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -403172.000000 Penalty: 2927.593262
	Iteration 11Q: 3 clusters Score -403172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -403193.625000 Penalty: 2927.593262
	Iteration 12Q: 3 clusters Score -403193.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -403215.875000 Penalty: 2927.593262
	Iteration 13Q: 3 clusters Score -403215.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -403238.875000 Penalty: 2927.593262
	Iteration 14Q: 3 clusters Score -403238.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -403251.937500 Penalty: 2927.593262
	Iteration 15Q: 3 clusters Score -403251.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -403263.218750 Penalty: 2927.593262
	Iteration 16Q: 3 clusters Score -403263.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -403269.968750 Penalty: 2927.593262
	Iteration 17Q: 3 clusters Score -403270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -403274.718750 Penalty: 2927.593262
	Iteration 18Q: 3 clusters Score -403274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -403277.781250 Penalty: 2927.593262
	Iteration 19Q: 3 clusters Score -403277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -403280.343750 Penalty: 2927.593262
	Iteration 20F: 3 clusters Score -403280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -403281.375000 Penalty: 2927.593262
	Iteration 21Q: 3 clusters Score -403281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -403283.750000 Penalty: 2927.593262
	Iteration 22Q: 3 clusters Score -403283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -403285.375000 Penalty: 2927.593262
	Iteration 23Q: 3 clusters Score -403285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -403286.312500 Penalty: 2927.593262
	Iteration 24Q: 3 clusters Score -403286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -403286.906250 Penalty: 2927.593262
	Iteration 25Q: 3 clusters Score -403286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -403288.250000 Penalty: 2927.593262
	Iteration 26Q: 3 clusters Score -403288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -403291.406250 Penalty: 2927.593262
	Iteration 27Q: 3 clusters Score -403291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -403293.531250 Penalty: 2927.593262
	Iteration 28Q: 3 clusters Score -403293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -403296.250000 Penalty: 2927.593262
	Iteration 29Q: 3 clusters Score -403296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -403296.250000 Penalty: 2927.593262
	Iteration 30Q: 3 clusters Score -403296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -403296.687500 Penalty: 2927.593262
	Iteration 31Q: 3 clusters Score -403296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -403295.906250 Penalty: 2927.593262
	Iteration 32Q: 3 clusters Score -403295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -403296.937500 Penalty: 2927.593262
	Iteration 33Q: 3 clusters Score -403296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -403296.875000 Penalty: 2927.593262
	Iteration 34Q: 3 clusters Score -403296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -403297.750000 Penalty: 2927.593262
	Iteration 35Q: 3 clusters Score -403297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -403297.968750 Penalty: 2927.593262
	Iteration 36Q: 3 clusters Score -403298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -403297.218750 Penalty: 2927.593262
	Iteration 37Q: 3 clusters Score -403297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -403297.875000 Penalty: 2927.593262
	Iteration 38Q: 3 clusters Score -403297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -403297.562500 Penalty: 2927.593262
	Iteration 39Q: 3 clusters Score -403297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -403297.562500 Penalty: 2927.593262
	Iteration 40F: 3 clusters Score -403297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -425058.343750 Penalty: 1460.663086
	Iteration 0F: 2 clusters Score -425058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -419116.218750 Penalty: 2921.326172
	Iteration 0F: 3 clusters Score -419116.2 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -420997.125000 Penalty: 2921.326172
	Iteration 1F: 3 clusters Score -420997.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -421214.968750 Penalty: 2921.326172
	Iteration 2F: 3 clusters Score -421215 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -421351.500000 Penalty: 2921.326172
	Iteration 3Q: 3 clusters Score -421351.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -421457.312500 Penalty: 2921.326172
	Iteration 4Q: 3 clusters Score -421457.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -421578.000000 Penalty: 2921.326172
	Iteration 5Q: 3 clusters Score -421578 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -421710.687500 Penalty: 2921.326172
	Iteration 6Q: 3 clusters Score -421710.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -421879.531250 Penalty: 2921.326172
	Iteration 7Q: 3 clusters Score -421879.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -422095.437500 Penalty: 2921.326172
	Iteration 8Q: 3 clusters Score -422095.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -422333.843750 Penalty: 2921.326172
	Iteration 9F: 3 clusters Score -422333.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -422625.718750 Penalty: 2921.326172
	Iteration 10F: 3 clusters Score -422625.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -422925.531250 Penalty: 2921.326172
	Iteration 11Q: 3 clusters Score -422925.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -423172.031250 Penalty: 2921.326172
	Iteration 12Q: 3 clusters Score -423172 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -423371.656250 Penalty: 2921.326172
	Iteration 13Q: 3 clusters Score -423371.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -423518.937500 Penalty: 2921.326172
	Iteration 14Q: 3 clusters Score -423518.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -423624.062500 Penalty: 2921.326172
	Iteration 15Q: 3 clusters Score -423624.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -423699.218750 Penalty: 2921.326172
	Iteration 16Q: 3 clusters Score -423699.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -423739.281250 Penalty: 2921.326172
	Iteration 17Q: 3 clusters Score -423739.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -423768.312500 Penalty: 2921.326172
	Iteration 18Q: 3 clusters Score -423768.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -423790.656250 Penalty: 2921.326172
	Iteration 19Q: 3 clusters Score -423790.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -423800.875000 Penalty: 2921.326172
	Iteration 20F: 3 clusters Score -423800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -423805.062500 Penalty: 2921.326172
	Iteration 21Q: 3 clusters Score -423805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -423806.468750 Penalty: 2921.326172
	Iteration 22Q: 3 clusters Score -423806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -423806.468750 Penalty: 2921.326172
	Iteration 23F: 3 clusters Score -423806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -102006.554688 Penalty: 1230.113281
	Iteration 0F: 2 clusters Score -102006.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -99950.406250 Penalty: 2460.226562
	Iteration 0F: 3 clusters Score -99950.41 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -100371.632812 Penalty: 2460.226562
	Iteration 1F: 3 clusters Score -100371.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -100458.757812 Penalty: 2460.226562
	Iteration 2F: 3 clusters Score -100458.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -100502.429688 Penalty: 2460.226562
	Iteration 3Q: 3 clusters Score -100502.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -100526.156250 Penalty: 2460.226562
	Iteration 4Q: 3 clusters Score -100526.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -100547.125000 Penalty: 2460.226562
	Iteration 5Q: 3 clusters Score -100547.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -100570.101562 Penalty: 2460.226562
	Iteration 6Q: 3 clusters Score -100570.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -100585.859375 Penalty: 2460.226562
	Iteration 7Q: 3 clusters Score -100585.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -100592.656250 Penalty: 2460.226562
	Iteration 8Q: 3 clusters Score -100592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -100596.867188 Penalty: 2460.226562
	Iteration 9Q: 3 clusters Score -100596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -100603.570312 Penalty: 2460.226562
	Iteration 10Q: 3 clusters Score -100603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -100607.414062 Penalty: 2460.226562
	Iteration 11Q: 3 clusters Score -100607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -100609.054688 Penalty: 2460.226562
	Iteration 12Q: 3 clusters Score -100609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -100610.062500 Penalty: 2460.226562
	Iteration 13Q: 3 clusters Score -100610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -100610.820312 Penalty: 2460.226562
	Iteration 14Q: 3 clusters Score -100610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -100611.234375 Penalty: 2460.226562
	Iteration 15Q: 3 clusters Score -100611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -100612.125000 Penalty: 2460.226562
	Iteration 16Q: 3 clusters Score -100612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -100613.296875 Penalty: 2460.226562
	Iteration 17Q: 3 clusters Score -100613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -100613.296875 Penalty: 2460.226562
	Iteration 18F: 3 clusters Score -100613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Entering Unmasked Estep 
Score: -3188381.250000 Penalty: 1790.313965
	Iteration 0F: 2 clusters Score -3188381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3147929.750000 Penalty: 3580.627930
	Iteration 0F: 3 clusters Score -3147930 nChanged 28717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3164198.250000 Penalty: 3580.627930
	Iteration 1F: 3 clusters Score -3164198 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3164839.250000 Penalty: 3580.627930
	Iteration 2Q: 3 clusters Score -3164839 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -3165517.500000 Penalty: 3580.627930
	Iteration 3Q: 3 clusters Score -3165518 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3166411.500000 Penalty: 3580.627930
	Iteration 4Q: 3 clusters Score -3166412 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -3167638.500000 Penalty: 3580.627930
	Iteration 5Q: 3 clusters Score -3167638 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -3169428.000000 Penalty: 3580.627930
	Iteration 6F: 3 clusters Score -3169428 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -3172106.500000 Penalty: 3580.627930
	Iteration 7F: 3 clusters Score -3172106 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -3175674.500000 Penalty: 3580.627930
	Iteration 8F: 3 clusters Score -3175674 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -3179448.750000 Penalty: 3580.627930
	Iteration 9F: 3 clusters Score -3179449 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -3182656.250000 Penalty: 3580.627930
	Iteration 10F: 3 clusters Score -3182656 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -3184739.500000 Penalty: 3580.627930
	Iteration 11Q: 3 clusters Score -3184740 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -3185888.750000 Penalty: 3580.627930
	Iteration 12Q: 3 clusters Score -3185889 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -3186386.000000 Penalty: 3580.627930
	Iteration 13Q: 3 clusters Score -3186386 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -3186613.750000 Penalty: 3580.627930
	Iteration 14Q: 3 clusters Score -3186614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -3186706.750000 Penalty: 3580.627930
	Iteration 15Q: 3 clusters Score -3186707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -3186751.250000 Penalty: 3580.627930
	Iteration 16Q: 3 clusters Score -3186751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -3186771.000000 Penalty: 3580.627930
	Iteration 17Q: 3 clusters Score -3186771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -3186787.250000 Penalty: 3580.627930
	Iteration 18Q: 3 clusters Score -3186787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -3186798.750000 Penalty: 3580.627930
	Iteration 19Q: 3 clusters Score -3186799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -3186805.500000 Penalty: 3580.627930
	Iteration 20F: 3 clusters Score -3186806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -3186815.000000 Penalty: 3580.627930
	Iteration 21Q: 3 clusters Score -3186815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -3186815.250000 Penalty: 3580.627930
	Iteration 22Q: 3 clusters Score -3186815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -3186817.750000 Penalty: 3580.627930
	Iteration 23Q: 3 clusters Score -3186818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -3186817.750000 Penalty: 3580.627930
	Iteration 24F: 3 clusters Score -3186818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Entering Unmasked Estep 
Score: -255494.734375 Penalty: 1379.395630
	Iteration 0F: 2 clusters Score -255494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -251566.250000 Penalty: 2758.791260
	Iteration 0F: 3 clusters Score -251566.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -252620.921875 Penalty: 2758.791260
	Iteration 1F: 3 clusters Score -252620.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -252791.937500 Penalty: 2758.791260
	Iteration 2F: 3 clusters Score -252791.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -252905.875000 Penalty: 2758.791260
	Iteration 3F: 3 clusters Score -252905.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -252992.015625 Penalty: 2758.791260
	Iteration 4Q: 3 clusters Score -252992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -253060.234375 Penalty: 2758.791260
	Iteration 5Q: 3 clusters Score -253060.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -253132.421875 Penalty: 2758.791260
	Iteration 6Q: 3 clusters Score -253132.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -253227.125000 Penalty: 2758.791260
	Iteration 7Q: 3 clusters Score -253227.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -253336.000000 Penalty: 2758.791260
	Iteration 8Q: 3 clusters Score -253336 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -253454.609375 Penalty: 2758.791260
	Iteration 9Q: 3 clusters Score -253454.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -253552.234375 Penalty: 2758.791260
	Iteration 10Q: 3 clusters Score -253552.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -253654.609375 Penalty: 2758.791260
	Iteration 11Q: 3 clusters Score -253654.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -253774.390625 Penalty: 2758.791260
	Iteration 12Q: 3 clusters Score -253774.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -253889.515625 Penalty: 2758.791260
	Iteration 13Q: 3 clusters Score -253889.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -253980.906250 Penalty: 2758.791260
	Iteration 14Q: 3 clusters Score -253980.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -254053.218750 Penalty: 2758.791260
	Iteration 15Q: 3 clusters Score -254053.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -254098.906250 Penalty: 2758.791260
	Iteration 16Q: 3 clusters Score -254098.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -254135.890625 Penalty: 2758.791260
	Iteration 17Q: 3 clusters Score -254135.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -254168.312500 Penalty: 2758.791260
	Iteration 18Q: 3 clusters Score -254168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -254194.312500 Penalty: 2758.791260
	Iteration 19Q: 3 clusters Score -254194.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -254213.937500 Penalty: 2758.791260
	Iteration 20F: 3 clusters Score -254213.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -254230.890625 Penalty: 2758.791260
	Iteration 21Q: 3 clusters Score -254230.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -254239.796875 Penalty: 2758.791260
	Iteration 22Q: 3 clusters Score -254239.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -254252.640625 Penalty: 2758.791260
	Iteration 23Q: 3 clusters Score -254252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -254261.265625 Penalty: 2758.791260
	Iteration 24Q: 3 clusters Score -254261.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -254271.328125 Penalty: 2758.791260
	Iteration 25Q: 3 clusters Score -254271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -254277.218750 Penalty: 2758.791260
	Iteration 26Q: 3 clusters Score -254277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -254282.500000 Penalty: 2758.791260
	Iteration 27Q: 3 clusters Score -254282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -254282.609375 Penalty: 2758.791260
	Iteration 28Q: 3 clusters Score -254282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -254282.609375 Penalty: 2758.791260
	Iteration 29F: 3 clusters Score -254282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Entering Unmasked Estep 
Score: -895645.437500 Penalty: 1580.101685
	Iteration 0F: 2 clusters Score -895645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -884180.250000 Penalty: 3160.203369
	Iteration 0F: 3 clusters Score -884180.2 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -888272.625000 Penalty: 3160.203369
	Iteration 1F: 3 clusters Score -888272.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -888607.187500 Penalty: 3160.203369
	Iteration 2F: 3 clusters Score -888607.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -888941.125000 Penalty: 3160.203369
	Iteration 3Q: 3 clusters Score -888941.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -889291.875000 Penalty: 3160.203369
	Iteration 4Q: 3 clusters Score -889291.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -889692.812500 Penalty: 3160.203369
	Iteration 5Q: 3 clusters Score -889692.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -890189.562500 Penalty: 3160.203369
	Iteration 6Q: 3 clusters Score -890189.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -890785.625000 Penalty: 3160.203369
	Iteration 7F: 3 clusters Score -890785.6 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -891491.687500 Penalty: 3160.203369
	Iteration 8F: 3 clusters Score -891491.7 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -892157.562500 Penalty: 3160.203369
	Iteration 9F: 3 clusters Score -892157.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -892579.875000 Penalty: 3160.203369
	Iteration 10Q: 3 clusters Score -892579.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -892815.187500 Penalty: 3160.203369
	Iteration 11Q: 3 clusters Score -892815.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -892933.562500 Penalty: 3160.203369
	Iteration 12Q: 3 clusters Score -892933.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -892993.312500 Penalty: 3160.203369
	Iteration 13Q: 3 clusters Score -892993.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -893049.250000 Penalty: 3160.203369
	Iteration 14Q: 3 clusters Score -893049.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -893081.187500 Penalty: 3160.203369
	Iteration 15Q: 3 clusters Score -893081.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -893116.875000 Penalty: 3160.203369
	Iteration 16Q: 3 clusters Score -893116.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -893151.937500 Penalty: 3160.203369
	Iteration 17Q: 3 clusters Score -893151.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -893190.187500 Penalty: 3160.203369
	Iteration 18Q: 3 clusters Score -893190.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -893214.250000 Penalty: 3160.203369
	Iteration 19Q: 3 clusters Score -893214.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -893239.250000 Penalty: 3160.203369
	Iteration 20F: 3 clusters Score -893239.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -893263.562500 Penalty: 3160.203369
	Iteration 21Q: 3 clusters Score -893263.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -893290.812500 Penalty: 3160.203369
	Iteration 22Q: 3 clusters Score -893290.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -893314.562500 Penalty: 3160.203369
	Iteration 23Q: 3 clusters Score -893314.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -893341.375000 Penalty: 3160.203369
	Iteration 24Q: 3 clusters Score -893341.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -893359.750000 Penalty: 3160.203369
	Iteration 25Q: 3 clusters Score -893359.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -893372.250000 Penalty: 3160.203369
	Iteration 26Q: 3 clusters Score -893372.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -893384.937500 Penalty: 3160.203369
	Iteration 27Q: 3 clusters Score -893384.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -893402.250000 Penalty: 3160.203369
	Iteration 28Q: 3 clusters Score -893402.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -893413.375000 Penalty: 3160.203369
	Iteration 29Q: 3 clusters Score -893413.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -893428.937500 Penalty: 3160.203369
	Iteration 30Q: 3 clusters Score -893428.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -893435.937500 Penalty: 3160.203369
	Iteration 31Q: 3 clusters Score -893435.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -893440.250000 Penalty: 3160.203369
	Iteration 32Q: 3 clusters Score -893440.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -893444.562500 Penalty: 3160.203369
	Iteration 33Q: 3 clusters Score -893444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -893449.187500 Penalty: 3160.203369
	Iteration 34Q: 3 clusters Score -893449.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -893457.687500 Penalty: 3160.203369
	Iteration 35Q: 3 clusters Score -893457.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -893465.375000 Penalty: 3160.203369
	Iteration 36Q: 3 clusters Score -893465.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -893473.687500 Penalty: 3160.203369
	Iteration 37Q: 3 clusters Score -893473.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -893480.187500 Penalty: 3160.203369
	Iteration 38Q: 3 clusters Score -893480.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -893491.562500 Penalty: 3160.203369
	Iteration 39Q: 3 clusters Score -893491.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -893498.312500 Penalty: 3160.203369
	Iteration 40F: 3 clusters Score -893498.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -893505.187500 Penalty: 3160.203369
	Iteration 41Q: 3 clusters Score -893505.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -893513.875000 Penalty: 3160.203369
	Iteration 42Q: 3 clusters Score -893513.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -893517.937500 Penalty: 3160.203369
	Iteration 43Q: 3 clusters Score -893517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -893519.812500 Penalty: 3160.203369
	Iteration 44Q: 3 clusters Score -893519.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -893526.375000 Penalty: 3160.203369
	Iteration 45Q: 3 clusters Score -893526.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -893533.125000 Penalty: 3160.203369
	Iteration 46Q: 3 clusters Score -893533.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -893537.437500 Penalty: 3160.203369
	Iteration 47Q: 3 clusters Score -893537.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -893542.250000 Penalty: 3160.203369
	Iteration 48Q: 3 clusters Score -893542.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -893543.750000 Penalty: 3160.203369
	Iteration 49Q: 3 clusters Score -893543.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -893548.062500 Penalty: 3160.203369
	Iteration 50Q: 3 clusters Score -893548.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -893557.125000 Penalty: 3160.203369
	Iteration 51Q: 3 clusters Score -893557.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -893564.062500 Penalty: 3160.203369
	Iteration 52Q: 3 clusters Score -893564.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -893570.062500 Penalty: 3160.203369
	Iteration 53Q: 3 clusters Score -893570.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -893577.375000 Penalty: 3160.203369
	Iteration 54Q: 3 clusters Score -893577.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -893590.312500 Penalty: 3160.203369
	Iteration 55Q: 3 clusters Score -893590.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -893604.375000 Penalty: 3160.203369
	Iteration 56Q: 3 clusters Score -893604.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -893613.437500 Penalty: 3160.203369
	Iteration 57Q: 3 clusters Score -893613.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -893623.750000 Penalty: 3160.203369
	Iteration 58Q: 3 clusters Score -893623.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -893636.500000 Penalty: 3160.203369
	Iteration 59Q: 3 clusters Score -893636.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -893650.500000 Penalty: 3160.203369
	Iteration 60F: 3 clusters Score -893650.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -893665.125000 Penalty: 3160.203369
	Iteration 61Q: 3 clusters Score -893665.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -893682.062500 Penalty: 3160.203369
	Iteration 62Q: 3 clusters Score -893682.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -893698.312500 Penalty: 3160.203369
	Iteration 63Q: 3 clusters Score -893698.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -893714.562500 Penalty: 3160.203369
	Iteration 64Q: 3 clusters Score -893714.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -893726.875000 Penalty: 3160.203369
	Iteration 65Q: 3 clusters Score -893726.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -893742.375000 Penalty: 3160.203369
	Iteration 66Q: 3 clusters Score -893742.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -893756.687500 Penalty: 3160.203369
	Iteration 67Q: 3 clusters Score -893756.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -893778.375000 Penalty: 3160.203369
	Iteration 68Q: 3 clusters Score -893778.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -893799.250000 Penalty: 3160.203369
	Iteration 69Q: 3 clusters Score -893799.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -893814.625000 Penalty: 3160.203369
	Iteration 70Q: 3 clusters Score -893814.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -893831.687500 Penalty: 3160.203369
	Iteration 71Q: 3 clusters Score -893831.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -893846.812500 Penalty: 3160.203369
	Iteration 72Q: 3 clusters Score -893846.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -893867.937500 Penalty: 3160.203369
	Iteration 73Q: 3 clusters Score -893867.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -893891.125000 Penalty: 3160.203369
	Iteration 74Q: 3 clusters Score -893891.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -893913.375000 Penalty: 3160.203369
	Iteration 75Q: 3 clusters Score -893913.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -893928.062500 Penalty: 3160.203369
	Iteration 76Q: 3 clusters Score -893928.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -893952.812500 Penalty: 3160.203369
	Iteration 77Q: 3 clusters Score -893952.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -893973.937500 Penalty: 3160.203369
	Iteration 78Q: 3 clusters Score -893973.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -893993.937500 Penalty: 3160.203369
	Iteration 79Q: 3 clusters Score -893993.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -894013.062500 Penalty: 3160.203369
	Iteration 80F: 3 clusters Score -894013.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -894033.125000 Penalty: 3160.203369
	Iteration 81Q: 3 clusters Score -894033.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -894048.937500 Penalty: 3160.203369
	Iteration 82Q: 3 clusters Score -894048.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -894065.000000 Penalty: 3160.203369
	Iteration 83Q: 3 clusters Score -894065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -894082.500000 Penalty: 3160.203369
	Iteration 84Q: 3 clusters Score -894082.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -894093.312500 Penalty: 3160.203369
	Iteration 85Q: 3 clusters Score -894093.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -894106.437500 Penalty: 3160.203369
	Iteration 86Q: 3 clusters Score -894106.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -894121.187500 Penalty: 3160.203369
	Iteration 87Q: 3 clusters Score -894121.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -894132.562500 Penalty: 3160.203369
	Iteration 88Q: 3 clusters Score -894132.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -894149.125000 Penalty: 3160.203369
	Iteration 89Q: 3 clusters Score -894149.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -894160.562500 Penalty: 3160.203369
	Iteration 90Q: 3 clusters Score -894160.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -894169.625000 Penalty: 3160.203369
	Iteration 91Q: 3 clusters Score -894169.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -894179.187500 Penalty: 3160.203369
	Iteration 92Q: 3 clusters Score -894179.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -894185.625000 Penalty: 3160.203369
	Iteration 93Q: 3 clusters Score -894185.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -894192.375000 Penalty: 3160.203369
	Iteration 94Q: 3 clusters Score -894192.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -894200.125000 Penalty: 3160.203369
	Iteration 95Q: 3 clusters Score -894200.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -894211.625000 Penalty: 3160.203369
	Iteration 96Q: 3 clusters Score -894211.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -894217.812500 Penalty: 3160.203369
	Iteration 97Q: 3 clusters Score -894217.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -894225.875000 Penalty: 3160.203369
	Iteration 98Q: 3 clusters Score -894225.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -894231.250000 Penalty: 3160.203369
	Iteration 99Q: 3 clusters Score -894231.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -894240.125000 Penalty: 3160.203369
	Iteration 100F: 3 clusters Score -894240.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -894249.062500 Penalty: 3160.203369
	Iteration 101Q: 3 clusters Score -894249.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -894255.625000 Penalty: 3160.203369
	Iteration 102Q: 3 clusters Score -894255.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -894265.250000 Penalty: 3160.203369
	Iteration 103Q: 3 clusters Score -894265.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -894279.000000 Penalty: 3160.203369
	Iteration 104Q: 3 clusters Score -894279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -894283.312500 Penalty: 3160.203369
	Iteration 105Q: 3 clusters Score -894283.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -894291.687500 Penalty: 3160.203369
	Iteration 106Q: 3 clusters Score -894291.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -894298.125000 Penalty: 3160.203369
	Iteration 107Q: 3 clusters Score -894298.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -894305.625000 Penalty: 3160.203369
	Iteration 108Q: 3 clusters Score -894305.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -894315.312500 Penalty: 3160.203369
	Iteration 109Q: 3 clusters Score -894315.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -894328.062500 Penalty: 3160.203369
	Iteration 110Q: 3 clusters Score -894328.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -894337.812500 Penalty: 3160.203369
	Iteration 111Q: 3 clusters Score -894337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -894346.062500 Penalty: 3160.203369
	Iteration 112Q: 3 clusters Score -894346.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -894347.625000 Penalty: 3160.203369
	Iteration 113Q: 3 clusters Score -894347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -894348.937500 Penalty: 3160.203369
	Iteration 114Q: 3 clusters Score -894348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -894352.437500 Penalty: 3160.203369
	Iteration 115Q: 3 clusters Score -894352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -894356.750000 Penalty: 3160.203369
	Iteration 116Q: 3 clusters Score -894356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -894358.750000 Penalty: 3160.203369
	Iteration 117Q: 3 clusters Score -894358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -894357.937500 Penalty: 3160.203369
	Iteration 118Q: 3 clusters Score -894357.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -894363.437500 Penalty: 3160.203369
	Iteration 119Q: 3 clusters Score -894363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -894367.625000 Penalty: 3160.203369
	Iteration 120F: 3 clusters Score -894367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -894370.812500 Penalty: 3160.203369
	Iteration 121Q: 3 clusters Score -894370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -894374.625000 Penalty: 3160.203369
	Iteration 122Q: 3 clusters Score -894374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -894374.562500 Penalty: 3160.203369
	Iteration 123Q: 3 clusters Score -894374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -894375.312500 Penalty: 3160.203369
	Iteration 124Q: 3 clusters Score -894375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -894379.937500 Penalty: 3160.203369
	Iteration 125Q: 3 clusters Score -894379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -894380.937500 Penalty: 3160.203369
	Iteration 126Q: 3 clusters Score -894380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -894382.250000 Penalty: 3160.203369
	Iteration 127Q: 3 clusters Score -894382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -894382.000000 Penalty: 3160.203369
	Iteration 128Q: 3 clusters Score -894382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -894382.125000 Penalty: 3160.203369
	Iteration 129Q: 3 clusters Score -894382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -894382.812500 Penalty: 3160.203369
	Iteration 130Q: 3 clusters Score -894382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -894382.812500 Penalty: 3160.203369
	Iteration 131F: 3 clusters Score -894382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -161340.468750 Penalty: 1314.490967
	Iteration 0F: 2 clusters Score -161340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -158422.921875 Penalty: 2628.981934
	Iteration 0F: 3 clusters Score -158422.9 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -159192.859375 Penalty: 2628.981934
	Iteration 1F: 3 clusters Score -159192.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -159365.921875 Penalty: 2628.981934
	Iteration 2F: 3 clusters Score -159365.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -159485.500000 Penalty: 2628.981934
	Iteration 3F: 3 clusters Score -159485.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -159600.453125 Penalty: 2628.981934
	Iteration 4Q: 3 clusters Score -159600.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -159716.500000 Penalty: 2628.981934
	Iteration 5Q: 3 clusters Score -159716.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -159840.953125 Penalty: 2628.981934
	Iteration 6Q: 3 clusters Score -159841 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -159978.484375 Penalty: 2628.981934
	Iteration 7F: 3 clusters Score -159978.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -160119.203125 Penalty: 2628.981934
	Iteration 8F: 3 clusters Score -160119.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -160237.687500 Penalty: 2628.981934
	Iteration 9Q: 3 clusters Score -160237.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -160326.093750 Penalty: 2628.981934
	Iteration 10Q: 3 clusters Score -160326.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -160378.640625 Penalty: 2628.981934
	Iteration 11Q: 3 clusters Score -160378.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -160410.296875 Penalty: 2628.981934
	Iteration 12Q: 3 clusters Score -160410.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -160430.781250 Penalty: 2628.981934
	Iteration 13Q: 3 clusters Score -160430.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -160443.296875 Penalty: 2628.981934
	Iteration 14Q: 3 clusters Score -160443.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -160454.796875 Penalty: 2628.981934
	Iteration 15Q: 3 clusters Score -160454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -160463.140625 Penalty: 2628.981934
	Iteration 16Q: 3 clusters Score -160463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -160469.781250 Penalty: 2628.981934
	Iteration 17Q: 3 clusters Score -160469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -160474.515625 Penalty: 2628.981934
	Iteration 18Q: 3 clusters Score -160474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -160477.562500 Penalty: 2628.981934
	Iteration 19Q: 3 clusters Score -160477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -160477.515625 Penalty: 2628.981934
	Iteration 20F: 3 clusters Score -160477.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -242286.921875 Penalty: 1392.157837
	Iteration 0F: 2 clusters Score -242286.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -238117.796875 Penalty: 2784.315674
	Iteration 0F: 3 clusters Score -238117.8 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -239341.140625 Penalty: 2784.315674
	Iteration 1F: 3 clusters Score -239341.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -239585.015625 Penalty: 2784.315674
	Iteration 2F: 3 clusters Score -239585 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -239798.593750 Penalty: 2784.315674
	Iteration 3F: 3 clusters Score -239798.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -239987.703125 Penalty: 2784.315674
	Iteration 4F: 3 clusters Score -239987.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -240168.250000 Penalty: 2784.315674
	Iteration 5Q: 3 clusters Score -240168.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -240354.906250 Penalty: 2784.315674
	Iteration 6Q: 3 clusters Score -240354.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -240530.093750 Penalty: 2784.315674
	Iteration 7Q: 3 clusters Score -240530.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -240699.921875 Penalty: 2784.315674
	Iteration 8Q: 3 clusters Score -240699.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -240835.640625 Penalty: 2784.315674
	Iteration 9Q: 3 clusters Score -240835.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -240939.031250 Penalty: 2784.315674
	Iteration 10Q: 3 clusters Score -240939 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -241024.890625 Penalty: 2784.315674
	Iteration 11Q: 3 clusters Score -241024.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -241080.437500 Penalty: 2784.315674
	Iteration 12Q: 3 clusters Score -241080.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -241127.531250 Penalty: 2784.315674
	Iteration 13Q: 3 clusters Score -241127.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -241172.453125 Penalty: 2784.315674
	Iteration 14Q: 3 clusters Score -241172.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -241223.312500 Penalty: 2784.315674
	Iteration 15Q: 3 clusters Score -241223.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -241268.343750 Penalty: 2784.315674
	Iteration 16Q: 3 clusters Score -241268.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -241316.390625 Penalty: 2784.315674
	Iteration 17Q: 3 clusters Score -241316.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -241353.296875 Penalty: 2784.315674
	Iteration 18Q: 3 clusters Score -241353.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -241384.078125 Penalty: 2784.315674
	Iteration 19Q: 3 clusters Score -241384.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -241409.875000 Penalty: 2784.315674
	Iteration 20F: 3 clusters Score -241409.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -241429.921875 Penalty: 2784.315674
	Iteration 21Q: 3 clusters Score -241429.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -241447.578125 Penalty: 2784.315674
	Iteration 22Q: 3 clusters Score -241447.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -241457.140625 Penalty: 2784.315674
	Iteration 23Q: 3 clusters Score -241457.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -241461.328125 Penalty: 2784.315674
	Iteration 24Q: 3 clusters Score -241461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -241463.734375 Penalty: 2784.315674
	Iteration 25Q: 3 clusters Score -241463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -241465.156250 Penalty: 2784.315674
	Iteration 26Q: 3 clusters Score -241465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -241467.328125 Penalty: 2784.315674
	Iteration 27Q: 3 clusters Score -241467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -241469.937500 Penalty: 2784.315674
	Iteration 28Q: 3 clusters Score -241469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -241471.421875 Penalty: 2784.315674
	Iteration 29Q: 3 clusters Score -241471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -241473.125000 Penalty: 2784.315674
	Iteration 30Q: 3 clusters Score -241473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -241473.406250 Penalty: 2784.315674
	Iteration 31Q: 3 clusters Score -241473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -241473.750000 Penalty: 2784.315674
	Iteration 32Q: 3 clusters Score -241473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -241474.875000 Penalty: 2784.315674
	Iteration 33Q: 3 clusters Score -241474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -241474.984375 Penalty: 2784.315674
	Iteration 34Q: 3 clusters Score -241475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241475.640625 Penalty: 2784.315674
	Iteration 35Q: 3 clusters Score -241475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241475.640625 Penalty: 2784.315674
	Iteration 36F: 3 clusters Score -241475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Entering Unmasked Estep 
Score: -262555.750000 Penalty: 1410.194580
	Iteration 0F: 2 clusters Score -262555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -258009.390625 Penalty: 2820.389160
	Iteration 0F: 3 clusters Score -258009.4 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -259376.343750 Penalty: 2820.389160
	Iteration 1F: 3 clusters Score -259376.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -259619.406250 Penalty: 2820.389160
	Iteration 2F: 3 clusters Score -259619.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -259833.515625 Penalty: 2820.389160
	Iteration 3F: 3 clusters Score -259833.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -260048.578125 Penalty: 2820.389160
	Iteration 4F: 3 clusters Score -260048.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -260254.234375 Penalty: 2820.389160
	Iteration 5F: 3 clusters Score -260254.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -260449.343750 Penalty: 2820.389160
	Iteration 6F: 3 clusters Score -260449.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -260609.562500 Penalty: 2820.389160
	Iteration 7Q: 3 clusters Score -260609.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -260750.687500 Penalty: 2820.389160
	Iteration 8Q: 3 clusters Score -260750.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -260865.515625 Penalty: 2820.389160
	Iteration 9Q: 3 clusters Score -260865.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -260960.359375 Penalty: 2820.389160
	Iteration 10Q: 3 clusters Score -260960.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -261042.375000 Penalty: 2820.389160
	Iteration 11Q: 3 clusters Score -261042.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -261119.578125 Penalty: 2820.389160
	Iteration 12Q: 3 clusters Score -261119.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -261186.859375 Penalty: 2820.389160
	Iteration 13Q: 3 clusters Score -261186.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -261233.812500 Penalty: 2820.389160
	Iteration 14Q: 3 clusters Score -261233.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -261267.703125 Penalty: 2820.389160
	Iteration 15Q: 3 clusters Score -261267.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -261296.562500 Penalty: 2820.389160
	Iteration 16Q: 3 clusters Score -261296.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -261312.093750 Penalty: 2820.389160
	Iteration 17Q: 3 clusters Score -261312.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -261322.781250 Penalty: 2820.389160
	Iteration 18Q: 3 clusters Score -261322.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -261331.671875 Penalty: 2820.389160
	Iteration 19Q: 3 clusters Score -261331.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -261338.828125 Penalty: 2820.389160
	Iteration 20F: 3 clusters Score -261338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -261343.671875 Penalty: 2820.389160
	Iteration 21Q: 3 clusters Score -261343.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -261348.515625 Penalty: 2820.389160
	Iteration 22Q: 3 clusters Score -261348.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -261351.625000 Penalty: 2820.389160
	Iteration 23Q: 3 clusters Score -261351.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -261354.156250 Penalty: 2820.389160
	Iteration 24Q: 3 clusters Score -261354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261356.984375 Penalty: 2820.389160
	Iteration 25Q: 3 clusters Score -261357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -261360.203125 Penalty: 2820.389160
	Iteration 26Q: 3 clusters Score -261360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -261361.484375 Penalty: 2820.389160
	Iteration 27Q: 3 clusters Score -261361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -261363.234375 Penalty: 2820.389160
	Iteration 28Q: 3 clusters Score -261363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261364.328125 Penalty: 2820.389160
	Iteration 29Q: 3 clusters Score -261364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -261365.390625 Penalty: 2820.389160
	Iteration 30Q: 3 clusters Score -261365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261366.812500 Penalty: 2820.389160
	Iteration 31Q: 3 clusters Score -261366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261366.734375 Penalty: 2820.389160
	Iteration 32Q: 3 clusters Score -261366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261366.734375 Penalty: 2820.389160
	Iteration 33F: 3 clusters Score -261366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Entering Unmasked Estep 
Score: -2170218.250000 Penalty: 1728.392822
	Iteration 0F: 2 clusters Score -2170218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2142426.750000 Penalty: 3456.785645
	Iteration 0F: 3 clusters Score -2142427 nChanged 19433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2153650.250000 Penalty: 3456.785645
	Iteration 1F: 3 clusters Score -2153650 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2154420.000000 Penalty: 3456.785645
	Iteration 2Q: 3 clusters Score -2154420 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2155395.750000 Penalty: 3456.785645
	Iteration 3F: 3 clusters Score -2155396 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2156571.750000 Penalty: 3456.785645
	Iteration 4F: 3 clusters Score -2156572 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2157908.750000 Penalty: 3456.785645
	Iteration 5F: 3 clusters Score -2157909 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2159216.750000 Penalty: 3456.785645
	Iteration 6F: 3 clusters Score -2159217 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2160416.500000 Penalty: 3456.785645
	Iteration 7F: 3 clusters Score -2160416 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2161493.750000 Penalty: 3456.785645
	Iteration 8Q: 3 clusters Score -2161494 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2162616.750000 Penalty: 3456.785645
	Iteration 9Q: 3 clusters Score -2162617 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2163625.750000 Penalty: 3456.785645
	Iteration 10Q: 3 clusters Score -2163626 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2164464.750000 Penalty: 3456.785645
	Iteration 11Q: 3 clusters Score -2164465 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2165098.750000 Penalty: 3456.785645
	Iteration 12Q: 3 clusters Score -2165099 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2165554.250000 Penalty: 3456.785645
	Iteration 13Q: 3 clusters Score -2165554 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2165935.500000 Penalty: 3456.785645
	Iteration 14Q: 3 clusters Score -2165936 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2166234.500000 Penalty: 3456.785645
	Iteration 15Q: 3 clusters Score -2166234 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2166526.000000 Penalty: 3456.785645
	Iteration 16Q: 3 clusters Score -2166526 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2166823.250000 Penalty: 3456.785645
	Iteration 17Q: 3 clusters Score -2166823 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2167118.500000 Penalty: 3456.785645
	Iteration 18Q: 3 clusters Score -2167118 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2167391.250000 Penalty: 3456.785645
	Iteration 19Q: 3 clusters Score -2167391 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2167688.000000 Penalty: 3456.785645
	Iteration 20F: 3 clusters Score -2167688 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2167905.250000 Penalty: 3456.785645
	Iteration 21Q: 3 clusters Score -2167905 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2168116.000000 Penalty: 3456.785645
	Iteration 22Q: 3 clusters Score -2168116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2168270.000000 Penalty: 3456.785645
	Iteration 23Q: 3 clusters Score -2168270 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2168383.750000 Penalty: 3456.785645
	Iteration 24Q: 3 clusters Score -2168384 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2168471.500000 Penalty: 3456.785645
	Iteration 25Q: 3 clusters Score -2168472 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2168542.000000 Penalty: 3456.785645
	Iteration 26Q: 3 clusters Score -2168542 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2168584.000000 Penalty: 3456.785645
	Iteration 27Q: 3 clusters Score -2168584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2168621.500000 Penalty: 3456.785645
	Iteration 28Q: 3 clusters Score -2168622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2168639.250000 Penalty: 3456.785645
	Iteration 29Q: 3 clusters Score -2168639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2168685.250000 Penalty: 3456.785645
	Iteration 30Q: 3 clusters Score -2168685 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2168717.250000 Penalty: 3456.785645
	Iteration 31Q: 3 clusters Score -2168717 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2168756.500000 Penalty: 3456.785645
	Iteration 32Q: 3 clusters Score -2168756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2168784.000000 Penalty: 3456.785645
	Iteration 33Q: 3 clusters Score -2168784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2168812.500000 Penalty: 3456.785645
	Iteration 34Q: 3 clusters Score -2168812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2168832.250000 Penalty: 3456.785645
	Iteration 35Q: 3 clusters Score -2168832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2168845.750000 Penalty: 3456.785645
	Iteration 36Q: 3 clusters Score -2168846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2168855.000000 Penalty: 3456.785645
	Iteration 37Q: 3 clusters Score -2168855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2168872.750000 Penalty: 3456.785645
	Iteration 38Q: 3 clusters Score -2168873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2168892.250000 Penalty: 3456.785645
	Iteration 39Q: 3 clusters Score -2168892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2168905.250000 Penalty: 3456.785645
	Iteration 40F: 3 clusters Score -2168905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2168921.000000 Penalty: 3456.785645
	Iteration 41Q: 3 clusters Score -2168921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2168927.000000 Penalty: 3456.785645
	Iteration 42Q: 3 clusters Score -2168927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2168937.500000 Penalty: 3456.785645
	Iteration 43Q: 3 clusters Score -2168938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2168944.500000 Penalty: 3456.785645
	Iteration 44Q: 3 clusters Score -2168944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2168954.000000 Penalty: 3456.785645
	Iteration 45Q: 3 clusters Score -2168954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2168959.250000 Penalty: 3456.785645
	Iteration 46Q: 3 clusters Score -2168959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2168960.000000 Penalty: 3456.785645
	Iteration 47Q: 3 clusters Score -2168960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2168960.000000 Penalty: 3456.785645
	Iteration 48Q: 3 clusters Score -2168960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2168960.000000 Penalty: 3456.785645
	Iteration 49Q: 3 clusters Score -2168960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2168962.000000 Penalty: 3456.785645
	Iteration 50Q: 3 clusters Score -2168962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2168963.000000 Penalty: 3456.785645
	Iteration 51Q: 3 clusters Score -2168963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2168968.750000 Penalty: 3456.785645
	Iteration 52Q: 3 clusters Score -2168969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2168971.000000 Penalty: 3456.785645
	Iteration 53Q: 3 clusters Score -2168971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2168973.000000 Penalty: 3456.785645
	Iteration 54Q: 3 clusters Score -2168973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2168974.000000 Penalty: 3456.785645
	Iteration 55Q: 3 clusters Score -2168974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2168971.500000 Penalty: 3456.785645
	Iteration 56Q: 3 clusters Score -2168972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2168975.750000 Penalty: 3456.785645
	Iteration 57Q: 3 clusters Score -2168976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2168971.250000 Penalty: 3456.785645
	Iteration 58Q: 3 clusters Score -2168971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2168970.250000 Penalty: 3456.785645
	Iteration 59Q: 3 clusters Score -2168970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2168973.000000 Penalty: 3456.785645
	Iteration 60F: 3 clusters Score -2168973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2168971.500000 Penalty: 3456.785645
	Iteration 61Q: 3 clusters Score -2168972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2168974.000000 Penalty: 3456.785645
	Iteration 62Q: 3 clusters Score -2168974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2168973.750000 Penalty: 3456.785645
	Iteration 63Q: 3 clusters Score -2168974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2168981.250000 Penalty: 3456.785645
	Iteration 64Q: 3 clusters Score -2168981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2168982.250000 Penalty: 3456.785645
	Iteration 65Q: 3 clusters Score -2168982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2168984.000000 Penalty: 3456.785645
	Iteration 66Q: 3 clusters Score -2168984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2168986.500000 Penalty: 3456.785645
	Iteration 67Q: 3 clusters Score -2168986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2168987.000000 Penalty: 3456.785645
	Iteration 68Q: 3 clusters Score -2168987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2168987.750000 Penalty: 3456.785645
	Iteration 69Q: 3 clusters Score -2168988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2168994.250000 Penalty: 3456.785645
	Iteration 70Q: 3 clusters Score -2168994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2168991.500000 Penalty: 3456.785645
	Iteration 71Q: 3 clusters Score -2168992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2168996.000000 Penalty: 3456.785645
	Iteration 72Q: 3 clusters Score -2168996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2168996.250000 Penalty: 3456.785645
	Iteration 73Q: 3 clusters Score -2168996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2168997.750000 Penalty: 3456.785645
	Iteration 74Q: 3 clusters Score -2168998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2169003.250000 Penalty: 3456.785645
	Iteration 75Q: 3 clusters Score -2169003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2169003.500000 Penalty: 3456.785645
	Iteration 76Q: 3 clusters Score -2169004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2169005.750000 Penalty: 3456.785645
	Iteration 77Q: 3 clusters Score -2169006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2169012.250000 Penalty: 3456.785645
	Iteration 78Q: 3 clusters Score -2169012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2169011.250000 Penalty: 3456.785645
	Iteration 79Q: 3 clusters Score -2169011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2169015.250000 Penalty: 3456.785645
	Iteration 80F: 3 clusters Score -2169015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2169019.250000 Penalty: 3456.785645
	Iteration 81Q: 3 clusters Score -2169019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2169026.000000 Penalty: 3456.785645
	Iteration 82Q: 3 clusters Score -2169026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2169026.500000 Penalty: 3456.785645
	Iteration 83Q: 3 clusters Score -2169026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2169027.500000 Penalty: 3456.785645
	Iteration 84Q: 3 clusters Score -2169028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2169025.500000 Penalty: 3456.785645
	Iteration 85Q: 3 clusters Score -2169026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2169028.750000 Penalty: 3456.785645
	Iteration 86Q: 3 clusters Score -2169029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2169028.250000 Penalty: 3456.785645
	Iteration 87Q: 3 clusters Score -2169028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2169029.750000 Penalty: 3456.785645
	Iteration 88Q: 3 clusters Score -2169030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2169031.250000 Penalty: 3456.785645
	Iteration 89Q: 3 clusters Score -2169031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2169029.750000 Penalty: 3456.785645
	Iteration 90Q: 3 clusters Score -2169030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2169028.250000 Penalty: 3456.785645
	Iteration 91Q: 3 clusters Score -2169028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2169029.750000 Penalty: 3456.785645
	Iteration 92Q: 3 clusters Score -2169030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2169030.750000 Penalty: 3456.785645
	Iteration 93Q: 3 clusters Score -2169031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2169030.750000 Penalty: 3456.785645
	Iteration 94F: 3 clusters Score -2169031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Entering Unmasked Estep 
Score: -888762.625000 Penalty: 1579.546387
	Iteration 0F: 2 clusters Score -888762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -877304.687500 Penalty: 3159.092773
	Iteration 0F: 3 clusters Score -877304.7 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -881239.437500 Penalty: 3159.092773
	Iteration 1F: 3 clusters Score -881239.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -881559.500000 Penalty: 3159.092773
	Iteration 2F: 3 clusters Score -881559.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -881915.187500 Penalty: 3159.092773
	Iteration 3Q: 3 clusters Score -881915.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -882311.062500 Penalty: 3159.092773
	Iteration 4Q: 3 clusters Score -882311.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -882856.562500 Penalty: 3159.092773
	Iteration 5F: 3 clusters Score -882856.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -883467.500000 Penalty: 3159.092773
	Iteration 6F: 3 clusters Score -883467.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -884114.187500 Penalty: 3159.092773
	Iteration 7F: 3 clusters Score -884114.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -884733.500000 Penalty: 3159.092773
	Iteration 8F: 3 clusters Score -884733.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -885292.000000 Penalty: 3159.092773
	Iteration 9Q: 3 clusters Score -885292 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -885780.375000 Penalty: 3159.092773
	Iteration 10Q: 3 clusters Score -885780.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -886177.812500 Penalty: 3159.092773
	Iteration 11Q: 3 clusters Score -886177.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -886510.000000 Penalty: 3159.092773
	Iteration 12Q: 3 clusters Score -886510 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -886742.812500 Penalty: 3159.092773
	Iteration 13Q: 3 clusters Score -886742.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -886912.687500 Penalty: 3159.092773
	Iteration 14Q: 3 clusters Score -886912.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -887036.250000 Penalty: 3159.092773
	Iteration 15Q: 3 clusters Score -887036.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -887124.625000 Penalty: 3159.092773
	Iteration 16Q: 3 clusters Score -887124.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -887182.250000 Penalty: 3159.092773
	Iteration 17Q: 3 clusters Score -887182.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -887228.312500 Penalty: 3159.092773
	Iteration 18Q: 3 clusters Score -887228.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -887267.812500 Penalty: 3159.092773
	Iteration 19Q: 3 clusters Score -887267.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -887296.875000 Penalty: 3159.092773
	Iteration 20F: 3 clusters Score -887296.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -887321.000000 Penalty: 3159.092773
	Iteration 21Q: 3 clusters Score -887321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -887335.937500 Penalty: 3159.092773
	Iteration 22Q: 3 clusters Score -887335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -887343.250000 Penalty: 3159.092773
	Iteration 23Q: 3 clusters Score -887343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -887355.062500 Penalty: 3159.092773
	Iteration 24Q: 3 clusters Score -887355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -887368.437500 Penalty: 3159.092773
	Iteration 25Q: 3 clusters Score -887368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -887372.625000 Penalty: 3159.092773
	Iteration 26Q: 3 clusters Score -887372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -887375.750000 Penalty: 3159.092773
	Iteration 27Q: 3 clusters Score -887375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -887380.437500 Penalty: 3159.092773
	Iteration 28Q: 3 clusters Score -887380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -887381.562500 Penalty: 3159.092773
	Iteration 29Q: 3 clusters Score -887381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -887384.375000 Penalty: 3159.092773
	Iteration 30Q: 3 clusters Score -887384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -887394.375000 Penalty: 3159.092773
	Iteration 31Q: 3 clusters Score -887394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -887404.625000 Penalty: 3159.092773
	Iteration 32Q: 3 clusters Score -887404.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -887414.625000 Penalty: 3159.092773
	Iteration 33Q: 3 clusters Score -887414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -887420.250000 Penalty: 3159.092773
	Iteration 34Q: 3 clusters Score -887420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -887424.750000 Penalty: 3159.092773
	Iteration 35Q: 3 clusters Score -887424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -887426.062500 Penalty: 3159.092773
	Iteration 36Q: 3 clusters Score -887426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -887430.375000 Penalty: 3159.092773
	Iteration 37Q: 3 clusters Score -887430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -887433.500000 Penalty: 3159.092773
	Iteration 38Q: 3 clusters Score -887433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -887435.562500 Penalty: 3159.092773
	Iteration 39Q: 3 clusters Score -887435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -887436.437500 Penalty: 3159.092773
	Iteration 40F: 3 clusters Score -887436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -887436.437500 Penalty: 3159.092773
	Iteration 41Q: 3 clusters Score -887436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -887437.687500 Penalty: 3159.092773
	Iteration 42Q: 3 clusters Score -887437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -887437.687500 Penalty: 3159.092773
	Iteration 43F: 3 clusters Score -887437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Entering Unmasked Estep 
Score: -5669209.500000 Penalty: 1887.044312
	Iteration 0F: 2 clusters Score -5669210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -5595224.500000 Penalty: 3774.088623
	Iteration 0F: 3 clusters Score -5595224 nChanged 53041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -5627085.500000 Penalty: 3774.088623
	Iteration 1F: 3 clusters Score -5627086 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -5628920.500000 Penalty: 3774.088623
	Iteration 2Q: 3 clusters Score -5628920 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -5631392.000000 Penalty: 3774.088623
	Iteration 3Q: 3 clusters Score -5631392 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -5634355.500000 Penalty: 3774.088623
	Iteration 4F: 3 clusters Score -5634356 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -5637875.500000 Penalty: 3774.088623
	Iteration 5F: 3 clusters Score -5637876 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -5641803.000000 Penalty: 3774.088623
	Iteration 6F: 3 clusters Score -5641803 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -5645813.500000 Penalty: 3774.088623
	Iteration 7F: 3 clusters Score -5645814 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -5648943.500000 Penalty: 3774.088623
	Iteration 8F: 3 clusters Score -5648944 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -5650616.500000 Penalty: 3774.088623
	Iteration 9Q: 3 clusters Score -5650616 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -5651397.500000 Penalty: 3774.088623
	Iteration 10Q: 3 clusters Score -5651398 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -5651808.000000 Penalty: 3774.088623
	Iteration 11Q: 3 clusters Score -5651808 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -5652160.000000 Penalty: 3774.088623
	Iteration 12Q: 3 clusters Score -5652160 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -5652417.000000 Penalty: 3774.088623
	Iteration 13Q: 3 clusters Score -5652417 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -5652713.500000 Penalty: 3774.088623
	Iteration 14Q: 3 clusters Score -5652714 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -5652986.500000 Penalty: 3774.088623
	Iteration 15Q: 3 clusters Score -5652986 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5653326.000000 Penalty: 3774.088623
	Iteration 16Q: 3 clusters Score -5653326 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -5653644.000000 Penalty: 3774.088623
	Iteration 17Q: 3 clusters Score -5653644 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -5654019.000000 Penalty: 3774.088623
	Iteration 18Q: 3 clusters Score -5654019 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -5654403.500000 Penalty: 3774.088623
	Iteration 19Q: 3 clusters Score -5654404 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -5654699.500000 Penalty: 3774.088623
	Iteration 20F: 3 clusters Score -5654700 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -5655021.500000 Penalty: 3774.088623
	Iteration 21Q: 3 clusters Score -5655022 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -5655285.000000 Penalty: 3774.088623
	Iteration 22Q: 3 clusters Score -5655285 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -5655532.500000 Penalty: 3774.088623
	Iteration 23Q: 3 clusters Score -5655532 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5655691.500000 Penalty: 3774.088623
	Iteration 24Q: 3 clusters Score -5655692 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -5655919.000000 Penalty: 3774.088623
	Iteration 25Q: 3 clusters Score -5655919 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -5656115.000000 Penalty: 3774.088623
	Iteration 26Q: 3 clusters Score -5656115 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -5656299.000000 Penalty: 3774.088623
	Iteration 27Q: 3 clusters Score -5656299 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -5656351.500000 Penalty: 3774.088623
	Iteration 28Q: 3 clusters Score -5656352 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -5656456.000000 Penalty: 3774.088623
	Iteration 29Q: 3 clusters Score -5656456 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -5656561.000000 Penalty: 3774.088623
	Iteration 30Q: 3 clusters Score -5656561 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -5656646.500000 Penalty: 3774.088623
	Iteration 31Q: 3 clusters Score -5656646 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -5656740.500000 Penalty: 3774.088623
	Iteration 32Q: 3 clusters Score -5656740 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -5656864.000000 Penalty: 3774.088623
	Iteration 33Q: 3 clusters Score -5656864 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5657005.000000 Penalty: 3774.088623
	Iteration 34Q: 3 clusters Score -5657005 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -5657120.500000 Penalty: 3774.088623
	Iteration 35Q: 3 clusters Score -5657120 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5657244.500000 Penalty: 3774.088623
	Iteration 36Q: 3 clusters Score -5657244 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -5657364.500000 Penalty: 3774.088623
	Iteration 37Q: 3 clusters Score -5657364 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5657511.500000 Penalty: 3774.088623
	Iteration 38Q: 3 clusters Score -5657512 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -5657646.000000 Penalty: 3774.088623
	Iteration 39Q: 3 clusters Score -5657646 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5657862.500000 Penalty: 3774.088623
	Iteration 40F: 3 clusters Score -5657862 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5658015.500000 Penalty: 3774.088623
	Iteration 41Q: 3 clusters Score -5658016 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5658262.500000 Penalty: 3774.088623
	Iteration 42Q: 3 clusters Score -5658262 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5658513.000000 Penalty: 3774.088623
	Iteration 43Q: 3 clusters Score -5658513 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5658756.000000 Penalty: 3774.088623
	Iteration 44Q: 3 clusters Score -5658756 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5659163.500000 Penalty: 3774.088623
	Iteration 45Q: 3 clusters Score -5659164 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5659665.500000 Penalty: 3774.088623
	Iteration 46Q: 3 clusters Score -5659666 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -5660353.000000 Penalty: 3774.088623
	Iteration 47Q: 3 clusters Score -5660353 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -5661134.000000 Penalty: 3774.088623
	Iteration 48Q: 3 clusters Score -5661134 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5662213.000000 Penalty: 3774.088623
	Iteration 49Q: 3 clusters Score -5662213 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -5663371.000000 Penalty: 3774.088623
	Iteration 50Q: 3 clusters Score -5663371 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -5664560.000000 Penalty: 3774.088623
	Iteration 51Q: 3 clusters Score -5664560 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5665495.000000 Penalty: 3774.088623
	Iteration 52Q: 3 clusters Score -5665495 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5666135.500000 Penalty: 3774.088623
	Iteration 53Q: 3 clusters Score -5666136 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5666688.500000 Penalty: 3774.088623
	Iteration 54Q: 3 clusters Score -5666688 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5667108.500000 Penalty: 3774.088623
	Iteration 55Q: 3 clusters Score -5667108 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5667398.500000 Penalty: 3774.088623
	Iteration 56Q: 3 clusters Score -5667398 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -5667592.500000 Penalty: 3774.088623
	Iteration 57Q: 3 clusters Score -5667592 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -5667747.000000 Penalty: 3774.088623
	Iteration 58Q: 3 clusters Score -5667747 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -5667882.500000 Penalty: 3774.088623
	Iteration 59Q: 3 clusters Score -5667882 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -5668012.000000 Penalty: 3774.088623
	Iteration 60F: 3 clusters Score -5668012 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5668098.000000 Penalty: 3774.088623
	Iteration 61Q: 3 clusters Score -5668098 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -5668205.000000 Penalty: 3774.088623
	Iteration 62Q: 3 clusters Score -5668205 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5668282.500000 Penalty: 3774.088623
	Iteration 63Q: 3 clusters Score -5668282 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5668340.000000 Penalty: 3774.088623
	Iteration 64Q: 3 clusters Score -5668340 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -5668382.000000 Penalty: 3774.088623
	Iteration 65Q: 3 clusters Score -5668382 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -5668407.500000 Penalty: 3774.088623
	Iteration 66Q: 3 clusters Score -5668408 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -5668445.500000 Penalty: 3774.088623
	Iteration 67Q: 3 clusters Score -5668446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -5668462.000000 Penalty: 3774.088623
	Iteration 68Q: 3 clusters Score -5668462 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -5668477.500000 Penalty: 3774.088623
	Iteration 69Q: 3 clusters Score -5668478 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5668488.000000 Penalty: 3774.088623
	Iteration 70Q: 3 clusters Score -5668488 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -5668508.000000 Penalty: 3774.088623
	Iteration 71Q: 3 clusters Score -5668508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -5668525.500000 Penalty: 3774.088623
	Iteration 72Q: 3 clusters Score -5668526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5668536.000000 Penalty: 3774.088623
	Iteration 73Q: 3 clusters Score -5668536 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5668528.500000 Penalty: 3774.088623
	Iteration 74Q: 3 clusters Score -5668528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -5668534.500000 Penalty: 3774.088623
	Iteration 75Q: 3 clusters Score -5668534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5668519.500000 Penalty: 3774.088623
	Iteration 76Q: 3 clusters Score -5668520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5668534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5668539.000000 Penalty: 3774.088623
	Iteration 78Q: 3 clusters Score -5668539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5668543.500000 Penalty: 3774.088623
	Iteration 79Q: 3 clusters Score -5668544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5668554.500000 Penalty: 3774.088623
	Iteration 80F: 3 clusters Score -5668554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -5668562.500000 Penalty: 3774.088623
	Iteration 81Q: 3 clusters Score -5668562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5668584.500000 Penalty: 3774.088623
	Iteration 82Q: 3 clusters Score -5668584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5668589.000000 Penalty: 3774.088623
	Iteration 83Q: 3 clusters Score -5668589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -5668586.500000 Penalty: 3774.088623
	Iteration 84Q: 3 clusters Score -5668586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -5668578.500000 Penalty: 3774.088623
	Iteration 85Q: 3 clusters Score -5668578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -5668578.500000 Penalty: 3774.088623
	Iteration 86Q: 3 clusters Score -5668578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5668584.500000 Penalty: 3774.088623
	Iteration 87Q: 3 clusters Score -5668584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -5668584.500000 Penalty: 3774.088623
	Iteration 88Q: 3 clusters Score -5668584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5668571.500000 Penalty: 3774.088623
	Iteration 89Q: 3 clusters Score -5668572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5668578.500000 Penalty: 3774.088623
	Iteration 90Q: 3 clusters Score -5668578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5668578.500000 Penalty: 3774.088623
	Iteration 91Q: 3 clusters Score -5668578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5668571.500000 Penalty: 3774.088623
	Iteration 92Q: 3 clusters Score -5668572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5668566.500000 Penalty: 3774.088623
	Iteration 93Q: 3 clusters Score -5668566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5668571.500000 Penalty: 3774.088623
	Iteration 94Q: 3 clusters Score -5668572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -5668574.000000 Penalty: 3774.088623
	Iteration 95Q: 3 clusters Score -5668574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5668581.500000 Penalty: 3774.088623
	Iteration 96Q: 3 clusters Score -5668582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5668579.000000 Penalty: 3774.088623
	Iteration 97Q: 3 clusters Score -5668579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5668580.500000 Penalty: 3774.088623
	Iteration 98Q: 3 clusters Score -5668580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5668573.500000 Penalty: 3774.088623
	Iteration 99Q: 3 clusters Score -5668574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5668583.500000 Penalty: 3774.088623
	Iteration 100F: 3 clusters Score -5668584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -5668583.000000 Penalty: 3774.088623
	Iteration 101Q: 3 clusters Score -5668583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -5668582.500000 Penalty: 3774.088623
	Iteration 102Q: 3 clusters Score -5668582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5668591.500000 Penalty: 3774.088623
	Iteration 103Q: 3 clusters Score -5668592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5668600.500000 Penalty: 3774.088623
	Iteration 104Q: 3 clusters Score -5668600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -5668600.500000 Penalty: 3774.088623
	Iteration 105Q: 3 clusters Score -5668600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -5668599.500000 Penalty: 3774.088623
	Iteration 106Q: 3 clusters Score -5668600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -5668596.000000 Penalty: 3774.088623
	Iteration 107Q: 3 clusters Score -5668596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5668604.000000 Penalty: 3774.088623
	Iteration 108Q: 3 clusters Score -5668604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5668603.000000 Penalty: 3774.088623
	Iteration 109Q: 3 clusters Score -5668603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5668613.500000 Penalty: 3774.088623
	Iteration 110Q: 3 clusters Score -5668614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5668617.500000 Penalty: 3774.088623
	Iteration 111Q: 3 clusters Score -5668618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -5668614.500000 Penalty: 3774.088623
	Iteration 112Q: 3 clusters Score -5668614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5668619.000000 Penalty: 3774.088623
	Iteration 113Q: 3 clusters Score -5668619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -5668615.500000 Penalty: 3774.088623
	Iteration 114Q: 3 clusters Score -5668616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -5668614.000000 Penalty: 3774.088623
	Iteration 115Q: 3 clusters Score -5668614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5668610.500000 Penalty: 3774.088623
	Iteration 116Q: 3 clusters Score -5668610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5668607.500000 Penalty: 3774.088623
	Iteration 117Q: 3 clusters Score -5668608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5668607.500000 Penalty: 3774.088623
	Iteration 118Q: 3 clusters Score -5668608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5668602.500000 Penalty: 3774.088623
	Iteration 119Q: 3 clusters Score -5668602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -5668609.500000 Penalty: 3774.088623
	Iteration 120F: 3 clusters Score -5668610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5668609.000000 Penalty: 3774.088623
	Iteration 121Q: 3 clusters Score -5668609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -5668613.000000 Penalty: 3774.088623
	Iteration 122Q: 3 clusters Score -5668613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5668611.500000 Penalty: 3774.088623
	Iteration 123Q: 3 clusters Score -5668612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -5668609.500000 Penalty: 3774.088623
	Iteration 124Q: 3 clusters Score -5668610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -5668609.500000 Penalty: 3774.088623
	Iteration 125Q: 3 clusters Score -5668610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5668613.000000 Penalty: 3774.088623
	Iteration 126Q: 3 clusters Score -5668613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -5668618.500000 Penalty: 3774.088623
	Iteration 127Q: 3 clusters Score -5668618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5668610.500000 Penalty: 3774.088623
	Iteration 128Q: 3 clusters Score -5668610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5668611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5668611.000000 Penalty: 3774.088623
	Iteration 130F: 3 clusters Score -5668611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Entering Unmasked Estep 
Score: -612626.687500 Penalty: 1524.592407
	Iteration 0F: 2 clusters Score -612626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -604164.375000 Penalty: 3049.184814
	Iteration 0F: 3 clusters Score -604164.4 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -607040.000000 Penalty: 3049.184814
	Iteration 1F: 3 clusters Score -607040 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -607291.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -607474.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -607659.312500 Penalty: 3049.184814
	Iteration 4Q: 3 clusters Score -607659.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -607841.062500 Penalty: 3049.184814
	Iteration 5Q: 3 clusters Score -607841.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -608056.062500 Penalty: 3049.184814
	Iteration 6Q: 3 clusters Score -608056.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -608302.250000 Penalty: 3049.184814
	Iteration 7Q: 3 clusters Score -608302.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -608548.562500 Penalty: 3049.184814
	Iteration 8Q: 3 clusters Score -608548.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -608772.562500 Penalty: 3049.184814
	Iteration 9Q: 3 clusters Score -608772.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -609043.562500 Penalty: 3049.184814
	Iteration 10Q: 3 clusters Score -609043.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -609374.125000 Penalty: 3049.184814
	Iteration 11Q: 3 clusters Score -609374.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -609741.750000 Penalty: 3049.184814
	Iteration 12Q: 3 clusters Score -609741.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -610067.312500 Penalty: 3049.184814
	Iteration 13Q: 3 clusters Score -610067.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -610350.812500 Penalty: 3049.184814
	Iteration 14Q: 3 clusters Score -610350.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -610594.812500 Penalty: 3049.184814
	Iteration 15Q: 3 clusters Score -610594.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -610774.312500 Penalty: 3049.184814
	Iteration 16Q: 3 clusters Score -610774.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -610887.875000 Penalty: 3049.184814
	Iteration 17Q: 3 clusters Score -610887.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -610982.812500 Penalty: 3049.184814
	Iteration 18Q: 3 clusters Score -610982.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -611040.062500 Penalty: 3049.184814
	Iteration 19Q: 3 clusters Score -611040.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -611087.750000 Penalty: 3049.184814
	Iteration 20F: 3 clusters Score -611087.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -611129.750000 Penalty: 3049.184814
	Iteration 21Q: 3 clusters Score -611129.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -611162.125000 Penalty: 3049.184814
	Iteration 22Q: 3 clusters Score -611162.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -611194.000000 Penalty: 3049.184814
	Iteration 23Q: 3 clusters Score -611194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -611217.312500 Penalty: 3049.184814
	Iteration 24Q: 3 clusters Score -611217.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -611236.062500 Penalty: 3049.184814
	Iteration 25Q: 3 clusters Score -611236.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -611255.750000 Penalty: 3049.184814
	Iteration 26Q: 3 clusters Score -611255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -611269.437500 Penalty: 3049.184814
	Iteration 27Q: 3 clusters Score -611269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -611279.687500 Penalty: 3049.184814
	Iteration 28Q: 3 clusters Score -611279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -611286.250000 Penalty: 3049.184814
	Iteration 29Q: 3 clusters Score -611286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -611291.750000 Penalty: 3049.184814
	Iteration 30Q: 3 clusters Score -611291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -611294.875000 Penalty: 3049.184814
	Iteration 31Q: 3 clusters Score -611294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -611295.500000 Penalty: 3049.184814
	Iteration 32Q: 3 clusters Score -611295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -611297.562500 Penalty: 3049.184814
	Iteration 33Q: 3 clusters Score -611297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -611300.687500 Penalty: 3049.184814
	Iteration 34Q: 3 clusters Score -611300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -611302.687500 Penalty: 3049.184814
	Iteration 35Q: 3 clusters Score -611302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -611303.000000 Penalty: 3049.184814
	Iteration 36Q: 3 clusters Score -611303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -611303.437500 Penalty: 3049.184814
	Iteration 37Q: 3 clusters Score -611303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -611303.437500 Penalty: 3049.184814
	Iteration 38F: 3 clusters Score -611303.4 nChanged 0
--- Evaluating fit on full set of 1593789 points ---
Entering Unmasked Estep 
Score: -79681304.000000 Penalty: 37132.222656
21->17 Clusters: Score -79681304.000000, best is -79673776.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 531263 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 25262 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 25446 members 
Mstep: Class 5 contains 25023 members 
Mstep: Class 6 contains 25306 members 
Mstep: Class 7 contains 25295 members 
Mstep: Class 8 contains 25190 members 
Mstep: Class 9 contains 25326 members 
Mstep: Class 10 contains 25093 members 
Mstep: Class 11 contains 25443 members 
Mstep: Class 12 contains 25364 members 
Mstep: Class 13 contains 25261 members 
Mstep: Class 14 contains 25174 members 
Mstep: Class 15 contains 25164 members 
Mstep: Class 16 contains 25317 members 
Mstep: Class 17 contains 25579 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 25338 members 
Mstep: Class 21 contains 25278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 794.352356 but Gain 2142.238281
Score: -24582160.000000 Penalty: 42844.789062
Iteration 0F: 21 clusters Score -2.458216e+07 nChanged 500827
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22339 members 
Mstep: Class 3 contains 29356 members 
Mstep: Class 4 contains 35154 members 
Mstep: Class 5 contains 19334 members 
Mstep: Class 6 contains 35510 members 
Mstep: Class 7 contains 22490 members 
Mstep: Class 8 contains 28807 members 
Mstep: Class 9 contains 38210 members 
Mstep: Class 10 contains 19183 members 
Mstep: Class 11 contains 37209 members 
Mstep: Class 12 contains 25147 members 
Mstep: Class 13 contains 22849 members 
Mstep: Class 14 contains 22424 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 17 contains 27826 members 
Mstep: Class 18 contains 28372 members 
Mstep: Class 19 contains 20954 members 
Mstep: Class 20 contains 25601 members 
Mstep: Class 21 contains 26648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25695096.000000 Penalty: 42844.789062
Iteration 1F: 21 clusters Score -2.56951e+07 nChanged 138326
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 23046 members 
Mstep: Class 3 contains 29214 members 
Mstep: Class 4 contains 35120 members 
Mstep: Class 5 contains 19396 members 
Mstep: Class 6 contains 42792 members 
Mstep: Class 7 contains 17570 members 
Mstep: Class 8 contains 30470 members 
Mstep: Class 9 contains 50014 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 23528 members 
Mstep: Class 13 contains 18336 members 
Mstep: Class 14 contains 19110 members 
Mstep: Class 16 contains 19639 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 29448 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 26054 members 
Mstep: Class 21 contains 26506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25859624.000000 Penalty: 42844.789062
Iteration 2F: 21 clusters Score -2.585962e+07 nChanged 118795
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 24095 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 33590 members 
Mstep: Class 5 contains 20994 members 
Mstep: Class 6 contains 50814 members 
Mstep: Class 7 contains 13994 members 
Mstep: Class 8 contains 32070 members 
Mstep: Class 9 contains 60465 members 
Mstep: Class 10 contains 11888 members 
Mstep: Class 11 contains 43223 members 
Mstep: Class 12 contains 23922 members 
Mstep: Class 13 contains 14260 members 
Mstep: Class 14 contains 16848 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 21992 members 
Mstep: Class 18 contains 31175 members 
Mstep: Class 19 contains 12934 members 
Mstep: Class 20 contains 26986 members 
Mstep: Class 21 contains 26064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25981734.000000 Penalty: 42844.789062
Iteration 3F: 21 clusters Score -2.598173e+07 nChanged 100917
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 24729 members 
Mstep: Class 3 contains 26051 members 
Mstep: Class 4 contains 30473 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 59887 members 
Mstep: Class 7 contains 11508 members 
Mstep: Class 8 contains 35246 members 
Mstep: Class 9 contains 68170 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 41503 members 
Mstep: Class 12 contains 25369 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 16 contains 15696 members 
Mstep: Class 17 contains 18010 members 
Mstep: Class 18 contains 31998 members 
Mstep: Class 19 contains 10906 members 
Mstep: Class 20 contains 28728 members 
Mstep: Class 21 contains 25134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26079818.000000 Penalty: 42844.789062
Iteration 4F: 21 clusters Score -2.607982e+07 nChanged 87793
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 24303 members 
Mstep: Class 3 contains 26532 members 
Mstep: Class 4 contains 26521 members 
Mstep: Class 5 contains 25035 members 
Mstep: Class 6 contains 69606 members 
Mstep: Class 7 contains 9701 members 
Mstep: Class 8 contains 40586 members 
Mstep: Class 9 contains 73677 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 37253 members 
Mstep: Class 12 contains 27429 members 
Mstep: Class 13 contains 8203 members 
Mstep: Class 14 contains 15058 members 
Mstep: Class 16 contains 13843 members 
Mstep: Class 17 contains 14266 members 
Mstep: Class 18 contains 31894 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 23102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26159362.000000 Penalty: 42844.789062
Iteration 5F: 21 clusters Score -2.615936e+07 nChanged 77299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 23026 members 
Mstep: Class 3 contains 28519 members 
Mstep: Class 4 contains 22601 members 
Mstep: Class 5 contains 25698 members 
Mstep: Class 6 contains 79262 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 46338 members 
Mstep: Class 9 contains 78240 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 31657 members 
Mstep: Class 12 contains 30252 members 
Mstep: Class 13 contains 6400 members 
Mstep: Class 14 contains 14489 members 
Mstep: Class 16 contains 12047 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 31705 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 34674 members 
Mstep: Class 21 contains 20039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26223560.000000 Penalty: 42844.789062
Iteration 6F: 21 clusters Score -2.622356e+07 nChanged 67524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 21088 members 
Mstep: Class 3 contains 30575 members 
Mstep: Class 4 contains 19207 members 
Mstep: Class 5 contains 25233 members 
Mstep: Class 6 contains 88642 members 
Mstep: Class 7 contains 6840 members 
Mstep: Class 8 contains 51060 members 
Mstep: Class 9 contains 81691 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 26019 members 
Mstep: Class 12 contains 34162 members 
Mstep: Class 13 contains 5294 members 
Mstep: Class 14 contains 14337 members 
Mstep: Class 16 contains 10811 members 
Mstep: Class 17 contains 8115 members 
Mstep: Class 18 contains 30883 members 
Mstep: Class 19 contains 6178 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 21 contains 16894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26275620.000000 Penalty: 42844.789062
Iteration 7F: 21 clusters Score -2.627562e+07 nChanged 58401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18974 members 
Mstep: Class 3 contains 32356 members 
Mstep: Class 4 contains 16878 members 
Mstep: Class 5 contains 23717 members 
Mstep: Class 6 contains 97643 members 
Mstep: Class 7 contains 5609 members 
Mstep: Class 8 contains 54510 members 
Mstep: Class 9 contains 83625 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 21083 members 
Mstep: Class 12 contains 38811 members 
Mstep: Class 13 contains 4502 members 
Mstep: Class 14 contains 14625 members 
Mstep: Class 16 contains 9885 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 5052 members 
Mstep: Class 20 contains 41119 members 
Mstep: Class 21 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26316866.000000 Penalty: 42844.789062
Iteration 8F: 21 clusters Score -2.631687e+07 nChanged 49261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16995 members 
Mstep: Class 3 contains 33833 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 106229 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 56875 members 
Mstep: Class 9 contains 84199 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 17091 members 
Mstep: Class 12 contains 43332 members 
Mstep: Class 13 contains 3920 members 
Mstep: Class 14 contains 15224 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28037 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 43686 members 
Mstep: Class 21 contains 12025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26347680.000000 Penalty: 42844.789062
Iteration 9F: 21 clusters Score -2.634768e+07 nChanged 40363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 15200 members 
Mstep: Class 3 contains 35140 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 18761 members 
Mstep: Class 6 contains 114190 members 
Mstep: Class 7 contains 3897 members 
Mstep: Class 8 contains 58414 members 
Mstep: Class 9 contains 83773 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 3470 members 
Mstep: Class 14 contains 15795 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 26870 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 45630 members 
Mstep: Class 21 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26370474.000000 Penalty: 42844.789062
Iteration 10F: 21 clusters Score -2.637047e+07 nChanged 33347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 36274 members 
Mstep: Class 4 contains 12860 members 
Mstep: Class 5 contains 16165 members 
Mstep: Class 6 contains 121363 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 59534 members 
Mstep: Class 9 contains 82608 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 12 contains 50378 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 16202 members 
Mstep: Class 16 contains 8245 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 47123 members 
Mstep: Class 21 contains 8553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26388644.000000 Penalty: 42844.789062
Iteration 11F: 21 clusters Score -2.638864e+07 nChanged 28606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 37224 members 
Mstep: Class 4 contains 11871 members 
Mstep: Class 5 contains 13658 members 
Mstep: Class 6 contains 128109 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 8 contains 60336 members 
Mstep: Class 9 contains 80592 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 53170 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 16477 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 25266 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 48194 members 
Mstep: Class 21 contains 7087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1940.593628 but Gain 2142.238281
Score: -26404190.000000 Penalty: 40702.550781
Iteration 12F: 20 clusters Score -2.640419e+07 nChanged 26806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 38084 members 
Mstep: Class 4 contains 11003 members 
Mstep: Class 5 contains 11486 members 
Mstep: Class 6 contains 134776 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 61113 members 
Mstep: Class 9 contains 78275 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 10688 members 
Mstep: Class 12 contains 55696 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 16536 members 
Mstep: Class 16 contains 7662 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 24642 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 21 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26420194.000000 Penalty: 40702.550781
Iteration 13F: 20 clusters Score -2.642019e+07 nChanged 22240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 10562 members 
Mstep: Class 3 contains 38881 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 9639 members 
Mstep: Class 6 contains 140084 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 61939 members 
Mstep: Class 9 contains 74398 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 11245 members 
Mstep: Class 12 contains 57591 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 16503 members 
Mstep: Class 16 contains 7465 members 
Mstep: Class 17 contains 2469 members 
Mstep: Class 18 contains 24052 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 49435 members 
Mstep: Class 21 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26432036.000000 Penalty: 40702.550781
Iteration 14Q: 20 clusters Score -2.643204e+07 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 10008 members 
Mstep: Class 3 contains 39570 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 144681 members 
Mstep: Class 7 contains 3018 members 
Mstep: Class 8 contains 62832 members 
Mstep: Class 9 contains 70042 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 12107 members 
Mstep: Class 12 contains 59161 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 16511 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 23807 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 49698 members 
Mstep: Class 21 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26441988.000000 Penalty: 40702.550781
Iteration 15Q: 20 clusters Score -2.644199e+07 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 40202 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 7070 members 
Mstep: Class 6 contains 148575 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 63971 members 
Mstep: Class 9 contains 65602 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 12966 members 
Mstep: Class 12 contains 60281 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 16511 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 23961 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 49773 members 
Mstep: Class 21 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26451400.000000 Penalty: 40702.550781
Iteration 16Q: 20 clusters Score -2.64514e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 9413 members 
Mstep: Class 3 contains 40743 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 151756 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 64948 members 
Mstep: Class 9 contains 62117 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 13752 members 
Mstep: Class 12 contains 60842 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 16540 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 24409 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 49570 members 
Mstep: Class 21 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2006.239502 but Gain 2142.242188
Score: -26460256.000000 Penalty: 38560.308594
Iteration 17Q: 19 clusters Score -2.646026e+07 nChanged 15942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 41370 members 
Mstep: Class 4 contains 7173 members 
Mstep: Class 5 contains 5562 members 
Mstep: Class 6 contains 154807 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 65476 members 
Mstep: Class 9 contains 59849 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 14964 members 
Mstep: Class 12 contains 61017 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 16652 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 25152 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 21 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26468282.000000 Penalty: 38560.308594
Iteration 18Q: 19 clusters Score -2.646828e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 41831 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 156984 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 65546 members 
Mstep: Class 9 contains 58502 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 60953 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 16751 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26473684.000000 Penalty: 38560.308594
Iteration 19Q: 19 clusters Score -2.647368e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 9021 members 
Mstep: Class 3 contains 42219 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 158940 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 65335 members 
Mstep: Class 9 contains 57781 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 16289 members 
Mstep: Class 12 contains 60771 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 16887 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 26749 members 
Mstep: Class 20 contains 46491 members 
Mstep: Class 21 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2010.031372 but Gain 2142.238281
Score: -26477686.000000 Penalty: 36418.070312
Iteration 20F: 18 clusters Score -2.647769e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8952 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 161973 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 64923 members 
Mstep: Class 9 contains 57602 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 16815 members 
Mstep: Class 12 contains 60505 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 17050 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 27545 members 
Mstep: Class 20 contains 45091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26482742.000000 Penalty: 36418.070312
Iteration 21Q: 18 clusters Score -2.648274e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8889 members 
Mstep: Class 3 contains 42819 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 163442 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 64461 members 
Mstep: Class 9 contains 57453 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 60120 members 
Mstep: Class 13 contains 2268 members 
Mstep: Class 14 contains 17207 members 
Mstep: Class 16 contains 6773 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 28202 members 
Mstep: Class 20 contains 43815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26485246.000000 Penalty: 36418.070312
Iteration 22Q: 18 clusters Score -2.648525e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 43036 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 164667 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 64048 members 
Mstep: Class 9 contains 57430 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 17598 members 
Mstep: Class 12 contains 59775 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 17330 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 20 contains 42649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26487632.000000 Penalty: 36418.070312
Iteration 23Q: 18 clusters Score -2.648763e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8769 members 
Mstep: Class 3 contains 43226 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 165905 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 63575 members 
Mstep: Class 9 contains 57369 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 17894 members 
Mstep: Class 12 contains 59430 members 
Mstep: Class 13 contains 2222 members 
Mstep: Class 14 contains 17450 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 29305 members 
Mstep: Class 20 contains 41664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26489232.000000 Penalty: 36418.070312
Iteration 24Q: 18 clusters Score -2.648923e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8719 members 
Mstep: Class 3 contains 43443 members 
Mstep: Class 4 contains 4277 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 167016 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 62977 members 
Mstep: Class 9 contains 57350 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 18130 members 
Mstep: Class 12 contains 59088 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 17603 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 29718 members 
Mstep: Class 20 contains 40880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26490378.000000 Penalty: 36418.070312
Iteration 25Q: 18 clusters Score -2.649038e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8684 members 
Mstep: Class 3 contains 43665 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 167975 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 62390 members 
Mstep: Class 9 contains 57369 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 58779 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 17707 members 
Mstep: Class 16 contains 6684 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 29994 members 
Mstep: Class 20 contains 40285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26491182.000000 Penalty: 36418.070312
Iteration 26Q: 18 clusters Score -2.649118e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8640 members 
Mstep: Class 3 contains 43864 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 168893 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 61787 members 
Mstep: Class 9 contains 57395 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 58483 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 17807 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 30174 members 
Mstep: Class 20 contains 39875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26491952.000000 Penalty: 36418.070312
Iteration 27Q: 18 clusters Score -2.649195e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 44019 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 169774 members 
Mstep: Class 7 contains 2770 members 
Mstep: Class 8 contains 61218 members 
Mstep: Class 9 contains 57362 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 58222 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 17892 members 
Mstep: Class 16 contains 6709 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 30281 members 
Mstep: Class 20 contains 39602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26492724.000000 Penalty: 36418.070312
Iteration 28Q: 18 clusters Score -2.649272e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 44160 members 
Mstep: Class 4 contains 3532 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 170675 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 60639 members 
Mstep: Class 9 contains 57278 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 18594 members 
Mstep: Class 12 contains 57971 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 30337 members 
Mstep: Class 20 contains 39432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26493232.000000 Penalty: 36418.070312
Iteration 29Q: 18 clusters Score -2.649323e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 44301 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 171516 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 60009 members 
Mstep: Class 9 contains 57194 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 18608 members 
Mstep: Class 12 contains 57757 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 30371 members 
Mstep: Class 20 contains 39355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26493856.000000 Penalty: 36418.070312
Iteration 30Q: 18 clusters Score -2.649386e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 44444 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 172323 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 59356 members 
Mstep: Class 9 contains 57085 members 
Mstep: Class 10 contains 5129 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 57552 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 18181 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 20 contains 39365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26494312.000000 Penalty: 36418.070312
Iteration 31Q: 18 clusters Score -2.649431e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 44571 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 173138 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 58687 members 
Mstep: Class 9 contains 56928 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 18614 members 
Mstep: Class 12 contains 57368 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 18256 members 
Mstep: Class 16 contains 6747 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 30306 members 
Mstep: Class 20 contains 39472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26494704.000000 Penalty: 36418.070312
Iteration 32Q: 18 clusters Score -2.64947e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 44711 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 173963 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 58015 members 
Mstep: Class 9 contains 56724 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 57194 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 18344 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 30251 members 
Mstep: Class 20 contains 39600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26495120.000000 Penalty: 36418.070312
Iteration 33Q: 18 clusters Score -2.649512e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 44833 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 174769 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 57360 members 
Mstep: Class 9 contains 56520 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 18556 members 
Mstep: Class 12 contains 57036 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 18415 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 30214 members 
Mstep: Class 20 contains 39771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26495424.000000 Penalty: 36418.070312
Iteration 34Q: 18 clusters Score -2.649542e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 44933 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 175607 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 56741 members 
Mstep: Class 9 contains 56244 members 
Mstep: Class 10 contains 5290 members 
Mstep: Class 11 contains 18505 members 
Mstep: Class 12 contains 56875 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 18492 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 30136 members 
Mstep: Class 20 contains 39975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26495684.000000 Penalty: 36418.070312
Iteration 35Q: 18 clusters Score -2.649568e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 45008 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 176423 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 56169 members 
Mstep: Class 9 contains 55951 members 
Mstep: Class 10 contains 5320 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 56734 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 18565 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 30028 members 
Mstep: Class 20 contains 40209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496044.000000 Penalty: 36418.070312
Iteration 36Q: 18 clusters Score -2.649604e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 45059 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 177250 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 55604 members 
Mstep: Class 9 contains 55622 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 18417 members 
Mstep: Class 12 contains 56594 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 29888 members 
Mstep: Class 20 contains 40494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496248.000000 Penalty: 36418.070312
Iteration 37Q: 18 clusters Score -2.649625e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 45117 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 178105 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 55044 members 
Mstep: Class 9 contains 55273 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 56460 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 18693 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 29738 members 
Mstep: Class 20 contains 40806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496334.000000 Penalty: 36418.070312
Iteration 38Q: 18 clusters Score -2.649633e+07 nChanged 2052
Entering ConstructFrom: 
Score: -26496334.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 2 (8331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Entering Unmasked Estep 
Score: -416230.281250 Penalty: 1467.007568
	Iteration 0F: 2 clusters Score -416230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -410234.437500 Penalty: 2934.015137
	Iteration 0F: 3 clusters Score -410234.4 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -412203.875000 Penalty: 2934.015137
	Iteration 1F: 3 clusters Score -412203.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -412534.312500 Penalty: 2934.015137
	Iteration 2F: 3 clusters Score -412534.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -412850.781250 Penalty: 2934.015137
	Iteration 3F: 3 clusters Score -412850.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -413167.843750 Penalty: 2934.015137
	Iteration 4F: 3 clusters Score -413167.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -413477.218750 Penalty: 2934.015137
	Iteration 5Q: 3 clusters Score -413477.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -413806.250000 Penalty: 2934.015137
	Iteration 6F: 3 clusters Score -413806.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -414134.281250 Penalty: 2934.015137
	Iteration 7Q: 3 clusters Score -414134.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -414451.875000 Penalty: 2934.015137
	Iteration 8Q: 3 clusters Score -414451.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -414789.562500 Penalty: 2934.015137
	Iteration 9Q: 3 clusters Score -414789.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -415115.406250 Penalty: 2934.015137
	Iteration 10Q: 3 clusters Score -415115.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -415390.875000 Penalty: 2934.015137
	Iteration 11Q: 3 clusters Score -415390.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -415543.343750 Penalty: 2934.015137
	Iteration 12Q: 3 clusters Score -415543.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -415624.281250 Penalty: 2934.015137
	Iteration 13Q: 3 clusters Score -415624.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -415674.468750 Penalty: 2934.015137
	Iteration 14Q: 3 clusters Score -415674.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -415699.531250 Penalty: 2934.015137
	Iteration 15Q: 3 clusters Score -415699.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -415718.812500 Penalty: 2934.015137
	Iteration 16Q: 3 clusters Score -415718.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -415728.656250 Penalty: 2934.015137
	Iteration 17Q: 3 clusters Score -415728.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -415733.812500 Penalty: 2934.015137
	Iteration 18Q: 3 clusters Score -415733.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -415736.781250 Penalty: 2934.015137
	Iteration 19Q: 3 clusters Score -415736.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -415740.562500 Penalty: 2934.015137
	Iteration 20F: 3 clusters Score -415740.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -415743.125000 Penalty: 2934.015137
	Iteration 21Q: 3 clusters Score -415743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -415746.656250 Penalty: 2934.015137
	Iteration 22Q: 3 clusters Score -415746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -415747.093750 Penalty: 2934.015137
	Iteration 23Q: 3 clusters Score -415747.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -415749.062500 Penalty: 2934.015137
	Iteration 24Q: 3 clusters Score -415749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -415750.125000 Penalty: 2934.015137
	Iteration 25Q: 3 clusters Score -415750.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -415750.687500 Penalty: 2934.015137
	Iteration 26Q: 3 clusters Score -415750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -415752.125000 Penalty: 2934.015137
	Iteration 27Q: 3 clusters Score -415752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -415753.156250 Penalty: 2934.015137
	Iteration 28Q: 3 clusters Score -415753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -415753.781250 Penalty: 2934.015137
	Iteration 29Q: 3 clusters Score -415753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -415754.781250 Penalty: 2934.015137
	Iteration 30Q: 3 clusters Score -415754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -415755.125000 Penalty: 2934.015137
	Iteration 31Q: 3 clusters Score -415755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -415755.718750 Penalty: 2934.015137
	Iteration 32Q: 3 clusters Score -415755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -415756.875000 Penalty: 2934.015137
	Iteration 33Q: 3 clusters Score -415756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -415756.312500 Penalty: 2934.015137
	Iteration 34Q: 3 clusters Score -415756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -415756.312500 Penalty: 2934.015137
	Iteration 35F: 3 clusters Score -415756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Entering Unmasked Estep 
Score: -2331326.000000 Penalty: 1741.666138
	Iteration 0F: 2 clusters Score -2331326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2301099.000000 Penalty: 3483.332275
	Iteration 0F: 3 clusters Score -2301099 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2312882.000000 Penalty: 3483.332275
	Iteration 1F: 3 clusters Score -2312882 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2313589.750000 Penalty: 3483.332275
	Iteration 2Q: 3 clusters Score -2313590 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2314686.500000 Penalty: 3483.332275
	Iteration 3Q: 3 clusters Score -2314686 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2316233.750000 Penalty: 3483.332275
	Iteration 4F: 3 clusters Score -2316234 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2318255.500000 Penalty: 3483.332275
	Iteration 5F: 3 clusters Score -2318256 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2320589.500000 Penalty: 3483.332275
	Iteration 6F: 3 clusters Score -2320590 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2323124.250000 Penalty: 3483.332275
	Iteration 7F: 3 clusters Score -2323124 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2325544.250000 Penalty: 3483.332275
	Iteration 8F: 3 clusters Score -2325544 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2327368.500000 Penalty: 3483.332275
	Iteration 9F: 3 clusters Score -2327368 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -2328650.500000 Penalty: 3483.332275
	Iteration 10Q: 3 clusters Score -2328650 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -2329646.500000 Penalty: 3483.332275
	Iteration 11Q: 3 clusters Score -2329646 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -2330429.500000 Penalty: 3483.332275
	Iteration 12Q: 3 clusters Score -2330430 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -2331048.750000 Penalty: 3483.332275
	Iteration 13Q: 3 clusters Score -2331049 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -2331605.750000 Penalty: 3483.332275
	Iteration 14Q: 3 clusters Score -2331606 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -2332274.500000 Penalty: 3483.332275
	Iteration 15Q: 3 clusters Score -2332274 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -2332983.250000 Penalty: 3483.332275
	Iteration 16Q: 3 clusters Score -2332983 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -2333510.000000 Penalty: 3483.332275
	Iteration 17Q: 3 clusters Score -2333510 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -2333733.250000 Penalty: 3483.332275
	Iteration 18Q: 3 clusters Score -2333733 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -2333825.250000 Penalty: 3483.332275
	Iteration 19Q: 3 clusters Score -2333825 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -2333867.500000 Penalty: 3483.332275
	Iteration 20F: 3 clusters Score -2333868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -2333897.000000 Penalty: 3483.332275
	Iteration 21Q: 3 clusters Score -2333897 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -2333921.250000 Penalty: 3483.332275
	Iteration 22Q: 3 clusters Score -2333921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -2333940.500000 Penalty: 3483.332275
	Iteration 23Q: 3 clusters Score -2333940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -2333947.500000 Penalty: 3483.332275
	Iteration 24Q: 3 clusters Score -2333948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -2333949.250000 Penalty: 3483.332275
	Iteration 25Q: 3 clusters Score -2333949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -2333956.500000 Penalty: 3483.332275
	Iteration 26Q: 3 clusters Score -2333956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -2333956.250000 Penalty: 3483.332275
	Iteration 27Q: 3 clusters Score -2333956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -2333968.750000 Penalty: 3483.332275
	Iteration 28Q: 3 clusters Score -2333969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -2333966.500000 Penalty: 3483.332275
	Iteration 29Q: 3 clusters Score -2333966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -2333971.500000 Penalty: 3483.332275
	Iteration 30Q: 3 clusters Score -2333972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -2333975.250000 Penalty: 3483.332275
	Iteration 31Q: 3 clusters Score -2333975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -2333975.000000 Penalty: 3483.332275
	Iteration 32Q: 3 clusters Score -2333975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -2333977.750000 Penalty: 3483.332275
	Iteration 33Q: 3 clusters Score -2333978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -2333982.500000 Penalty: 3483.332275
	Iteration 34Q: 3 clusters Score -2333982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -2333987.500000 Penalty: 3483.332275
	Iteration 35Q: 3 clusters Score -2333988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -2333991.500000 Penalty: 3483.332275
	Iteration 36Q: 3 clusters Score -2333992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -2333986.000000 Penalty: 3483.332275
	Iteration 37Q: 3 clusters Score -2333986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -2333994.250000 Penalty: 3483.332275
	Iteration 38Q: 3 clusters Score -2333994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -2333999.500000 Penalty: 3483.332275
	Iteration 39Q: 3 clusters Score -2334000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -2334002.000000 Penalty: 3483.332275
	Iteration 40F: 3 clusters Score -2334002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -2334000.250000 Penalty: 3483.332275
	Iteration 41Q: 3 clusters Score -2334000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -2334003.750000 Penalty: 3483.332275
	Iteration 42Q: 3 clusters Score -2334004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -2334002.000000 Penalty: 3483.332275
	Iteration 43Q: 3 clusters Score -2334002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -2333997.750000 Penalty: 3483.332275
	Iteration 44Q: 3 clusters Score -2333998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -2333997.750000 Penalty: 3483.332275
	Iteration 45Q: 3 clusters Score -2333998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -2334000.000000 Penalty: 3483.332275
	Iteration 46Q: 3 clusters Score -2334000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -2334001.250000 Penalty: 3483.332275
	Iteration 47Q: 3 clusters Score -2334001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -2334004.750000 Penalty: 3483.332275
	Iteration 48Q: 3 clusters Score -2334005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -2334003.250000 Penalty: 3483.332275
	Iteration 49Q: 3 clusters Score -2334003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -2334005.500000 Penalty: 3483.332275
	Iteration 50Q: 3 clusters Score -2334006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -2334005.500000 Penalty: 3483.332275
	Iteration 51F: 3 clusters Score -2334006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 6 contains 179013 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 54494 members 
Mstep: Class 9 contains 54899 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 56337 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 18754 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 29577 members 
Mstep: Class 20 contains 41124 members 
Entering Unmasked Estep 
Score: -26498840.000000 Penalty: 38560.308594
Splitting cluster 3 changes total score from -26496334.000000 to -26498840.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -169158.062500 Penalty: 1292.471313
	Iteration 0F: 2 clusters Score -169158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166513.140625 Penalty: 2584.942627
	Iteration 0F: 3 clusters Score -166513.1 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -167062.890625 Penalty: 2584.942627
	Iteration 1F: 3 clusters Score -167062.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -167181.375000 Penalty: 2584.942627
	Iteration 2F: 3 clusters Score -167181.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -167262.609375 Penalty: 2584.942627
	Iteration 3Q: 3 clusters Score -167262.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -167318.812500 Penalty: 2584.942627
	Iteration 4Q: 3 clusters Score -167318.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -167359.375000 Penalty: 2584.942627
	Iteration 5Q: 3 clusters Score -167359.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -167386.906250 Penalty: 2584.942627
	Iteration 6Q: 3 clusters Score -167386.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -167409.312500 Penalty: 2584.942627
	Iteration 7Q: 3 clusters Score -167409.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -167434.609375 Penalty: 2584.942627
	Iteration 8Q: 3 clusters Score -167434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -167453.421875 Penalty: 2584.942627
	Iteration 9Q: 3 clusters Score -167453.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -167475.828125 Penalty: 2584.942627
	Iteration 10Q: 3 clusters Score -167475.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -167496.750000 Penalty: 2584.942627
	Iteration 11Q: 3 clusters Score -167496.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -167527.531250 Penalty: 2584.942627
	Iteration 12Q: 3 clusters Score -167527.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -167556.562500 Penalty: 2584.942627
	Iteration 13Q: 3 clusters Score -167556.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -167584.359375 Penalty: 2584.942627
	Iteration 14Q: 3 clusters Score -167584.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -167609.078125 Penalty: 2584.942627
	Iteration 15Q: 3 clusters Score -167609.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -167638.828125 Penalty: 2584.942627
	Iteration 16Q: 3 clusters Score -167638.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -167674.515625 Penalty: 2584.942627
	Iteration 17Q: 3 clusters Score -167674.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -167704.640625 Penalty: 2584.942627
	Iteration 18Q: 3 clusters Score -167704.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -167738.000000 Penalty: 2584.942627
	Iteration 19Q: 3 clusters Score -167738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -167764.296875 Penalty: 2584.942627
	Iteration 20F: 3 clusters Score -167764.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -167798.984375 Penalty: 2584.942627
	Iteration 21Q: 3 clusters Score -167799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -167835.218750 Penalty: 2584.942627
	Iteration 22Q: 3 clusters Score -167835.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -167873.625000 Penalty: 2584.942627
	Iteration 23Q: 3 clusters Score -167873.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -167903.515625 Penalty: 2584.942627
	Iteration 24Q: 3 clusters Score -167903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -167923.500000 Penalty: 2584.942627
	Iteration 25Q: 3 clusters Score -167923.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -167937.093750 Penalty: 2584.942627
	Iteration 26Q: 3 clusters Score -167937.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -167944.296875 Penalty: 2584.942627
	Iteration 27Q: 3 clusters Score -167944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -167951.359375 Penalty: 2584.942627
	Iteration 28Q: 3 clusters Score -167951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -167960.625000 Penalty: 2584.942627
	Iteration 29Q: 3 clusters Score -167960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -167965.421875 Penalty: 2584.942627
	Iteration 30Q: 3 clusters Score -167965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -167970.953125 Penalty: 2584.942627
	Iteration 31Q: 3 clusters Score -167971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -167977.796875 Penalty: 2584.942627
	Iteration 32Q: 3 clusters Score -167977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -167981.609375 Penalty: 2584.942627
	Iteration 33Q: 3 clusters Score -167981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -167986.687500 Penalty: 2584.942627
	Iteration 34Q: 3 clusters Score -167986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -167990.296875 Penalty: 2584.942627
	Iteration 35Q: 3 clusters Score -167990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -167992.890625 Penalty: 2584.942627
	Iteration 36Q: 3 clusters Score -167992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -167994.984375 Penalty: 2584.942627
	Iteration 37Q: 3 clusters Score -167995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -167994.984375 Penalty: 2584.942627
	Iteration 38F: 3 clusters Score -167995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -171422.296875 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -171422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -168485.593750 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -168485.6 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -169314.890625 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -169314.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -169532.734375 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -169532.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -169707.562500 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -169707.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -169824.312500 Penalty: 2643.987793
	Iteration 4F: 3 clusters Score -169824.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -169918.203125 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -169918.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -170000.156250 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -170000.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -170056.406250 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -170056.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -170112.984375 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -170113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -170150.359375 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -170150.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -170169.328125 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -170169.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -170183.187500 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -170183.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -170193.281250 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -170193.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -170200.687500 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -170200.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -170208.234375 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -170208.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -170216.453125 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -170216.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -170225.203125 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -170225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -170237.468750 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -170237.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -170249.078125 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -170249.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -170259.640625 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -170259.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -170268.156250 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -170268.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -170280.250000 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -170280.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -170289.703125 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -170289.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -170302.250000 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -170302.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -170312.843750 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -170312.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -170322.921875 Penalty: 2643.987793
	Iteration 25Q: 3 clusters Score -170322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -170331.531250 Penalty: 2643.987793
	Iteration 26Q: 3 clusters Score -170331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -170339.843750 Penalty: 2643.987793
	Iteration 27Q: 3 clusters Score -170339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -170344.171875 Penalty: 2643.987793
	Iteration 28Q: 3 clusters Score -170344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -170350.296875 Penalty: 2643.987793
	Iteration 29Q: 3 clusters Score -170350.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -170357.687500 Penalty: 2643.987793
	Iteration 30Q: 3 clusters Score -170357.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -170362.453125 Penalty: 2643.987793
	Iteration 31Q: 3 clusters Score -170362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -170362.671875 Penalty: 2643.987793
	Iteration 32Q: 3 clusters Score -170362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -170362.671875 Penalty: 2643.987793
	Iteration 33F: 3 clusters Score -170362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Entering Unmasked Estep 
Score: -9173122.000000 Penalty: 1965.472290
	Iteration 0F: 2 clusters Score -9173122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -9053058.000000 Penalty: 3930.944580
	Iteration 0F: 3 clusters Score -9053058 nChanged 86614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -9105088.000000 Penalty: 3930.944580
	Iteration 1F: 3 clusters Score -9105088 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -9108054.000000 Penalty: 3930.944580
	Iteration 2Q: 3 clusters Score -9108054 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -9114056.000000 Penalty: 3930.944580
	Iteration 3F: 3 clusters Score -9114056 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 132696 members 
Entering Unmasked Estep 
Score: -9125477.000000 Penalty: 3930.944580
	Iteration 4F: 3 clusters Score -9125477 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 149886 members 
Entering Unmasked Estep 
Score: -9142005.000000 Penalty: 3930.944580
	Iteration 5F: 3 clusters Score -9142005 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -9158125.000000 Penalty: 3930.944580
	Iteration 6F: 3 clusters Score -9158125 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -9167103.000000 Penalty: 3930.944580
	Iteration 7Q: 3 clusters Score -9167103 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -9170170.000000 Penalty: 3930.944580
	Iteration 8Q: 3 clusters Score -9170170 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 177845 members 
Entering Unmasked Estep 
Score: -9171212.000000 Penalty: 3930.944580
	Iteration 9Q: 3 clusters Score -9171212 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 178060 members 
Entering Unmasked Estep 
Score: -9171791.000000 Penalty: 3930.944580
	Iteration 10Q: 3 clusters Score -9171791 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 177976 members 
Entering Unmasked Estep 
Score: -9172323.000000 Penalty: 3930.944580
	Iteration 11Q: 3 clusters Score -9172323 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -9172793.000000 Penalty: 3930.944580
	Iteration 12Q: 3 clusters Score -9172793 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -9173066.000000 Penalty: 3930.944580
	Iteration 13Q: 3 clusters Score -9173066 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 177315 members 
Entering Unmasked Estep 
Score: -9173242.000000 Penalty: 3930.944580
	Iteration 14Q: 3 clusters Score -9173242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 177098 members 
Entering Unmasked Estep 
Score: -9173367.000000 Penalty: 3930.944580
	Iteration 15Q: 3 clusters Score -9173367 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -9173490.000000 Penalty: 3930.944580
	Iteration 16Q: 3 clusters Score -9173490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -9173597.000000 Penalty: 3930.944580
	Iteration 17Q: 3 clusters Score -9173597 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -9173724.000000 Penalty: 3930.944580
	Iteration 18Q: 3 clusters Score -9173724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 176293 members 
Entering Unmasked Estep 
Score: -9173794.000000 Penalty: 3930.944580
	Iteration 19Q: 3 clusters Score -9173794 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -9173830.000000 Penalty: 3930.944580
	Iteration 20F: 3 clusters Score -9173830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -9173863.000000 Penalty: 3930.944580
	Iteration 21Q: 3 clusters Score -9173863 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -9173883.000000 Penalty: 3930.944580
	Iteration 22Q: 3 clusters Score -9173883 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -9173913.000000 Penalty: 3930.944580
	Iteration 23Q: 3 clusters Score -9173913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -9173986.000000 Penalty: 3930.944580
	Iteration 24Q: 3 clusters Score -9173986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 175406 members 
Entering Unmasked Estep 
Score: -9174020.000000 Penalty: 3930.944580
	Iteration 25Q: 3 clusters Score -9174020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 175315 members 
Entering Unmasked Estep 
Score: -9174028.000000 Penalty: 3930.944580
	Iteration 26Q: 3 clusters Score -9174028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -9174026.000000 Penalty: 3930.944580
	Iteration 27Q: 3 clusters Score -9174026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -9174044.000000 Penalty: 3930.944580
	Iteration 28Q: 3 clusters Score -9174044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 175075 members 
Entering Unmasked Estep 
Score: -9174052.000000 Penalty: 3930.944580
	Iteration 29Q: 3 clusters Score -9174052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 175006 members 
Entering Unmasked Estep 
Score: -9174070.000000 Penalty: 3930.944580
	Iteration 30Q: 3 clusters Score -9174070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 174940 members 
Entering Unmasked Estep 
Score: -9174096.000000 Penalty: 3930.944580
	Iteration 31Q: 3 clusters Score -9174096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 174878 members 
Entering Unmasked Estep 
Score: -9174093.000000 Penalty: 3930.944580
	Iteration 32Q: 3 clusters Score -9174093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -9174109.000000 Penalty: 3930.944580
	Iteration 33Q: 3 clusters Score -9174109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -9174118.000000 Penalty: 3930.944580
	Iteration 34Q: 3 clusters Score -9174118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -9174133.000000 Penalty: 3930.944580
	Iteration 35Q: 3 clusters Score -9174133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -9174135.000000 Penalty: 3930.944580
	Iteration 36Q: 3 clusters Score -9174135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 174597 members 
Entering Unmasked Estep 
Score: -9174123.000000 Penalty: 3930.944580
	Iteration 37Q: 3 clusters Score -9174123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 174554 members 
Entering Unmasked Estep 
Score: -9174139.000000 Penalty: 3930.944580
	Iteration 38Q: 3 clusters Score -9174139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 174514 members 
Entering Unmasked Estep 
Score: -9174146.000000 Penalty: 3930.944580
	Iteration 39Q: 3 clusters Score -9174146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 174481 members 
Entering Unmasked Estep 
Score: -9174157.000000 Penalty: 3930.944580
	Iteration 40F: 3 clusters Score -9174157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -9174159.000000 Penalty: 3930.944580
	Iteration 41Q: 3 clusters Score -9174159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -9174150.000000 Penalty: 3930.944580
	Iteration 42Q: 3 clusters Score -9174150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -9174144.000000 Penalty: 3930.944580
	Iteration 43Q: 3 clusters Score -9174144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 174420 members 
Entering Unmasked Estep 
Score: -9174146.000000 Penalty: 3930.944580
	Iteration 44Q: 3 clusters Score -9174146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -9174145.000000 Penalty: 3930.944580
	Iteration 45Q: 3 clusters Score -9174145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -9174139.000000 Penalty: 3930.944580
	Iteration 46Q: 3 clusters Score -9174139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -9174148.000000 Penalty: 3930.944580
	Iteration 47Q: 3 clusters Score -9174148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -9174145.000000 Penalty: 3930.944580
	Iteration 48Q: 3 clusters Score -9174145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -9174144.000000 Penalty: 3930.944580
	Iteration 49Q: 3 clusters Score -9174144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 174375 members 
Entering Unmasked Estep 
Score: -9174139.000000 Penalty: 3930.944580
	Iteration 50Q: 3 clusters Score -9174139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -9174140.000000 Penalty: 3930.944580
	Iteration 51Q: 3 clusters Score -9174140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 174368 members 
Entering Unmasked Estep 
Score: -9174139.000000 Penalty: 3930.944580
	Iteration 52Q: 3 clusters Score -9174139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -9174135.000000 Penalty: 3930.944580
	Iteration 53Q: 3 clusters Score -9174135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 174358 members 
Entering Unmasked Estep 
Score: -9174135.000000 Penalty: 3930.944580
	Iteration 54Q: 3 clusters Score -9174135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 174348 members 
Entering Unmasked Estep 
Score: -9174132.000000 Penalty: 3930.944580
	Iteration 55Q: 3 clusters Score -9174132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 174337 members 
Entering Unmasked Estep 
Score: -9174127.000000 Penalty: 3930.944580
	Iteration 56Q: 3 clusters Score -9174127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 174328 members 
Entering Unmasked Estep 
Score: -9174127.000000 Penalty: 3930.944580
	Iteration 57Q: 3 clusters Score -9174127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -9174138.000000 Penalty: 3930.944580
	Iteration 58Q: 3 clusters Score -9174138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 174314 members 
Entering Unmasked Estep 
Score: -9174138.000000 Penalty: 3930.944580
	Iteration 59Q: 3 clusters Score -9174138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 174311 members 
Entering Unmasked Estep 
Score: -9174132.000000 Penalty: 3930.944580
	Iteration 60F: 3 clusters Score -9174132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 174310 members 
Entering Unmasked Estep 
Score: -9174129.000000 Penalty: 3930.944580
	Iteration 61Q: 3 clusters Score -9174129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -9174129.000000 Penalty: 3930.944580
	Iteration 62Q: 3 clusters Score -9174129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 174306 members 
Entering Unmasked Estep 
Score: -9174130.000000 Penalty: 3930.944580
	Iteration 63Q: 3 clusters Score -9174130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -9174128.000000 Penalty: 3930.944580
	Iteration 64Q: 3 clusters Score -9174128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 174302 members 
Entering Unmasked Estep 
Score: -9174127.000000 Penalty: 3930.944580
	Iteration 65Q: 3 clusters Score -9174127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -9174127.000000 Penalty: 3930.944580
	Iteration 66Q: 3 clusters Score -9174127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -9174127.000000 Penalty: 3930.944580
	Iteration 67F: 3 clusters Score -9174127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 54494 members 
Mstep: Class 9 contains 54899 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 56337 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 18754 members 
Mstep: Class 15 contains 174301 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 29577 members 
Mstep: Class 20 contains 41124 members 
Entering Unmasked Estep 
Score: -26499452.000000 Penalty: 40702.550781
Splitting cluster 6 changes total score from -26496334.000000 to -26499452.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -133388.656250 Penalty: 1295.973389
	Iteration 0F: 2 clusters Score -133388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -130712.007812 Penalty: 2591.946777
	Iteration 0F: 3 clusters Score -130712 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -131338.531250 Penalty: 2591.946777
	Iteration 1F: 3 clusters Score -131338.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -131474.562500 Penalty: 2591.946777
	Iteration 2F: 3 clusters Score -131474.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -131546.984375 Penalty: 2591.946777
	Iteration 3Q: 3 clusters Score -131547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -131598.203125 Penalty: 2591.946777
	Iteration 4Q: 3 clusters Score -131598.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -131632.437500 Penalty: 2591.946777
	Iteration 5Q: 3 clusters Score -131632.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -131666.562500 Penalty: 2591.946777
	Iteration 6Q: 3 clusters Score -131666.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -131693.703125 Penalty: 2591.946777
	Iteration 7Q: 3 clusters Score -131693.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -131725.281250 Penalty: 2591.946777
	Iteration 8Q: 3 clusters Score -131725.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -131745.562500 Penalty: 2591.946777
	Iteration 9Q: 3 clusters Score -131745.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -131761.593750 Penalty: 2591.946777
	Iteration 10Q: 3 clusters Score -131761.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -131783.437500 Penalty: 2591.946777
	Iteration 11Q: 3 clusters Score -131783.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -131802.734375 Penalty: 2591.946777
	Iteration 12Q: 3 clusters Score -131802.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -131818.296875 Penalty: 2591.946777
	Iteration 13Q: 3 clusters Score -131818.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -131830.812500 Penalty: 2591.946777
	Iteration 14Q: 3 clusters Score -131830.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -131841.218750 Penalty: 2591.946777
	Iteration 15Q: 3 clusters Score -131841.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -131849.078125 Penalty: 2591.946777
	Iteration 16Q: 3 clusters Score -131849.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -131855.093750 Penalty: 2591.946777
	Iteration 17Q: 3 clusters Score -131855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -131857.078125 Penalty: 2591.946777
	Iteration 18Q: 3 clusters Score -131857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131858.750000 Penalty: 2591.946777
	Iteration 19Q: 3 clusters Score -131858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -131860.750000 Penalty: 2591.946777
	Iteration 20F: 3 clusters Score -131860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131863.562500 Penalty: 2591.946777
	Iteration 21Q: 3 clusters Score -131863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131867.468750 Penalty: 2591.946777
	Iteration 22Q: 3 clusters Score -131867.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -131874.093750 Penalty: 2591.946777
	Iteration 23Q: 3 clusters Score -131874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -131880.687500 Penalty: 2591.946777
	Iteration 24Q: 3 clusters Score -131880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -131885.546875 Penalty: 2591.946777
	Iteration 25Q: 3 clusters Score -131885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -131888.609375 Penalty: 2591.946777
	Iteration 26Q: 3 clusters Score -131888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -131891.578125 Penalty: 2591.946777
	Iteration 27Q: 3 clusters Score -131891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -131893.000000 Penalty: 2591.946777
	Iteration 28Q: 3 clusters Score -131893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -131894.937500 Penalty: 2591.946777
	Iteration 29Q: 3 clusters Score -131894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -131897.500000 Penalty: 2591.946777
	Iteration 30Q: 3 clusters Score -131897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -131900.562500 Penalty: 2591.946777
	Iteration 31Q: 3 clusters Score -131900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -131902.718750 Penalty: 2591.946777
	Iteration 32Q: 3 clusters Score -131902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -131905.187500 Penalty: 2591.946777
	Iteration 33Q: 3 clusters Score -131905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -131907.421875 Penalty: 2591.946777
	Iteration 34Q: 3 clusters Score -131907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -131908.875000 Penalty: 2591.946777
	Iteration 35Q: 3 clusters Score -131908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -131909.609375 Penalty: 2591.946777
	Iteration 36Q: 3 clusters Score -131909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -131911.328125 Penalty: 2591.946777
	Iteration 37Q: 3 clusters Score -131911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -131913.984375 Penalty: 2591.946777
	Iteration 38Q: 3 clusters Score -131914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -131918.593750 Penalty: 2591.946777
	Iteration 39Q: 3 clusters Score -131918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -131922.390625 Penalty: 2591.946777
	Iteration 40F: 3 clusters Score -131922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -131925.015625 Penalty: 2591.946777
	Iteration 41Q: 3 clusters Score -131925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -131927.546875 Penalty: 2591.946777
	Iteration 42Q: 3 clusters Score -131927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -131929.968750 Penalty: 2591.946777
	Iteration 43Q: 3 clusters Score -131930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -131931.718750 Penalty: 2591.946777
	Iteration 44Q: 3 clusters Score -131931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -131933.078125 Penalty: 2591.946777
	Iteration 45Q: 3 clusters Score -131933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -131934.812500 Penalty: 2591.946777
	Iteration 46Q: 3 clusters Score -131934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -131938.593750 Penalty: 2591.946777
	Iteration 47Q: 3 clusters Score -131938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -131942.687500 Penalty: 2591.946777
	Iteration 48Q: 3 clusters Score -131942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -131947.109375 Penalty: 2591.946777
	Iteration 49Q: 3 clusters Score -131947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131950.046875 Penalty: 2591.946777
	Iteration 50Q: 3 clusters Score -131950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -131952.078125 Penalty: 2591.946777
	Iteration 51Q: 3 clusters Score -131952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -131954.031250 Penalty: 2591.946777
	Iteration 52Q: 3 clusters Score -131954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131957.203125 Penalty: 2591.946777
	Iteration 53Q: 3 clusters Score -131957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -131960.000000 Penalty: 2591.946777
	Iteration 54Q: 3 clusters Score -131960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -131964.000000 Penalty: 2591.946777
	Iteration 55Q: 3 clusters Score -131964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -131968.750000 Penalty: 2591.946777
	Iteration 56Q: 3 clusters Score -131968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -131974.218750 Penalty: 2591.946777
	Iteration 57Q: 3 clusters Score -131974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -131979.546875 Penalty: 2591.946777
	Iteration 58Q: 3 clusters Score -131979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -131984.515625 Penalty: 2591.946777
	Iteration 59Q: 3 clusters Score -131984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -131987.218750 Penalty: 2591.946777
	Iteration 60F: 3 clusters Score -131987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -131989.718750 Penalty: 2591.946777
	Iteration 61Q: 3 clusters Score -131989.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -131993.531250 Penalty: 2591.946777
	Iteration 62Q: 3 clusters Score -131993.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -131997.562500 Penalty: 2591.946777
	Iteration 63Q: 3 clusters Score -131997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -132001.437500 Penalty: 2591.946777
	Iteration 64Q: 3 clusters Score -132001.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -132005.578125 Penalty: 2591.946777
	Iteration 65Q: 3 clusters Score -132005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -132009.906250 Penalty: 2591.946777
	Iteration 66Q: 3 clusters Score -132009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -132012.312500 Penalty: 2591.946777
	Iteration 67Q: 3 clusters Score -132012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -132018.093750 Penalty: 2591.946777
	Iteration 68Q: 3 clusters Score -132018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -132027.171875 Penalty: 2591.946777
	Iteration 69Q: 3 clusters Score -132027.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -132039.187500 Penalty: 2591.946777
	Iteration 70Q: 3 clusters Score -132039.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -132053.484375 Penalty: 2591.946777
	Iteration 71Q: 3 clusters Score -132053.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -132070.000000 Penalty: 2591.946777
	Iteration 72Q: 3 clusters Score -132070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -132087.546875 Penalty: 2591.946777
	Iteration 73Q: 3 clusters Score -132087.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -132102.234375 Penalty: 2591.946777
	Iteration 74Q: 3 clusters Score -132102.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -132116.937500 Penalty: 2591.946777
	Iteration 75Q: 3 clusters Score -132116.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -132140.015625 Penalty: 2591.946777
	Iteration 76Q: 3 clusters Score -132140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -132165.859375 Penalty: 2591.946777
	Iteration 77Q: 3 clusters Score -132165.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -132180.171875 Penalty: 2591.946777
	Iteration 78Q: 3 clusters Score -132180.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -132202.796875 Penalty: 2591.946777
	Iteration 79Q: 3 clusters Score -132202.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -132222.171875 Penalty: 2591.946777
	Iteration 80F: 3 clusters Score -132222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -132238.140625 Penalty: 2591.946777
	Iteration 81Q: 3 clusters Score -132238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -132251.296875 Penalty: 2591.946777
	Iteration 82Q: 3 clusters Score -132251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -132255.609375 Penalty: 2591.946777
	Iteration 83Q: 3 clusters Score -132255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -132260.046875 Penalty: 2591.946777
	Iteration 84Q: 3 clusters Score -132260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -132265.281250 Penalty: 2591.946777
	Iteration 85Q: 3 clusters Score -132265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -132269.234375 Penalty: 2591.946777
	Iteration 86Q: 3 clusters Score -132269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -132269.953125 Penalty: 2591.946777
	Iteration 87Q: 3 clusters Score -132270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -132271.234375 Penalty: 2591.946777
	Iteration 88Q: 3 clusters Score -132271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -132273.187500 Penalty: 2591.946777
	Iteration 89Q: 3 clusters Score -132273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -132273.703125 Penalty: 2591.946777
	Iteration 90Q: 3 clusters Score -132273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -132274.156250 Penalty: 2591.946777
	Iteration 91Q: 3 clusters Score -132274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -132274.453125 Penalty: 2591.946777
	Iteration 92Q: 3 clusters Score -132274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -132275.078125 Penalty: 2591.946777
	Iteration 93Q: 3 clusters Score -132275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -132276.406250 Penalty: 2591.946777
	Iteration 94Q: 3 clusters Score -132276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -132277.171875 Penalty: 2591.946777
	Iteration 95Q: 3 clusters Score -132277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -132277.468750 Penalty: 2591.946777
	Iteration 96Q: 3 clusters Score -132277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -132277.812500 Penalty: 2591.946777
	Iteration 97Q: 3 clusters Score -132277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -132278.109375 Penalty: 2591.946777
	Iteration 98Q: 3 clusters Score -132278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -132278.515625 Penalty: 2591.946777
	Iteration 99Q: 3 clusters Score -132278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132279.218750 Penalty: 2591.946777
	Iteration 100F: 3 clusters Score -132279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Entering Unmasked Estep 
Score: -2839355.500000 Penalty: 1772.199951
	Iteration 0F: 2 clusters Score -2839356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -2802812.750000 Penalty: 3544.399902
	Iteration 0F: 3 clusters Score -2802813 nChanged 25644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -2817448.750000 Penalty: 3544.399902
	Iteration 1F: 3 clusters Score -2817449 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2817881.500000 Penalty: 3544.399902
	Iteration 2Q: 3 clusters Score -2817882 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2818352.500000 Penalty: 3544.399902
	Iteration 3Q: 3 clusters Score -2818352 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2818883.750000 Penalty: 3544.399902
	Iteration 4Q: 3 clusters Score -2818884 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -2819573.750000 Penalty: 3544.399902
	Iteration 5Q: 3 clusters Score -2819574 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -2820447.000000 Penalty: 3544.399902
	Iteration 6Q: 3 clusters Score -2820447 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -2821580.000000 Penalty: 3544.399902
	Iteration 7Q: 3 clusters Score -2821580 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -2822985.250000 Penalty: 3544.399902
	Iteration 8Q: 3 clusters Score -2822985 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -2824766.250000 Penalty: 3544.399902
	Iteration 9F: 3 clusters Score -2824766 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -2826788.000000 Penalty: 3544.399902
	Iteration 10F: 3 clusters Score -2826788 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -2828726.500000 Penalty: 3544.399902
	Iteration 11F: 3 clusters Score -2828726 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -2830328.250000 Penalty: 3544.399902
	Iteration 12Q: 3 clusters Score -2830328 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -2831524.750000 Penalty: 3544.399902
	Iteration 13Q: 3 clusters Score -2831525 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -2832347.500000 Penalty: 3544.399902
	Iteration 14Q: 3 clusters Score -2832348 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -2832898.000000 Penalty: 3544.399902
	Iteration 15Q: 3 clusters Score -2832898 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -2833341.000000 Penalty: 3544.399902
	Iteration 16Q: 3 clusters Score -2833341 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -2833645.750000 Penalty: 3544.399902
	Iteration 17Q: 3 clusters Score -2833646 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -2833928.500000 Penalty: 3544.399902
	Iteration 18Q: 3 clusters Score -2833928 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -2834156.250000 Penalty: 3544.399902
	Iteration 19Q: 3 clusters Score -2834156 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -2834376.500000 Penalty: 3544.399902
	Iteration 20F: 3 clusters Score -2834376 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -2834595.750000 Penalty: 3544.399902
	Iteration 21Q: 3 clusters Score -2834596 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -2834816.750000 Penalty: 3544.399902
	Iteration 22Q: 3 clusters Score -2834817 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -2835040.000000 Penalty: 3544.399902
	Iteration 23Q: 3 clusters Score -2835040 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -2835266.000000 Penalty: 3544.399902
	Iteration 24Q: 3 clusters Score -2835266 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -2835514.750000 Penalty: 3544.399902
	Iteration 25Q: 3 clusters Score -2835515 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -2835706.250000 Penalty: 3544.399902
	Iteration 26Q: 3 clusters Score -2835706 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -2835899.750000 Penalty: 3544.399902
	Iteration 27Q: 3 clusters Score -2835900 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -2836115.750000 Penalty: 3544.399902
	Iteration 28Q: 3 clusters Score -2836116 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -2836316.500000 Penalty: 3544.399902
	Iteration 29Q: 3 clusters Score -2836316 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -2836549.250000 Penalty: 3544.399902
	Iteration 30Q: 3 clusters Score -2836549 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -2836740.250000 Penalty: 3544.399902
	Iteration 31Q: 3 clusters Score -2836740 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -2836930.000000 Penalty: 3544.399902
	Iteration 32Q: 3 clusters Score -2836930 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -2837091.250000 Penalty: 3544.399902
	Iteration 33Q: 3 clusters Score -2837091 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -2837252.750000 Penalty: 3544.399902
	Iteration 34Q: 3 clusters Score -2837253 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -2837391.500000 Penalty: 3544.399902
	Iteration 35Q: 3 clusters Score -2837392 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -2837503.750000 Penalty: 3544.399902
	Iteration 36Q: 3 clusters Score -2837504 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -2837577.500000 Penalty: 3544.399902
	Iteration 37Q: 3 clusters Score -2837578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -2837632.000000 Penalty: 3544.399902
	Iteration 38Q: 3 clusters Score -2837632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -2837666.500000 Penalty: 3544.399902
	Iteration 39Q: 3 clusters Score -2837666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -2837695.750000 Penalty: 3544.399902
	Iteration 40F: 3 clusters Score -2837696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -2837708.250000 Penalty: 3544.399902
	Iteration 41Q: 3 clusters Score -2837708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -2837721.750000 Penalty: 3544.399902
	Iteration 42Q: 3 clusters Score -2837722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -2837733.250000 Penalty: 3544.399902
	Iteration 43Q: 3 clusters Score -2837733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -2837751.250000 Penalty: 3544.399902
	Iteration 44Q: 3 clusters Score -2837751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -2837762.250000 Penalty: 3544.399902
	Iteration 45Q: 3 clusters Score -2837762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -2837769.250000 Penalty: 3544.399902
	Iteration 46Q: 3 clusters Score -2837769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -2837773.500000 Penalty: 3544.399902
	Iteration 47Q: 3 clusters Score -2837774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -2837775.500000 Penalty: 3544.399902
	Iteration 48Q: 3 clusters Score -2837776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -2837783.500000 Penalty: 3544.399902
	Iteration 49Q: 3 clusters Score -2837784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -2837785.750000 Penalty: 3544.399902
	Iteration 50Q: 3 clusters Score -2837786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -2837785.750000 Penalty: 3544.399902
	Iteration 51Q: 3 clusters Score -2837786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -2837795.500000 Penalty: 3544.399902
	Iteration 52Q: 3 clusters Score -2837796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -2837795.250000 Penalty: 3544.399902
	Iteration 53Q: 3 clusters Score -2837795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -2837796.750000 Penalty: 3544.399902
	Iteration 54Q: 3 clusters Score -2837797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -2837798.000000 Penalty: 3544.399902
	Iteration 55Q: 3 clusters Score -2837798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -2837800.000000 Penalty: 3544.399902
	Iteration 56Q: 3 clusters Score -2837800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -2837799.500000 Penalty: 3544.399902
	Iteration 57Q: 3 clusters Score -2837800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -2837799.500000 Penalty: 3544.399902
	Iteration 58F: 3 clusters Score -2837800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Entering Unmasked Estep 
Score: -3014968.000000 Penalty: 1773.403076
	Iteration 0F: 2 clusters Score -3014968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2978190.750000 Penalty: 3546.806152
	Iteration 0F: 3 clusters Score -2978191 nChanged 25772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2993040.250000 Penalty: 3546.806152
	Iteration 1F: 3 clusters Score -2993040 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2993733.000000 Penalty: 3546.806152
	Iteration 2Q: 3 clusters Score -2993733 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2994828.500000 Penalty: 3546.806152
	Iteration 3Q: 3 clusters Score -2994828 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2996757.250000 Penalty: 3546.806152
	Iteration 4F: 3 clusters Score -2996757 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3000198.500000 Penalty: 3546.806152
	Iteration 5F: 3 clusters Score -3000198 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3004929.750000 Penalty: 3546.806152
	Iteration 6F: 3 clusters Score -3004930 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3009349.250000 Penalty: 3546.806152
	Iteration 7F: 3 clusters Score -3009349 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3011845.250000 Penalty: 3546.806152
	Iteration 8Q: 3 clusters Score -3011845 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3012801.250000 Penalty: 3546.806152
	Iteration 9Q: 3 clusters Score -3012801 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3013145.750000 Penalty: 3546.806152
	Iteration 10Q: 3 clusters Score -3013146 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3013298.250000 Penalty: 3546.806152
	Iteration 11Q: 3 clusters Score -3013298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3013371.500000 Penalty: 3546.806152
	Iteration 12Q: 3 clusters Score -3013372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3013396.250000 Penalty: 3546.806152
	Iteration 13Q: 3 clusters Score -3013396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3013430.750000 Penalty: 3546.806152
	Iteration 14Q: 3 clusters Score -3013431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3013454.000000 Penalty: 3546.806152
	Iteration 15Q: 3 clusters Score -3013454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3013468.500000 Penalty: 3546.806152
	Iteration 16Q: 3 clusters Score -3013468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3013481.750000 Penalty: 3546.806152
	Iteration 17Q: 3 clusters Score -3013482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3013486.000000 Penalty: 3546.806152
	Iteration 18Q: 3 clusters Score -3013486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3013488.750000 Penalty: 3546.806152
	Iteration 19Q: 3 clusters Score -3013489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3013491.250000 Penalty: 3546.806152
	Iteration 20F: 3 clusters Score -3013491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3013499.250000 Penalty: 3546.806152
	Iteration 21Q: 3 clusters Score -3013499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3013503.250000 Penalty: 3546.806152
	Iteration 22Q: 3 clusters Score -3013503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3013504.000000 Penalty: 3546.806152
	Iteration 23Q: 3 clusters Score -3013504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3013508.250000 Penalty: 3546.806152
	Iteration 24Q: 3 clusters Score -3013508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3013507.250000 Penalty: 3546.806152
	Iteration 25Q: 3 clusters Score -3013507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3013507.500000 Penalty: 3546.806152
	Iteration 26Q: 3 clusters Score -3013508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3013507.500000 Penalty: 3546.806152
	Iteration 27F: 3 clusters Score -3013508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -245268.093750 Penalty: 1395.220581
	Iteration 0F: 2 clusters Score -245268.1 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 2759 members 
Entering Unmasked Estep 
Score: -241070.515625 Penalty: 2790.441162
	Iteration 0F: 3 clusters Score -241070.5 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -242235.921875 Penalty: 2790.441162
	Iteration 1F: 3 clusters Score -242235.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -242431.593750 Penalty: 2790.441162
	Iteration 2F: 3 clusters Score -242431.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -242552.968750 Penalty: 2790.441162
	Iteration 3Q: 3 clusters Score -242553 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -242658.796875 Penalty: 2790.441162
	Iteration 4Q: 3 clusters Score -242658.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -242783.187500 Penalty: 2790.441162
	Iteration 5Q: 3 clusters Score -242783.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -242922.515625 Penalty: 2790.441162
	Iteration 6Q: 3 clusters Score -242922.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -243059.453125 Penalty: 2790.441162
	Iteration 7Q: 3 clusters Score -243059.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -243210.265625 Penalty: 2790.441162
	Iteration 8Q: 3 clusters Score -243210.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -243382.437500 Penalty: 2790.441162
	Iteration 9Q: 3 clusters Score -243382.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -243554.031250 Penalty: 2790.441162
	Iteration 10Q: 3 clusters Score -243554 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -243681.671875 Penalty: 2790.441162
	Iteration 11Q: 3 clusters Score -243681.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -243764.609375 Penalty: 2790.441162
	Iteration 12Q: 3 clusters Score -243764.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -243823.359375 Penalty: 2790.441162
	Iteration 13Q: 3 clusters Score -243823.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -243867.359375 Penalty: 2790.441162
	Iteration 14Q: 3 clusters Score -243867.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -243920.437500 Penalty: 2790.441162
	Iteration 15Q: 3 clusters Score -243920.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -243962.203125 Penalty: 2790.441162
	Iteration 16Q: 3 clusters Score -243962.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -243990.703125 Penalty: 2790.441162
	Iteration 17Q: 3 clusters Score -243990.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -244013.484375 Penalty: 2790.441162
	Iteration 18Q: 3 clusters Score -244013.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -244030.859375 Penalty: 2790.441162
	Iteration 19Q: 3 clusters Score -244030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -244043.687500 Penalty: 2790.441162
	Iteration 20F: 3 clusters Score -244043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -244053.203125 Penalty: 2790.441162
	Iteration 21Q: 3 clusters Score -244053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -244061.390625 Penalty: 2790.441162
	Iteration 22Q: 3 clusters Score -244061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -244072.921875 Penalty: 2790.441162
	Iteration 23Q: 3 clusters Score -244072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -244083.000000 Penalty: 2790.441162
	Iteration 24Q: 3 clusters Score -244083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -244090.937500 Penalty: 2790.441162
	Iteration 25Q: 3 clusters Score -244090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -244095.406250 Penalty: 2790.441162
	Iteration 26Q: 3 clusters Score -244095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -244095.718750 Penalty: 2790.441162
	Iteration 27Q: 3 clusters Score -244095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -244096.656250 Penalty: 2790.441162
	Iteration 28Q: 3 clusters Score -244096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -244098.046875 Penalty: 2790.441162
	Iteration 29Q: 3 clusters Score -244098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -244099.921875 Penalty: 2790.441162
	Iteration 30Q: 3 clusters Score -244099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -244100.546875 Penalty: 2790.441162
	Iteration 31Q: 3 clusters Score -244100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -244100.546875 Penalty: 2790.441162
	Iteration 32F: 3 clusters Score -244100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Entering Unmasked Estep 
Score: -976117.437500 Penalty: 1595.014771
	Iteration 0F: 2 clusters Score -976117.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -963534.250000 Penalty: 3190.029541
	Iteration 0F: 3 clusters Score -963534.2 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -967838.062500 Penalty: 3190.029541
	Iteration 1F: 3 clusters Score -967838.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -968137.375000 Penalty: 3190.029541
	Iteration 2Q: 3 clusters Score -968137.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -968418.250000 Penalty: 3190.029541
	Iteration 3Q: 3 clusters Score -968418.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -968688.375000 Penalty: 3190.029541
	Iteration 4Q: 3 clusters Score -968688.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -968989.625000 Penalty: 3190.029541
	Iteration 5Q: 3 clusters Score -968989.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -969333.500000 Penalty: 3190.029541
	Iteration 6Q: 3 clusters Score -969333.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -969827.000000 Penalty: 3190.029541
	Iteration 7Q: 3 clusters Score -969827 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -970453.062500 Penalty: 3190.029541
	Iteration 8F: 3 clusters Score -970453.1 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -971214.687500 Penalty: 3190.029541
	Iteration 9F: 3 clusters Score -971214.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -972109.312500 Penalty: 3190.029541
	Iteration 10F: 3 clusters Score -972109.3 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -972986.937500 Penalty: 3190.029541
	Iteration 11F: 3 clusters Score -972986.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -973714.062500 Penalty: 3190.029541
	Iteration 12Q: 3 clusters Score -973714.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -974198.625000 Penalty: 3190.029541
	Iteration 13Q: 3 clusters Score -974198.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -974469.562500 Penalty: 3190.029541
	Iteration 14Q: 3 clusters Score -974469.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -974593.812500 Penalty: 3190.029541
	Iteration 15Q: 3 clusters Score -974593.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -974664.000000 Penalty: 3190.029541
	Iteration 16Q: 3 clusters Score -974664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -974711.500000 Penalty: 3190.029541
	Iteration 17Q: 3 clusters Score -974711.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -974740.125000 Penalty: 3190.029541
	Iteration 18Q: 3 clusters Score -974740.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -974756.500000 Penalty: 3190.029541
	Iteration 19Q: 3 clusters Score -974756.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -974772.625000 Penalty: 3190.029541
	Iteration 20F: 3 clusters Score -974772.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -974782.000000 Penalty: 3190.029541
	Iteration 21Q: 3 clusters Score -974782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -974789.312500 Penalty: 3190.029541
	Iteration 22Q: 3 clusters Score -974789.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -974799.750000 Penalty: 3190.029541
	Iteration 23Q: 3 clusters Score -974799.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -974805.437500 Penalty: 3190.029541
	Iteration 24Q: 3 clusters Score -974805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -974810.750000 Penalty: 3190.029541
	Iteration 25Q: 3 clusters Score -974810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -974820.187500 Penalty: 3190.029541
	Iteration 26Q: 3 clusters Score -974820.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -974823.750000 Penalty: 3190.029541
	Iteration 27Q: 3 clusters Score -974823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -974826.812500 Penalty: 3190.029541
	Iteration 28Q: 3 clusters Score -974826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -974829.125000 Penalty: 3190.029541
	Iteration 29Q: 3 clusters Score -974829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -974832.375000 Penalty: 3190.029541
	Iteration 30Q: 3 clusters Score -974832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -974834.062500 Penalty: 3190.029541
	Iteration 31Q: 3 clusters Score -974834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -974833.562500 Penalty: 3190.029541
	Iteration 32Q: 3 clusters Score -974833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -974836.687500 Penalty: 3190.029541
	Iteration 33Q: 3 clusters Score -974836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -974841.062500 Penalty: 3190.029541
	Iteration 34Q: 3 clusters Score -974841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -974842.187500 Penalty: 3190.029541
	Iteration 35Q: 3 clusters Score -974842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -974842.875000 Penalty: 3190.029541
	Iteration 36Q: 3 clusters Score -974842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -974843.437500 Penalty: 3190.029541
	Iteration 37Q: 3 clusters Score -974843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -974844.625000 Penalty: 3190.029541
	Iteration 38Q: 3 clusters Score -974844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -974845.812500 Penalty: 3190.029541
	Iteration 39Q: 3 clusters Score -974845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -974845.000000 Penalty: 3190.029541
	Iteration 40F: 3 clusters Score -974845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -974844.062500 Penalty: 3190.029541
	Iteration 41Q: 3 clusters Score -974844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -974845.312500 Penalty: 3190.029541
	Iteration 42Q: 3 clusters Score -974845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -974846.375000 Penalty: 3190.029541
	Iteration 43Q: 3 clusters Score -974846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -974846.062500 Penalty: 3190.029541
	Iteration 44Q: 3 clusters Score -974846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -974847.625000 Penalty: 3190.029541
	Iteration 45Q: 3 clusters Score -974847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -974846.625000 Penalty: 3190.029541
	Iteration 46Q: 3 clusters Score -974846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -974848.250000 Penalty: 3190.029541
	Iteration 47Q: 3 clusters Score -974848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -974848.062500 Penalty: 3190.029541
	Iteration 48Q: 3 clusters Score -974848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -974848.312500 Penalty: 3190.029541
	Iteration 49Q: 3 clusters Score -974848.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -974848.312500 Penalty: 3190.029541
	Iteration 50F: 3 clusters Score -974848.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Entering Unmasked Estep 
Score: -2960360.750000 Penalty: 1777.604858
	Iteration 0F: 2 clusters Score -2960361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -2922649.500000 Penalty: 3555.209717
	Iteration 0F: 3 clusters Score -2922650 nChanged 26425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -2937844.750000 Penalty: 3555.209717
	Iteration 1F: 3 clusters Score -2937845 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -2938437.000000 Penalty: 3555.209717
	Iteration 2Q: 3 clusters Score -2938437 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -2939191.250000 Penalty: 3555.209717
	Iteration 3Q: 3 clusters Score -2939191 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -2940145.500000 Penalty: 3555.209717
	Iteration 4Q: 3 clusters Score -2940146 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -2941447.500000 Penalty: 3555.209717
	Iteration 5Q: 3 clusters Score -2941448 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -2943191.000000 Penalty: 3555.209717
	Iteration 6F: 3 clusters Score -2943191 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -2945294.750000 Penalty: 3555.209717
	Iteration 7F: 3 clusters Score -2945295 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -2947510.750000 Penalty: 3555.209717
	Iteration 8F: 3 clusters Score -2947511 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -2950003.500000 Penalty: 3555.209717
	Iteration 9F: 3 clusters Score -2950004 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -2952382.000000 Penalty: 3555.209717
	Iteration 10F: 3 clusters Score -2952382 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -2954217.000000 Penalty: 3555.209717
	Iteration 11Q: 3 clusters Score -2954217 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -2955584.250000 Penalty: 3555.209717
	Iteration 12Q: 3 clusters Score -2955584 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -2956493.500000 Penalty: 3555.209717
	Iteration 13Q: 3 clusters Score -2956494 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -2957176.500000 Penalty: 3555.209717
	Iteration 14Q: 3 clusters Score -2957176 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -2957630.250000 Penalty: 3555.209717
	Iteration 15Q: 3 clusters Score -2957630 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -2957945.500000 Penalty: 3555.209717
	Iteration 16Q: 3 clusters Score -2957946 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -2958173.750000 Penalty: 3555.209717
	Iteration 17Q: 3 clusters Score -2958174 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -2958349.000000 Penalty: 3555.209717
	Iteration 18Q: 3 clusters Score -2958349 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -2958467.000000 Penalty: 3555.209717
	Iteration 19Q: 3 clusters Score -2958467 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -2958550.750000 Penalty: 3555.209717
	Iteration 20F: 3 clusters Score -2958551 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -2958612.500000 Penalty: 3555.209717
	Iteration 21Q: 3 clusters Score -2958612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -2958666.500000 Penalty: 3555.209717
	Iteration 22Q: 3 clusters Score -2958666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -2958705.250000 Penalty: 3555.209717
	Iteration 23Q: 3 clusters Score -2958705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -2958731.250000 Penalty: 3555.209717
	Iteration 24Q: 3 clusters Score -2958731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -2958740.000000 Penalty: 3555.209717
	Iteration 25Q: 3 clusters Score -2958740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -2958761.000000 Penalty: 3555.209717
	Iteration 26Q: 3 clusters Score -2958761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -2958774.250000 Penalty: 3555.209717
	Iteration 27Q: 3 clusters Score -2958774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -2958796.000000 Penalty: 3555.209717
	Iteration 28Q: 3 clusters Score -2958796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -2958813.750000 Penalty: 3555.209717
	Iteration 29Q: 3 clusters Score -2958814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -2958815.500000 Penalty: 3555.209717
	Iteration 30Q: 3 clusters Score -2958816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -2958823.750000 Penalty: 3555.209717
	Iteration 31Q: 3 clusters Score -2958824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -2958825.250000 Penalty: 3555.209717
	Iteration 32Q: 3 clusters Score -2958825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -2958833.250000 Penalty: 3555.209717
	Iteration 33Q: 3 clusters Score -2958833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -2958838.250000 Penalty: 3555.209717
	Iteration 34Q: 3 clusters Score -2958838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -2958842.250000 Penalty: 3555.209717
	Iteration 35Q: 3 clusters Score -2958842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -2958840.250000 Penalty: 3555.209717
	Iteration 36Q: 3 clusters Score -2958840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -2958844.250000 Penalty: 3555.209717
	Iteration 37Q: 3 clusters Score -2958844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -2958852.250000 Penalty: 3555.209717
	Iteration 38Q: 3 clusters Score -2958852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -2958852.750000 Penalty: 3555.209717
	Iteration 39Q: 3 clusters Score -2958853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -2958851.250000 Penalty: 3555.209717
	Iteration 40F: 3 clusters Score -2958851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -80947.914062 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -80947.91 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 940 members 
Entering Unmasked Estep 
Score: -78991.007812 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -78991.01 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -79372.453125 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -79372.45 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -79464.554688 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -79464.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -79515.304688 Penalty: 2431.139160
	Iteration 3Q: 3 clusters Score -79515.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -79548.187500 Penalty: 2431.139160
	Iteration 4Q: 3 clusters Score -79548.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -79571.132812 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -79571.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -79586.414062 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -79586.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -79597.171875 Penalty: 2431.139160
	Iteration 7Q: 3 clusters Score -79597.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -79604.867188 Penalty: 2431.139160
	Iteration 8Q: 3 clusters Score -79604.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -79610.718750 Penalty: 2431.139160
	Iteration 9Q: 3 clusters Score -79610.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -79619.320312 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -79619.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -79626.968750 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -79626.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -79635.773438 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -79635.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -79641.929688 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -79641.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -79646.429688 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -79646.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -79647.031250 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -79647.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -79648.257812 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -79648.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -79648.679688 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -79648.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -79648.679688 Penalty: 2431.139160
	Iteration 18F: 3 clusters Score -79648.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Entering Unmasked Estep 
Score: -985105.500000 Penalty: 1598.863770
	Iteration 0F: 2 clusters Score -985105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -972339.562500 Penalty: 3197.727539
	Iteration 0F: 3 clusters Score -972339.6 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -976850.000000 Penalty: 3197.727539
	Iteration 1F: 3 clusters Score -976850 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -977118.687500 Penalty: 3197.727539
	Iteration 2Q: 3 clusters Score -977118.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -977344.250000 Penalty: 3197.727539
	Iteration 3Q: 3 clusters Score -977344.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -977553.312500 Penalty: 3197.727539
	Iteration 4Q: 3 clusters Score -977553.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -977774.500000 Penalty: 3197.727539
	Iteration 5Q: 3 clusters Score -977774.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -978003.062500 Penalty: 3197.727539
	Iteration 6Q: 3 clusters Score -978003.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -978266.187500 Penalty: 3197.727539
	Iteration 7Q: 3 clusters Score -978266.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -978564.687500 Penalty: 3197.727539
	Iteration 8Q: 3 clusters Score -978564.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -978940.375000 Penalty: 3197.727539
	Iteration 9Q: 3 clusters Score -978940.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -979399.250000 Penalty: 3197.727539
	Iteration 10Q: 3 clusters Score -979399.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -979998.875000 Penalty: 3197.727539
	Iteration 11Q: 3 clusters Score -979998.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -980634.125000 Penalty: 3197.727539
	Iteration 12Q: 3 clusters Score -980634.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -981219.937500 Penalty: 3197.727539
	Iteration 13Q: 3 clusters Score -981219.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -981620.937500 Penalty: 3197.727539
	Iteration 14Q: 3 clusters Score -981620.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -981922.500000 Penalty: 3197.727539
	Iteration 15Q: 3 clusters Score -981922.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -982087.250000 Penalty: 3197.727539
	Iteration 16Q: 3 clusters Score -982087.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -982160.500000 Penalty: 3197.727539
	Iteration 17Q: 3 clusters Score -982160.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -982213.312500 Penalty: 3197.727539
	Iteration 18Q: 3 clusters Score -982213.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -982253.250000 Penalty: 3197.727539
	Iteration 19Q: 3 clusters Score -982253.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -982278.625000 Penalty: 3197.727539
	Iteration 20F: 3 clusters Score -982278.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -982300.687500 Penalty: 3197.727539
	Iteration 21Q: 3 clusters Score -982300.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -982319.875000 Penalty: 3197.727539
	Iteration 22Q: 3 clusters Score -982319.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -982340.000000 Penalty: 3197.727539
	Iteration 23Q: 3 clusters Score -982340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -982351.187500 Penalty: 3197.727539
	Iteration 24Q: 3 clusters Score -982351.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -982365.625000 Penalty: 3197.727539
	Iteration 25Q: 3 clusters Score -982365.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -982374.625000 Penalty: 3197.727539
	Iteration 26Q: 3 clusters Score -982374.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -982389.812500 Penalty: 3197.727539
	Iteration 27Q: 3 clusters Score -982389.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -982395.375000 Penalty: 3197.727539
	Iteration 28Q: 3 clusters Score -982395.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -982405.375000 Penalty: 3197.727539
	Iteration 29Q: 3 clusters Score -982405.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -982416.437500 Penalty: 3197.727539
	Iteration 30Q: 3 clusters Score -982416.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -982423.187500 Penalty: 3197.727539
	Iteration 31Q: 3 clusters Score -982423.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -982429.000000 Penalty: 3197.727539
	Iteration 32Q: 3 clusters Score -982429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -982433.062500 Penalty: 3197.727539
	Iteration 33Q: 3 clusters Score -982433.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -982445.812500 Penalty: 3197.727539
	Iteration 34Q: 3 clusters Score -982445.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -982453.812500 Penalty: 3197.727539
	Iteration 35Q: 3 clusters Score -982453.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -982458.125000 Penalty: 3197.727539
	Iteration 36Q: 3 clusters Score -982458.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -982464.000000 Penalty: 3197.727539
	Iteration 37Q: 3 clusters Score -982464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -982468.562500 Penalty: 3197.727539
	Iteration 38Q: 3 clusters Score -982468.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -982474.250000 Penalty: 3197.727539
	Iteration 39Q: 3 clusters Score -982474.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -982475.562500 Penalty: 3197.727539
	Iteration 40F: 3 clusters Score -982475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -982482.187500 Penalty: 3197.727539
	Iteration 41Q: 3 clusters Score -982482.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -982482.562500 Penalty: 3197.727539
	Iteration 42Q: 3 clusters Score -982482.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -982483.312500 Penalty: 3197.727539
	Iteration 43Q: 3 clusters Score -982483.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -982485.937500 Penalty: 3197.727539
	Iteration 44Q: 3 clusters Score -982485.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -982488.875000 Penalty: 3197.727539
	Iteration 45Q: 3 clusters Score -982488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -982492.125000 Penalty: 3197.727539
	Iteration 46Q: 3 clusters Score -982492.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -982491.437500 Penalty: 3197.727539
	Iteration 47Q: 3 clusters Score -982491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -982490.500000 Penalty: 3197.727539
	Iteration 48Q: 3 clusters Score -982490.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -982490.375000 Penalty: 3197.727539
	Iteration 49Q: 3 clusters Score -982490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -982493.812500 Penalty: 3197.727539
	Iteration 50Q: 3 clusters Score -982493.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -982499.187500 Penalty: 3197.727539
	Iteration 51Q: 3 clusters Score -982499.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -982498.812500 Penalty: 3197.727539
	Iteration 52Q: 3 clusters Score -982498.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -982502.562500 Penalty: 3197.727539
	Iteration 53Q: 3 clusters Score -982502.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -982509.437500 Penalty: 3197.727539
	Iteration 54Q: 3 clusters Score -982509.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -982514.187500 Penalty: 3197.727539
	Iteration 55Q: 3 clusters Score -982514.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -982520.312500 Penalty: 3197.727539
	Iteration 56Q: 3 clusters Score -982520.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -982529.125000 Penalty: 3197.727539
	Iteration 57Q: 3 clusters Score -982529.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -982536.062500 Penalty: 3197.727539
	Iteration 58Q: 3 clusters Score -982536.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -982534.375000 Penalty: 3197.727539
	Iteration 59Q: 3 clusters Score -982534.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -982538.187500 Penalty: 3197.727539
	Iteration 60F: 3 clusters Score -982538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -982541.187500 Penalty: 3197.727539
	Iteration 61Q: 3 clusters Score -982541.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -982541.625000 Penalty: 3197.727539
	Iteration 62Q: 3 clusters Score -982541.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -982541.437500 Penalty: 3197.727539
	Iteration 63Q: 3 clusters Score -982541.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -982546.000000 Penalty: 3197.727539
	Iteration 64Q: 3 clusters Score -982546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -982547.875000 Penalty: 3197.727539
	Iteration 65Q: 3 clusters Score -982547.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -982554.625000 Penalty: 3197.727539
	Iteration 66Q: 3 clusters Score -982554.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -982558.250000 Penalty: 3197.727539
	Iteration 67Q: 3 clusters Score -982558.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -982565.562500 Penalty: 3197.727539
	Iteration 68Q: 3 clusters Score -982565.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -982572.687500 Penalty: 3197.727539
	Iteration 69Q: 3 clusters Score -982572.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -982575.312500 Penalty: 3197.727539
	Iteration 70Q: 3 clusters Score -982575.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -982582.875000 Penalty: 3197.727539
	Iteration 71Q: 3 clusters Score -982582.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -982582.937500 Penalty: 3197.727539
	Iteration 72Q: 3 clusters Score -982582.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -982588.187500 Penalty: 3197.727539
	Iteration 73Q: 3 clusters Score -982588.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -982593.187500 Penalty: 3197.727539
	Iteration 74Q: 3 clusters Score -982593.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -982597.312500 Penalty: 3197.727539
	Iteration 75Q: 3 clusters Score -982597.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -982597.562500 Penalty: 3197.727539
	Iteration 76Q: 3 clusters Score -982597.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -982603.000000 Penalty: 3197.727539
	Iteration 77Q: 3 clusters Score -982603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -982608.125000 Penalty: 3197.727539
	Iteration 78Q: 3 clusters Score -982608.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -982613.937500 Penalty: 3197.727539
	Iteration 79Q: 3 clusters Score -982613.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -982623.187500 Penalty: 3197.727539
	Iteration 80F: 3 clusters Score -982623.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -982626.750000 Penalty: 3197.727539
	Iteration 81Q: 3 clusters Score -982626.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -982634.312500 Penalty: 3197.727539
	Iteration 82Q: 3 clusters Score -982634.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -982639.187500 Penalty: 3197.727539
	Iteration 83Q: 3 clusters Score -982639.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -982647.625000 Penalty: 3197.727539
	Iteration 84Q: 3 clusters Score -982647.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -982654.000000 Penalty: 3197.727539
	Iteration 85Q: 3 clusters Score -982654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -982660.437500 Penalty: 3197.727539
	Iteration 86Q: 3 clusters Score -982660.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -982667.062500 Penalty: 3197.727539
	Iteration 87Q: 3 clusters Score -982667.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -982669.062500 Penalty: 3197.727539
	Iteration 88Q: 3 clusters Score -982669.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -982676.875000 Penalty: 3197.727539
	Iteration 89Q: 3 clusters Score -982676.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -982679.125000 Penalty: 3197.727539
	Iteration 90Q: 3 clusters Score -982679.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -982680.187500 Penalty: 3197.727539
	Iteration 91Q: 3 clusters Score -982680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -982682.062500 Penalty: 3197.727539
	Iteration 92Q: 3 clusters Score -982682.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -982686.250000 Penalty: 3197.727539
	Iteration 93Q: 3 clusters Score -982686.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -982698.375000 Penalty: 3197.727539
	Iteration 94Q: 3 clusters Score -982698.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -982697.187500 Penalty: 3197.727539
	Iteration 95Q: 3 clusters Score -982697.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -982701.250000 Penalty: 3197.727539
	Iteration 96Q: 3 clusters Score -982701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -982703.500000 Penalty: 3197.727539
	Iteration 97Q: 3 clusters Score -982703.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -982705.625000 Penalty: 3197.727539
	Iteration 98Q: 3 clusters Score -982705.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -982708.625000 Penalty: 3197.727539
	Iteration 99Q: 3 clusters Score -982708.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -982712.812500 Penalty: 3197.727539
	Iteration 100F: 3 clusters Score -982712.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -982720.187500 Penalty: 3197.727539
	Iteration 101Q: 3 clusters Score -982720.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -982729.125000 Penalty: 3197.727539
	Iteration 102Q: 3 clusters Score -982729.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -982733.250000 Penalty: 3197.727539
	Iteration 103Q: 3 clusters Score -982733.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -982743.875000 Penalty: 3197.727539
	Iteration 104Q: 3 clusters Score -982743.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -982753.062500 Penalty: 3197.727539
	Iteration 105Q: 3 clusters Score -982753.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -982761.687500 Penalty: 3197.727539
	Iteration 106Q: 3 clusters Score -982761.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -982775.500000 Penalty: 3197.727539
	Iteration 107Q: 3 clusters Score -982775.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -982787.250000 Penalty: 3197.727539
	Iteration 108Q: 3 clusters Score -982787.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -982801.875000 Penalty: 3197.727539
	Iteration 109Q: 3 clusters Score -982801.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -982811.875000 Penalty: 3197.727539
	Iteration 110Q: 3 clusters Score -982811.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -982824.562500 Penalty: 3197.727539
	Iteration 111Q: 3 clusters Score -982824.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -982835.437500 Penalty: 3197.727539
	Iteration 112Q: 3 clusters Score -982835.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -982844.375000 Penalty: 3197.727539
	Iteration 113Q: 3 clusters Score -982844.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -982853 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -982865.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -982874.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -982888.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -982898.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -982919.9 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -982939.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -982962.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -982992.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -983026.4 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -983058.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -983089.9 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -983123.1 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -983150.8 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -983179.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -983204.9 nChanged 127
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Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -983267.4 nChanged 152
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Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -983313.3 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -983369.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -983429.8 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -983501.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -983580.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -983647.4 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -983700.2 nChanged 145
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Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -983756 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -983812.4 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -983854.4 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -983878.6 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -983897.1 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -983915.1 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -983930.6 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -983944.5 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -983956.4 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -983966.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -983975.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -983984.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -983988.2 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -983994.5 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -984000.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -984004.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -984015.2 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -984017.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -984020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -984025.4 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16926 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -984028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -984031.312500 Penalty: 3197.727539
	Iteration 160F: 3 clusters Score -984031.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -984034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -984035.062500 Penalty: 3197.727539
	Iteration 162Q: 3 clusters Score -984035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -984038.687500 Penalty: 3197.727539
	Iteration 163Q: 3 clusters Score -984038.7 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -984038.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -984042.562500 Penalty: 3197.727539
	Iteration 165Q: 3 clusters Score -984042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -984042.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -984047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -984050.1 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17049 members 
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Entering Unmasked Estep 
Score: -984053.687500 Penalty: 3197.727539
	Iteration 169Q: 3 clusters Score -984053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -984055.9 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17071 members 
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Entering Unmasked Estep 
Score: -984059.812500 Penalty: 3197.727539
	Iteration 171Q: 3 clusters Score -984059.8 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17083 members 
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Entering Unmasked Estep 
Score: -984063.187500 Penalty: 3197.727539
	Iteration 172Q: 3 clusters Score -984063.2 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -984065.750000 Penalty: 3197.727539
	Iteration 173Q: 3 clusters Score -984065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -984071.000000 Penalty: 3197.727539
	Iteration 174Q: 3 clusters Score -984071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -984070.437500 Penalty: 3197.727539
	Iteration 175Q: 3 clusters Score -984070.4 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -984072.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -984076.5 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -984079.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -984085.312500 Penalty: 3197.727539
	Iteration 179Q: 3 clusters Score -984085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -984088.687500 Penalty: 3197.727539
	Iteration 180F: 3 clusters Score -984088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -984088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
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Entering Unmasked Estep 
Score: -984091.937500 Penalty: 3197.727539
	Iteration 182Q: 3 clusters Score -984091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -984094.250000 Penalty: 3197.727539
	Iteration 183Q: 3 clusters Score -984094.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
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Entering Unmasked Estep 
Score: -984100.312500 Penalty: 3197.727539
	Iteration 184Q: 3 clusters Score -984100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -984101.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -984104.062500 Penalty: 3197.727539
	Iteration 186Q: 3 clusters Score -984104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -984106.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -984108.312500 Penalty: 3197.727539
	Iteration 188Q: 3 clusters Score -984108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -984110.625000 Penalty: 3197.727539
	Iteration 189Q: 3 clusters Score -984110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -984113.000000 Penalty: 3197.727539
	Iteration 190Q: 3 clusters Score -984113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -984119.250000 Penalty: 3197.727539
	Iteration 191Q: 3 clusters Score -984119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -984121.562500 Penalty: 3197.727539
	Iteration 192Q: 3 clusters Score -984121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -984124.937500 Penalty: 3197.727539
	Iteration 193Q: 3 clusters Score -984124.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -984130.125000 Penalty: 3197.727539
	Iteration 194Q: 3 clusters Score -984130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -984131.250000 Penalty: 3197.727539
	Iteration 195Q: 3 clusters Score -984131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -984133.812500 Penalty: 3197.727539
	Iteration 196Q: 3 clusters Score -984133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -984134.500000 Penalty: 3197.727539
	Iteration 197Q: 3 clusters Score -984134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -984135.500000 Penalty: 3197.727539
	Iteration 198Q: 3 clusters Score -984135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -984135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -984134.625000 Penalty: 3197.727539
	Iteration 200F: 3 clusters Score -984134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -984136.125000 Penalty: 3197.727539
	Iteration 201Q: 3 clusters Score -984136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -984136.750000 Penalty: 3197.727539
	Iteration 202Q: 3 clusters Score -984136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -984136.937500 Penalty: 3197.727539
	Iteration 203Q: 3 clusters Score -984136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -984138.875000 Penalty: 3197.727539
	Iteration 204Q: 3 clusters Score -984138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -984138.437500 Penalty: 3197.727539
	Iteration 205Q: 3 clusters Score -984138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -984136.250000 Penalty: 3197.727539
	Iteration 206Q: 3 clusters Score -984136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -984136.250000 Penalty: 3197.727539
	Iteration 207F: 3 clusters Score -984136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -336032.937500 Penalty: 1435.887085
	Iteration 0F: 2 clusters Score -336032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -330910.750000 Penalty: 2871.774170
	Iteration 0F: 3 clusters Score -330910.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -332367.281250 Penalty: 2871.774170
	Iteration 1F: 3 clusters Score -332367.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -332584.375000 Penalty: 2871.774170
	Iteration 2F: 3 clusters Score -332584.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -332771.437500 Penalty: 2871.774170
	Iteration 3F: 3 clusters Score -332771.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -332967.500000 Penalty: 2871.774170
	Iteration 4Q: 3 clusters Score -332967.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -333241.000000 Penalty: 2871.774170
	Iteration 5Q: 3 clusters Score -333241 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -333577.968750 Penalty: 2871.774170
	Iteration 6F: 3 clusters Score -333578 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -333906.062500 Penalty: 2871.774170
	Iteration 7F: 3 clusters Score -333906.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -334200.687500 Penalty: 2871.774170
	Iteration 8F: 3 clusters Score -334200.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -334419.937500 Penalty: 2871.774170
	Iteration 9F: 3 clusters Score -334419.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -334583.812500 Penalty: 2871.774170
	Iteration 10Q: 3 clusters Score -334583.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -334697.593750 Penalty: 2871.774170
	Iteration 11Q: 3 clusters Score -334697.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -334779.781250 Penalty: 2871.774170
	Iteration 12Q: 3 clusters Score -334779.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -334833.156250 Penalty: 2871.774170
	Iteration 13Q: 3 clusters Score -334833.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -334891.625000 Penalty: 2871.774170
	Iteration 14Q: 3 clusters Score -334891.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -334958.500000 Penalty: 2871.774170
	Iteration 15Q: 3 clusters Score -334958.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -335011.531250 Penalty: 2871.774170
	Iteration 16Q: 3 clusters Score -335011.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -335075.875000 Penalty: 2871.774170
	Iteration 17Q: 3 clusters Score -335075.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -335139.437500 Penalty: 2871.774170
	Iteration 18Q: 3 clusters Score -335139.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -335193.062500 Penalty: 2871.774170
	Iteration 19Q: 3 clusters Score -335193.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -335237.000000 Penalty: 2871.774170
	Iteration 20F: 3 clusters Score -335237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -335279.343750 Penalty: 2871.774170
	Iteration 21Q: 3 clusters Score -335279.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -335306.625000 Penalty: 2871.774170
	Iteration 22Q: 3 clusters Score -335306.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -335339.906250 Penalty: 2871.774170
	Iteration 23Q: 3 clusters Score -335339.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -335372.500000 Penalty: 2871.774170
	Iteration 24Q: 3 clusters Score -335372.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -335409.062500 Penalty: 2871.774170
	Iteration 25Q: 3 clusters Score -335409.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -335440.125000 Penalty: 2871.774170
	Iteration 26Q: 3 clusters Score -335440.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -335457.062500 Penalty: 2871.774170
	Iteration 27Q: 3 clusters Score -335457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -335468.656250 Penalty: 2871.774170
	Iteration 28Q: 3 clusters Score -335468.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -335477.812500 Penalty: 2871.774170
	Iteration 29Q: 3 clusters Score -335477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -335481.593750 Penalty: 2871.774170
	Iteration 30Q: 3 clusters Score -335481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -335485.437500 Penalty: 2871.774170
	Iteration 31Q: 3 clusters Score -335485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -335487.156250 Penalty: 2871.774170
	Iteration 32Q: 3 clusters Score -335487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -335491.031250 Penalty: 2871.774170
	Iteration 33Q: 3 clusters Score -335491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -335492.156250 Penalty: 2871.774170
	Iteration 34Q: 3 clusters Score -335492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -335494.250000 Penalty: 2871.774170
	Iteration 35Q: 3 clusters Score -335494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -335495.437500 Penalty: 2871.774170
	Iteration 36Q: 3 clusters Score -335495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -335495.375000 Penalty: 2871.774170
	Iteration 37Q: 3 clusters Score -335495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -335496.750000 Penalty: 2871.774170
	Iteration 38Q: 3 clusters Score -335496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -335497.812500 Penalty: 2871.774170
	Iteration 39Q: 3 clusters Score -335497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -335497.812500 Penalty: 2871.774170
	Iteration 40F: 3 clusters Score -335497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -105312.023438 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -105312 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 997 members 
Entering Unmasked Estep 
Score: -103126.914062 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -103126.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -103574.273438 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -103574.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -103688.148438 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -103688.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -103759.054688 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -103759.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -103798.742188 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -103798.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -103819.804688 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -103819.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -103831.968750 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -103832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -103848.671875 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -103848.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -103868.101562 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -103868.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -103889.335938 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -103889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103900.718750 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -103900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -103914.468750 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -103914.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103922.664062 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -103922.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -103932.054688 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -103932.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103945.312500 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -103945.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -103955.632812 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -103955.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103964.414062 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -103964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -103971.234375 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -103971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103976.875000 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -103976.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103983.679688 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -103983.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103991.132812 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -103991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103995.187500 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -103995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104000.234375 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -104000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104005.593750 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -104005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104011.351562 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -104011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104020.437500 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -104020.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104025.750000 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -104025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104031.953125 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -104032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104037.320312 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -104037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104042.320312 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -104042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104045.703125 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -104045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104047.539062 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -104047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104047.796875 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -104047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104047.796875 Penalty: 2483.664551
	Iteration 33F: 3 clusters Score -104047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Entering Unmasked Estep 
Score: -1556956.500000 Penalty: 1672.897217
	Iteration 0F: 2 clusters Score -1556956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1537038.250000 Penalty: 3345.794434
	Iteration 0F: 3 clusters Score -1537038 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1544340.125000 Penalty: 3345.794434
	Iteration 1F: 3 clusters Score -1544340 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1544665.500000 Penalty: 3345.794434
	Iteration 2Q: 3 clusters Score -1544666 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1544967.875000 Penalty: 3345.794434
	Iteration 3Q: 3 clusters Score -1544968 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1545282.000000 Penalty: 3345.794434
	Iteration 4Q: 3 clusters Score -1545282 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1545647.500000 Penalty: 3345.794434
	Iteration 5Q: 3 clusters Score -1545648 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1546114.625000 Penalty: 3345.794434
	Iteration 6Q: 3 clusters Score -1546115 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1546768.500000 Penalty: 3345.794434
	Iteration 7Q: 3 clusters Score -1546768 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1547671.625000 Penalty: 3345.794434
	Iteration 8F: 3 clusters Score -1547672 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -1550250 nChanged 1714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -1551339 nChanged 1331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1551906.375000 Penalty: 3345.794434
	Iteration 12Q: 3 clusters Score -1551906 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1552163 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1552296 nChanged 370
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Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1552354 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1552397 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1552429 nChanged 197
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Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1552450 nChanged 164
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Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1552473 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1552484 nChanged 129
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Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1552500 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1552511.000000 Penalty: 3345.794434
	Iteration 22Q: 3 clusters Score -1552511 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1552521.375000 Penalty: 3345.794434
	Iteration 23Q: 3 clusters Score -1552521 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1552528 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1552531 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1552542 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1552539 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1552561 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1552563 nChanged 64
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Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1552566 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1552568 nChanged 61
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Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1552570 nChanged 59
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Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1552572 nChanged 56
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Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1552575 nChanged 57
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Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1552582 nChanged 48
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Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1552580 nChanged 53
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Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1552587 nChanged 47
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Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1552586 nChanged 53
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Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1552595 nChanged 58
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Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1552600 nChanged 60
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Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1552602 nChanged 68
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Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1552611 nChanged 75
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Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1552620 nChanged 72
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Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1552621 nChanged 85
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1552630 nChanged 82
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Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1552639 nChanged 86
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Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1552645 nChanged 91
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Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1552661 nChanged 126
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Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1552691 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1552732 nChanged 209
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Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1552795 nChanged 248
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Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1552860 nChanged 293
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Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1552966 nChanged 369
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Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 18485 members 
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	Iteration 54Q: 3 clusters Score -1553117 nChanged 399
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Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 18862 members 
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	Iteration 55Q: 3 clusters Score -1553309 nChanged 423
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Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 19277 members 
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	Iteration 56Q: 3 clusters Score -1553507 nChanged 452
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Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1553704 nChanged 433
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Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 20148 members 
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	Iteration 58Q: 3 clusters Score -1553873 nChanged 380
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Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1554023 nChanged 376
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Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 20896 members 
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	Iteration 60F: 3 clusters Score -1554146 nChanged 348
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Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 21244 members 
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	Iteration 61Q: 3 clusters Score -1554263 nChanged 317
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 21561 members 
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	Iteration 62Q: 3 clusters Score -1554359 nChanged 317
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Mstep: Class 1 contains 7701 members 
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	Iteration 63Q: 3 clusters Score -1554461 nChanged 302
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Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1554544 nChanged 273
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Mstep: Class 1 contains 7130 members 
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	Iteration 65Q: 3 clusters Score -1554616 nChanged 237
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Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 22684 members 
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	Iteration 66Q: 3 clusters Score -1554672 nChanged 235
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Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 22917 members 
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	Iteration 67Q: 3 clusters Score -1554733 nChanged 231
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Mstep: Class 1 contains 6429 members 
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	Iteration 68Q: 3 clusters Score -1554793 nChanged 211
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Mstep: Class 1 contains 6218 members 
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	Iteration 69Q: 3 clusters Score -1554849 nChanged 201
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Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1554896 nChanged 187
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Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1554938 nChanged 175
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 23920 members 
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	Iteration 72Q: 3 clusters Score -1554983 nChanged 192
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1555034 nChanged 188
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Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 24300 members 
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	Iteration 74Q: 3 clusters Score -1555086 nChanged 184
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Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 24484 members 
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	Iteration 75Q: 3 clusters Score -1555128 nChanged 167
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Mstep: Class 1 contains 4926 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1555174 nChanged 164
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Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 24815 members 
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	Iteration 77Q: 3 clusters Score -1555218 nChanged 156
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Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 24971 members 
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	Iteration 78Q: 3 clusters Score -1555262 nChanged 120
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 25091 members 
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	Iteration 79Q: 3 clusters Score -1555288 nChanged 127
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Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1555314 nChanged 126
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Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1555345 nChanged 121
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Mstep: Class 1 contains 4112 members 
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	Iteration 82Q: 3 clusters Score -1555363 nChanged 100
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 25565 members 
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	Iteration 83Q: 3 clusters Score -1555388 nChanged 103
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Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1555407 nChanged 81
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1555422 nChanged 71
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Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1555439 nChanged 64
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Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1555457 nChanged 67
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Mstep: Class 1 contains 3626 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1555463 nChanged 46
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Mstep: Class 1 contains 3580 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1555476 nChanged 36
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Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1555480 nChanged 39
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Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1555479 nChanged 43
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1555489 nChanged 32
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Mstep: Class 1 contains 3430 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1555494 nChanged 42
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Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 26187 members 
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	Iteration 94Q: 3 clusters Score -1555498 nChanged 34
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Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1555500 nChanged 27
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Mstep: Class 1 contains 3331 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1555501 nChanged 24
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Mstep: Class 1 contains 3307 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1555504 nChanged 20
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Mstep: Class 1 contains 3287 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1555507 nChanged 20
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Mstep: Class 1 contains 3267 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1555510 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -1555517.000000 Penalty: 3345.794434
	Iteration 100F: 3 clusters Score -1555517 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3216 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1555523 nChanged 31
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -1555520.250000 Penalty: 3345.794434
	Iteration 102Q: 3 clusters Score -1555520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -1555525.625000 Penalty: 3345.794434
	Iteration 103Q: 3 clusters Score -1555526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -1555526.750000 Penalty: 3345.794434
	Iteration 104Q: 3 clusters Score -1555527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -1555532.375000 Penalty: 3345.794434
	Iteration 105Q: 3 clusters Score -1555532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -1555535.375000 Penalty: 3345.794434
	Iteration 106Q: 3 clusters Score -1555535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -1555539.375000 Penalty: 3345.794434
	Iteration 107Q: 3 clusters Score -1555539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -1555538.250000 Penalty: 3345.794434
	Iteration 108Q: 3 clusters Score -1555538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1555538.000000 Penalty: 3345.794434
	Iteration 109Q: 3 clusters Score -1555538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -1555542.250000 Penalty: 3345.794434
	Iteration 110Q: 3 clusters Score -1555542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -1555543.500000 Penalty: 3345.794434
	Iteration 111Q: 3 clusters Score -1555544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -1555550.375000 Penalty: 3345.794434
	Iteration 112Q: 3 clusters Score -1555550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -1555552.875000 Penalty: 3345.794434
	Iteration 113Q: 3 clusters Score -1555553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -1555552.625000 Penalty: 3345.794434
	Iteration 114Q: 3 clusters Score -1555553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -1555552.500000 Penalty: 3345.794434
	Iteration 115Q: 3 clusters Score -1555552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -1555551.625000 Penalty: 3345.794434
	Iteration 116Q: 3 clusters Score -1555552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -1555553.750000 Penalty: 3345.794434
	Iteration 117Q: 3 clusters Score -1555554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -1555555.125000 Penalty: 3345.794434
	Iteration 118Q: 3 clusters Score -1555555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -1555560.875000 Penalty: 3345.794434
	Iteration 119Q: 3 clusters Score -1555561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -1555563.000000 Penalty: 3345.794434
	Iteration 120F: 3 clusters Score -1555563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -1555564.875000 Penalty: 3345.794434
	Iteration 121Q: 3 clusters Score -1555565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -1555564.625000 Penalty: 3345.794434
	Iteration 122Q: 3 clusters Score -1555565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1555565.750000 Penalty: 3345.794434
	Iteration 123Q: 3 clusters Score -1555566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -1555568.125000 Penalty: 3345.794434
	Iteration 124Q: 3 clusters Score -1555568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -1555567.625000 Penalty: 3345.794434
	Iteration 125Q: 3 clusters Score -1555568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -1555567.750000 Penalty: 3345.794434
	Iteration 126Q: 3 clusters Score -1555568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -1555571.875000 Penalty: 3345.794434
	Iteration 127Q: 3 clusters Score -1555572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -1555572.000000 Penalty: 3345.794434
	Iteration 128Q: 3 clusters Score -1555572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -1555572.750000 Penalty: 3345.794434
	Iteration 129Q: 3 clusters Score -1555573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -1555573.750000 Penalty: 3345.794434
	Iteration 130Q: 3 clusters Score -1555574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -1555574.375000 Penalty: 3345.794434
	Iteration 131Q: 3 clusters Score -1555574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -1555573.375000 Penalty: 3345.794434
	Iteration 132Q: 3 clusters Score -1555573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -1555573.500000 Penalty: 3345.794434
	Iteration 133Q: 3 clusters Score -1555574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -1555575.375000 Penalty: 3345.794434
	Iteration 134Q: 3 clusters Score -1555575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -1555575.375000 Penalty: 3345.794434
	Iteration 135F: 3 clusters Score -1555575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Entering Unmasked Estep 
Score: -2165526.250000 Penalty: 1726.456299
	Iteration 0F: 2 clusters Score -2165526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2138074.750000 Penalty: 3452.912598
	Iteration 0F: 3 clusters Score -2138075 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2148644.500000 Penalty: 3452.912598
	Iteration 1F: 3 clusters Score -2148644 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2148958.750000 Penalty: 3452.912598
	Iteration 2Q: 3 clusters Score -2148959 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2149291.250000 Penalty: 3452.912598
	Iteration 3Q: 3 clusters Score -2149291 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2149676.750000 Penalty: 3452.912598
	Iteration 4Q: 3 clusters Score -2149677 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2150231.000000 Penalty: 3452.912598
	Iteration 5Q: 3 clusters Score -2150231 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2151060.000000 Penalty: 3452.912598
	Iteration 6Q: 3 clusters Score -2151060 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2152277.000000 Penalty: 3452.912598
	Iteration 7F: 3 clusters Score -2152277 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2154047.500000 Penalty: 3452.912598
	Iteration 8F: 3 clusters Score -2154048 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2156293.250000 Penalty: 3452.912598
	Iteration 9F: 3 clusters Score -2156293 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2158629.000000 Penalty: 3452.912598
	Iteration 10F: 3 clusters Score -2158629 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2160762.000000 Penalty: 3452.912598
	Iteration 11F: 3 clusters Score -2160762 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2162291.500000 Penalty: 3452.912598
	Iteration 12Q: 3 clusters Score -2162292 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2163151.250000 Penalty: 3452.912598
	Iteration 13Q: 3 clusters Score -2163151 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2163579.250000 Penalty: 3452.912598
	Iteration 14Q: 3 clusters Score -2163579 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2163819.250000 Penalty: 3452.912598
	Iteration 15Q: 3 clusters Score -2163819 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2163918.000000 Penalty: 3452.912598
	Iteration 16Q: 3 clusters Score -2163918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2163981.750000 Penalty: 3452.912598
	Iteration 17Q: 3 clusters Score -2163982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2164008.000000 Penalty: 3452.912598
	Iteration 18Q: 3 clusters Score -2164008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2164029.250000 Penalty: 3452.912598
	Iteration 19Q: 3 clusters Score -2164029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2164048.250000 Penalty: 3452.912598
	Iteration 20F: 3 clusters Score -2164048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2164066.500000 Penalty: 3452.912598
	Iteration 21Q: 3 clusters Score -2164066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2164077.000000 Penalty: 3452.912598
	Iteration 22Q: 3 clusters Score -2164077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2164089.250000 Penalty: 3452.912598
	Iteration 23Q: 3 clusters Score -2164089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2164089.000000 Penalty: 3452.912598
	Iteration 24Q: 3 clusters Score -2164089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2164089.000000 Penalty: 3452.912598
	Iteration 25F: 3 clusters Score -2164089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 3413 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 54494 members 
Mstep: Class 9 contains 54899 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 56337 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 18754 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 29577 members 
Mstep: Class 20 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26500862.000000 Penalty: 40702.550781
Iteration 39Q: 20 clusters Score -2.650086e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 8 contains 54394 members 
Mstep: Class 9 contains 54285 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 56327 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 18906 members 
Mstep: Class 15 contains 174583 members 
Mstep: Class 16 contains 6899 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 29500 members 
Mstep: Class 20 contains 41584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26501768.000000 Penalty: 40702.550781
Iteration 40F: 20 clusters Score -2.650177e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 8299 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 5105 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 53802 members 
Mstep: Class 9 contains 53590 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 18217 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 18920 members 
Mstep: Class 15 contains 175028 members 
Mstep: Class 16 contains 6926 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 29341 members 
Mstep: Class 20 contains 41961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502264.000000 Penalty: 40702.550781
Iteration 41Q: 20 clusters Score -2.650226e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 53216 members 
Mstep: Class 9 contains 52866 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 56294 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 18953 members 
Mstep: Class 15 contains 175460 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 29253 members 
Mstep: Class 20 contains 42379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502640.000000 Penalty: 40702.550781
Iteration 42Q: 20 clusters Score -2.650264e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 52586 members 
Mstep: Class 9 contains 52099 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 18113 members 
Mstep: Class 12 contains 56303 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 15 contains 175954 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 29224 members 
Mstep: Class 20 contains 42819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503128.000000 Penalty: 40702.550781
Iteration 43Q: 20 clusters Score -2.650313e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 3035 members 
Mstep: Class 8 contains 51967 members 
Mstep: Class 9 contains 51261 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 18057 members 
Mstep: Class 12 contains 56327 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 19052 members 
Mstep: Class 15 contains 176528 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 29238 members 
Mstep: Class 20 contains 43249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503464.000000 Penalty: 40702.550781
Iteration 44Q: 20 clusters Score -2.650346e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 7859 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 5901 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 51288 members 
Mstep: Class 9 contains 50326 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 17997 members 
Mstep: Class 12 contains 56371 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 177188 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 29284 members 
Mstep: Class 20 contains 43741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503932.000000 Penalty: 40702.550781
Iteration 45Q: 20 clusters Score -2.650393e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 7983 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 3346 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 50585 members 
Mstep: Class 9 contains 49337 members 
Mstep: Class 10 contains 5176 members 
Mstep: Class 11 contains 17929 members 
Mstep: Class 12 contains 56421 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 19150 members 
Mstep: Class 15 contains 177918 members 
Mstep: Class 16 contains 7007 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 29291 members 
Mstep: Class 20 contains 44288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26504342.000000 Penalty: 40702.550781
Iteration 46Q: 20 clusters Score -2.650434e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 3082 members 
Mstep: Class 8 contains 49901 members 
Mstep: Class 9 contains 48317 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 17868 members 
Mstep: Class 12 contains 56468 members 
Mstep: Class 13 contains 1605 members 
Mstep: Class 14 contains 19177 members 
Mstep: Class 15 contains 178666 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 29328 members 
Mstep: Class 20 contains 44840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26504848.000000 Penalty: 40702.550781
Iteration 47Q: 20 clusters Score -2.650485e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 8193 members 
Mstep: Class 3 contains 8150 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 49221 members 
Mstep: Class 9 contains 47239 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 56509 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 19216 members 
Mstep: Class 15 contains 179457 members 
Mstep: Class 16 contains 7058 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 29397 members 
Mstep: Class 20 contains 45425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505306.000000 Penalty: 40702.550781
Iteration 48Q: 20 clusters Score -2.650531e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 8 contains 48549 members 
Mstep: Class 9 contains 46119 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 56558 members 
Mstep: Class 13 contains 1597 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 180304 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 29489 members 
Mstep: Class 20 contains 46015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505644.000000 Penalty: 40702.550781
Iteration 49Q: 20 clusters Score -2.650564e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 8266 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 47792 members 
Mstep: Class 9 contains 44923 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 17709 members 
Mstep: Class 12 contains 56651 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 19281 members 
Mstep: Class 15 contains 181192 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 29609 members 
Mstep: Class 20 contains 46675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26506238.000000 Penalty: 40702.550781
Iteration 50Q: 20 clusters Score -2.650624e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 7024 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 46994 members 
Mstep: Class 9 contains 43708 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 17663 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 1574 members 
Mstep: Class 14 contains 19310 members 
Mstep: Class 15 contains 182172 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 29738 members 
Mstep: Class 20 contains 47403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26506702.000000 Penalty: 40702.550781
Iteration 51Q: 20 clusters Score -2.65067e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 8363 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 46177 members 
Mstep: Class 9 contains 42514 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 17625 members 
Mstep: Class 12 contains 56778 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 14 contains 19322 members 
Mstep: Class 15 contains 183091 members 
Mstep: Class 16 contains 7138 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 29885 members 
Mstep: Class 20 contains 48162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507224.000000 Penalty: 40702.550781
Iteration 52Q: 20 clusters Score -2.650722e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 8125 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 7327 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 45358 members 
Mstep: Class 9 contains 41241 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 17610 members 
Mstep: Class 12 contains 56846 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 19354 members 
Mstep: Class 15 contains 184049 members 
Mstep: Class 16 contains 7165 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 30032 members 
Mstep: Class 20 contains 48943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507974.000000 Penalty: 40702.550781
Iteration 53Q: 20 clusters Score -2.650797e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 44531 members 
Mstep: Class 9 contains 39961 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 56888 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 19368 members 
Mstep: Class 15 contains 185061 members 
Mstep: Class 16 contains 7187 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 30199 members 
Mstep: Class 20 contains 49763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508420.000000 Penalty: 40702.550781
Iteration 54Q: 20 clusters Score -2.650842e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 43706 members 
Mstep: Class 9 contains 38637 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 17586 members 
Mstep: Class 12 contains 56947 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 186110 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 30349 members 
Mstep: Class 20 contains 50597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508866.000000 Penalty: 40702.550781
Iteration 55Q: 20 clusters Score -2.650887e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 8104 members 
Mstep: Class 3 contains 8565 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 7691 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 8 contains 42905 members 
Mstep: Class 9 contains 37296 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 56982 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 14 contains 19404 members 
Mstep: Class 15 contains 187128 members 
Mstep: Class 16 contains 7226 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 30533 members 
Mstep: Class 20 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26509388.000000 Penalty: 40702.550781
Iteration 56Q: 20 clusters Score -2.650939e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 8599 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 7778 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 42116 members 
Mstep: Class 9 contains 35909 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 57010 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 19406 members 
Mstep: Class 15 contains 188211 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 30729 members 
Mstep: Class 20 contains 52305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26509992.000000 Penalty: 40702.550781
Iteration 57Q: 20 clusters Score -2.650999e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 8 contains 41343 members 
Mstep: Class 9 contains 34558 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 11 contains 17557 members 
Mstep: Class 12 contains 57001 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 19413 members 
Mstep: Class 15 contains 189350 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 30901 members 
Mstep: Class 20 contains 53130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26510480.000000 Penalty: 40702.550781
Iteration 58Q: 20 clusters Score -2.651048e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 8081 members 
Mstep: Class 3 contains 8653 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 40580 members 
Mstep: Class 9 contains 33136 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 17535 members 
Mstep: Class 12 contains 56960 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 19435 members 
Mstep: Class 15 contains 190638 members 
Mstep: Class 16 contains 7277 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 31056 members 
Mstep: Class 20 contains 53934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2130.338379 but Gain 2142.242188
Score: -26510844.000000 Penalty: 38560.308594
Iteration 59Q: 19 clusters Score -2.651084e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 8076 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 31684 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 17531 members 
Mstep: Class 12 contains 56878 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 19466 members 
Mstep: Class 15 contains 193746 members 
Mstep: Class 16 contains 7289 members 
Mstep: Class 17 contains 1731 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 20 contains 54717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26513460.000000 Penalty: 38560.308594
Iteration 60F: 19 clusters Score -2.651346e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 8081 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 3286 members 
Mstep: Class 8 contains 39073 members 
Mstep: Class 9 contains 30052 members 
Mstep: Class 10 contains 4249 members 
Mstep: Class 11 contains 17535 members 
Mstep: Class 12 contains 56718 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 19500 members 
Mstep: Class 15 contains 195232 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 31381 members 
Mstep: Class 20 contains 55494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514032.000000 Penalty: 38560.308594
Iteration 61Q: 19 clusters Score -2.651403e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 8085 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 5 contains 3261 members 
Mstep: Class 6 contains 8152 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 38357 members 
Mstep: Class 9 contains 28420 members 
Mstep: Class 10 contains 4212 members 
Mstep: Class 11 contains 17529 members 
Mstep: Class 12 contains 56571 members 
Mstep: Class 13 contains 1514 members 
Mstep: Class 14 contains 19526 members 
Mstep: Class 15 contains 196716 members 
Mstep: Class 16 contains 7347 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 31568 members 
Mstep: Class 20 contains 56236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514562.000000 Penalty: 38560.308594
Iteration 62Q: 19 clusters Score -2.651456e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 8733 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 37687 members 
Mstep: Class 9 contains 26882 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 11 contains 17516 members 
Mstep: Class 12 contains 56370 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 19545 members 
Mstep: Class 15 contains 198155 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 31775 members 
Mstep: Class 20 contains 56949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515058.000000 Penalty: 38560.308594
Iteration 63Q: 19 clusters Score -2.651506e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 8081 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 37083 members 
Mstep: Class 9 contains 25290 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 17526 members 
Mstep: Class 12 contains 56139 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 19572 members 
Mstep: Class 15 contains 199674 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 31967 members 
Mstep: Class 20 contains 57606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515604.000000 Penalty: 38560.308594
Iteration 64Q: 19 clusters Score -2.65156e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 36496 members 
Mstep: Class 9 contains 23723 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 17518 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 19591 members 
Mstep: Class 15 contains 201272 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 32166 members 
Mstep: Class 20 contains 58226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516180.000000 Penalty: 38560.308594
Iteration 65Q: 19 clusters Score -2.651618e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 8081 members 
Mstep: Class 3 contains 8781 members 
Mstep: Class 5 contains 3253 members 
Mstep: Class 6 contains 8379 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 35982 members 
Mstep: Class 9 contains 22252 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 55507 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 19630 members 
Mstep: Class 15 contains 202782 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 32370 members 
Mstep: Class 20 contains 58751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516682.000000 Penalty: 38560.308594
Iteration 66Q: 19 clusters Score -2.651668e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 8085 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 8412 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 35457 members 
Mstep: Class 9 contains 20816 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 17476 members 
Mstep: Class 12 contains 55152 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 19672 members 
Mstep: Class 15 contains 204293 members 
Mstep: Class 16 contains 7419 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 20 contains 59297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26517040.000000 Penalty: 38560.308594
Iteration 67Q: 19 clusters Score -2.651704e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 8087 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 5 contains 3253 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 35018 members 
Mstep: Class 9 contains 19421 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 17448 members 
Mstep: Class 12 contains 54780 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 19703 members 
Mstep: Class 15 contains 205812 members 
Mstep: Class 16 contains 7436 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 32781 members 
Mstep: Class 20 contains 59759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26517638.000000 Penalty: 38560.308594
Iteration 68Q: 19 clusters Score -2.651764e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 5 contains 3253 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 8 contains 34632 members 
Mstep: Class 9 contains 18124 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 17428 members 
Mstep: Class 12 contains 54368 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 19716 members 
Mstep: Class 15 contains 207247 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 32964 members 
Mstep: Class 20 contains 60194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518016.000000 Penalty: 38560.308594
Iteration 69Q: 19 clusters Score -2.651802e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 5 contains 3253 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 34231 members 
Mstep: Class 9 contains 16991 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 17401 members 
Mstep: Class 12 contains 53927 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 19739 members 
Mstep: Class 15 contains 208571 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 33161 members 
Mstep: Class 20 contains 60596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518396.000000 Penalty: 38560.308594
Iteration 70Q: 19 clusters Score -2.65184e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 8838 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 33851 members 
Mstep: Class 9 contains 15936 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 17386 members 
Mstep: Class 12 contains 53463 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 19766 members 
Mstep: Class 15 contains 209828 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 33380 members 
Mstep: Class 20 contains 60951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518652.000000 Penalty: 38560.308594
Iteration 71Q: 19 clusters Score -2.651865e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 33510 members 
Mstep: Class 9 contains 14973 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 12 contains 52943 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 19800 members 
Mstep: Class 15 contains 211044 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 33620 members 
Mstep: Class 20 contains 61277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518938.000000 Penalty: 38560.308594
Iteration 72Q: 19 clusters Score -2.651894e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 8861 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 8 contains 33158 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 52399 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 19836 members 
Mstep: Class 15 contains 212237 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 18 contains 33820 members 
Mstep: Class 20 contains 61617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519330.000000 Penalty: 38560.308594
Iteration 73Q: 19 clusters Score -2.651933e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 8870 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 8 contains 32825 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 17335 members 
Mstep: Class 12 contains 51864 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 19854 members 
Mstep: Class 15 contains 213298 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 34025 members 
Mstep: Class 20 contains 61956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519544.000000 Penalty: 38560.308594
Iteration 74Q: 19 clusters Score -2.651954e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 8141 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 5 contains 3244 members 
Mstep: Class 6 contains 8609 members 
Mstep: Class 7 contains 3424 members 
Mstep: Class 8 contains 32513 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 51301 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 19877 members 
Mstep: Class 15 contains 214324 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 34237 members 
Mstep: Class 20 contains 62270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519870.000000 Penalty: 38560.308594
Iteration 75Q: 19 clusters Score -2.651987e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 5 contains 3244 members 
Mstep: Class 6 contains 8621 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 32217 members 
Mstep: Class 9 contains 11777 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 17302 members 
Mstep: Class 12 contains 50757 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 19917 members 
Mstep: Class 15 contains 215348 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 34426 members 
Mstep: Class 20 contains 62566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520070.000000 Penalty: 38560.308594
Iteration 76Q: 19 clusters Score -2.652007e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 3440 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 17292 members 
Mstep: Class 12 contains 50151 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 19947 members 
Mstep: Class 15 contains 216407 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 34620 members 
Mstep: Class 20 contains 62820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520428.000000 Penalty: 38560.308594
Iteration 77Q: 19 clusters Score -2.652043e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 8141 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 5 contains 3247 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 31689 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 19985 members 
Mstep: Class 15 contains 217397 members 
Mstep: Class 16 contains 7450 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 34807 members 
Mstep: Class 20 contains 63070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520806.000000 Penalty: 38560.308594
Iteration 78Q: 19 clusters Score -2.652081e+07 nChanged 2040
Entering ConstructFrom: 
Score: -26520806.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (40374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Entering Unmasked Estep 
Score: -2097484.000000 Penalty: 1723.465576
	Iteration 0F: 2 clusters Score -2097484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2070253.500000 Penalty: 3446.931152
	Iteration 0F: 3 clusters Score -2070254 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2080862.875000 Penalty: 3446.931152
	Iteration 1F: 3 clusters Score -2080863 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2081270.750000 Penalty: 3446.931152
	Iteration 2Q: 3 clusters Score -2081271 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2081746.750000 Penalty: 3446.931152
	Iteration 3Q: 3 clusters Score -2081747 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2082345.125000 Penalty: 3446.931152
	Iteration 4Q: 3 clusters Score -2082345 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2083150.750000 Penalty: 3446.931152
	Iteration 5Q: 3 clusters Score -2083151 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2084308.625000 Penalty: 3446.931152
	Iteration 6F: 3 clusters Score -2084309 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2085971.375000 Penalty: 3446.931152
	Iteration 7F: 3 clusters Score -2085971 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2088349.750000 Penalty: 3446.931152
	Iteration 8F: 3 clusters Score -2088350 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2091048.250000 Penalty: 3446.931152
	Iteration 9F: 3 clusters Score -2091048 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2093367.750000 Penalty: 3446.931152
	Iteration 10F: 3 clusters Score -2093368 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2094791.750000 Penalty: 3446.931152
	Iteration 11Q: 3 clusters Score -2094792 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2095441.625000 Penalty: 3446.931152
	Iteration 12Q: 3 clusters Score -2095442 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2095705.000000 Penalty: 3446.931152
	Iteration 13Q: 3 clusters Score -2095705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2095821.625000 Penalty: 3446.931152
	Iteration 14Q: 3 clusters Score -2095822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2095883.625000 Penalty: 3446.931152
	Iteration 15Q: 3 clusters Score -2095884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2095918.000000 Penalty: 3446.931152
	Iteration 16Q: 3 clusters Score -2095918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2095934.375000 Penalty: 3446.931152
	Iteration 17Q: 3 clusters Score -2095934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2095950.125000 Penalty: 3446.931152
	Iteration 18Q: 3 clusters Score -2095950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2095954.500000 Penalty: 3446.931152
	Iteration 19Q: 3 clusters Score -2095954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2095956.000000 Penalty: 3446.931152
	Iteration 20F: 3 clusters Score -2095956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2095956.250000 Penalty: 3446.931152
	Iteration 21Q: 3 clusters Score -2095956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2095957.000000 Penalty: 3446.931152
	Iteration 22Q: 3 clusters Score -2095957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2095957.000000 Penalty: 3446.931152
	Iteration 23F: 3 clusters Score -2095957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Entering Unmasked Estep 
Score: -407105.531250 Penalty: 1463.258545
	Iteration 0F: 2 clusters Score -407105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -401180.312500 Penalty: 2926.517090
	Iteration 0F: 3 clusters Score -401180.3 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -403062.187500 Penalty: 2926.517090
	Iteration 1F: 3 clusters Score -403062.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -403338.312500 Penalty: 2926.517090
	Iteration 2F: 3 clusters Score -403338.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -403607.093750 Penalty: 2926.517090
	Iteration 3F: 3 clusters Score -403607.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -403880.000000 Penalty: 2926.517090
	Iteration 4F: 3 clusters Score -403880 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -404251.531250 Penalty: 2926.517090
	Iteration 5F: 3 clusters Score -404251.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -404769.156250 Penalty: 2926.517090
	Iteration 6F: 3 clusters Score -404769.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -405404.468750 Penalty: 2926.517090
	Iteration 7F: 3 clusters Score -405404.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -405937.562500 Penalty: 2926.517090
	Iteration 8F: 3 clusters Score -405937.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -406264.062500 Penalty: 2926.517090
	Iteration 9F: 3 clusters Score -406264.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -406448.812500 Penalty: 2926.517090
	Iteration 10Q: 3 clusters Score -406448.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -406536.437500 Penalty: 2926.517090
	Iteration 11Q: 3 clusters Score -406536.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -406580.187500 Penalty: 2926.517090
	Iteration 12Q: 3 clusters Score -406580.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -406600.812500 Penalty: 2926.517090
	Iteration 13Q: 3 clusters Score -406600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -406611.125000 Penalty: 2926.517090
	Iteration 14Q: 3 clusters Score -406611.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -406617.781250 Penalty: 2926.517090
	Iteration 15Q: 3 clusters Score -406617.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -406620.500000 Penalty: 2926.517090
	Iteration 16Q: 3 clusters Score -406620.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -406625.468750 Penalty: 2926.517090
	Iteration 17Q: 3 clusters Score -406625.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -406629.531250 Penalty: 2926.517090
	Iteration 18Q: 3 clusters Score -406629.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -406632.062500 Penalty: 2926.517090
	Iteration 19Q: 3 clusters Score -406632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -406633.406250 Penalty: 2926.517090
	Iteration 20F: 3 clusters Score -406633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -406633.875000 Penalty: 2926.517090
	Iteration 21Q: 3 clusters Score -406633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -406636.125000 Penalty: 2926.517090
	Iteration 22Q: 3 clusters Score -406636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -406637.468750 Penalty: 2926.517090
	Iteration 23Q: 3 clusters Score -406637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -406638.437500 Penalty: 2926.517090
	Iteration 24Q: 3 clusters Score -406638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -406640.750000 Penalty: 2926.517090
	Iteration 25Q: 3 clusters Score -406640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -406640.687500 Penalty: 2926.517090
	Iteration 26Q: 3 clusters Score -406640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -406643.062500 Penalty: 2926.517090
	Iteration 27Q: 3 clusters Score -406643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -406642.625000 Penalty: 2926.517090
	Iteration 28Q: 3 clusters Score -406642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -406643.187500 Penalty: 2926.517090
	Iteration 29Q: 3 clusters Score -406643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -406643.718750 Penalty: 2926.517090
	Iteration 30Q: 3 clusters Score -406643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -406644.187500 Penalty: 2926.517090
	Iteration 31Q: 3 clusters Score -406644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -406644.187500 Penalty: 2926.517090
	Iteration 32F: 3 clusters Score -406644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Entering Unmasked Estep 
Score: -472823.343750 Penalty: 1478.053589
	Iteration 0F: 2 clusters Score -472823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -466340.218750 Penalty: 2956.107178
	Iteration 0F: 3 clusters Score -466340.2 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -468363.656250 Penalty: 2956.107178
	Iteration 1F: 3 clusters Score -468363.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -468634.437500 Penalty: 2956.107178
	Iteration 2F: 3 clusters Score -468634.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -468888.625000 Penalty: 2956.107178
	Iteration 3F: 3 clusters Score -468888.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -469163.125000 Penalty: 2956.107178
	Iteration 4F: 3 clusters Score -469163.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -469466.031250 Penalty: 2956.107178
	Iteration 5F: 3 clusters Score -469466 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -469798.875000 Penalty: 2956.107178
	Iteration 6F: 3 clusters Score -469798.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -470176.312500 Penalty: 2956.107178
	Iteration 7F: 3 clusters Score -470176.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -470522.156250 Penalty: 2956.107178
	Iteration 8F: 3 clusters Score -470522.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -470800.468750 Penalty: 2956.107178
	Iteration 9Q: 3 clusters Score -470800.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -470991.656250 Penalty: 2956.107178
	Iteration 10Q: 3 clusters Score -470991.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -471148.156250 Penalty: 2956.107178
	Iteration 11Q: 3 clusters Score -471148.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -471270.812500 Penalty: 2956.107178
	Iteration 12Q: 3 clusters Score -471270.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -471352.156250 Penalty: 2956.107178
	Iteration 13Q: 3 clusters Score -471352.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -471409.343750 Penalty: 2956.107178
	Iteration 14Q: 3 clusters Score -471409.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -471456.687500 Penalty: 2956.107178
	Iteration 15Q: 3 clusters Score -471456.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -471487.156250 Penalty: 2956.107178
	Iteration 16Q: 3 clusters Score -471487.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -471516.968750 Penalty: 2956.107178
	Iteration 17Q: 3 clusters Score -471517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -471531.562500 Penalty: 2956.107178
	Iteration 18Q: 3 clusters Score -471531.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -471540.187500 Penalty: 2956.107178
	Iteration 19Q: 3 clusters Score -471540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -471546.875000 Penalty: 2956.107178
	Iteration 20F: 3 clusters Score -471546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -471552.875000 Penalty: 2956.107178
	Iteration 21Q: 3 clusters Score -471552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -471560.468750 Penalty: 2956.107178
	Iteration 22Q: 3 clusters Score -471560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -471567.218750 Penalty: 2956.107178
	Iteration 23Q: 3 clusters Score -471567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -471572.968750 Penalty: 2956.107178
	Iteration 24Q: 3 clusters Score -471573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -471576.250000 Penalty: 2956.107178
	Iteration 25Q: 3 clusters Score -471576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -471579.625000 Penalty: 2956.107178
	Iteration 26Q: 3 clusters Score -471579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -471582.093750 Penalty: 2956.107178
	Iteration 27Q: 3 clusters Score -471582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -471587.406250 Penalty: 2956.107178
	Iteration 28Q: 3 clusters Score -471587.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -471591.781250 Penalty: 2956.107178
	Iteration 29Q: 3 clusters Score -471591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -471594.812500 Penalty: 2956.107178
	Iteration 30Q: 3 clusters Score -471594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -471597.468750 Penalty: 2956.107178
	Iteration 31Q: 3 clusters Score -471597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -471598.750000 Penalty: 2956.107178
	Iteration 32Q: 3 clusters Score -471598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -471598.750000 Penalty: 2956.107178
	Iteration 33F: 3 clusters Score -471598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -163587.625000 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -163587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -160699.484375 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -160699.5 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -161417.406250 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -161417.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -161556.218750 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -161556.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -161638.375000 Penalty: 2627.582764
	Iteration 3F: 3 clusters Score -161638.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -161693.171875 Penalty: 2627.582764
	Iteration 4Q: 3 clusters Score -161693.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -161736.531250 Penalty: 2627.582764
	Iteration 5Q: 3 clusters Score -161736.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -161762.671875 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -161762.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -161795.125000 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -161795.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -161830.562500 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -161830.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -161865.640625 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -161865.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -161892.921875 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -161892.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -161920.171875 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -161920.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -161936.468750 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -161936.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -161951.906250 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -161951.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -161972.593750 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -161972.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -161991.031250 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -161991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -162009.625000 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -162009.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -162031.640625 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -162031.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -162052.062500 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -162052.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -162069.734375 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -162069.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -162084.500000 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -162084.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -162099.062500 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -162099.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -162109.984375 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -162110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -162118.593750 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -162118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -162126.218750 Penalty: 2627.582764
	Iteration 24Q: 3 clusters Score -162126.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -162134.031250 Penalty: 2627.582764
	Iteration 25Q: 3 clusters Score -162134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -162141.265625 Penalty: 2627.582764
	Iteration 26Q: 3 clusters Score -162141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -162149.156250 Penalty: 2627.582764
	Iteration 27Q: 3 clusters Score -162149.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -162163.046875 Penalty: 2627.582764
	Iteration 28Q: 3 clusters Score -162163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -162175.875000 Penalty: 2627.582764
	Iteration 29Q: 3 clusters Score -162175.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -162191.078125 Penalty: 2627.582764
	Iteration 30Q: 3 clusters Score -162191.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -162207.015625 Penalty: 2627.582764
	Iteration 31Q: 3 clusters Score -162207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -162226.156250 Penalty: 2627.582764
	Iteration 32Q: 3 clusters Score -162226.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -162242.890625 Penalty: 2627.582764
	Iteration 33Q: 3 clusters Score -162242.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -162256.890625 Penalty: 2627.582764
	Iteration 34Q: 3 clusters Score -162256.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -162265.296875 Penalty: 2627.582764
	Iteration 35Q: 3 clusters Score -162265.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -162275.375000 Penalty: 2627.582764
	Iteration 36Q: 3 clusters Score -162275.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -162284.718750 Penalty: 2627.582764
	Iteration 37Q: 3 clusters Score -162284.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -162292.546875 Penalty: 2627.582764
	Iteration 38Q: 3 clusters Score -162292.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -162299.234375 Penalty: 2627.582764
	Iteration 39Q: 3 clusters Score -162299.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -162306.546875 Penalty: 2627.582764
	Iteration 40F: 3 clusters Score -162306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -162313.375000 Penalty: 2627.582764
	Iteration 41Q: 3 clusters Score -162313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -162323.843750 Penalty: 2627.582764
	Iteration 42Q: 3 clusters Score -162323.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -162332.218750 Penalty: 2627.582764
	Iteration 43Q: 3 clusters Score -162332.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -162341.421875 Penalty: 2627.582764
	Iteration 44Q: 3 clusters Score -162341.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -162347.453125 Penalty: 2627.582764
	Iteration 45Q: 3 clusters Score -162347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -162351.250000 Penalty: 2627.582764
	Iteration 46Q: 3 clusters Score -162351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -162353.734375 Penalty: 2627.582764
	Iteration 47Q: 3 clusters Score -162353.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -162356.750000 Penalty: 2627.582764
	Iteration 48Q: 3 clusters Score -162356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -162360.328125 Penalty: 2627.582764
	Iteration 49Q: 3 clusters Score -162360.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -162366.265625 Penalty: 2627.582764
	Iteration 50Q: 3 clusters Score -162366.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -162373.046875 Penalty: 2627.582764
	Iteration 51Q: 3 clusters Score -162373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -162378.828125 Penalty: 2627.582764
	Iteration 52Q: 3 clusters Score -162378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -162384.031250 Penalty: 2627.582764
	Iteration 53Q: 3 clusters Score -162384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -162386.640625 Penalty: 2627.582764
	Iteration 54Q: 3 clusters Score -162386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -162387.796875 Penalty: 2627.582764
	Iteration 55Q: 3 clusters Score -162387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -162389.703125 Penalty: 2627.582764
	Iteration 56Q: 3 clusters Score -162389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -162391.031250 Penalty: 2627.582764
	Iteration 57Q: 3 clusters Score -162391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -162391.906250 Penalty: 2627.582764
	Iteration 58Q: 3 clusters Score -162391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -162393.546875 Penalty: 2627.582764
	Iteration 59Q: 3 clusters Score -162393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -162393.765625 Penalty: 2627.582764
	Iteration 60F: 3 clusters Score -162393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -162394.031250 Penalty: 2627.582764
	Iteration 61Q: 3 clusters Score -162394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -162394.437500 Penalty: 2627.582764
	Iteration 62Q: 3 clusters Score -162394.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -162394.437500 Penalty: 2627.582764
	Iteration 63F: 3 clusters Score -162394.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -457892.375000 Penalty: 1473.151245
	Iteration 0F: 2 clusters Score -457892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -451655.156250 Penalty: 2946.302490
	Iteration 0F: 3 clusters Score -451655.2 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -453556.937500 Penalty: 2946.302490
	Iteration 1F: 3 clusters Score -453556.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -453768.406250 Penalty: 2946.302490
	Iteration 2F: 3 clusters Score -453768.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -453939.906250 Penalty: 2946.302490
	Iteration 3Q: 3 clusters Score -453939.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -454136.625000 Penalty: 2946.302490
	Iteration 4Q: 3 clusters Score -454136.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -454360.937500 Penalty: 2946.302490
	Iteration 5Q: 3 clusters Score -454360.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -454619.875000 Penalty: 2946.302490
	Iteration 6Q: 3 clusters Score -454619.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -454904.218750 Penalty: 2946.302490
	Iteration 7F: 3 clusters Score -454904.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -455266.750000 Penalty: 2946.302490
	Iteration 8F: 3 clusters Score -455266.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -455669.093750 Penalty: 2946.302490
	Iteration 9F: 3 clusters Score -455669.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -455993.718750 Penalty: 2946.302490
	Iteration 10Q: 3 clusters Score -455993.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -456220.125000 Penalty: 2946.302490
	Iteration 11Q: 3 clusters Score -456220.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -456355.187500 Penalty: 2946.302490
	Iteration 12Q: 3 clusters Score -456355.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -456428.125000 Penalty: 2946.302490
	Iteration 13Q: 3 clusters Score -456428.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -456479.968750 Penalty: 2946.302490
	Iteration 14Q: 3 clusters Score -456480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -456515.593750 Penalty: 2946.302490
	Iteration 15Q: 3 clusters Score -456515.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -456542.250000 Penalty: 2946.302490
	Iteration 16Q: 3 clusters Score -456542.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -456569.718750 Penalty: 2946.302490
	Iteration 17Q: 3 clusters Score -456569.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -456581.250000 Penalty: 2946.302490
	Iteration 18Q: 3 clusters Score -456581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -456595.187500 Penalty: 2946.302490
	Iteration 19Q: 3 clusters Score -456595.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -456604.968750 Penalty: 2946.302490
	Iteration 20F: 3 clusters Score -456605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -456615.593750 Penalty: 2946.302490
	Iteration 21Q: 3 clusters Score -456615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -456621.343750 Penalty: 2946.302490
	Iteration 22Q: 3 clusters Score -456621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -456624.937500 Penalty: 2946.302490
	Iteration 23Q: 3 clusters Score -456624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -456626.062500 Penalty: 2946.302490
	Iteration 24Q: 3 clusters Score -456626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -456626.062500 Penalty: 2946.302490
	Iteration 25F: 3 clusters Score -456626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -158555.265625 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -158555.3 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 1757 members 
Entering Unmasked Estep 
Score: -155484.046875 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -155484 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -156270.125000 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -156270.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -156433.390625 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -156433.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -156534.984375 Penalty: 2648.244873
	Iteration 3F: 3 clusters Score -156535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -156593.593750 Penalty: 2648.244873
	Iteration 4Q: 3 clusters Score -156593.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -156629.968750 Penalty: 2648.244873
	Iteration 5Q: 3 clusters Score -156630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -156658.859375 Penalty: 2648.244873
	Iteration 6Q: 3 clusters Score -156658.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -156687.781250 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -156687.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -156712.921875 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -156712.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -156738.062500 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -156738.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -156763.046875 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -156763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -156785.046875 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -156785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -156802.625000 Penalty: 2648.244873
	Iteration 12Q: 3 clusters Score -156802.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -156818.640625 Penalty: 2648.244873
	Iteration 13Q: 3 clusters Score -156818.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -156833.171875 Penalty: 2648.244873
	Iteration 14Q: 3 clusters Score -156833.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -156849.421875 Penalty: 2648.244873
	Iteration 15Q: 3 clusters Score -156849.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -156863.593750 Penalty: 2648.244873
	Iteration 16Q: 3 clusters Score -156863.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -156878.640625 Penalty: 2648.244873
	Iteration 17Q: 3 clusters Score -156878.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -156894.953125 Penalty: 2648.244873
	Iteration 18Q: 3 clusters Score -156895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -156903.921875 Penalty: 2648.244873
	Iteration 19Q: 3 clusters Score -156903.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -156915.734375 Penalty: 2648.244873
	Iteration 20F: 3 clusters Score -156915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -156924.078125 Penalty: 2648.244873
	Iteration 21Q: 3 clusters Score -156924.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -156933.390625 Penalty: 2648.244873
	Iteration 22Q: 3 clusters Score -156933.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -156944.578125 Penalty: 2648.244873
	Iteration 23Q: 3 clusters Score -156944.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -156958.265625 Penalty: 2648.244873
	Iteration 24Q: 3 clusters Score -156958.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -156970.234375 Penalty: 2648.244873
	Iteration 25Q: 3 clusters Score -156970.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -156979.906250 Penalty: 2648.244873
	Iteration 26Q: 3 clusters Score -156979.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -156990.796875 Penalty: 2648.244873
	Iteration 27Q: 3 clusters Score -156990.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -157011.234375 Penalty: 2648.244873
	Iteration 28Q: 3 clusters Score -157011.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -157042.531250 Penalty: 2648.244873
	Iteration 29Q: 3 clusters Score -157042.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -157084.578125 Penalty: 2648.244873
	Iteration 30Q: 3 clusters Score -157084.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -157131.140625 Penalty: 2648.244873
	Iteration 31Q: 3 clusters Score -157131.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -157171.000000 Penalty: 2648.244873
	Iteration 32Q: 3 clusters Score -157171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -157206.656250 Penalty: 2648.244873
	Iteration 33Q: 3 clusters Score -157206.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -157243.250000 Penalty: 2648.244873
	Iteration 34Q: 3 clusters Score -157243.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -157264.703125 Penalty: 2648.244873
	Iteration 35Q: 3 clusters Score -157264.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -157284.578125 Penalty: 2648.244873
	Iteration 36Q: 3 clusters Score -157284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -157306.750000 Penalty: 2648.244873
	Iteration 37Q: 3 clusters Score -157306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -157319.562500 Penalty: 2648.244873
	Iteration 38Q: 3 clusters Score -157319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -157332.875000 Penalty: 2648.244873
	Iteration 39Q: 3 clusters Score -157332.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -157350.343750 Penalty: 2648.244873
	Iteration 40F: 3 clusters Score -157350.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -157363.265625 Penalty: 2648.244873
	Iteration 41Q: 3 clusters Score -157363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -157368.875000 Penalty: 2648.244873
	Iteration 42Q: 3 clusters Score -157368.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -157375.500000 Penalty: 2648.244873
	Iteration 43Q: 3 clusters Score -157375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -157380.421875 Penalty: 2648.244873
	Iteration 44Q: 3 clusters Score -157380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -157386.937500 Penalty: 2648.244873
	Iteration 45Q: 3 clusters Score -157386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -157390.671875 Penalty: 2648.244873
	Iteration 46Q: 3 clusters Score -157390.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -157395.359375 Penalty: 2648.244873
	Iteration 47Q: 3 clusters Score -157395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -157398.140625 Penalty: 2648.244873
	Iteration 48Q: 3 clusters Score -157398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -157403.218750 Penalty: 2648.244873
	Iteration 49Q: 3 clusters Score -157403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -157412.625000 Penalty: 2648.244873
	Iteration 50Q: 3 clusters Score -157412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -157417.562500 Penalty: 2648.244873
	Iteration 51Q: 3 clusters Score -157417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -157422.812500 Penalty: 2648.244873
	Iteration 52Q: 3 clusters Score -157422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -157425.312500 Penalty: 2648.244873
	Iteration 53Q: 3 clusters Score -157425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -157428.390625 Penalty: 2648.244873
	Iteration 54Q: 3 clusters Score -157428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -157430.921875 Penalty: 2648.244873
	Iteration 55Q: 3 clusters Score -157430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -157433.062500 Penalty: 2648.244873
	Iteration 56Q: 3 clusters Score -157433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -157435.593750 Penalty: 2648.244873
	Iteration 57Q: 3 clusters Score -157435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -157438.921875 Penalty: 2648.244873
	Iteration 58Q: 3 clusters Score -157438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -157442.000000 Penalty: 2648.244873
	Iteration 59Q: 3 clusters Score -157442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -157443.781250 Penalty: 2648.244873
	Iteration 60F: 3 clusters Score -157443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -157444.390625 Penalty: 2648.244873
	Iteration 61Q: 3 clusters Score -157444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -157445.765625 Penalty: 2648.244873
	Iteration 62Q: 3 clusters Score -157445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -157447.203125 Penalty: 2648.244873
	Iteration 63Q: 3 clusters Score -157447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -157448.359375 Penalty: 2648.244873
	Iteration 64Q: 3 clusters Score -157448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -157448.359375 Penalty: 2648.244873
	Iteration 65F: 3 clusters Score -157448.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Entering Unmasked Estep 
Score: -1648649.000000 Penalty: 1682.875122
	Iteration 0F: 2 clusters Score -1648649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1627430.625000 Penalty: 3365.750244
	Iteration 0F: 3 clusters Score -1627431 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1635441.000000 Penalty: 3365.750244
	Iteration 1F: 3 clusters Score -1635441 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1635787.750000 Penalty: 3365.750244
	Iteration 2Q: 3 clusters Score -1635788 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1636141.375000 Penalty: 3365.750244
	Iteration 3Q: 3 clusters Score -1636141 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1636574.750000 Penalty: 3365.750244
	Iteration 4Q: 3 clusters Score -1636575 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1637169.125000 Penalty: 3365.750244
	Iteration 5Q: 3 clusters Score -1637169 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1638109.500000 Penalty: 3365.750244
	Iteration 6F: 3 clusters Score -1638110 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1639626.500000 Penalty: 3365.750244
	Iteration 7F: 3 clusters Score -1639626 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1641740.375000 Penalty: 3365.750244
	Iteration 8F: 3 clusters Score -1641740 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1644075.000000 Penalty: 3365.750244
	Iteration 9F: 3 clusters Score -1644075 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1645735.000000 Penalty: 3365.750244
	Iteration 10F: 3 clusters Score -1645735 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1646540.125000 Penalty: 3365.750244
	Iteration 11Q: 3 clusters Score -1646540 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1646902.250000 Penalty: 3365.750244
	Iteration 12Q: 3 clusters Score -1646902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1647044.750000 Penalty: 3365.750244
	Iteration 13Q: 3 clusters Score -1647045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1647128.750000 Penalty: 3365.750244
	Iteration 14Q: 3 clusters Score -1647129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1647164.500000 Penalty: 3365.750244
	Iteration 15Q: 3 clusters Score -1647164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1647182.375000 Penalty: 3365.750244
	Iteration 16Q: 3 clusters Score -1647182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1647196.875000 Penalty: 3365.750244
	Iteration 17Q: 3 clusters Score -1647197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1647207.125000 Penalty: 3365.750244
	Iteration 18Q: 3 clusters Score -1647207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1647206.875000 Penalty: 3365.750244
	Iteration 19Q: 3 clusters Score -1647207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1647209.000000 Penalty: 3365.750244
	Iteration 20F: 3 clusters Score -1647209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Entering Unmasked Estep 
Score: -572673.937500 Penalty: 1493.943726
	Iteration 0F: 2 clusters Score -572673.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -565586.437500 Penalty: 2987.887451
	Iteration 0F: 3 clusters Score -565586.4 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -567800.875000 Penalty: 2987.887451
	Iteration 1F: 3 clusters Score -567800.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -568000.812500 Penalty: 2987.887451
	Iteration 2F: 3 clusters Score -568000.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -568163.062500 Penalty: 2987.887451
	Iteration 3Q: 3 clusters Score -568163.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -568282.437500 Penalty: 2987.887451
	Iteration 4Q: 3 clusters Score -568282.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -568368.500000 Penalty: 2987.887451
	Iteration 5Q: 3 clusters Score -568368.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -568443.750000 Penalty: 2987.887451
	Iteration 6Q: 3 clusters Score -568443.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -568507.937500 Penalty: 2987.887451
	Iteration 7Q: 3 clusters Score -568507.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -568584.500000 Penalty: 2987.887451
	Iteration 8Q: 3 clusters Score -568584.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -568689.250000 Penalty: 2987.887451
	Iteration 9Q: 3 clusters Score -568689.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -568847.062500 Penalty: 2987.887451
	Iteration 10Q: 3 clusters Score -568847.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -569056.562500 Penalty: 2987.887451
	Iteration 11Q: 3 clusters Score -569056.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -569343.562500 Penalty: 2987.887451
	Iteration 12Q: 3 clusters Score -569343.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -569717.000000 Penalty: 2987.887451
	Iteration 13F: 3 clusters Score -569717 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -570157.875000 Penalty: 2987.887451
	Iteration 14F: 3 clusters Score -570157.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -570605.125000 Penalty: 2987.887451
	Iteration 15Q: 3 clusters Score -570605.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -570933.312500 Penalty: 2987.887451
	Iteration 16Q: 3 clusters Score -570933.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -571145.625000 Penalty: 2987.887451
	Iteration 17Q: 3 clusters Score -571145.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -571244.125000 Penalty: 2987.887451
	Iteration 18Q: 3 clusters Score -571244.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -571295.812500 Penalty: 2987.887451
	Iteration 19Q: 3 clusters Score -571295.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -571319.062500 Penalty: 2987.887451
	Iteration 20F: 3 clusters Score -571319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -571335.625000 Penalty: 2987.887451
	Iteration 21Q: 3 clusters Score -571335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -571360.812500 Penalty: 2987.887451
	Iteration 22Q: 3 clusters Score -571360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -571376.125000 Penalty: 2987.887451
	Iteration 23Q: 3 clusters Score -571376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -571382.187500 Penalty: 2987.887451
	Iteration 24Q: 3 clusters Score -571382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -571390.312500 Penalty: 2987.887451
	Iteration 25Q: 3 clusters Score -571390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -571395.500000 Penalty: 2987.887451
	Iteration 26Q: 3 clusters Score -571395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -571397.500000 Penalty: 2987.887451
	Iteration 27Q: 3 clusters Score -571397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -571400.250000 Penalty: 2987.887451
	Iteration 28Q: 3 clusters Score -571400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -571400.250000 Penalty: 2987.887451
	Iteration 29F: 3 clusters Score -571400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -180943.000000 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -180943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -177583.656250 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -177583.7 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -178505.484375 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -178505.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -178680.359375 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -178680.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -178797.000000 Penalty: 2699.201904
	Iteration 3Q: 3 clusters Score -178797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -178896.531250 Penalty: 2699.201904
	Iteration 4Q: 3 clusters Score -178896.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -178988.390625 Penalty: 2699.201904
	Iteration 5Q: 3 clusters Score -178988.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -179081.734375 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -179081.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -179159.578125 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -179159.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -179255.109375 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -179255.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -179341.703125 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -179341.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -179422.734375 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -179422.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -179489.656250 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -179489.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -179536.281250 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -179536.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -179570.062500 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -179570.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -179591.968750 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -179592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -179610.312500 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -179610.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -179624.421875 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -179624.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179641.859375 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -179641.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179655.968750 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -179656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179663.953125 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -179664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -179670.687500 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -179670.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -179677.406250 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -179677.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179681.984375 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -179682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -179686.000000 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -179686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179689.546875 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -179689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -179691.812500 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -179691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -179693.234375 Penalty: 2699.201904
	Iteration 26Q: 3 clusters Score -179693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -179694.750000 Penalty: 2699.201904
	Iteration 27Q: 3 clusters Score -179694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179696.734375 Penalty: 2699.201904
	Iteration 28Q: 3 clusters Score -179696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179698.296875 Penalty: 2699.201904
	Iteration 29Q: 3 clusters Score -179698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179700.843750 Penalty: 2699.201904
	Iteration 30Q: 3 clusters Score -179700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179701.218750 Penalty: 2699.201904
	Iteration 31Q: 3 clusters Score -179701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179701.500000 Penalty: 2699.201904
	Iteration 32Q: 3 clusters Score -179701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179702.343750 Penalty: 2699.201904
	Iteration 33Q: 3 clusters Score -179702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179702.828125 Penalty: 2699.201904
	Iteration 34Q: 3 clusters Score -179702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179703.515625 Penalty: 2699.201904
	Iteration 35Q: 3 clusters Score -179703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -179704.656250 Penalty: 2699.201904
	Iteration 36Q: 3 clusters Score -179704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179705.515625 Penalty: 2699.201904
	Iteration 37Q: 3 clusters Score -179705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -179706.015625 Penalty: 2699.201904
	Iteration 38Q: 3 clusters Score -179706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179707.031250 Penalty: 2699.201904
	Iteration 39Q: 3 clusters Score -179707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -179707.234375 Penalty: 2699.201904
	Iteration 40F: 3 clusters Score -179707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179707.265625 Penalty: 2699.201904
	Iteration 41Q: 3 clusters Score -179707.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179707.265625 Penalty: 2699.201904
	Iteration 42F: 3 clusters Score -179707.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Entering Unmasked Estep 
Score: -919933.250000 Penalty: 1585.599731
	Iteration 0F: 2 clusters Score -919933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -908076.875000 Penalty: 3171.199463
	Iteration 0F: 3 clusters Score -908076.9 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -912218.625000 Penalty: 3171.199463
	Iteration 1F: 3 clusters Score -912218.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -912592.500000 Penalty: 3171.199463
	Iteration 2F: 3 clusters Score -912592.5 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -912994.937500 Penalty: 3171.199463
	Iteration 3F: 3 clusters Score -912994.9 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -913416.750000 Penalty: 3171.199463
	Iteration 4F: 3 clusters Score -913416.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -913906.312500 Penalty: 3171.199463
	Iteration 5F: 3 clusters Score -913906.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -914436.062500 Penalty: 3171.199463
	Iteration 6F: 3 clusters Score -914436.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -915027.687500 Penalty: 3171.199463
	Iteration 7F: 3 clusters Score -915027.7 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -915637.437500 Penalty: 3171.199463
	Iteration 8F: 3 clusters Score -915637.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -916302.000000 Penalty: 3171.199463
	Iteration 9Q: 3 clusters Score -916302 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -916909.187500 Penalty: 3171.199463
	Iteration 10Q: 3 clusters Score -916909.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -917371.750000 Penalty: 3171.199463
	Iteration 11Q: 3 clusters Score -917371.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -917717.500000 Penalty: 3171.199463
	Iteration 12Q: 3 clusters Score -917717.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -917927.062500 Penalty: 3171.199463
	Iteration 13Q: 3 clusters Score -917927.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -918054.375000 Penalty: 3171.199463
	Iteration 14Q: 3 clusters Score -918054.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -918169.437500 Penalty: 3171.199463
	Iteration 15Q: 3 clusters Score -918169.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -918237.000000 Penalty: 3171.199463
	Iteration 16Q: 3 clusters Score -918237 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -918292.187500 Penalty: 3171.199463
	Iteration 17Q: 3 clusters Score -918292.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -918332.437500 Penalty: 3171.199463
	Iteration 18Q: 3 clusters Score -918332.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -918362.687500 Penalty: 3171.199463
	Iteration 19Q: 3 clusters Score -918362.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -918385.500000 Penalty: 3171.199463
	Iteration 20F: 3 clusters Score -918385.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -918408.687500 Penalty: 3171.199463
	Iteration 21Q: 3 clusters Score -918408.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -918427.562500 Penalty: 3171.199463
	Iteration 22Q: 3 clusters Score -918427.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -918443.437500 Penalty: 3171.199463
	Iteration 23Q: 3 clusters Score -918443.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -918460.500000 Penalty: 3171.199463
	Iteration 24Q: 3 clusters Score -918460.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -918469.187500 Penalty: 3171.199463
	Iteration 25Q: 3 clusters Score -918469.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -918481.125000 Penalty: 3171.199463
	Iteration 26Q: 3 clusters Score -918481.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -918490.812500 Penalty: 3171.199463
	Iteration 27Q: 3 clusters Score -918490.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -918498.187500 Penalty: 3171.199463
	Iteration 28Q: 3 clusters Score -918498.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -918502.125000 Penalty: 3171.199463
	Iteration 29Q: 3 clusters Score -918502.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -918508.250000 Penalty: 3171.199463
	Iteration 30Q: 3 clusters Score -918508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -918513.375000 Penalty: 3171.199463
	Iteration 31Q: 3 clusters Score -918513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -918516.437500 Penalty: 3171.199463
	Iteration 32Q: 3 clusters Score -918516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -918518.125000 Penalty: 3171.199463
	Iteration 33Q: 3 clusters Score -918518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -918521.375000 Penalty: 3171.199463
	Iteration 34Q: 3 clusters Score -918521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -918527.812500 Penalty: 3171.199463
	Iteration 35Q: 3 clusters Score -918527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -918530.687500 Penalty: 3171.199463
	Iteration 36Q: 3 clusters Score -918530.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -918533.437500 Penalty: 3171.199463
	Iteration 37Q: 3 clusters Score -918533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -918534.750000 Penalty: 3171.199463
	Iteration 38Q: 3 clusters Score -918534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -918538.437500 Penalty: 3171.199463
	Iteration 39Q: 3 clusters Score -918538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -918539.437500 Penalty: 3171.199463
	Iteration 40F: 3 clusters Score -918539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -918541.375000 Penalty: 3171.199463
	Iteration 41Q: 3 clusters Score -918541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -918539.937500 Penalty: 3171.199463
	Iteration 42Q: 3 clusters Score -918539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -918541.375000 Penalty: 3171.199463
	Iteration 43Q: 3 clusters Score -918541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -918541.500000 Penalty: 3171.199463
	Iteration 44Q: 3 clusters Score -918541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -918542.500000 Penalty: 3171.199463
	Iteration 45Q: 3 clusters Score -918542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -918541.187500 Penalty: 3171.199463
	Iteration 46Q: 3 clusters Score -918541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -918541.187500 Penalty: 3171.199463
	Iteration 47F: 3 clusters Score -918541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Entering Unmasked Estep 
Score: -2579666.750000 Penalty: 1754.722046
	Iteration 0F: 2 clusters Score -2579667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2546945.000000 Penalty: 3509.444092
	Iteration 0F: 3 clusters Score -2546945 nChanged 23028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2560165.250000 Penalty: 3509.444092
	Iteration 1F: 3 clusters Score -2560165 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2560638.750000 Penalty: 3509.444092
	Iteration 2Q: 3 clusters Score -2560639 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2561143.750000 Penalty: 3509.444092
	Iteration 3Q: 3 clusters Score -2561144 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2561641.250000 Penalty: 3509.444092
	Iteration 4Q: 3 clusters Score -2561641 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2562236.000000 Penalty: 3509.444092
	Iteration 5Q: 3 clusters Score -2562236 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2562858.000000 Penalty: 3509.444092
	Iteration 6Q: 3 clusters Score -2562858 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2563512.500000 Penalty: 3509.444092
	Iteration 7Q: 3 clusters Score -2563512 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2564177.750000 Penalty: 3509.444092
	Iteration 8Q: 3 clusters Score -2564178 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2564835.500000 Penalty: 3509.444092
	Iteration 9Q: 3 clusters Score -2564836 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2565486.750000 Penalty: 3509.444092
	Iteration 10Q: 3 clusters Score -2565487 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2566282.750000 Penalty: 3509.444092
	Iteration 11Q: 3 clusters Score -2566283 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2567134.500000 Penalty: 3509.444092
	Iteration 12Q: 3 clusters Score -2567134 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2568241.500000 Penalty: 3509.444092
	Iteration 13Q: 3 clusters Score -2568242 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2569556.500000 Penalty: 3509.444092
	Iteration 14Q: 3 clusters Score -2569556 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2571108.500000 Penalty: 3509.444092
	Iteration 15Q: 3 clusters Score -2571108 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2572704.750000 Penalty: 3509.444092
	Iteration 16Q: 3 clusters Score -2572705 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2574162.750000 Penalty: 3509.444092
	Iteration 17Q: 3 clusters Score -2574163 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2575190.250000 Penalty: 3509.444092
	Iteration 18Q: 3 clusters Score -2575190 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2575976.750000 Penalty: 3509.444092
	Iteration 19Q: 3 clusters Score -2575977 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2576517.250000 Penalty: 3509.444092
	Iteration 20F: 3 clusters Score -2576517 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2576916.750000 Penalty: 3509.444092
	Iteration 21Q: 3 clusters Score -2576917 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2577193.750000 Penalty: 3509.444092
	Iteration 22Q: 3 clusters Score -2577194 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2577434.000000 Penalty: 3509.444092
	Iteration 23Q: 3 clusters Score -2577434 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2577623.500000 Penalty: 3509.444092
	Iteration 24Q: 3 clusters Score -2577624 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2577753.500000 Penalty: 3509.444092
	Iteration 25Q: 3 clusters Score -2577754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2577844.750000 Penalty: 3509.444092
	Iteration 26Q: 3 clusters Score -2577845 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2577918.750000 Penalty: 3509.444092
	Iteration 27Q: 3 clusters Score -2577919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2577969.000000 Penalty: 3509.444092
	Iteration 28Q: 3 clusters Score -2577969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2578002.000000 Penalty: 3509.444092
	Iteration 29Q: 3 clusters Score -2578002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2578021.000000 Penalty: 3509.444092
	Iteration 30Q: 3 clusters Score -2578021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2578048.000000 Penalty: 3509.444092
	Iteration 31Q: 3 clusters Score -2578048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2578071.250000 Penalty: 3509.444092
	Iteration 32Q: 3 clusters Score -2578071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2578087.250000 Penalty: 3509.444092
	Iteration 33Q: 3 clusters Score -2578087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2578102.500000 Penalty: 3509.444092
	Iteration 34Q: 3 clusters Score -2578102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2578107.250000 Penalty: 3509.444092
	Iteration 35Q: 3 clusters Score -2578107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2578112.000000 Penalty: 3509.444092
	Iteration 36Q: 3 clusters Score -2578112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2578122.000000 Penalty: 3509.444092
	Iteration 37Q: 3 clusters Score -2578122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2578125.500000 Penalty: 3509.444092
	Iteration 38Q: 3 clusters Score -2578126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2578131.250000 Penalty: 3509.444092
	Iteration 39Q: 3 clusters Score -2578131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2578135.500000 Penalty: 3509.444092
	Iteration 40F: 3 clusters Score -2578136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2578139.250000 Penalty: 3509.444092
	Iteration 41Q: 3 clusters Score -2578139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2578142.500000 Penalty: 3509.444092
	Iteration 42Q: 3 clusters Score -2578142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2578142.500000 Penalty: 3509.444092
	Iteration 43Q: 3 clusters Score -2578142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2578144.000000 Penalty: 3509.444092
	Iteration 44Q: 3 clusters Score -2578144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2578157.000000 Penalty: 3509.444092
	Iteration 45Q: 3 clusters Score -2578157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2578156.750000 Penalty: 3509.444092
	Iteration 46Q: 3 clusters Score -2578157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2578159.750000 Penalty: 3509.444092
	Iteration 47Q: 3 clusters Score -2578160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2578163.250000 Penalty: 3509.444092
	Iteration 48Q: 3 clusters Score -2578163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2578163.000000 Penalty: 3509.444092
	Iteration 49Q: 3 clusters Score -2578163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2578163.000000 Penalty: 3509.444092
	Iteration 50F: 3 clusters Score -2578163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -64747.867188 Penalty: 1180.632324
	Iteration 0F: 2 clusters Score -64747.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -63020.253906 Penalty: 2361.264648
	Iteration 0F: 3 clusters Score -63020.25 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -63314.160156 Penalty: 2361.264648
	Iteration 1F: 3 clusters Score -63314.16 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -63392.179688 Penalty: 2361.264648
	Iteration 2F: 3 clusters Score -63392.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -63441.039062 Penalty: 2361.264648
	Iteration 3Q: 3 clusters Score -63441.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -63475.925781 Penalty: 2361.264648
	Iteration 4Q: 3 clusters Score -63475.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63497.980469 Penalty: 2361.264648
	Iteration 5Q: 3 clusters Score -63497.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -63507.460938 Penalty: 2361.264648
	Iteration 6Q: 3 clusters Score -63507.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63515.000000 Penalty: 2361.264648
	Iteration 7Q: 3 clusters Score -63515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -63523.984375 Penalty: 2361.264648
	Iteration 8Q: 3 clusters Score -63523.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -63531.996094 Penalty: 2361.264648
	Iteration 9Q: 3 clusters Score -63532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -63539.539062 Penalty: 2361.264648
	Iteration 10Q: 3 clusters Score -63539.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -63544.859375 Penalty: 2361.264648
	Iteration 11Q: 3 clusters Score -63544.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -63549.437500 Penalty: 2361.264648
	Iteration 12Q: 3 clusters Score -63549.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -63551.015625 Penalty: 2361.264648
	Iteration 13Q: 3 clusters Score -63551.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -63553.621094 Penalty: 2361.264648
	Iteration 14Q: 3 clusters Score -63553.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -63555.433594 Penalty: 2361.264648
	Iteration 15Q: 3 clusters Score -63555.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -63557.488281 Penalty: 2361.264648
	Iteration 16Q: 3 clusters Score -63557.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63559.781250 Penalty: 2361.264648
	Iteration 17Q: 3 clusters Score -63559.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -63561.605469 Penalty: 2361.264648
	Iteration 18Q: 3 clusters Score -63561.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -63563.968750 Penalty: 2361.264648
	Iteration 19Q: 3 clusters Score -63563.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -63564.507812 Penalty: 2361.264648
	Iteration 20F: 3 clusters Score -63564.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63565.207031 Penalty: 2361.264648
	Iteration 21Q: 3 clusters Score -63565.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63565.207031 Penalty: 2361.264648
	Iteration 22F: 3 clusters Score -63565.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Entering Unmasked Estep 
Score: -1053085.875000 Penalty: 1609.398071
	Iteration 0F: 2 clusters Score -1053086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1039473.625000 Penalty: 3218.796143
	Iteration 0F: 3 clusters Score -1039474 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1044519.812500 Penalty: 3218.796143
	Iteration 1F: 3 clusters Score -1044520 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1044887.125000 Penalty: 3218.796143
	Iteration 2Q: 3 clusters Score -1044887 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1045224.062500 Penalty: 3218.796143
	Iteration 3Q: 3 clusters Score -1045224 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1045536.375000 Penalty: 3218.796143
	Iteration 4Q: 3 clusters Score -1045536 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1045870.000000 Penalty: 3218.796143
	Iteration 5Q: 3 clusters Score -1045870 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1046265.062500 Penalty: 3218.796143
	Iteration 6Q: 3 clusters Score -1046265 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1046814.062500 Penalty: 3218.796143
	Iteration 7F: 3 clusters Score -1046814 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1047601.000000 Penalty: 3218.796143
	Iteration 8F: 3 clusters Score -1047601 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1048650.375000 Penalty: 3218.796143
	Iteration 9F: 3 clusters Score -1048650 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1049712.125000 Penalty: 3218.796143
	Iteration 10F: 3 clusters Score -1049712 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1050666.250000 Penalty: 3218.796143
	Iteration 11Q: 3 clusters Score -1050666 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1051235.750000 Penalty: 3218.796143
	Iteration 12Q: 3 clusters Score -1051236 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1051545.125000 Penalty: 3218.796143
	Iteration 13Q: 3 clusters Score -1051545 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1051743.625000 Penalty: 3218.796143
	Iteration 14Q: 3 clusters Score -1051744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1051864.500000 Penalty: 3218.796143
	Iteration 15Q: 3 clusters Score -1051864 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1051965.250000 Penalty: 3218.796143
	Iteration 16Q: 3 clusters Score -1051965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1052022.000000 Penalty: 3218.796143
	Iteration 17Q: 3 clusters Score -1052022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1052068.875000 Penalty: 3218.796143
	Iteration 18Q: 3 clusters Score -1052069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1052099.875000 Penalty: 3218.796143
	Iteration 19Q: 3 clusters Score -1052100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1052120.625000 Penalty: 3218.796143
	Iteration 20F: 3 clusters Score -1052121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1052144.625000 Penalty: 3218.796143
	Iteration 21Q: 3 clusters Score -1052145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1052160.500000 Penalty: 3218.796143
	Iteration 22Q: 3 clusters Score -1052160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1052177.875000 Penalty: 3218.796143
	Iteration 23Q: 3 clusters Score -1052178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1052195.250000 Penalty: 3218.796143
	Iteration 24Q: 3 clusters Score -1052195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1052210.375000 Penalty: 3218.796143
	Iteration 25Q: 3 clusters Score -1052210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1052216.625000 Penalty: 3218.796143
	Iteration 26Q: 3 clusters Score -1052217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1052222.625000 Penalty: 3218.796143
	Iteration 27Q: 3 clusters Score -1052223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1052230.625000 Penalty: 3218.796143
	Iteration 28Q: 3 clusters Score -1052231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1052237.625000 Penalty: 3218.796143
	Iteration 29Q: 3 clusters Score -1052238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1052237.250000 Penalty: 3218.796143
	Iteration 30Q: 3 clusters Score -1052237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1052238.250000 Penalty: 3218.796143
	Iteration 31Q: 3 clusters Score -1052238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1052241.125000 Penalty: 3218.796143
	Iteration 32Q: 3 clusters Score -1052241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1052241.625000 Penalty: 3218.796143
	Iteration 33Q: 3 clusters Score -1052242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1052242.125000 Penalty: 3218.796143
	Iteration 34Q: 3 clusters Score -1052242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1052243.500000 Penalty: 3218.796143
	Iteration 35Q: 3 clusters Score -1052244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1052243.750000 Penalty: 3218.796143
	Iteration 36Q: 3 clusters Score -1052244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1052243.750000 Penalty: 3218.796143
	Iteration 37Q: 3 clusters Score -1052244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1052245.375000 Penalty: 3218.796143
	Iteration 38Q: 3 clusters Score -1052245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1052247.875000 Penalty: 3218.796143
	Iteration 39Q: 3 clusters Score -1052248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1052247.875000 Penalty: 3218.796143
	Iteration 40F: 3 clusters Score -1052248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1052250.375000 Penalty: 3218.796143
	Iteration 41Q: 3 clusters Score -1052250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1052254.750000 Penalty: 3218.796143
	Iteration 42Q: 3 clusters Score -1052255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1052251.375000 Penalty: 3218.796143
	Iteration 43Q: 3 clusters Score -1052251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1052255.000000 Penalty: 3218.796143
	Iteration 44Q: 3 clusters Score -1052255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1052257.750000 Penalty: 3218.796143
	Iteration 45Q: 3 clusters Score -1052258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1052258.500000 Penalty: 3218.796143
	Iteration 46Q: 3 clusters Score -1052258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1052260.500000 Penalty: 3218.796143
	Iteration 47Q: 3 clusters Score -1052260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1052260.125000 Penalty: 3218.796143
	Iteration 48Q: 3 clusters Score -1052260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1052259.875000 Penalty: 3218.796143
	Iteration 49Q: 3 clusters Score -1052260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1052261.500000 Penalty: 3218.796143
	Iteration 50Q: 3 clusters Score -1052262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1052261.625000 Penalty: 3218.796143
	Iteration 51Q: 3 clusters Score -1052262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1052260.625000 Penalty: 3218.796143
	Iteration 52Q: 3 clusters Score -1052261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1052260.875000 Penalty: 3218.796143
	Iteration 53Q: 3 clusters Score -1052261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1052258.625000 Penalty: 3218.796143
	Iteration 54Q: 3 clusters Score -1052259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1052258.500000 Penalty: 3218.796143
	Iteration 55Q: 3 clusters Score -1052258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1052258.500000 Penalty: 3218.796143
	Iteration 56F: 3 clusters Score -1052258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218372 members 
Entering Unmasked Estep 
Score: -11278546.000000 Penalty: 1997.767700
	Iteration 0F: 2 clusters Score -1.127855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 109585 members 
Entering Unmasked Estep 
Score: -11131546.000000 Penalty: 3995.535400
	Iteration 0F: 3 clusters Score -1.113155e+07 nChanged 105833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -11195576.000000 Penalty: 3995.535400
	Iteration 1F: 3 clusters Score -1.119558e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -11198159.000000 Penalty: 3995.535400
	Iteration 2Q: 3 clusters Score -1.119816e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 128348 members 
Entering Unmasked Estep 
Score: -11202741.000000 Penalty: 3995.535400
	Iteration 3Q: 3 clusters Score -1.120274e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -11210798.000000 Penalty: 3995.535400
	Iteration 4F: 3 clusters Score -1.12108e+07 nChanged 16335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -11223424.000000 Penalty: 3995.535400
	Iteration 5F: 3 clusters Score -1.122342e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -11238864.000000 Penalty: 3995.535400
	Iteration 6F: 3 clusters Score -1.123886e+07 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 180510 members 
Entering Unmasked Estep 
Score: -11253111.000000 Penalty: 3995.535400
	Iteration 7F: 3 clusters Score -1.125311e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 189835 members 
Entering Unmasked Estep 
Score: -11263858.000000 Penalty: 3995.535400
	Iteration 8F: 3 clusters Score -1.126386e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 195136 members 
Entering Unmasked Estep 
Score: -11270564.000000 Penalty: 3995.535400
	Iteration 9Q: 3 clusters Score -1.127056e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 198141 members 
Entering Unmasked Estep 
Score: -11274083.000000 Penalty: 3995.535400
	Iteration 10Q: 3 clusters Score -1.127408e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -11275865.000000 Penalty: 3995.535400
	Iteration 11Q: 3 clusters Score -1.127586e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 201522 members 
Entering Unmasked Estep 
Score: -11276765.000000 Penalty: 3995.535400
	Iteration 12Q: 3 clusters Score -1.127676e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 202616 members 
Entering Unmasked Estep 
Score: -11277324.000000 Penalty: 3995.535400
	Iteration 13Q: 3 clusters Score -1.127732e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 203520 members 
Entering Unmasked Estep 
Score: -11277721.000000 Penalty: 3995.535400
	Iteration 14Q: 3 clusters Score -1.127772e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 204254 members 
Entering Unmasked Estep 
Score: -11277887.000000 Penalty: 3995.535400
	Iteration 15Q: 3 clusters Score -1.127789e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 204880 members 
Entering Unmasked Estep 
Score: -11277975.000000 Penalty: 3995.535400
	Iteration 16Q: 3 clusters Score -1.127798e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 205453 members 
Entering Unmasked Estep 
Score: -11278167.000000 Penalty: 3995.535400
	Iteration 17Q: 3 clusters Score -1.127817e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 205965 members 
Entering Unmasked Estep 
Score: -11278229.000000 Penalty: 3995.535400
	Iteration 18Q: 3 clusters Score -1.127823e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 206410 members 
Entering Unmasked Estep 
Score: -11278289.000000 Penalty: 3995.535400
	Iteration 19Q: 3 clusters Score -1.127829e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 206787 members 
Entering Unmasked Estep 
Score: -11278329.000000 Penalty: 3995.535400
	Iteration 20F: 3 clusters Score -1.127833e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 207142 members 
Entering Unmasked Estep 
Score: -11278364.000000 Penalty: 3995.535400
	Iteration 21Q: 3 clusters Score -1.127836e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 207443 members 
Entering Unmasked Estep 
Score: -11278385.000000 Penalty: 3995.535400
	Iteration 22Q: 3 clusters Score -1.127838e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 207700 members 
Entering Unmasked Estep 
Score: -11278415.000000 Penalty: 3995.535400
	Iteration 23Q: 3 clusters Score -1.127842e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 207921 members 
Entering Unmasked Estep 
Score: -11278456.000000 Penalty: 3995.535400
	Iteration 24Q: 3 clusters Score -1.127846e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 208112 members 
Entering Unmasked Estep 
Score: -11278478.000000 Penalty: 3995.535400
	Iteration 25Q: 3 clusters Score -1.127848e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 208261 members 
Entering Unmasked Estep 
Score: -11278477.000000 Penalty: 3995.535400
	Iteration 26Q: 3 clusters Score -1.127848e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 208399 members 
Entering Unmasked Estep 
Score: -11278463.000000 Penalty: 3995.535400
	Iteration 27Q: 3 clusters Score -1.127846e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 208531 members 
Entering Unmasked Estep 
Score: -11278510.000000 Penalty: 3995.535400
	Iteration 28Q: 3 clusters Score -1.127851e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 208656 members 
Entering Unmasked Estep 
Score: -11278514.000000 Penalty: 3995.535400
	Iteration 29Q: 3 clusters Score -1.127851e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 208786 members 
Entering Unmasked Estep 
Score: -11278542.000000 Penalty: 3995.535400
	Iteration 30Q: 3 clusters Score -1.127854e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 208893 members 
Entering Unmasked Estep 
Score: -11278554.000000 Penalty: 3995.535400
	Iteration 31Q: 3 clusters Score -1.127855e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -11278574.000000 Penalty: 3995.535400
	Iteration 32Q: 3 clusters Score -1.127857e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 209094 members 
Entering Unmasked Estep 
Score: -11278576.000000 Penalty: 3995.535400
	Iteration 33Q: 3 clusters Score -1.127858e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 209160 members 
Entering Unmasked Estep 
Score: -11278569.000000 Penalty: 3995.535400
	Iteration 34Q: 3 clusters Score -1.127857e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 209236 members 
Entering Unmasked Estep 
Score: -11278579.000000 Penalty: 3995.535400
	Iteration 35Q: 3 clusters Score -1.127858e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 209302 members 
Entering Unmasked Estep 
Score: -11278594.000000 Penalty: 3995.535400
	Iteration 36Q: 3 clusters Score -1.127859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 209357 members 
Entering Unmasked Estep 
Score: -11278588.000000 Penalty: 3995.535400
	Iteration 37Q: 3 clusters Score -1.127859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -11278584.000000 Penalty: 3995.535400
	Iteration 38Q: 3 clusters Score -1.127858e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 209485 members 
Entering Unmasked Estep 
Score: -11278604.000000 Penalty: 3995.535400
	Iteration 39Q: 3 clusters Score -1.12786e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 209542 members 
Entering Unmasked Estep 
Score: -11278621.000000 Penalty: 3995.535400
	Iteration 40F: 3 clusters Score -1.127862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 209589 members 
Entering Unmasked Estep 
Score: -11278630.000000 Penalty: 3995.535400
	Iteration 41Q: 3 clusters Score -1.127863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 209633 members 
Entering Unmasked Estep 
Score: -11278633.000000 Penalty: 3995.535400
	Iteration 42Q: 3 clusters Score -1.127863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 209671 members 
Entering Unmasked Estep 
Score: -11278651.000000 Penalty: 3995.535400
	Iteration 43Q: 3 clusters Score -1.127865e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 209717 members 
Entering Unmasked Estep 
Score: -11278652.000000 Penalty: 3995.535400
	Iteration 44Q: 3 clusters Score -1.127865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 209768 members 
Entering Unmasked Estep 
Score: -11278651.000000 Penalty: 3995.535400
	Iteration 45Q: 3 clusters Score -1.127865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 209809 members 
Entering Unmasked Estep 
Score: -11278631.000000 Penalty: 3995.535400
	Iteration 46Q: 3 clusters Score -1.127863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 209845 members 
Entering Unmasked Estep 
Score: -11278636.000000 Penalty: 3995.535400
	Iteration 47Q: 3 clusters Score -1.127864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 209888 members 
Entering Unmasked Estep 
Score: -11278652.000000 Penalty: 3995.535400
	Iteration 48Q: 3 clusters Score -1.127865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 209929 members 
Entering Unmasked Estep 
Score: -11278651.000000 Penalty: 3995.535400
	Iteration 49Q: 3 clusters Score -1.127865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 209961 members 
Entering Unmasked Estep 
Score: -11278636.000000 Penalty: 3995.535400
	Iteration 50Q: 3 clusters Score -1.127864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 209997 members 
Entering Unmasked Estep 
Score: -11278647.000000 Penalty: 3995.535400
	Iteration 51Q: 3 clusters Score -1.127865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 210023 members 
Entering Unmasked Estep 
Score: -11278633.000000 Penalty: 3995.535400
	Iteration 52Q: 3 clusters Score -1.127863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 210045 members 
Entering Unmasked Estep 
Score: -11278636.000000 Penalty: 3995.535400
	Iteration 53Q: 3 clusters Score -1.127864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 210057 members 
Entering Unmasked Estep 
Score: -11278635.000000 Penalty: 3995.535400
	Iteration 54Q: 3 clusters Score -1.127864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 210066 members 
Entering Unmasked Estep 
Score: -11278629.000000 Penalty: 3995.535400
	Iteration 55Q: 3 clusters Score -1.127863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 210075 members 
Entering Unmasked Estep 
Score: -11278627.000000 Penalty: 3995.535400
	Iteration 56Q: 3 clusters Score -1.127863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 210087 members 
Entering Unmasked Estep 
Score: -11278618.000000 Penalty: 3995.535400
	Iteration 57Q: 3 clusters Score -1.127862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 210100 members 
Entering Unmasked Estep 
Score: -11278613.000000 Penalty: 3995.535400
	Iteration 58Q: 3 clusters Score -1.127861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 210119 members 
Entering Unmasked Estep 
Score: -11278616.000000 Penalty: 3995.535400
	Iteration 59Q: 3 clusters Score -1.127862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 210137 members 
Entering Unmasked Estep 
Score: -11278606.000000 Penalty: 3995.535400
	Iteration 60F: 3 clusters Score -1.127861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 210155 members 
Entering Unmasked Estep 
Score: -11278602.000000 Penalty: 3995.535400
	Iteration 61Q: 3 clusters Score -1.12786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 210175 members 
Entering Unmasked Estep 
Score: -11278610.000000 Penalty: 3995.535400
	Iteration 62Q: 3 clusters Score -1.127861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 210197 members 
Entering Unmasked Estep 
Score: -11278600.000000 Penalty: 3995.535400
	Iteration 63Q: 3 clusters Score -1.12786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 210221 members 
Entering Unmasked Estep 
Score: -11278600.000000 Penalty: 3995.535400
	Iteration 64Q: 3 clusters Score -1.12786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 210242 members 
Entering Unmasked Estep 
Score: -11278614.000000 Penalty: 3995.535400
	Iteration 65Q: 3 clusters Score -1.127861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 210263 members 
Entering Unmasked Estep 
Score: -11278630.000000 Penalty: 3995.535400
	Iteration 66Q: 3 clusters Score -1.127863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 210285 members 
Entering Unmasked Estep 
Score: -11278643.000000 Penalty: 3995.535400
	Iteration 67Q: 3 clusters Score -1.127864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 210303 members 
Entering Unmasked Estep 
Score: -11278634.000000 Penalty: 3995.535400
	Iteration 68Q: 3 clusters Score -1.127863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 210332 members 
Entering Unmasked Estep 
Score: -11278630.000000 Penalty: 3995.535400
	Iteration 69Q: 3 clusters Score -1.127863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 210351 members 
Entering Unmasked Estep 
Score: -11278633.000000 Penalty: 3995.535400
	Iteration 70Q: 3 clusters Score -1.127863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 210367 members 
Entering Unmasked Estep 
Score: -11278639.000000 Penalty: 3995.535400
	Iteration 71Q: 3 clusters Score -1.127864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 210392 members 
Entering Unmasked Estep 
Score: -11278634.000000 Penalty: 3995.535400
	Iteration 72Q: 3 clusters Score -1.127863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 210414 members 
Entering Unmasked Estep 
Score: -11278623.000000 Penalty: 3995.535400
	Iteration 73Q: 3 clusters Score -1.127862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 210441 members 
Entering Unmasked Estep 
Score: -11278626.000000 Penalty: 3995.535400
	Iteration 74Q: 3 clusters Score -1.127863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 210461 members 
Entering Unmasked Estep 
Score: -11278642.000000 Penalty: 3995.535400
	Iteration 75Q: 3 clusters Score -1.127864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 210484 members 
Entering Unmasked Estep 
Score: -11278638.000000 Penalty: 3995.535400
	Iteration 76Q: 3 clusters Score -1.127864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 210511 members 
Entering Unmasked Estep 
Score: -11278656.000000 Penalty: 3995.535400
	Iteration 77Q: 3 clusters Score -1.127866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 210533 members 
Entering Unmasked Estep 
Score: -11278651.000000 Penalty: 3995.535400
	Iteration 78Q: 3 clusters Score -1.127865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 210553 members 
Entering Unmasked Estep 
Score: -11278646.000000 Penalty: 3995.535400
	Iteration 79Q: 3 clusters Score -1.127865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 210569 members 
Entering Unmasked Estep 
Score: -11278666.000000 Penalty: 3995.535400
	Iteration 80F: 3 clusters Score -1.127867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 210583 members 
Entering Unmasked Estep 
Score: -11278658.000000 Penalty: 3995.535400
	Iteration 81Q: 3 clusters Score -1.127866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 210602 members 
Entering Unmasked Estep 
Score: -11278673.000000 Penalty: 3995.535400
	Iteration 82Q: 3 clusters Score -1.127867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 210619 members 
Entering Unmasked Estep 
Score: -11278670.000000 Penalty: 3995.535400
	Iteration 83Q: 3 clusters Score -1.127867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 210640 members 
Entering Unmasked Estep 
Score: -11278649.000000 Penalty: 3995.535400
	Iteration 84Q: 3 clusters Score -1.127865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 210658 members 
Entering Unmasked Estep 
Score: -11278648.000000 Penalty: 3995.535400
	Iteration 85Q: 3 clusters Score -1.127865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 210672 members 
Entering Unmasked Estep 
Score: -11278647.000000 Penalty: 3995.535400
	Iteration 86Q: 3 clusters Score -1.127865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 210683 members 
Entering Unmasked Estep 
Score: -11278659.000000 Penalty: 3995.535400
	Iteration 87Q: 3 clusters Score -1.127866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 210690 members 
Entering Unmasked Estep 
Score: -11278648.000000 Penalty: 3995.535400
	Iteration 88Q: 3 clusters Score -1.127865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 210693 members 
Entering Unmasked Estep 
Score: -11278660.000000 Penalty: 3995.535400
	Iteration 89Q: 3 clusters Score -1.127866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 210695 members 
Entering Unmasked Estep 
Score: -11278654.000000 Penalty: 3995.535400
	Iteration 90Q: 3 clusters Score -1.127865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 210697 members 
Entering Unmasked Estep 
Score: -11278657.000000 Penalty: 3995.535400
	Iteration 91Q: 3 clusters Score -1.127866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 210701 members 
Entering Unmasked Estep 
Score: -11278652.000000 Penalty: 3995.535400
	Iteration 92Q: 3 clusters Score -1.127865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 210704 members 
Entering Unmasked Estep 
Score: -11278663.000000 Penalty: 3995.535400
	Iteration 93Q: 3 clusters Score -1.127866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 210709 members 
Entering Unmasked Estep 
Score: -11278662.000000 Penalty: 3995.535400
	Iteration 94Q: 3 clusters Score -1.127866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 210714 members 
Entering Unmasked Estep 
Score: -11278672.000000 Penalty: 3995.535400
	Iteration 95Q: 3 clusters Score -1.127867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 210721 members 
Entering Unmasked Estep 
Score: -11278669.000000 Penalty: 3995.535400
	Iteration 96Q: 3 clusters Score -1.127867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -11278673.000000 Penalty: 3995.535400
	Iteration 97Q: 3 clusters Score -1.127867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 210731 members 
Entering Unmasked Estep 
Score: -11278664.000000 Penalty: 3995.535400
	Iteration 98Q: 3 clusters Score -1.127866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 210737 members 
Entering Unmasked Estep 
Score: -11278670.000000 Penalty: 3995.535400
	Iteration 99Q: 3 clusters Score -1.127867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 210743 members 
Entering Unmasked Estep 
Score: -11278662.000000 Penalty: 3995.535400
	Iteration 100F: 3 clusters Score -1.127866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 210746 members 
Entering Unmasked Estep 
Score: -11278661.000000 Penalty: 3995.535400
	Iteration 101Q: 3 clusters Score -1.127866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 210749 members 
Entering Unmasked Estep 
Score: -11278662.000000 Penalty: 3995.535400
	Iteration 102Q: 3 clusters Score -1.127866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 210750 members 
Entering Unmasked Estep 
Score: -11278662.000000 Penalty: 3995.535400
	Iteration 103Q: 3 clusters Score -1.127866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -11278662.000000 Penalty: 3995.535400
	Iteration 104Q: 3 clusters Score -1.127866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 210752 members 
Entering Unmasked Estep 
Score: -11278665.000000 Penalty: 3995.535400
	Iteration 105Q: 3 clusters Score -1.127866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 210753 members 
Entering Unmasked Estep 
Score: -11278667.000000 Penalty: 3995.535400
	Iteration 106Q: 3 clusters Score -1.127867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 210754 members 
Entering Unmasked Estep 
Score: -11278668.000000 Penalty: 3995.535400
	Iteration 107Q: 3 clusters Score -1.127867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 210754 members 
Entering Unmasked Estep 
Score: -11278668.000000 Penalty: 3995.535400
	Iteration 108F: 3 clusters Score -1.127867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 8141 members 
Mstep: Class 3 contains 8917 members 
Mstep: Class 4 contains 210754 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 31450 members 
Mstep: Class 9 contains 9833 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 48937 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 20010 members 
Mstep: Class 15 contains 7618 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 34996 members 
Mstep: Class 20 contains 63322 members 
Entering Unmasked Estep 
Score: -26521210.000000 Penalty: 40702.550781
Splitting cluster 15 changes total score from -26520806.000000 to -26521210.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 16 (7447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Entering Unmasked Estep 
Score: -364456.968750 Penalty: 1448.779541
	Iteration 0F: 2 clusters Score -364457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -358971.562500 Penalty: 2897.559082
	Iteration 0F: 3 clusters Score -358971.6 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -360905.500000 Penalty: 2897.559082
	Iteration 1F: 3 clusters Score -360905.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -361314.593750 Penalty: 2897.559082
	Iteration 2F: 3 clusters Score -361314.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -361697.437500 Penalty: 2897.559082
	Iteration 3F: 3 clusters Score -361697.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -362064.187500 Penalty: 2897.559082
	Iteration 4F: 3 clusters Score -362064.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -362374.875000 Penalty: 2897.559082
	Iteration 5F: 3 clusters Score -362374.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -362605.687500 Penalty: 2897.559082
	Iteration 6F: 3 clusters Score -362605.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -362784.125000 Penalty: 2897.559082
	Iteration 7Q: 3 clusters Score -362784.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -362910.687500 Penalty: 2897.559082
	Iteration 8Q: 3 clusters Score -362910.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -363002.531250 Penalty: 2897.559082
	Iteration 9Q: 3 clusters Score -363002.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -363078.500000 Penalty: 2897.559082
	Iteration 10Q: 3 clusters Score -363078.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -363134.625000 Penalty: 2897.559082
	Iteration 11Q: 3 clusters Score -363134.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -363172.187500 Penalty: 2897.559082
	Iteration 12Q: 3 clusters Score -363172.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -363198.281250 Penalty: 2897.559082
	Iteration 13Q: 3 clusters Score -363198.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -363210.687500 Penalty: 2897.559082
	Iteration 14Q: 3 clusters Score -363210.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -363221.093750 Penalty: 2897.559082
	Iteration 15Q: 3 clusters Score -363221.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -363230.718750 Penalty: 2897.559082
	Iteration 16Q: 3 clusters Score -363230.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -363237.593750 Penalty: 2897.559082
	Iteration 17Q: 3 clusters Score -363237.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -363243.437500 Penalty: 2897.559082
	Iteration 18Q: 3 clusters Score -363243.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -363247.312500 Penalty: 2897.559082
	Iteration 19Q: 3 clusters Score -363247.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -363250.562500 Penalty: 2897.559082
	Iteration 20F: 3 clusters Score -363250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -363255.656250 Penalty: 2897.559082
	Iteration 21Q: 3 clusters Score -363255.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -363261.218750 Penalty: 2897.559082
	Iteration 22Q: 3 clusters Score -363261.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -363266.062500 Penalty: 2897.559082
	Iteration 23Q: 3 clusters Score -363266.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -363274.218750 Penalty: 2897.559082
	Iteration 24Q: 3 clusters Score -363274.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -363288.468750 Penalty: 2897.559082
	Iteration 25Q: 3 clusters Score -363288.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -363304.000000 Penalty: 2897.559082
	Iteration 26Q: 3 clusters Score -363304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -363315.375000 Penalty: 2897.559082
	Iteration 27Q: 3 clusters Score -363315.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -363324.000000 Penalty: 2897.559082
	Iteration 28Q: 3 clusters Score -363324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -363333.812500 Penalty: 2897.559082
	Iteration 29Q: 3 clusters Score -363333.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -363344.687500 Penalty: 2897.559082
	Iteration 30Q: 3 clusters Score -363344.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -363352.468750 Penalty: 2897.559082
	Iteration 31Q: 3 clusters Score -363352.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -363363.343750 Penalty: 2897.559082
	Iteration 32Q: 3 clusters Score -363363.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -363373.000000 Penalty: 2897.559082
	Iteration 33Q: 3 clusters Score -363373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -363383.875000 Penalty: 2897.559082
	Iteration 34Q: 3 clusters Score -363383.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -363393.437500 Penalty: 2897.559082
	Iteration 35Q: 3 clusters Score -363393.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -363406.000000 Penalty: 2897.559082
	Iteration 36Q: 3 clusters Score -363406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -363420.500000 Penalty: 2897.559082
	Iteration 37Q: 3 clusters Score -363420.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -363434.968750 Penalty: 2897.559082
	Iteration 38Q: 3 clusters Score -363435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -363449.375000 Penalty: 2897.559082
	Iteration 39Q: 3 clusters Score -363449.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -363461.593750 Penalty: 2897.559082
	Iteration 40F: 3 clusters Score -363461.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -363477.218750 Penalty: 2897.559082
	Iteration 41Q: 3 clusters Score -363477.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -363490.531250 Penalty: 2897.559082
	Iteration 42Q: 3 clusters Score -363490.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -363500.125000 Penalty: 2897.559082
	Iteration 43Q: 3 clusters Score -363500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -363507.343750 Penalty: 2897.559082
	Iteration 44Q: 3 clusters Score -363507.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -363513.812500 Penalty: 2897.559082
	Iteration 45Q: 3 clusters Score -363513.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -363522.531250 Penalty: 2897.559082
	Iteration 46Q: 3 clusters Score -363522.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -363529.343750 Penalty: 2897.559082
	Iteration 47Q: 3 clusters Score -363529.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -363537.375000 Penalty: 2897.559082
	Iteration 48Q: 3 clusters Score -363537.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -363543.343750 Penalty: 2897.559082
	Iteration 49Q: 3 clusters Score -363543.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -363549.531250 Penalty: 2897.559082
	Iteration 50Q: 3 clusters Score -363549.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -363554.218750 Penalty: 2897.559082
	Iteration 51Q: 3 clusters Score -363554.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -363558.531250 Penalty: 2897.559082
	Iteration 52Q: 3 clusters Score -363558.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -363562.843750 Penalty: 2897.559082
	Iteration 53Q: 3 clusters Score -363562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -363564.875000 Penalty: 2897.559082
	Iteration 54Q: 3 clusters Score -363564.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -363567.312500 Penalty: 2897.559082
	Iteration 55Q: 3 clusters Score -363567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -363568.062500 Penalty: 2897.559082
	Iteration 56Q: 3 clusters Score -363568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -363571.062500 Penalty: 2897.559082
	Iteration 57Q: 3 clusters Score -363571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -363571.593750 Penalty: 2897.559082
	Iteration 58Q: 3 clusters Score -363571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -363572.593750 Penalty: 2897.559082
	Iteration 59Q: 3 clusters Score -363572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -363573.750000 Penalty: 2897.559082
	Iteration 60F: 3 clusters Score -363573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -363573.343750 Penalty: 2897.559082
	Iteration 61Q: 3 clusters Score -363573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -363573.687500 Penalty: 2897.559082
	Iteration 62Q: 3 clusters Score -363573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -363573.875000 Penalty: 2897.559082
	Iteration 63Q: 3 clusters Score -363573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -363574.500000 Penalty: 2897.559082
	Iteration 64Q: 3 clusters Score -363574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -363575.468750 Penalty: 2897.559082
	Iteration 65Q: 3 clusters Score -363575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -363576.000000 Penalty: 2897.559082
	Iteration 66Q: 3 clusters Score -363576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -363576.937500 Penalty: 2897.559082
	Iteration 67Q: 3 clusters Score -363576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -363578.250000 Penalty: 2897.559082
	Iteration 68Q: 3 clusters Score -363578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -363580.031250 Penalty: 2897.559082
	Iteration 69Q: 3 clusters Score -363580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -363580.781250 Penalty: 2897.559082
	Iteration 70Q: 3 clusters Score -363580.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -363582.250000 Penalty: 2897.559082
	Iteration 71Q: 3 clusters Score -363582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -363583.281250 Penalty: 2897.559082
	Iteration 72Q: 3 clusters Score -363583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -363585.218750 Penalty: 2897.559082
	Iteration 73Q: 3 clusters Score -363585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -363587.218750 Penalty: 2897.559082
	Iteration 74Q: 3 clusters Score -363587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -363590.968750 Penalty: 2897.559082
	Iteration 75Q: 3 clusters Score -363591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -363593.343750 Penalty: 2897.559082
	Iteration 76Q: 3 clusters Score -363593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -363594.718750 Penalty: 2897.559082
	Iteration 77Q: 3 clusters Score -363594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -363595.343750 Penalty: 2897.559082
	Iteration 78Q: 3 clusters Score -363595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -363595.875000 Penalty: 2897.559082
	Iteration 79Q: 3 clusters Score -363595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -363595.687500 Penalty: 2897.559082
	Iteration 80F: 3 clusters Score -363595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -363596.531250 Penalty: 2897.559082
	Iteration 81Q: 3 clusters Score -363596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -363597.125000 Penalty: 2897.559082
	Iteration 82Q: 3 clusters Score -363597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -363599.000000 Penalty: 2897.559082
	Iteration 83Q: 3 clusters Score -363599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -363600.406250 Penalty: 2897.559082
	Iteration 84Q: 3 clusters Score -363600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -363600.281250 Penalty: 2897.559082
	Iteration 85Q: 3 clusters Score -363600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -363602.281250 Penalty: 2897.559082
	Iteration 86Q: 3 clusters Score -363602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -363602.968750 Penalty: 2897.559082
	Iteration 87Q: 3 clusters Score -363603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -363604.125000 Penalty: 2897.559082
	Iteration 88Q: 3 clusters Score -363604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -363604.187500 Penalty: 2897.559082
	Iteration 89Q: 3 clusters Score -363604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -363604.187500 Penalty: 2897.559082
	Iteration 90F: 3 clusters Score -363604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -68495.656250 Penalty: 1171.156860
	Iteration 0F: 2 clusters Score -68495.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66810.812500 Penalty: 2342.313721
	Iteration 0F: 3 clusters Score -66810.81 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -67110.210938 Penalty: 2342.313721
	Iteration 1F: 3 clusters Score -67110.21 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -67192.718750 Penalty: 2342.313721
	Iteration 2F: 3 clusters Score -67192.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67256.085938 Penalty: 2342.313721
	Iteration 3Q: 3 clusters Score -67256.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -67288.023438 Penalty: 2342.313721
	Iteration 4Q: 3 clusters Score -67288.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -67305.265625 Penalty: 2342.313721
	Iteration 5Q: 3 clusters Score -67305.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -67321.351562 Penalty: 2342.313721
	Iteration 6Q: 3 clusters Score -67321.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -67335.429688 Penalty: 2342.313721
	Iteration 7Q: 3 clusters Score -67335.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -67348.890625 Penalty: 2342.313721
	Iteration 8Q: 3 clusters Score -67348.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67359.031250 Penalty: 2342.313721
	Iteration 9Q: 3 clusters Score -67359.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -67365.609375 Penalty: 2342.313721
	Iteration 10Q: 3 clusters Score -67365.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -67373.242188 Penalty: 2342.313721
	Iteration 11Q: 3 clusters Score -67373.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -67379.742188 Penalty: 2342.313721
	Iteration 12Q: 3 clusters Score -67379.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -67383.265625 Penalty: 2342.313721
	Iteration 13Q: 3 clusters Score -67383.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -67384.703125 Penalty: 2342.313721
	Iteration 14Q: 3 clusters Score -67384.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -67384.703125 Penalty: 2342.313721
	Iteration 15F: 3 clusters Score -67384.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Entering Unmasked Estep 
Score: -1839850.250000 Penalty: 1700.235718
	Iteration 0F: 2 clusters Score -1839850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1816254.000000 Penalty: 3400.471436
	Iteration 0F: 3 clusters Score -1816254 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1825164.500000 Penalty: 3400.471436
	Iteration 1F: 3 clusters Score -1825164 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1825560.500000 Penalty: 3400.471436
	Iteration 2Q: 3 clusters Score -1825560 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1825986.000000 Penalty: 3400.471436
	Iteration 3Q: 3 clusters Score -1825986 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -1826492.375000 Penalty: 3400.471436
	Iteration 4Q: 3 clusters Score -1826492 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -1827228.375000 Penalty: 3400.471436
	Iteration 5Q: 3 clusters Score -1827228 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -1828327.125000 Penalty: 3400.471436
	Iteration 6F: 3 clusters Score -1828327 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -1829896.750000 Penalty: 3400.471436
	Iteration 7F: 3 clusters Score -1829897 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -1831843.250000 Penalty: 3400.471436
	Iteration 8F: 3 clusters Score -1831843 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1833774.875000 Penalty: 3400.471436
	Iteration 9F: 3 clusters Score -1833775 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -1835371.500000 Penalty: 3400.471436
	Iteration 10F: 3 clusters Score -1835372 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -1836528.625000 Penalty: 3400.471436
	Iteration 11Q: 3 clusters Score -1836529 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -1837259.500000 Penalty: 3400.471436
	Iteration 12Q: 3 clusters Score -1837260 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -1837704.625000 Penalty: 3400.471436
	Iteration 13Q: 3 clusters Score -1837705 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -1837941.500000 Penalty: 3400.471436
	Iteration 14Q: 3 clusters Score -1837942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -1838072.000000 Penalty: 3400.471436
	Iteration 15Q: 3 clusters Score -1838072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -1838152.750000 Penalty: 3400.471436
	Iteration 16Q: 3 clusters Score -1838153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -1838210.250000 Penalty: 3400.471436
	Iteration 17Q: 3 clusters Score -1838210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -1838260.250000 Penalty: 3400.471436
	Iteration 18Q: 3 clusters Score -1838260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -1838291.875000 Penalty: 3400.471436
	Iteration 19Q: 3 clusters Score -1838292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -1838315.125000 Penalty: 3400.471436
	Iteration 20F: 3 clusters Score -1838315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -1838334.500000 Penalty: 3400.471436
	Iteration 21Q: 3 clusters Score -1838334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -1838347.750000 Penalty: 3400.471436
	Iteration 22Q: 3 clusters Score -1838348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -1838366.875000 Penalty: 3400.471436
	Iteration 23Q: 3 clusters Score -1838367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -1838378.500000 Penalty: 3400.471436
	Iteration 24Q: 3 clusters Score -1838378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -1838384.625000 Penalty: 3400.471436
	Iteration 25Q: 3 clusters Score -1838385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -1838384.625000 Penalty: 3400.471436
	Iteration 26F: 3 clusters Score -1838385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Entering Unmasked Estep 
Score: -3309528.500000 Penalty: 1796.598145
	Iteration 0F: 2 clusters Score -3309528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3267205.000000 Penalty: 3593.196289
	Iteration 0F: 3 clusters Score -3267205 nChanged 29882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3284051.250000 Penalty: 3593.196289
	Iteration 1F: 3 clusters Score -3284051 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3284591.250000 Penalty: 3593.196289
	Iteration 2Q: 3 clusters Score -3284591 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3285190.500000 Penalty: 3593.196289
	Iteration 3Q: 3 clusters Score -3285190 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3285871.000000 Penalty: 3593.196289
	Iteration 4Q: 3 clusters Score -3285871 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3286908.250000 Penalty: 3593.196289
	Iteration 5Q: 3 clusters Score -3286908 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3288704.500000 Penalty: 3593.196289
	Iteration 6F: 3 clusters Score -3288704 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3291869.000000 Penalty: 3593.196289
	Iteration 7F: 3 clusters Score -3291869 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3296504.500000 Penalty: 3593.196289
	Iteration 8F: 3 clusters Score -3296504 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3301631.000000 Penalty: 3593.196289
	Iteration 9F: 3 clusters Score -3301631 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3305324.500000 Penalty: 3593.196289
	Iteration 10F: 3 clusters Score -3305324 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3306966.250000 Penalty: 3593.196289
	Iteration 11Q: 3 clusters Score -3306966 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3307597.250000 Penalty: 3593.196289
	Iteration 12Q: 3 clusters Score -3307597 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3307813.250000 Penalty: 3593.196289
	Iteration 13Q: 3 clusters Score -3307813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3307906.500000 Penalty: 3593.196289
	Iteration 14Q: 3 clusters Score -3307906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3307958.000000 Penalty: 3593.196289
	Iteration 15Q: 3 clusters Score -3307958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3307975.500000 Penalty: 3593.196289
	Iteration 16Q: 3 clusters Score -3307976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3307987.250000 Penalty: 3593.196289
	Iteration 17Q: 3 clusters Score -3307987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3307990.750000 Penalty: 3593.196289
	Iteration 18Q: 3 clusters Score -3307991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3307996.500000 Penalty: 3593.196289
	Iteration 19Q: 3 clusters Score -3307996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3307997.000000 Penalty: 3593.196289
	Iteration 20F: 3 clusters Score -3307997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3308004.750000 Penalty: 3593.196289
	Iteration 21Q: 3 clusters Score -3308005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3308007.750000 Penalty: 3593.196289
	Iteration 22Q: 3 clusters Score -3308008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3308011.250000 Penalty: 3593.196289
	Iteration 23Q: 3 clusters Score -3308011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3308007.500000 Penalty: 3593.196289
	Iteration 24Q: 3 clusters Score -3308008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3308007.500000 Penalty: 3593.196289
	Iteration 25F: 3 clusters Score -3308008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 8141 members 
Mstep: Class 3 contains 8917 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 31450 members 
Mstep: Class 9 contains 9833 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 48937 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 20010 members 
Mstep: Class 15 contains 7618 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 34996 members 
Mstep: Class 20 contains 63322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521656.000000 Penalty: 40702.550781
Iteration 79Q: 20 clusters Score -2.652166e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 209349 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 8 contains 31353 members 
Mstep: Class 9 contains 9835 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 49061 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 20031 members 
Mstep: Class 15 contains 7686 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 35367 members 
Mstep: Class 20 contains 63703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522046.000000 Penalty: 40702.550781
Iteration 80F: 20 clusters Score -2.652205e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 210276 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 31223 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 17420 members 
Mstep: Class 12 contains 48349 members 
Mstep: Class 13 contains 1427 members 
Mstep: Class 14 contains 20049 members 
Mstep: Class 15 contains 7727 members 
Mstep: Class 16 contains 7450 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 35616 members 
Mstep: Class 20 contains 63936 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 20 clusters Score -2.652268e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 211121 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 8900 members 
Mstep: Class 7 contains 3471 members 
Mstep: Class 8 contains 31072 members 
Mstep: Class 9 contains 8348 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 17429 members 
Mstep: Class 12 contains 47654 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 20058 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 7451 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 35866 members 
Mstep: Class 20 contains 64163 members 
Entering Unmasked Estep 
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Iteration 82Q: 20 clusters Score -2.65232e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 8144 members 
Mstep: Class 3 contains 8958 members 
Mstep: Class 4 contains 211848 members 
Mstep: Class 5 contains 3252 members 
Mstep: Class 6 contains 8963 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 30922 members 
Mstep: Class 9 contains 7704 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 46950 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 20067 members 
Mstep: Class 15 contains 8013 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 36127 members 
Mstep: Class 20 contains 64384 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -2.652328e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 212550 members 
Mstep: Class 5 contains 3252 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 30778 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 17465 members 
Mstep: Class 12 contains 46240 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 20067 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 36383 members 
Mstep: Class 20 contains 64586 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -2.652381e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 8966 members 
Mstep: Class 4 contains 213162 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 9046 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 30650 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 17496 members 
Mstep: Class 12 contains 45543 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 20072 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 36636 members 
Mstep: Class 20 contains 64767 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -2.652409e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 4 contains 213768 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 9056 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 30523 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 17522 members 
Mstep: Class 12 contains 44801 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 20076 members 
Mstep: Class 15 contains 8538 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 36912 members 
Mstep: Class 20 contains 64929 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -2.652439e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 8114 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 214359 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 9086 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 30380 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 17554 members 
Mstep: Class 12 contains 44086 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 20079 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 37170 members 
Mstep: Class 20 contains 65077 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -2.652476e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 8105 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 214883 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 9100 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 30280 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 17594 members 
Mstep: Class 12 contains 43383 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 14 contains 20079 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 37424 members 
Mstep: Class 20 contains 65221 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -2.652524e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 215317 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 30179 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 4137 members 
Mstep: Class 11 contains 17639 members 
Mstep: Class 12 contains 42686 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 20084 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 37669 members 
Mstep: Class 20 contains 65347 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -2.652554e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 215752 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 9132 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 30052 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 17682 members 
Mstep: Class 12 contains 41985 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 20100 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 7465 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 37921 members 
Mstep: Class 20 contains 65493 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -2.652574e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 216156 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 9136 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 29925 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 4177 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 41297 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 20111 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 38201 members 
Mstep: Class 20 contains 65620 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -2.652594e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 8053 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 216532 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 29785 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 17781 members 
Mstep: Class 12 contains 40643 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 20114 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 38476 members 
Mstep: Class 20 contains 65750 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -2.652622e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 216870 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 29667 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 17829 members 
Mstep: Class 12 contains 39991 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 20121 members 
Mstep: Class 15 contains 10082 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 38730 members 
Mstep: Class 20 contains 65855 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -2.65264e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 217214 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 29548 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 17874 members 
Mstep: Class 12 contains 39365 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 20125 members 
Mstep: Class 15 contains 10298 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 38991 members 
Mstep: Class 20 contains 65965 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -2.652678e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 217607 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 3660 members 
Mstep: Class 8 contains 29417 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 17898 members 
Mstep: Class 12 contains 38685 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 20136 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 7445 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 39249 members 
Mstep: Class 20 contains 66096 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 20 clusters Score -2.652706e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 217951 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 29294 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 17930 members 
Mstep: Class 12 contains 38043 members 
Mstep: Class 13 contains 1424 members 
Mstep: Class 14 contains 20144 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 7432 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 39491 members 
Mstep: Class 20 contains 66209 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -2.652734e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 7946 members 
Mstep: Class 3 contains 9014 members 
Mstep: Class 4 contains 218271 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 29168 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 17957 members 
Mstep: Class 12 contains 37425 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 10957 members 
Mstep: Class 16 contains 7415 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 39745 members 
Mstep: Class 20 contains 66332 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -2.652736e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 7916 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 218548 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 9151 members 
Mstep: Class 7 contains 3735 members 
Mstep: Class 8 contains 29061 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 17992 members 
Mstep: Class 12 contains 36817 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 20153 members 
Mstep: Class 15 contains 11164 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 39971 members 
Mstep: Class 20 contains 66460 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -2.652767e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 7895 members 
Mstep: Class 3 contains 9019 members 
Mstep: Class 4 contains 218761 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 9149 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 28953 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 18027 members 
Mstep: Class 12 contains 36229 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 20151 members 
Mstep: Class 15 contains 11378 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 40212 members 
Mstep: Class 20 contains 66577 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -2.652779e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 7867 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 218915 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 28855 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 18053 members 
Mstep: Class 12 contains 35682 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 20150 members 
Mstep: Class 15 contains 11571 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 40453 members 
Mstep: Class 20 contains 66690 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -2.652814e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 219033 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 9156 members 
Mstep: Class 7 contains 3794 members 
Mstep: Class 8 contains 28775 members 
Mstep: Class 9 contains 2119 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 18095 members 
Mstep: Class 12 contains 35177 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 20155 members 
Mstep: Class 15 contains 11777 members 
Mstep: Class 16 contains 7330 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 40688 members 
Mstep: Class 20 contains 66776 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -2.65283e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 7800 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 219163 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 3812 members 
Mstep: Class 8 contains 28694 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 4264 members 
Mstep: Class 11 contains 18140 members 
Mstep: Class 12 contains 34620 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 20158 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 7310 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 40958 members 
Mstep: Class 20 contains 66846 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -2.65286e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 219299 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 28622 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 34063 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 20159 members 
Mstep: Class 15 contains 12179 members 
Mstep: Class 16 contains 7302 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 41232 members 
Mstep: Class 20 contains 66903 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -2.652863e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 7747 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 219431 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 9169 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 28543 members 
Mstep: Class 9 contains 1869 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 18212 members 
Mstep: Class 12 contains 33516 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 20153 members 
Mstep: Class 15 contains 12384 members 
Mstep: Class 16 contains 7289 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 41499 members 
Mstep: Class 20 contains 66951 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -2.652878e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 7722 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 219558 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 28463 members 
Mstep: Class 9 contains 1788 members 
Mstep: Class 10 contains 4301 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 32965 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 20155 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 20 contains 67002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2075.571045 but Gain 2142.242188
Score: -26528932.000000 Penalty: 38560.308594
Iteration 105Q: 19 clusters Score -2.652893e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 7690 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 221387 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 28398 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 18275 members 
Mstep: Class 12 contains 32470 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 20159 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 41971 members 
Mstep: Class 20 contains 67044 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -2.653086e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 221583 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 28348 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 18314 members 
Mstep: Class 12 contains 31744 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 20165 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 42203 members 
Mstep: Class 20 contains 67096 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -2.653105e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 221727 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 9208 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 28285 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 31080 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 20170 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 42470 members 
Mstep: Class 20 contains 67118 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -2.653114e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 7554 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 221863 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 28228 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 18401 members 
Mstep: Class 12 contains 30485 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 13413 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 42710 members 
Mstep: Class 20 contains 67152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531192.000000 Penalty: 38560.308594
Iteration 109Q: 19 clusters Score -2.653119e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 222013 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 28169 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 18447 members 
Mstep: Class 12 contains 29901 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 20176 members 
Mstep: Class 15 contains 13594 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 42936 members 
Mstep: Class 20 contains 67180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531174.000000 Penalty: 38560.308594
Iteration 110Q: 19 clusters Score -2.653117e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 222134 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 28108 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 18493 members 
Mstep: Class 12 contains 29370 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 20177 members 
Mstep: Class 15 contains 13756 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 43150 members 
Mstep: Class 20 contains 67232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531304.000000 Penalty: 38560.308594
Iteration 111Q: 19 clusters Score -2.65313e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 9039 members 
Mstep: Class 4 contains 222271 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 3948 members 
Mstep: Class 8 contains 28038 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 18543 members 
Mstep: Class 12 contains 28881 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 20177 members 
Mstep: Class 15 contains 13888 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 43338 members 
Mstep: Class 20 contains 67280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531360.000000 Penalty: 38560.308594
Iteration 112Q: 19 clusters Score -2.653136e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 222408 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 27984 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 28395 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 20177 members 
Mstep: Class 15 contains 14006 members 
Mstep: Class 16 contains 7184 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 43505 members 
Mstep: Class 20 contains 67308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531526.000000 Penalty: 38560.308594
Iteration 113Q: 19 clusters Score -2.653153e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 222568 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 27934 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 18637 members 
Mstep: Class 12 contains 27922 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 20176 members 
Mstep: Class 15 contains 14127 members 
Mstep: Class 16 contains 7179 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 43652 members 
Mstep: Class 20 contains 67336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531580.000000 Penalty: 38560.308594
Iteration 114Q: 19 clusters Score -2.653158e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 222694 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 9217 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 27889 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 18671 members 
Mstep: Class 12 contains 27523 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 20176 members 
Mstep: Class 15 contains 14240 members 
Mstep: Class 16 contains 7174 members 
Mstep: Class 17 contains 2295 members 
Mstep: Class 18 contains 43794 members 
Mstep: Class 20 contains 67346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531730.000000 Penalty: 38560.308594
Iteration 115Q: 19 clusters Score -2.653173e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 222821 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 27851 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 11 contains 18715 members 
Mstep: Class 12 contains 27145 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 7165 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 43931 members 
Mstep: Class 20 contains 67359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531638.000000 Penalty: 38560.308594
Iteration 116Q: 19 clusters Score -2.653164e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 222938 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 27816 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 18751 members 
Mstep: Class 12 contains 26767 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 20176 members 
Mstep: Class 15 contains 14467 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 44070 members 
Mstep: Class 20 contains 67374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531802.000000 Penalty: 38560.308594
Iteration 117Q: 19 clusters Score -2.65318e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223037 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 27786 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 18778 members 
Mstep: Class 12 contains 26394 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 20180 members 
Mstep: Class 15 contains 14575 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 44214 members 
Mstep: Class 20 contains 67406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531732.000000 Penalty: 38560.308594
Iteration 118Q: 19 clusters Score -2.653173e+07 nChanged 902
Entering ConstructFrom: 
Score: -26531732.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (40638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Entering Unmasked Estep 
Score: -2110245.750000 Penalty: 1724.524658
	Iteration 0F: 2 clusters Score -2110246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2082860.375000 Penalty: 3449.049316
	Iteration 0F: 3 clusters Score -2082860 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2093622.500000 Penalty: 3449.049316
	Iteration 1F: 3 clusters Score -2093622 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2093955.250000 Penalty: 3449.049316
	Iteration 2Q: 3 clusters Score -2093955 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2094280.375000 Penalty: 3449.049316
	Iteration 3Q: 3 clusters Score -2094280 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2094629.625000 Penalty: 3449.049316
	Iteration 4Q: 3 clusters Score -2094630 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2095069.125000 Penalty: 3449.049316
	Iteration 5Q: 3 clusters Score -2095069 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2095708.750000 Penalty: 3449.049316
	Iteration 6Q: 3 clusters Score -2095709 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2096739.625000 Penalty: 3449.049316
	Iteration 7F: 3 clusters Score -2096740 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2098221.750000 Penalty: 3449.049316
	Iteration 8F: 3 clusters Score -2098222 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2100308.000000 Penalty: 3449.049316
	Iteration 9F: 3 clusters Score -2100308 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2102689.500000 Penalty: 3449.049316
	Iteration 10F: 3 clusters Score -2102690 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2104792.250000 Penalty: 3449.049316
	Iteration 11F: 3 clusters Score -2104792 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2106431.250000 Penalty: 3449.049316
	Iteration 12Q: 3 clusters Score -2106431 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2107484.500000 Penalty: 3449.049316
	Iteration 13Q: 3 clusters Score -2107484 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2108078.250000 Penalty: 3449.049316
	Iteration 14Q: 3 clusters Score -2108078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2108427.250000 Penalty: 3449.049316
	Iteration 15Q: 3 clusters Score -2108427 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2108635.500000 Penalty: 3449.049316
	Iteration 16Q: 3 clusters Score -2108636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2108793.000000 Penalty: 3449.049316
	Iteration 17Q: 3 clusters Score -2108793 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2108878.750000 Penalty: 3449.049316
	Iteration 18Q: 3 clusters Score -2108879 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2108949.500000 Penalty: 3449.049316
	Iteration 19Q: 3 clusters Score -2108950 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2109005.250000 Penalty: 3449.049316
	Iteration 20F: 3 clusters Score -2109005 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2109057.000000 Penalty: 3449.049316
	Iteration 21Q: 3 clusters Score -2109057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2109088.250000 Penalty: 3449.049316
	Iteration 22Q: 3 clusters Score -2109088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2109118.250000 Penalty: 3449.049316
	Iteration 23Q: 3 clusters Score -2109118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2109132.750000 Penalty: 3449.049316
	Iteration 24Q: 3 clusters Score -2109133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2109141.000000 Penalty: 3449.049316
	Iteration 25Q: 3 clusters Score -2109141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2109147.500000 Penalty: 3449.049316
	Iteration 26Q: 3 clusters Score -2109148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2109150.500000 Penalty: 3449.049316
	Iteration 27Q: 3 clusters Score -2109150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2109150.500000 Penalty: 3449.049316
	Iteration 28Q: 3 clusters Score -2109150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2109157.000000 Penalty: 3449.049316
	Iteration 29Q: 3 clusters Score -2109157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2109159.750000 Penalty: 3449.049316
	Iteration 30Q: 3 clusters Score -2109160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2109159.750000 Penalty: 3449.049316
	Iteration 31Q: 3 clusters Score -2109160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2109166.500000 Penalty: 3449.049316
	Iteration 32Q: 3 clusters Score -2109166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2109164.250000 Penalty: 3449.049316
	Iteration 33Q: 3 clusters Score -2109164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2109168.250000 Penalty: 3449.049316
	Iteration 34Q: 3 clusters Score -2109168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2109167.500000 Penalty: 3449.049316
	Iteration 35Q: 3 clusters Score -2109168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2109168.500000 Penalty: 3449.049316
	Iteration 36Q: 3 clusters Score -2109168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2109169.250000 Penalty: 3449.049316
	Iteration 37Q: 3 clusters Score -2109169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2109169.500000 Penalty: 3449.049316
	Iteration 38Q: 3 clusters Score -2109170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2109169.500000 Penalty: 3449.049316
	Iteration 39Q: 3 clusters Score -2109170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2109171.750000 Penalty: 3449.049316
	Iteration 40F: 3 clusters Score -2109172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2109173.500000 Penalty: 3449.049316
	Iteration 41Q: 3 clusters Score -2109174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2109173.500000 Penalty: 3449.049316
	Iteration 42Q: 3 clusters Score -2109174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2109177.250000 Penalty: 3449.049316
	Iteration 43Q: 3 clusters Score -2109177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2109175.000000 Penalty: 3449.049316
	Iteration 44Q: 3 clusters Score -2109175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2109176.500000 Penalty: 3449.049316
	Iteration 45Q: 3 clusters Score -2109176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2109176.750000 Penalty: 3449.049316
	Iteration 46Q: 3 clusters Score -2109177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2109176.750000 Penalty: 3449.049316
	Iteration 47F: 3 clusters Score -2109177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -360454.500000 Penalty: 1443.794067
	Iteration 0F: 2 clusters Score -360454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -355052.687500 Penalty: 2887.588135
	Iteration 0F: 3 clusters Score -355052.7 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -356701.937500 Penalty: 2887.588135
	Iteration 1F: 3 clusters Score -356701.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -357036.781250 Penalty: 2887.588135
	Iteration 2F: 3 clusters Score -357036.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -357375.375000 Penalty: 2887.588135
	Iteration 3F: 3 clusters Score -357375.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -357752.125000 Penalty: 2887.588135
	Iteration 4F: 3 clusters Score -357752.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -358133.906250 Penalty: 2887.588135
	Iteration 5F: 3 clusters Score -358133.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -358521.875000 Penalty: 2887.588135
	Iteration 6F: 3 clusters Score -358521.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -358905.000000 Penalty: 2887.588135
	Iteration 7F: 3 clusters Score -358905 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -359257.531250 Penalty: 2887.588135
	Iteration 8F: 3 clusters Score -359257.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -359477.625000 Penalty: 2887.588135
	Iteration 9Q: 3 clusters Score -359477.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -359581.156250 Penalty: 2887.588135
	Iteration 10Q: 3 clusters Score -359581.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -359638.875000 Penalty: 2887.588135
	Iteration 11Q: 3 clusters Score -359638.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -359678.218750 Penalty: 2887.588135
	Iteration 12Q: 3 clusters Score -359678.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -359704.187500 Penalty: 2887.588135
	Iteration 13Q: 3 clusters Score -359704.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -359714.593750 Penalty: 2887.588135
	Iteration 14Q: 3 clusters Score -359714.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -359722.375000 Penalty: 2887.588135
	Iteration 15Q: 3 clusters Score -359722.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -359729.125000 Penalty: 2887.588135
	Iteration 16Q: 3 clusters Score -359729.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -359737.218750 Penalty: 2887.588135
	Iteration 17Q: 3 clusters Score -359737.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -359739.000000 Penalty: 2887.588135
	Iteration 18Q: 3 clusters Score -359739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -359740.937500 Penalty: 2887.588135
	Iteration 19Q: 3 clusters Score -359740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -359743.125000 Penalty: 2887.588135
	Iteration 20F: 3 clusters Score -359743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -359743.937500 Penalty: 2887.588135
	Iteration 21Q: 3 clusters Score -359743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -359745.312500 Penalty: 2887.588135
	Iteration 22Q: 3 clusters Score -359745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -359744.750000 Penalty: 2887.588135
	Iteration 23Q: 3 clusters Score -359744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -359747.093750 Penalty: 2887.588135
	Iteration 24Q: 3 clusters Score -359747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -359747.812500 Penalty: 2887.588135
	Iteration 25Q: 3 clusters Score -359747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -359748.781250 Penalty: 2887.588135
	Iteration 26Q: 3 clusters Score -359748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -359747.375000 Penalty: 2887.588135
	Iteration 27Q: 3 clusters Score -359747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -359747.375000 Penalty: 2887.588135
	Iteration 28F: 3 clusters Score -359747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -478964.343750 Penalty: 1480.297729
	Iteration 0F: 2 clusters Score -478964.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -472402.812500 Penalty: 2960.595459
	Iteration 0F: 3 clusters Score -472402.8 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -474457.843750 Penalty: 2960.595459
	Iteration 1F: 3 clusters Score -474457.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -474714.187500 Penalty: 2960.595459
	Iteration 2F: 3 clusters Score -474714.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -474956.625000 Penalty: 2960.595459
	Iteration 3F: 3 clusters Score -474956.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -475175.000000 Penalty: 2960.595459
	Iteration 4F: 3 clusters Score -475175 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -475359.156250 Penalty: 2960.595459
	Iteration 5Q: 3 clusters Score -475359.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -475525.187500 Penalty: 2960.595459
	Iteration 6Q: 3 clusters Score -475525.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -475689.562500 Penalty: 2960.595459
	Iteration 7Q: 3 clusters Score -475689.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -475846.500000 Penalty: 2960.595459
	Iteration 8Q: 3 clusters Score -475846.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -476003.468750 Penalty: 2960.595459
	Iteration 9Q: 3 clusters Score -476003.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -476169.937500 Penalty: 2960.595459
	Iteration 10Q: 3 clusters Score -476169.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -476342.093750 Penalty: 2960.595459
	Iteration 11Q: 3 clusters Score -476342.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -476485.500000 Penalty: 2960.595459
	Iteration 12Q: 3 clusters Score -476485.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -476594.500000 Penalty: 2960.595459
	Iteration 13Q: 3 clusters Score -476594.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -476681.375000 Penalty: 2960.595459
	Iteration 14Q: 3 clusters Score -476681.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -476766.062500 Penalty: 2960.595459
	Iteration 15Q: 3 clusters Score -476766.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -476844.375000 Penalty: 2960.595459
	Iteration 16Q: 3 clusters Score -476844.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -476926.843750 Penalty: 2960.595459
	Iteration 17Q: 3 clusters Score -476926.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -477021.562500 Penalty: 2960.595459
	Iteration 18Q: 3 clusters Score -477021.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -477106.593750 Penalty: 2960.595459
	Iteration 19Q: 3 clusters Score -477106.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -477175.531250 Penalty: 2960.595459
	Iteration 20F: 3 clusters Score -477175.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -477236.187500 Penalty: 2960.595459
	Iteration 21Q: 3 clusters Score -477236.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -477302.500000 Penalty: 2960.595459
	Iteration 22Q: 3 clusters Score -477302.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -477357.468750 Penalty: 2960.595459
	Iteration 23Q: 3 clusters Score -477357.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -477398.093750 Penalty: 2960.595459
	Iteration 24Q: 3 clusters Score -477398.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -477439.875000 Penalty: 2960.595459
	Iteration 25Q: 3 clusters Score -477439.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -477477.625000 Penalty: 2960.595459
	Iteration 26Q: 3 clusters Score -477477.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -477514.875000 Penalty: 2960.595459
	Iteration 27Q: 3 clusters Score -477514.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -477550.406250 Penalty: 2960.595459
	Iteration 28Q: 3 clusters Score -477550.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -477581.531250 Penalty: 2960.595459
	Iteration 29Q: 3 clusters Score -477581.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -477611.875000 Penalty: 2960.595459
	Iteration 30Q: 3 clusters Score -477611.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -477642.218750 Penalty: 2960.595459
	Iteration 31Q: 3 clusters Score -477642.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -477664.156250 Penalty: 2960.595459
	Iteration 32Q: 3 clusters Score -477664.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -477680.875000 Penalty: 2960.595459
	Iteration 33Q: 3 clusters Score -477680.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -477694.968750 Penalty: 2960.595459
	Iteration 34Q: 3 clusters Score -477695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -477705.687500 Penalty: 2960.595459
	Iteration 35Q: 3 clusters Score -477705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -477709.281250 Penalty: 2960.595459
	Iteration 36Q: 3 clusters Score -477709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -477715.062500 Penalty: 2960.595459
	Iteration 37Q: 3 clusters Score -477715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -477720.468750 Penalty: 2960.595459
	Iteration 38Q: 3 clusters Score -477720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -477728.906250 Penalty: 2960.595459
	Iteration 39Q: 3 clusters Score -477728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -477737.687500 Penalty: 2960.595459
	Iteration 40F: 3 clusters Score -477737.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -477745.218750 Penalty: 2960.595459
	Iteration 41Q: 3 clusters Score -477745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -477748.531250 Penalty: 2960.595459
	Iteration 42Q: 3 clusters Score -477748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -477751.968750 Penalty: 2960.595459
	Iteration 43Q: 3 clusters Score -477752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -477754.531250 Penalty: 2960.595459
	Iteration 44Q: 3 clusters Score -477754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -477757.093750 Penalty: 2960.595459
	Iteration 45Q: 3 clusters Score -477757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -477758.062500 Penalty: 2960.595459
	Iteration 46Q: 3 clusters Score -477758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -477760.250000 Penalty: 2960.595459
	Iteration 47Q: 3 clusters Score -477760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -477760.718750 Penalty: 2960.595459
	Iteration 48Q: 3 clusters Score -477760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -477760.718750 Penalty: 2960.595459
	Iteration 49F: 3 clusters Score -477760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223156 members 
Entering Unmasked Estep 
Score: -11599516.000000 Penalty: 2001.289307
	Iteration 0F: 2 clusters Score -1.159952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -11448780.000000 Penalty: 4002.578613
	Iteration 0F: 3 clusters Score -1.144878e+07 nChanged 108644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -11513859.000000 Penalty: 4002.578613
	Iteration 1F: 3 clusters Score -1.151386e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122376 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -11516237.000000 Penalty: 4002.578613
	Iteration 2Q: 3 clusters Score -1.151624e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129405 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -11520517.000000 Penalty: 4002.578613
	Iteration 3Q: 3 clusters Score -1.152052e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -11528643.000000 Penalty: 4002.578613
	Iteration 4F: 3 clusters Score -1.152864e+07 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -11541433.000000 Penalty: 4002.578613
	Iteration 5F: 3 clusters Score -1.154143e+07 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -11557436.000000 Penalty: 4002.578613
	Iteration 6F: 3 clusters Score -1.155744e+07 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185630 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -11573072.000000 Penalty: 4002.578613
	Iteration 7F: 3 clusters Score -1.157307e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195056 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -11585949.000000 Penalty: 4002.578613
	Iteration 8Q: 3 clusters Score -1.158595e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199295 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -11592534.000000 Penalty: 4002.578613
	Iteration 9Q: 3 clusters Score -1.159253e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201414 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -11594934.000000 Penalty: 4002.578613
	Iteration 10Q: 3 clusters Score -1.159493e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203124 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -11596027.000000 Penalty: 4002.578613
	Iteration 11Q: 3 clusters Score -1.159603e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204543 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -11596624.000000 Penalty: 4002.578613
	Iteration 12Q: 3 clusters Score -1.159662e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205716 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -11596973.000000 Penalty: 4002.578613
	Iteration 13Q: 3 clusters Score -1.159697e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206662 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -11597228.000000 Penalty: 4002.578613
	Iteration 14Q: 3 clusters Score -1.159723e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -11597457.000000 Penalty: 4002.578613
	Iteration 15Q: 3 clusters Score -1.159746e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208315 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -11597606.000000 Penalty: 4002.578613
	Iteration 16Q: 3 clusters Score -1.159761e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209021 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -11597755.000000 Penalty: 4002.578613
	Iteration 17Q: 3 clusters Score -1.159776e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -11597876.000000 Penalty: 4002.578613
	Iteration 18Q: 3 clusters Score -1.159788e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210162 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -11597979.000000 Penalty: 4002.578613
	Iteration 19Q: 3 clusters Score -1.159798e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210664 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -11598118.000000 Penalty: 4002.578613
	Iteration 20F: 3 clusters Score -1.159812e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211105 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -11598102.000000 Penalty: 4002.578613
	Iteration 21Q: 3 clusters Score -1.15981e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211522 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -11598153.000000 Penalty: 4002.578613
	Iteration 22Q: 3 clusters Score -1.159815e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211877 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -11598219.000000 Penalty: 4002.578613
	Iteration 23Q: 3 clusters Score -1.159822e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212198 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -11598267.000000 Penalty: 4002.578613
	Iteration 24Q: 3 clusters Score -1.159827e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212474 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -11598287.000000 Penalty: 4002.578613
	Iteration 25Q: 3 clusters Score -1.159829e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212760 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -11598335.000000 Penalty: 4002.578613
	Iteration 26Q: 3 clusters Score -1.159834e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213037 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -11598355.000000 Penalty: 4002.578613
	Iteration 27Q: 3 clusters Score -1.159836e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213282 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -11598399.000000 Penalty: 4002.578613
	Iteration 28Q: 3 clusters Score -1.15984e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213516 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -11598442.000000 Penalty: 4002.578613
	Iteration 29Q: 3 clusters Score -1.159844e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213734 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -11598509.000000 Penalty: 4002.578613
	Iteration 30Q: 3 clusters Score -1.159851e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213955 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -11598530.000000 Penalty: 4002.578613
	Iteration 31Q: 3 clusters Score -1.159853e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214182 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -11598524.000000 Penalty: 4002.578613
	Iteration 32Q: 3 clusters Score -1.159852e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214383 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -11598519.000000 Penalty: 4002.578613
	Iteration 33Q: 3 clusters Score -1.159852e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214571 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -11598572.000000 Penalty: 4002.578613
	Iteration 34Q: 3 clusters Score -1.159857e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214746 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -11598589.000000 Penalty: 4002.578613
	Iteration 35Q: 3 clusters Score -1.159859e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214893 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -11598607.000000 Penalty: 4002.578613
	Iteration 36Q: 3 clusters Score -1.159861e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215024 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -11598627.000000 Penalty: 4002.578613
	Iteration 37Q: 3 clusters Score -1.159863e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215154 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -11598631.000000 Penalty: 4002.578613
	Iteration 38Q: 3 clusters Score -1.159863e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215257 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -11598649.000000 Penalty: 4002.578613
	Iteration 39Q: 3 clusters Score -1.159865e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215342 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -11598644.000000 Penalty: 4002.578613
	Iteration 40F: 3 clusters Score -1.159864e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215417 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -11598650.000000 Penalty: 4002.578613
	Iteration 41Q: 3 clusters Score -1.159865e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215492 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -11598670.000000 Penalty: 4002.578613
	Iteration 42Q: 3 clusters Score -1.159867e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215578 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -11598666.000000 Penalty: 4002.578613
	Iteration 43Q: 3 clusters Score -1.159867e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215667 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -11598642.000000 Penalty: 4002.578613
	Iteration 44Q: 3 clusters Score -1.159864e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215752 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -11598654.000000 Penalty: 4002.578613
	Iteration 45Q: 3 clusters Score -1.159865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215824 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -11598659.000000 Penalty: 4002.578613
	Iteration 46Q: 3 clusters Score -1.159866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215901 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -11598666.000000 Penalty: 4002.578613
	Iteration 47Q: 3 clusters Score -1.159867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -11598669.000000 Penalty: 4002.578613
	Iteration 48Q: 3 clusters Score -1.159867e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216043 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -11598693.000000 Penalty: 4002.578613
	Iteration 49Q: 3 clusters Score -1.159869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216097 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -11598687.000000 Penalty: 4002.578613
	Iteration 50Q: 3 clusters Score -1.159869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216159 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -11598686.000000 Penalty: 4002.578613
	Iteration 51Q: 3 clusters Score -1.159869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216223 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -11598676.000000 Penalty: 4002.578613
	Iteration 52Q: 3 clusters Score -1.159868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216282 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -11598674.000000 Penalty: 4002.578613
	Iteration 53Q: 3 clusters Score -1.159867e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216330 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -11598688.000000 Penalty: 4002.578613
	Iteration 54Q: 3 clusters Score -1.159869e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216371 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -11598678.000000 Penalty: 4002.578613
	Iteration 55Q: 3 clusters Score -1.159868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216408 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -11598680.000000 Penalty: 4002.578613
	Iteration 56Q: 3 clusters Score -1.159868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216439 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -11598681.000000 Penalty: 4002.578613
	Iteration 57Q: 3 clusters Score -1.159868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216461 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -11598684.000000 Penalty: 4002.578613
	Iteration 58Q: 3 clusters Score -1.159868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216486 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -11598684.000000 Penalty: 4002.578613
	Iteration 59Q: 3 clusters Score -1.159868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216507 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -11598682.000000 Penalty: 4002.578613
	Iteration 60F: 3 clusters Score -1.159868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216529 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -11598675.000000 Penalty: 4002.578613
	Iteration 61Q: 3 clusters Score -1.159868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216546 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -11598683.000000 Penalty: 4002.578613
	Iteration 62Q: 3 clusters Score -1.159868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216565 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -11598684.000000 Penalty: 4002.578613
	Iteration 63Q: 3 clusters Score -1.159868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216580 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -11598691.000000 Penalty: 4002.578613
	Iteration 64Q: 3 clusters Score -1.159869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216595 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -11598705.000000 Penalty: 4002.578613
	Iteration 65Q: 3 clusters Score -1.15987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216615 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -11598700.000000 Penalty: 4002.578613
	Iteration 66Q: 3 clusters Score -1.15987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216641 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -11598693.000000 Penalty: 4002.578613
	Iteration 67Q: 3 clusters Score -1.159869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216665 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -11598711.000000 Penalty: 4002.578613
	Iteration 68Q: 3 clusters Score -1.159871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216686 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -11598728.000000 Penalty: 4002.578613
	Iteration 69Q: 3 clusters Score -1.159873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216711 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -11598721.000000 Penalty: 4002.578613
	Iteration 70Q: 3 clusters Score -1.159872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216728 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -11598730.000000 Penalty: 4002.578613
	Iteration 71Q: 3 clusters Score -1.159873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216742 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -11598728.000000 Penalty: 4002.578613
	Iteration 72Q: 3 clusters Score -1.159873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -11598733.000000 Penalty: 4002.578613
	Iteration 73Q: 3 clusters Score -1.159873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216769 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -11598730.000000 Penalty: 4002.578613
	Iteration 74Q: 3 clusters Score -1.159873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216783 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -11598721.000000 Penalty: 4002.578613
	Iteration 75Q: 3 clusters Score -1.159872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216798 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -11598724.000000 Penalty: 4002.578613
	Iteration 76Q: 3 clusters Score -1.159872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216814 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -11598723.000000 Penalty: 4002.578613
	Iteration 77Q: 3 clusters Score -1.159872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216828 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -11598715.000000 Penalty: 4002.578613
	Iteration 78Q: 3 clusters Score -1.159872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216843 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -11598709.000000 Penalty: 4002.578613
	Iteration 79Q: 3 clusters Score -1.159871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216859 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -11598718.000000 Penalty: 4002.578613
	Iteration 80F: 3 clusters Score -1.159872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216870 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -11598723.000000 Penalty: 4002.578613
	Iteration 81Q: 3 clusters Score -1.159872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216878 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -11598721.000000 Penalty: 4002.578613
	Iteration 82Q: 3 clusters Score -1.159872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216886 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -11598721.000000 Penalty: 4002.578613
	Iteration 83Q: 3 clusters Score -1.159872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216894 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -11598727.000000 Penalty: 4002.578613
	Iteration 84Q: 3 clusters Score -1.159873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216904 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -11598732.000000 Penalty: 4002.578613
	Iteration 85Q: 3 clusters Score -1.159873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216914 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -11598729.000000 Penalty: 4002.578613
	Iteration 86Q: 3 clusters Score -1.159873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216917 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -11598723.000000 Penalty: 4002.578613
	Iteration 87Q: 3 clusters Score -1.159872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216920 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -11598726.000000 Penalty: 4002.578613
	Iteration 88Q: 3 clusters Score -1.159873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216925 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -11598726.000000 Penalty: 4002.578613
	Iteration 89Q: 3 clusters Score -1.159873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216930 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -11598754.000000 Penalty: 4002.578613
	Iteration 90Q: 3 clusters Score -1.159875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216931 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -11598745.000000 Penalty: 4002.578613
	Iteration 91Q: 3 clusters Score -1.159874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216931 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -11598745.000000 Penalty: 4002.578613
	Iteration 92F: 3 clusters Score -1.159874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -162426.515625 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -162426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -159554.796875 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -159554.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -160224.500000 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -160224.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -160354.390625 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -160354.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -160444.250000 Penalty: 2623.856201
	Iteration 3Q: 3 clusters Score -160444.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -160540.531250 Penalty: 2623.856201
	Iteration 4Q: 3 clusters Score -160540.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -160621.593750 Penalty: 2623.856201
	Iteration 5Q: 3 clusters Score -160621.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -160693.687500 Penalty: 2623.856201
	Iteration 6Q: 3 clusters Score -160693.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -160744.968750 Penalty: 2623.856201
	Iteration 7Q: 3 clusters Score -160745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -160779.031250 Penalty: 2623.856201
	Iteration 8Q: 3 clusters Score -160779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -160812.500000 Penalty: 2623.856201
	Iteration 9Q: 3 clusters Score -160812.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -160844.796875 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -160844.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -160874.781250 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -160874.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -160897.718750 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -160897.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -160913.921875 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -160913.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -160926.531250 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -160926.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -160939.968750 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -160940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -160957.890625 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -160957.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -160973.359375 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -160973.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -160982.484375 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -160982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -160989.500000 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -160989.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -160998.234375 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -160998.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -161005.140625 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -161005.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -161015.187500 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -161015.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -161021.656250 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -161021.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -161026.375000 Penalty: 2623.856201
	Iteration 24Q: 3 clusters Score -161026.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -161031.218750 Penalty: 2623.856201
	Iteration 25Q: 3 clusters Score -161031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -161034.046875 Penalty: 2623.856201
	Iteration 26Q: 3 clusters Score -161034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -161036.843750 Penalty: 2623.856201
	Iteration 27Q: 3 clusters Score -161036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -161042.187500 Penalty: 2623.856201
	Iteration 28Q: 3 clusters Score -161042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -161045.078125 Penalty: 2623.856201
	Iteration 29Q: 3 clusters Score -161045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -161050.453125 Penalty: 2623.856201
	Iteration 30Q: 3 clusters Score -161050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -161055.343750 Penalty: 2623.856201
	Iteration 31Q: 3 clusters Score -161055.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -161061.453125 Penalty: 2623.856201
	Iteration 32Q: 3 clusters Score -161061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -161064.828125 Penalty: 2623.856201
	Iteration 33Q: 3 clusters Score -161064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -161067.687500 Penalty: 2623.856201
	Iteration 34Q: 3 clusters Score -161067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -161071.859375 Penalty: 2623.856201
	Iteration 35Q: 3 clusters Score -161071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -161075.953125 Penalty: 2623.856201
	Iteration 36Q: 3 clusters Score -161076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -161080.484375 Penalty: 2623.856201
	Iteration 37Q: 3 clusters Score -161080.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -161085.828125 Penalty: 2623.856201
	Iteration 38Q: 3 clusters Score -161085.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -161091.343750 Penalty: 2623.856201
	Iteration 39Q: 3 clusters Score -161091.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -161096.718750 Penalty: 2623.856201
	Iteration 40F: 3 clusters Score -161096.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -161102.828125 Penalty: 2623.856201
	Iteration 41Q: 3 clusters Score -161102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -161106.031250 Penalty: 2623.856201
	Iteration 42Q: 3 clusters Score -161106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -161107.062500 Penalty: 2623.856201
	Iteration 43Q: 3 clusters Score -161107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -161108.656250 Penalty: 2623.856201
	Iteration 44Q: 3 clusters Score -161108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -161110.625000 Penalty: 2623.856201
	Iteration 45Q: 3 clusters Score -161110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -161111.328125 Penalty: 2623.856201
	Iteration 46Q: 3 clusters Score -161111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -161111.750000 Penalty: 2623.856201
	Iteration 47Q: 3 clusters Score -161111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -161111.750000 Penalty: 2623.856201
	Iteration 48F: 3 clusters Score -161111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Entering Unmasked Estep 
Score: -485036.781250 Penalty: 1482.971802
	Iteration 0F: 2 clusters Score -485036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -478410.562500 Penalty: 2965.943604
	Iteration 0F: 3 clusters Score -478410.6 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -480437.093750 Penalty: 2965.943604
	Iteration 1F: 3 clusters Score -480437.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -480649.500000 Penalty: 2965.943604
	Iteration 2F: 3 clusters Score -480649.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -480824.000000 Penalty: 2965.943604
	Iteration 3Q: 3 clusters Score -480824 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -480952.625000 Penalty: 2965.943604
	Iteration 4Q: 3 clusters Score -480952.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -481052.062500 Penalty: 2965.943604
	Iteration 5Q: 3 clusters Score -481052.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -481148.187500 Penalty: 2965.943604
	Iteration 6Q: 3 clusters Score -481148.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -481276.718750 Penalty: 2965.943604
	Iteration 7Q: 3 clusters Score -481276.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -481409.218750 Penalty: 2965.943604
	Iteration 8Q: 3 clusters Score -481409.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -481577.093750 Penalty: 2965.943604
	Iteration 9Q: 3 clusters Score -481577.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -481777.875000 Penalty: 2965.943604
	Iteration 10Q: 3 clusters Score -481777.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -482019.156250 Penalty: 2965.943604
	Iteration 11Q: 3 clusters Score -482019.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -482268.687500 Penalty: 2965.943604
	Iteration 12Q: 3 clusters Score -482268.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -482506.218750 Penalty: 2965.943604
	Iteration 13Q: 3 clusters Score -482506.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -482710.718750 Penalty: 2965.943604
	Iteration 14Q: 3 clusters Score -482710.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -482850.093750 Penalty: 2965.943604
	Iteration 15Q: 3 clusters Score -482850.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -482945.531250 Penalty: 2965.943604
	Iteration 16Q: 3 clusters Score -482945.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -482995.687500 Penalty: 2965.943604
	Iteration 17Q: 3 clusters Score -482995.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -483022.781250 Penalty: 2965.943604
	Iteration 18Q: 3 clusters Score -483022.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -483041.062500 Penalty: 2965.943604
	Iteration 19Q: 3 clusters Score -483041.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -483055.750000 Penalty: 2965.943604
	Iteration 20F: 3 clusters Score -483055.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -483074.062500 Penalty: 2965.943604
	Iteration 21Q: 3 clusters Score -483074.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -483088.406250 Penalty: 2965.943604
	Iteration 22Q: 3 clusters Score -483088.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -483101.500000 Penalty: 2965.943604
	Iteration 23Q: 3 clusters Score -483101.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -483110.218750 Penalty: 2965.943604
	Iteration 24Q: 3 clusters Score -483110.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -483115.312500 Penalty: 2965.943604
	Iteration 25Q: 3 clusters Score -483115.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -483121.250000 Penalty: 2965.943604
	Iteration 26Q: 3 clusters Score -483121.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -483126.750000 Penalty: 2965.943604
	Iteration 27Q: 3 clusters Score -483126.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -483132.625000 Penalty: 2965.943604
	Iteration 28Q: 3 clusters Score -483132.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -483137.500000 Penalty: 2965.943604
	Iteration 29Q: 3 clusters Score -483137.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -483139.968750 Penalty: 2965.943604
	Iteration 30Q: 3 clusters Score -483140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -483145.937500 Penalty: 2965.943604
	Iteration 31Q: 3 clusters Score -483145.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -483155.843750 Penalty: 2965.943604
	Iteration 32Q: 3 clusters Score -483155.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -483164.406250 Penalty: 2965.943604
	Iteration 33Q: 3 clusters Score -483164.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -483174.531250 Penalty: 2965.943604
	Iteration 34Q: 3 clusters Score -483174.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -483185.562500 Penalty: 2965.943604
	Iteration 35Q: 3 clusters Score -483185.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -483191.656250 Penalty: 2965.943604
	Iteration 36Q: 3 clusters Score -483191.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -483196.468750 Penalty: 2965.943604
	Iteration 37Q: 3 clusters Score -483196.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -483198.875000 Penalty: 2965.943604
	Iteration 38Q: 3 clusters Score -483198.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -483204.781250 Penalty: 2965.943604
	Iteration 39Q: 3 clusters Score -483204.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -483207.000000 Penalty: 2965.943604
	Iteration 40F: 3 clusters Score -483207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -483210.281250 Penalty: 2965.943604
	Iteration 41Q: 3 clusters Score -483210.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -483214.375000 Penalty: 2965.943604
	Iteration 42Q: 3 clusters Score -483214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -483217.031250 Penalty: 2965.943604
	Iteration 43Q: 3 clusters Score -483217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -483222.593750 Penalty: 2965.943604
	Iteration 44Q: 3 clusters Score -483222.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -483227.593750 Penalty: 2965.943604
	Iteration 45Q: 3 clusters Score -483227.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -483229.906250 Penalty: 2965.943604
	Iteration 46Q: 3 clusters Score -483229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -483231.250000 Penalty: 2965.943604
	Iteration 47Q: 3 clusters Score -483231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -483233.062500 Penalty: 2965.943604
	Iteration 48Q: 3 clusters Score -483233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -483234.000000 Penalty: 2965.943604
	Iteration 49Q: 3 clusters Score -483234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -483235.218750 Penalty: 2965.943604
	Iteration 50Q: 3 clusters Score -483235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -483237.718750 Penalty: 2965.943604
	Iteration 51Q: 3 clusters Score -483237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -483241.375000 Penalty: 2965.943604
	Iteration 52Q: 3 clusters Score -483241.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -483244.031250 Penalty: 2965.943604
	Iteration 53Q: 3 clusters Score -483244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -483247.093750 Penalty: 2965.943604
	Iteration 54Q: 3 clusters Score -483247.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -483251.531250 Penalty: 2965.943604
	Iteration 55Q: 3 clusters Score -483251.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -483255.375000 Penalty: 2965.943604
	Iteration 56Q: 3 clusters Score -483255.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -483263.500000 Penalty: 2965.943604
	Iteration 57Q: 3 clusters Score -483263.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -483270.000000 Penalty: 2965.943604
	Iteration 58Q: 3 clusters Score -483270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -483274.375000 Penalty: 2965.943604
	Iteration 59Q: 3 clusters Score -483274.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -483278.718750 Penalty: 2965.943604
	Iteration 60F: 3 clusters Score -483278.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -483285.781250 Penalty: 2965.943604
	Iteration 61Q: 3 clusters Score -483285.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -483292.125000 Penalty: 2965.943604
	Iteration 62Q: 3 clusters Score -483292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -483296.500000 Penalty: 2965.943604
	Iteration 63Q: 3 clusters Score -483296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -483298.656250 Penalty: 2965.943604
	Iteration 64Q: 3 clusters Score -483298.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -483300.250000 Penalty: 2965.943604
	Iteration 65Q: 3 clusters Score -483300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -483302.031250 Penalty: 2965.943604
	Iteration 66Q: 3 clusters Score -483302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -483304.218750 Penalty: 2965.943604
	Iteration 67Q: 3 clusters Score -483304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -483304.968750 Penalty: 2965.943604
	Iteration 68Q: 3 clusters Score -483305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -483305.656250 Penalty: 2965.943604
	Iteration 69Q: 3 clusters Score -483305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -483306.500000 Penalty: 2965.943604
	Iteration 70Q: 3 clusters Score -483306.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -483305.843750 Penalty: 2965.943604
	Iteration 71Q: 3 clusters Score -483305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -483306.375000 Penalty: 2965.943604
	Iteration 72Q: 3 clusters Score -483306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -483306.406250 Penalty: 2965.943604
	Iteration 73Q: 3 clusters Score -483306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -483307.906250 Penalty: 2965.943604
	Iteration 74Q: 3 clusters Score -483307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -483309.718750 Penalty: 2965.943604
	Iteration 75Q: 3 clusters Score -483309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -483308.343750 Penalty: 2965.943604
	Iteration 76Q: 3 clusters Score -483308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -483311.125000 Penalty: 2965.943604
	Iteration 77Q: 3 clusters Score -483311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -483310.562500 Penalty: 2965.943604
	Iteration 78Q: 3 clusters Score -483310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -483310.000000 Penalty: 2965.943604
	Iteration 79Q: 3 clusters Score -483310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -483309.531250 Penalty: 2965.943604
	Iteration 80F: 3 clusters Score -483309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -483312.062500 Penalty: 2965.943604
	Iteration 81Q: 3 clusters Score -483312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -483310.468750 Penalty: 2965.943604
	Iteration 82Q: 3 clusters Score -483310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -483310.875000 Penalty: 2965.943604
	Iteration 83Q: 3 clusters Score -483310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -483311.031250 Penalty: 2965.943604
	Iteration 84Q: 3 clusters Score -483311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -483312.218750 Penalty: 2965.943604
	Iteration 85Q: 3 clusters Score -483312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -483312.218750 Penalty: 2965.943604
	Iteration 86F: 3 clusters Score -483312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -184972.406250 Penalty: 1348.674438
	Iteration 0F: 2 clusters Score -184972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -181606.203125 Penalty: 2697.348877
	Iteration 0F: 3 clusters Score -181606.2 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -182515.281250 Penalty: 2697.348877
	Iteration 1F: 3 clusters Score -182515.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -182726.625000 Penalty: 2697.348877
	Iteration 2F: 3 clusters Score -182726.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -182863.187500 Penalty: 2697.348877
	Iteration 3F: 3 clusters Score -182863.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -182960.421875 Penalty: 2697.348877
	Iteration 4Q: 3 clusters Score -182960.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -183044.109375 Penalty: 2697.348877
	Iteration 5Q: 3 clusters Score -183044.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -183118.203125 Penalty: 2697.348877
	Iteration 6Q: 3 clusters Score -183118.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -183189.703125 Penalty: 2697.348877
	Iteration 7Q: 3 clusters Score -183189.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -183252.921875 Penalty: 2697.348877
	Iteration 8Q: 3 clusters Score -183252.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -183309.703125 Penalty: 2697.348877
	Iteration 9Q: 3 clusters Score -183309.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -183394.765625 Penalty: 2697.348877
	Iteration 10Q: 3 clusters Score -183394.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -183467.218750 Penalty: 2697.348877
	Iteration 11Q: 3 clusters Score -183467.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -183549.984375 Penalty: 2697.348877
	Iteration 12Q: 3 clusters Score -183550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -183614.343750 Penalty: 2697.348877
	Iteration 13Q: 3 clusters Score -183614.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -183670.343750 Penalty: 2697.348877
	Iteration 14Q: 3 clusters Score -183670.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -183721.625000 Penalty: 2697.348877
	Iteration 15Q: 3 clusters Score -183721.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -183757.546875 Penalty: 2697.348877
	Iteration 16Q: 3 clusters Score -183757.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -183790.062500 Penalty: 2697.348877
	Iteration 17Q: 3 clusters Score -183790.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -183826.484375 Penalty: 2697.348877
	Iteration 18Q: 3 clusters Score -183826.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -183857.093750 Penalty: 2697.348877
	Iteration 19Q: 3 clusters Score -183857.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -183895.796875 Penalty: 2697.348877
	Iteration 20F: 3 clusters Score -183895.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -183938.312500 Penalty: 2697.348877
	Iteration 21Q: 3 clusters Score -183938.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -183968.906250 Penalty: 2697.348877
	Iteration 22Q: 3 clusters Score -183968.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -183987.421875 Penalty: 2697.348877
	Iteration 23Q: 3 clusters Score -183987.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -184001.656250 Penalty: 2697.348877
	Iteration 24Q: 3 clusters Score -184001.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -184014.562500 Penalty: 2697.348877
	Iteration 25Q: 3 clusters Score -184014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -184021.984375 Penalty: 2697.348877
	Iteration 26Q: 3 clusters Score -184022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -184028.406250 Penalty: 2697.348877
	Iteration 27Q: 3 clusters Score -184028.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -184034.781250 Penalty: 2697.348877
	Iteration 28Q: 3 clusters Score -184034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -184041.000000 Penalty: 2697.348877
	Iteration 29Q: 3 clusters Score -184041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -184049.765625 Penalty: 2697.348877
	Iteration 30Q: 3 clusters Score -184049.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -184059.156250 Penalty: 2697.348877
	Iteration 31Q: 3 clusters Score -184059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -184069.500000 Penalty: 2697.348877
	Iteration 32Q: 3 clusters Score -184069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -184080.093750 Penalty: 2697.348877
	Iteration 33Q: 3 clusters Score -184080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -184086.343750 Penalty: 2697.348877
	Iteration 34Q: 3 clusters Score -184086.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -184090.312500 Penalty: 2697.348877
	Iteration 35Q: 3 clusters Score -184090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -184094.968750 Penalty: 2697.348877
	Iteration 36Q: 3 clusters Score -184095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -184099.000000 Penalty: 2697.348877
	Iteration 37Q: 3 clusters Score -184099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -184101.562500 Penalty: 2697.348877
	Iteration 38Q: 3 clusters Score -184101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -184103.671875 Penalty: 2697.348877
	Iteration 39Q: 3 clusters Score -184103.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -184105.078125 Penalty: 2697.348877
	Iteration 40F: 3 clusters Score -184105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -184107.312500 Penalty: 2697.348877
	Iteration 41Q: 3 clusters Score -184107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -184109.484375 Penalty: 2697.348877
	Iteration 42Q: 3 clusters Score -184109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -184111.500000 Penalty: 2697.348877
	Iteration 43Q: 3 clusters Score -184111.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -184114.859375 Penalty: 2697.348877
	Iteration 44Q: 3 clusters Score -184114.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -184117.187500 Penalty: 2697.348877
	Iteration 45Q: 3 clusters Score -184117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -184118.234375 Penalty: 2697.348877
	Iteration 46Q: 3 clusters Score -184118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -184119.859375 Penalty: 2697.348877
	Iteration 47Q: 3 clusters Score -184119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -184120.578125 Penalty: 2697.348877
	Iteration 48Q: 3 clusters Score -184120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -184123.796875 Penalty: 2697.348877
	Iteration 49Q: 3 clusters Score -184123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -184130.046875 Penalty: 2697.348877
	Iteration 50Q: 3 clusters Score -184130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -184136.750000 Penalty: 2697.348877
	Iteration 51Q: 3 clusters Score -184136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -184142.375000 Penalty: 2697.348877
	Iteration 52Q: 3 clusters Score -184142.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -184148.640625 Penalty: 2697.348877
	Iteration 53Q: 3 clusters Score -184148.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -184154.984375 Penalty: 2697.348877
	Iteration 54Q: 3 clusters Score -184155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -184159.890625 Penalty: 2697.348877
	Iteration 55Q: 3 clusters Score -184159.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -184166.000000 Penalty: 2697.348877
	Iteration 56Q: 3 clusters Score -184166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -184171.765625 Penalty: 2697.348877
	Iteration 57Q: 3 clusters Score -184171.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -184177.265625 Penalty: 2697.348877
	Iteration 58Q: 3 clusters Score -184177.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -184180.187500 Penalty: 2697.348877
	Iteration 59Q: 3 clusters Score -184180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -184183.140625 Penalty: 2697.348877
	Iteration 60F: 3 clusters Score -184183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -184186.406250 Penalty: 2697.348877
	Iteration 61Q: 3 clusters Score -184186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -184189.906250 Penalty: 2697.348877
	Iteration 62Q: 3 clusters Score -184189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -184192.046875 Penalty: 2697.348877
	Iteration 63Q: 3 clusters Score -184192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -184194.984375 Penalty: 2697.348877
	Iteration 64Q: 3 clusters Score -184195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -184198.937500 Penalty: 2697.348877
	Iteration 65Q: 3 clusters Score -184198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -184200.296875 Penalty: 2697.348877
	Iteration 66Q: 3 clusters Score -184200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -184202.031250 Penalty: 2697.348877
	Iteration 67Q: 3 clusters Score -184202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -184203.796875 Penalty: 2697.348877
	Iteration 68Q: 3 clusters Score -184203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -184205.125000 Penalty: 2697.348877
	Iteration 69Q: 3 clusters Score -184205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -184205.812500 Penalty: 2697.348877
	Iteration 70Q: 3 clusters Score -184205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -184206.796875 Penalty: 2697.348877
	Iteration 71Q: 3 clusters Score -184206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -184208.421875 Penalty: 2697.348877
	Iteration 72Q: 3 clusters Score -184208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -184210.484375 Penalty: 2697.348877
	Iteration 73Q: 3 clusters Score -184210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -184210.843750 Penalty: 2697.348877
	Iteration 74Q: 3 clusters Score -184210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -184211.437500 Penalty: 2697.348877
	Iteration 75Q: 3 clusters Score -184211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -184211.437500 Penalty: 2697.348877
	Iteration 76F: 3 clusters Score -184211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Entering Unmasked Estep 
Score: -1459063.750000 Penalty: 1662.629639
	Iteration 0F: 2 clusters Score -1459064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1440484.875000 Penalty: 3325.259277
	Iteration 0F: 3 clusters Score -1440485 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1447310.500000 Penalty: 3325.259277
	Iteration 1F: 3 clusters Score -1447310 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1447703.625000 Penalty: 3325.259277
	Iteration 2Q: 3 clusters Score -1447704 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1448127.375000 Penalty: 3325.259277
	Iteration 3Q: 3 clusters Score -1448127 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1448614.875000 Penalty: 3325.259277
	Iteration 4Q: 3 clusters Score -1448615 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1449250.625000 Penalty: 3325.259277
	Iteration 5Q: 3 clusters Score -1449251 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1450116.125000 Penalty: 3325.259277
	Iteration 6F: 3 clusters Score -1450116 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1451321.625000 Penalty: 3325.259277
	Iteration 7F: 3 clusters Score -1451322 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1452664.625000 Penalty: 3325.259277
	Iteration 8F: 3 clusters Score -1452665 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1453990.500000 Penalty: 3325.259277
	Iteration 9F: 3 clusters Score -1453990 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1455124.750000 Penalty: 3325.259277
	Iteration 10Q: 3 clusters Score -1455125 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1456031.125000 Penalty: 3325.259277
	Iteration 11Q: 3 clusters Score -1456031 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1456659.750000 Penalty: 3325.259277
	Iteration 12Q: 3 clusters Score -1456660 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1457059.125000 Penalty: 3325.259277
	Iteration 13Q: 3 clusters Score -1457059 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1457319.375000 Penalty: 3325.259277
	Iteration 14Q: 3 clusters Score -1457319 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1457470.625000 Penalty: 3325.259277
	Iteration 15Q: 3 clusters Score -1457471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1457565.750000 Penalty: 3325.259277
	Iteration 16Q: 3 clusters Score -1457566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1457634.250000 Penalty: 3325.259277
	Iteration 17Q: 3 clusters Score -1457634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1457676.750000 Penalty: 3325.259277
	Iteration 18Q: 3 clusters Score -1457677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1457709.250000 Penalty: 3325.259277
	Iteration 19Q: 3 clusters Score -1457709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1457733.125000 Penalty: 3325.259277
	Iteration 20F: 3 clusters Score -1457733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1457751.250000 Penalty: 3325.259277
	Iteration 21Q: 3 clusters Score -1457751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1457759.500000 Penalty: 3325.259277
	Iteration 22Q: 3 clusters Score -1457760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1457770.875000 Penalty: 3325.259277
	Iteration 23Q: 3 clusters Score -1457771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1457781.375000 Penalty: 3325.259277
	Iteration 24Q: 3 clusters Score -1457781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1457786.625000 Penalty: 3325.259277
	Iteration 25Q: 3 clusters Score -1457787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1457788.625000 Penalty: 3325.259277
	Iteration 26Q: 3 clusters Score -1457789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1457795.250000 Penalty: 3325.259277
	Iteration 27Q: 3 clusters Score -1457795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1457797.250000 Penalty: 3325.259277
	Iteration 28Q: 3 clusters Score -1457797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1457802.625000 Penalty: 3325.259277
	Iteration 29Q: 3 clusters Score -1457803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1457805.625000 Penalty: 3325.259277
	Iteration 30Q: 3 clusters Score -1457806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1457805.750000 Penalty: 3325.259277
	Iteration 31Q: 3 clusters Score -1457806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1457806.125000 Penalty: 3325.259277
	Iteration 32Q: 3 clusters Score -1457806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1457806.875000 Penalty: 3325.259277
	Iteration 33Q: 3 clusters Score -1457807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1457806.875000 Penalty: 3325.259277
	Iteration 34F: 3 clusters Score -1457807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -203592.093750 Penalty: 1367.895020
	Iteration 0F: 2 clusters Score -203592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -199925.875000 Penalty: 2735.790039
	Iteration 0F: 3 clusters Score -199925.9 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -200901.687500 Penalty: 2735.790039
	Iteration 1F: 3 clusters Score -200901.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -201091.609375 Penalty: 2735.790039
	Iteration 2F: 3 clusters Score -201091.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -201238.265625 Penalty: 2735.790039
	Iteration 3F: 3 clusters Score -201238.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -201331.515625 Penalty: 2735.790039
	Iteration 4Q: 3 clusters Score -201331.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -201402.203125 Penalty: 2735.790039
	Iteration 5Q: 3 clusters Score -201402.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -201453.328125 Penalty: 2735.790039
	Iteration 6Q: 3 clusters Score -201453.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -201517.859375 Penalty: 2735.790039
	Iteration 7Q: 3 clusters Score -201517.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -201580.125000 Penalty: 2735.790039
	Iteration 8Q: 3 clusters Score -201580.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -201632.640625 Penalty: 2735.790039
	Iteration 9Q: 3 clusters Score -201632.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -201681.875000 Penalty: 2735.790039
	Iteration 10Q: 3 clusters Score -201681.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -201720.078125 Penalty: 2735.790039
	Iteration 11Q: 3 clusters Score -201720.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -201760.328125 Penalty: 2735.790039
	Iteration 12Q: 3 clusters Score -201760.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -201803.609375 Penalty: 2735.790039
	Iteration 13Q: 3 clusters Score -201803.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -201843.046875 Penalty: 2735.790039
	Iteration 14Q: 3 clusters Score -201843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -201885.000000 Penalty: 2735.790039
	Iteration 15Q: 3 clusters Score -201885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -201931.765625 Penalty: 2735.790039
	Iteration 16Q: 3 clusters Score -201931.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -201989.359375 Penalty: 2735.790039
	Iteration 17Q: 3 clusters Score -201989.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -202034.750000 Penalty: 2735.790039
	Iteration 18Q: 3 clusters Score -202034.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -202075.515625 Penalty: 2735.790039
	Iteration 19Q: 3 clusters Score -202075.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -202121.812500 Penalty: 2735.790039
	Iteration 20F: 3 clusters Score -202121.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -202164.500000 Penalty: 2735.790039
	Iteration 21Q: 3 clusters Score -202164.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -202205.406250 Penalty: 2735.790039
	Iteration 22Q: 3 clusters Score -202205.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -202251.312500 Penalty: 2735.790039
	Iteration 23Q: 3 clusters Score -202251.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -202292.781250 Penalty: 2735.790039
	Iteration 24Q: 3 clusters Score -202292.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -202342.218750 Penalty: 2735.790039
	Iteration 25Q: 3 clusters Score -202342.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -202389.375000 Penalty: 2735.790039
	Iteration 26Q: 3 clusters Score -202389.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -202446.937500 Penalty: 2735.790039
	Iteration 27Q: 3 clusters Score -202446.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -202505.078125 Penalty: 2735.790039
	Iteration 28Q: 3 clusters Score -202505.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -202559.812500 Penalty: 2735.790039
	Iteration 29Q: 3 clusters Score -202559.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -202598.656250 Penalty: 2735.790039
	Iteration 30Q: 3 clusters Score -202598.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -202630.484375 Penalty: 2735.790039
	Iteration 31Q: 3 clusters Score -202630.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -202653.453125 Penalty: 2735.790039
	Iteration 32Q: 3 clusters Score -202653.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -202672.921875 Penalty: 2735.790039
	Iteration 33Q: 3 clusters Score -202672.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -202693.375000 Penalty: 2735.790039
	Iteration 34Q: 3 clusters Score -202693.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -202714.328125 Penalty: 2735.790039
	Iteration 35Q: 3 clusters Score -202714.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -202731.687500 Penalty: 2735.790039
	Iteration 36Q: 3 clusters Score -202731.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -202743.421875 Penalty: 2735.790039
	Iteration 37Q: 3 clusters Score -202743.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -202756.296875 Penalty: 2735.790039
	Iteration 38Q: 3 clusters Score -202756.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -202764.515625 Penalty: 2735.790039
	Iteration 39Q: 3 clusters Score -202764.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -202772.765625 Penalty: 2735.790039
	Iteration 40F: 3 clusters Score -202772.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -202778.750000 Penalty: 2735.790039
	Iteration 41Q: 3 clusters Score -202778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -202781.453125 Penalty: 2735.790039
	Iteration 42Q: 3 clusters Score -202781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -202783.453125 Penalty: 2735.790039
	Iteration 43Q: 3 clusters Score -202783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -202784.906250 Penalty: 2735.790039
	Iteration 44Q: 3 clusters Score -202784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -202786.531250 Penalty: 2735.790039
	Iteration 45Q: 3 clusters Score -202786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -202787.890625 Penalty: 2735.790039
	Iteration 46Q: 3 clusters Score -202787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -202788.171875 Penalty: 2735.790039
	Iteration 47Q: 3 clusters Score -202788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -202788.171875 Penalty: 2735.790039
	Iteration 48Q: 3 clusters Score -202788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -202788.765625 Penalty: 2735.790039
	Iteration 49Q: 3 clusters Score -202788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -202789.531250 Penalty: 2735.790039
	Iteration 50Q: 3 clusters Score -202789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -202790.656250 Penalty: 2735.790039
	Iteration 51Q: 3 clusters Score -202790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -202790.656250 Penalty: 2735.790039
	Iteration 52F: 3 clusters Score -202790.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Entering Unmasked Estep 
Score: -996989.500000 Penalty: 1599.244751
	Iteration 0F: 2 clusters Score -996989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -984180.750000 Penalty: 3198.489502
	Iteration 0F: 3 clusters Score -984180.8 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -988616.812500 Penalty: 3198.489502
	Iteration 1F: 3 clusters Score -988616.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -988981.562500 Penalty: 3198.489502
	Iteration 2F: 3 clusters Score -988981.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -989371.875000 Penalty: 3198.489502
	Iteration 3F: 3 clusters Score -989371.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -989752.312500 Penalty: 3198.489502
	Iteration 4Q: 3 clusters Score -989752.3 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -990169.187500 Penalty: 3198.489502
	Iteration 5Q: 3 clusters Score -990169.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -990644.937500 Penalty: 3198.489502
	Iteration 6F: 3 clusters Score -990644.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -991159.937500 Penalty: 3198.489502
	Iteration 7F: 3 clusters Score -991159.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -991740.375000 Penalty: 3198.489502
	Iteration 8F: 3 clusters Score -991740.4 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -992351.125000 Penalty: 3198.489502
	Iteration 9Q: 3 clusters Score -992351.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -992907.250000 Penalty: 3198.489502
	Iteration 10Q: 3 clusters Score -992907.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -993353.500000 Penalty: 3198.489502
	Iteration 11Q: 3 clusters Score -993353.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -993603.562500 Penalty: 3198.489502
	Iteration 12Q: 3 clusters Score -993603.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -993734.062500 Penalty: 3198.489502
	Iteration 13Q: 3 clusters Score -993734.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -993800.750000 Penalty: 3198.489502
	Iteration 14Q: 3 clusters Score -993800.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -993858.062500 Penalty: 3198.489502
	Iteration 15Q: 3 clusters Score -993858.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -993906.687500 Penalty: 3198.489502
	Iteration 16Q: 3 clusters Score -993906.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -993960.375000 Penalty: 3198.489502
	Iteration 17Q: 3 clusters Score -993960.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -994003.312500 Penalty: 3198.489502
	Iteration 18Q: 3 clusters Score -994003.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -994053.125000 Penalty: 3198.489502
	Iteration 19Q: 3 clusters Score -994053.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -994094.437500 Penalty: 3198.489502
	Iteration 20F: 3 clusters Score -994094.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -994144.437500 Penalty: 3198.489502
	Iteration 21Q: 3 clusters Score -994144.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -994175.750000 Penalty: 3198.489502
	Iteration 22Q: 3 clusters Score -994175.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -994204.875000 Penalty: 3198.489502
	Iteration 23Q: 3 clusters Score -994204.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -994236.687500 Penalty: 3198.489502
	Iteration 24Q: 3 clusters Score -994236.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -994267.375000 Penalty: 3198.489502
	Iteration 25Q: 3 clusters Score -994267.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -994291.750000 Penalty: 3198.489502
	Iteration 26Q: 3 clusters Score -994291.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -994312.875000 Penalty: 3198.489502
	Iteration 27Q: 3 clusters Score -994312.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -994340.500000 Penalty: 3198.489502
	Iteration 28Q: 3 clusters Score -994340.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -994361.500000 Penalty: 3198.489502
	Iteration 29Q: 3 clusters Score -994361.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -994384.937500 Penalty: 3198.489502
	Iteration 30Q: 3 clusters Score -994384.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -994410.250000 Penalty: 3198.489502
	Iteration 31Q: 3 clusters Score -994410.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -994436.437500 Penalty: 3198.489502
	Iteration 32Q: 3 clusters Score -994436.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -994468.750000 Penalty: 3198.489502
	Iteration 33Q: 3 clusters Score -994468.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -994503.187500 Penalty: 3198.489502
	Iteration 34Q: 3 clusters Score -994503.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -994543.062500 Penalty: 3198.489502
	Iteration 35Q: 3 clusters Score -994543.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -994583.250000 Penalty: 3198.489502
	Iteration 36Q: 3 clusters Score -994583.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -994619.062500 Penalty: 3198.489502
	Iteration 37Q: 3 clusters Score -994619.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -994657.187500 Penalty: 3198.489502
	Iteration 38Q: 3 clusters Score -994657.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -994697.625000 Penalty: 3198.489502
	Iteration 39Q: 3 clusters Score -994697.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -994747.312500 Penalty: 3198.489502
	Iteration 40F: 3 clusters Score -994747.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -994802.000000 Penalty: 3198.489502
	Iteration 41Q: 3 clusters Score -994802 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -994862.000000 Penalty: 3198.489502
	Iteration 42Q: 3 clusters Score -994862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -994929.812500 Penalty: 3198.489502
	Iteration 43Q: 3 clusters Score -994929.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -995002.375000 Penalty: 3198.489502
	Iteration 44Q: 3 clusters Score -995002.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -995071.062500 Penalty: 3198.489502
	Iteration 45Q: 3 clusters Score -995071.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -995153.375000 Penalty: 3198.489502
	Iteration 46Q: 3 clusters Score -995153.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -995228.437500 Penalty: 3198.489502
	Iteration 47Q: 3 clusters Score -995228.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -995294.187500 Penalty: 3198.489502
	Iteration 48Q: 3 clusters Score -995294.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -995361.312500 Penalty: 3198.489502
	Iteration 49Q: 3 clusters Score -995361.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -995406.625000 Penalty: 3198.489502
	Iteration 50Q: 3 clusters Score -995406.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -995448.000000 Penalty: 3198.489502
	Iteration 51Q: 3 clusters Score -995448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -995474.312500 Penalty: 3198.489502
	Iteration 52Q: 3 clusters Score -995474.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -995504.562500 Penalty: 3198.489502
	Iteration 53Q: 3 clusters Score -995504.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -995525.375000 Penalty: 3198.489502
	Iteration 54Q: 3 clusters Score -995525.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -995542.812500 Penalty: 3198.489502
	Iteration 55Q: 3 clusters Score -995542.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -995561.937500 Penalty: 3198.489502
	Iteration 56Q: 3 clusters Score -995561.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -995585.187500 Penalty: 3198.489502
	Iteration 57Q: 3 clusters Score -995585.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -995608.750000 Penalty: 3198.489502
	Iteration 58Q: 3 clusters Score -995608.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -995622.562500 Penalty: 3198.489502
	Iteration 59Q: 3 clusters Score -995622.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -995632.250000 Penalty: 3198.489502
	Iteration 60F: 3 clusters Score -995632.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -995641.687500 Penalty: 3198.489502
	Iteration 61Q: 3 clusters Score -995641.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -995642.875000 Penalty: 3198.489502
	Iteration 62Q: 3 clusters Score -995642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -995644.062500 Penalty: 3198.489502
	Iteration 63Q: 3 clusters Score -995644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -995645.875000 Penalty: 3198.489502
	Iteration 64Q: 3 clusters Score -995645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -995647.812500 Penalty: 3198.489502
	Iteration 65Q: 3 clusters Score -995647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -995648.750000 Penalty: 3198.489502
	Iteration 66Q: 3 clusters Score -995648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -995650.125000 Penalty: 3198.489502
	Iteration 67Q: 3 clusters Score -995650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -995653.125000 Penalty: 3198.489502
	Iteration 68Q: 3 clusters Score -995653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -995656.437500 Penalty: 3198.489502
	Iteration 69Q: 3 clusters Score -995656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -995660.500000 Penalty: 3198.489502
	Iteration 70Q: 3 clusters Score -995660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -995661.875000 Penalty: 3198.489502
	Iteration 71Q: 3 clusters Score -995661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -995663.437500 Penalty: 3198.489502
	Iteration 72Q: 3 clusters Score -995663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -995663.937500 Penalty: 3198.489502
	Iteration 73Q: 3 clusters Score -995663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -995663.812500 Penalty: 3198.489502
	Iteration 74Q: 3 clusters Score -995663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -995665.125000 Penalty: 3198.489502
	Iteration 75Q: 3 clusters Score -995665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -995666.000000 Penalty: 3198.489502
	Iteration 76Q: 3 clusters Score -995666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -995668.437500 Penalty: 3198.489502
	Iteration 77Q: 3 clusters Score -995668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -995671.000000 Penalty: 3198.489502
	Iteration 78Q: 3 clusters Score -995671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -995672.125000 Penalty: 3198.489502
	Iteration 79Q: 3 clusters Score -995672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -995671.062500 Penalty: 3198.489502
	Iteration 80F: 3 clusters Score -995671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -995674.125000 Penalty: 3198.489502
	Iteration 81Q: 3 clusters Score -995674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -995673.312500 Penalty: 3198.489502
	Iteration 82Q: 3 clusters Score -995673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -995675.562500 Penalty: 3198.489502
	Iteration 83Q: 3 clusters Score -995675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -995676.312500 Penalty: 3198.489502
	Iteration 84Q: 3 clusters Score -995676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -995674.625000 Penalty: 3198.489502
	Iteration 85Q: 3 clusters Score -995674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -995674.937500 Penalty: 3198.489502
	Iteration 86Q: 3 clusters Score -995674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -995677.375000 Penalty: 3198.489502
	Iteration 87Q: 3 clusters Score -995677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -995678.062500 Penalty: 3198.489502
	Iteration 88Q: 3 clusters Score -995678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -995679.937500 Penalty: 3198.489502
	Iteration 89Q: 3 clusters Score -995679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -995682.125000 Penalty: 3198.489502
	Iteration 90Q: 3 clusters Score -995682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -995685.750000 Penalty: 3198.489502
	Iteration 91Q: 3 clusters Score -995685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -995688.375000 Penalty: 3198.489502
	Iteration 92Q: 3 clusters Score -995688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -995689.625000 Penalty: 3198.489502
	Iteration 93Q: 3 clusters Score -995689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -995691.687500 Penalty: 3198.489502
	Iteration 94Q: 3 clusters Score -995691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -995689.625000 Penalty: 3198.489502
	Iteration 95Q: 3 clusters Score -995689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -995692.375000 Penalty: 3198.489502
	Iteration 96Q: 3 clusters Score -995692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -995691.625000 Penalty: 3198.489502
	Iteration 97Q: 3 clusters Score -995691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -995692.437500 Penalty: 3198.489502
	Iteration 98Q: 3 clusters Score -995692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -995692.250000 Penalty: 3198.489502
	Iteration 99Q: 3 clusters Score -995692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -995692.812500 Penalty: 3198.489502
	Iteration 100F: 3 clusters Score -995692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -995691.187500 Penalty: 3198.489502
	Iteration 101Q: 3 clusters Score -995691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -995691.187500 Penalty: 3198.489502
	Iteration 102F: 3 clusters Score -995691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Entering Unmasked Estep 
Score: -1377747.000000 Penalty: 1652.088379
	Iteration 0F: 2 clusters Score -1377747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1360156.500000 Penalty: 3304.176758
	Iteration 0F: 3 clusters Score -1360156 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1366609.750000 Penalty: 3304.176758
	Iteration 1F: 3 clusters Score -1366610 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1366970.750000 Penalty: 3304.176758
	Iteration 2Q: 3 clusters Score -1366971 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1367310.375000 Penalty: 3304.176758
	Iteration 3Q: 3 clusters Score -1367310 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1367643.875000 Penalty: 3304.176758
	Iteration 4Q: 3 clusters Score -1367644 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1368035.125000 Penalty: 3304.176758
	Iteration 5Q: 3 clusters Score -1368035 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1368606.750000 Penalty: 3304.176758
	Iteration 6Q: 3 clusters Score -1368607 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1369331.125000 Penalty: 3304.176758
	Iteration 7Q: 3 clusters Score -1369331 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1370229.750000 Penalty: 3304.176758
	Iteration 8F: 3 clusters Score -1370230 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1371333.500000 Penalty: 3304.176758
	Iteration 9F: 3 clusters Score -1371334 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1372444.250000 Penalty: 3304.176758
	Iteration 10F: 3 clusters Score -1372444 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1373341.875000 Penalty: 3304.176758
	Iteration 11Q: 3 clusters Score -1373342 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1373924.000000 Penalty: 3304.176758
	Iteration 12Q: 3 clusters Score -1373924 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1374334.750000 Penalty: 3304.176758
	Iteration 13Q: 3 clusters Score -1374335 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -1374622.750000 Penalty: 3304.176758
	Iteration 14Q: 3 clusters Score -1374623 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -1374830.625000 Penalty: 3304.176758
	Iteration 15Q: 3 clusters Score -1374831 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -1374989.000000 Penalty: 3304.176758
	Iteration 16Q: 3 clusters Score -1374989 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -1375136.250000 Penalty: 3304.176758
	Iteration 17Q: 3 clusters Score -1375136 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -1375283.250000 Penalty: 3304.176758
	Iteration 18Q: 3 clusters Score -1375283 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -1375393.750000 Penalty: 3304.176758
	Iteration 19Q: 3 clusters Score -1375394 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -1375498.000000 Penalty: 3304.176758
	Iteration 20F: 3 clusters Score -1375498 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -1375604.875000 Penalty: 3304.176758
	Iteration 21Q: 3 clusters Score -1375605 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1375708.875000 Penalty: 3304.176758
	Iteration 22Q: 3 clusters Score -1375709 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1375817.875000 Penalty: 3304.176758
	Iteration 23Q: 3 clusters Score -1375818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -1375916.250000 Penalty: 3304.176758
	Iteration 24Q: 3 clusters Score -1375916 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -1375992.125000 Penalty: 3304.176758
	Iteration 25Q: 3 clusters Score -1375992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -1376044.375000 Penalty: 3304.176758
	Iteration 26Q: 3 clusters Score -1376044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -1376078.000000 Penalty: 3304.176758
	Iteration 27Q: 3 clusters Score -1376078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -1376110.500000 Penalty: 3304.176758
	Iteration 28Q: 3 clusters Score -1376110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1376136.250000 Penalty: 3304.176758
	Iteration 29Q: 3 clusters Score -1376136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -1376154.875000 Penalty: 3304.176758
	Iteration 30Q: 3 clusters Score -1376155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -1376175.875000 Penalty: 3304.176758
	Iteration 31Q: 3 clusters Score -1376176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1376192.625000 Penalty: 3304.176758
	Iteration 32Q: 3 clusters Score -1376193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1376210.000000 Penalty: 3304.176758
	Iteration 33Q: 3 clusters Score -1376210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -1376226.000000 Penalty: 3304.176758
	Iteration 34Q: 3 clusters Score -1376226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -1376239.125000 Penalty: 3304.176758
	Iteration 35Q: 3 clusters Score -1376239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -1376248.500000 Penalty: 3304.176758
	Iteration 36Q: 3 clusters Score -1376248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1376258.000000 Penalty: 3304.176758
	Iteration 37Q: 3 clusters Score -1376258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -1376267.000000 Penalty: 3304.176758
	Iteration 38Q: 3 clusters Score -1376267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -1376272.000000 Penalty: 3304.176758
	Iteration 39Q: 3 clusters Score -1376272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -1376279.875000 Penalty: 3304.176758
	Iteration 40F: 3 clusters Score -1376280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1376286.625000 Penalty: 3304.176758
	Iteration 41Q: 3 clusters Score -1376287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1376295.625000 Penalty: 3304.176758
	Iteration 42Q: 3 clusters Score -1376296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -1376302.375000 Penalty: 3304.176758
	Iteration 43Q: 3 clusters Score -1376302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1376308.750000 Penalty: 3304.176758
	Iteration 44Q: 3 clusters Score -1376309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -1376313.375000 Penalty: 3304.176758
	Iteration 45Q: 3 clusters Score -1376313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -1376317.375000 Penalty: 3304.176758
	Iteration 46Q: 3 clusters Score -1376317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -1376321.375000 Penalty: 3304.176758
	Iteration 47Q: 3 clusters Score -1376321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -1376323.125000 Penalty: 3304.176758
	Iteration 48Q: 3 clusters Score -1376323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -1376325.625000 Penalty: 3304.176758
	Iteration 49Q: 3 clusters Score -1376326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -1376328.000000 Penalty: 3304.176758
	Iteration 50Q: 3 clusters Score -1376328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -1376329.500000 Penalty: 3304.176758
	Iteration 51Q: 3 clusters Score -1376330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -1376329.500000 Penalty: 3304.176758
	Iteration 52Q: 3 clusters Score -1376330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -1376329.500000 Penalty: 3304.176758
	Iteration 53F: 3 clusters Score -1376330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -67737.648438 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -67737.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65976.359375 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -65976.36 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66336.234375 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -66336.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66419.875000 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -66419.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -66460.906250 Penalty: 2374.840820
	Iteration 3Q: 3 clusters Score -66460.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66486.593750 Penalty: 2374.840820
	Iteration 4Q: 3 clusters Score -66486.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -66504.156250 Penalty: 2374.840820
	Iteration 5Q: 3 clusters Score -66504.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -66514.617188 Penalty: 2374.840820
	Iteration 6Q: 3 clusters Score -66514.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66523.023438 Penalty: 2374.840820
	Iteration 7Q: 3 clusters Score -66523.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66529.125000 Penalty: 2374.840820
	Iteration 8Q: 3 clusters Score -66529.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66534.007812 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -66534.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -66537.906250 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -66537.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66541.210938 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -66541.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66544.671875 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -66544.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -66548.492188 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -66548.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66552.281250 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -66552.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -66553.460938 Penalty: 2374.840820
	Iteration 15Q: 3 clusters Score -66553.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66554.656250 Penalty: 2374.840820
	Iteration 16Q: 3 clusters Score -66554.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66555.734375 Penalty: 2374.840820
	Iteration 17Q: 3 clusters Score -66555.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66557.070312 Penalty: 2374.840820
	Iteration 18Q: 3 clusters Score -66557.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66558.359375 Penalty: 2374.840820
	Iteration 19Q: 3 clusters Score -66558.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -66559.242188 Penalty: 2374.840820
	Iteration 20F: 3 clusters Score -66559.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -66560.625000 Penalty: 2374.840820
	Iteration 21Q: 3 clusters Score -66560.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66562.109375 Penalty: 2374.840820
	Iteration 22Q: 3 clusters Score -66562.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -66562.671875 Penalty: 2374.840820
	Iteration 23Q: 3 clusters Score -66562.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66563.421875 Penalty: 2374.840820
	Iteration 24Q: 3 clusters Score -66563.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -66564.257812 Penalty: 2374.840820
	Iteration 25Q: 3 clusters Score -66564.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -66564.906250 Penalty: 2374.840820
	Iteration 26Q: 3 clusters Score -66564.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -66565.164062 Penalty: 2374.840820
	Iteration 27Q: 3 clusters Score -66565.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -66566.515625 Penalty: 2374.840820
	Iteration 28Q: 3 clusters Score -66566.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -66568.125000 Penalty: 2374.840820
	Iteration 29Q: 3 clusters Score -66568.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66569.562500 Penalty: 2374.840820
	Iteration 30Q: 3 clusters Score -66569.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -66570.351562 Penalty: 2374.840820
	Iteration 31Q: 3 clusters Score -66570.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -66570.867188 Penalty: 2374.840820
	Iteration 32Q: 3 clusters Score -66570.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -66571.242188 Penalty: 2374.840820
	Iteration 33Q: 3 clusters Score -66571.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -66571.242188 Penalty: 2374.840820
	Iteration 34F: 3 clusters Score -66571.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Entering Unmasked Estep 
Score: -1062447.875000 Penalty: 1610.796753
	Iteration 0F: 2 clusters Score -1062448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1048716.125000 Penalty: 3221.593506
	Iteration 0F: 3 clusters Score -1048716 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1053635.500000 Penalty: 3221.593506
	Iteration 1F: 3 clusters Score -1053636 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1053978.000000 Penalty: 3221.593506
	Iteration 2Q: 3 clusters Score -1053978 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1054259.875000 Penalty: 3221.593506
	Iteration 3Q: 3 clusters Score -1054260 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1054502.000000 Penalty: 3221.593506
	Iteration 4Q: 3 clusters Score -1054502 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1054730.000000 Penalty: 3221.593506
	Iteration 5Q: 3 clusters Score -1054730 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1055015.750000 Penalty: 3221.593506
	Iteration 6Q: 3 clusters Score -1055016 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1055327.875000 Penalty: 3221.593506
	Iteration 7Q: 3 clusters Score -1055328 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1055687.625000 Penalty: 3221.593506
	Iteration 8Q: 3 clusters Score -1055688 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1056158.125000 Penalty: 3221.593506
	Iteration 9Q: 3 clusters Score -1056158 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1056719.125000 Penalty: 3221.593506
	Iteration 10Q: 3 clusters Score -1056719 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1057328.125000 Penalty: 3221.593506
	Iteration 11Q: 3 clusters Score -1057328 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1057874.875000 Penalty: 3221.593506
	Iteration 12Q: 3 clusters Score -1057875 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1058356.875000 Penalty: 3221.593506
	Iteration 13Q: 3 clusters Score -1058357 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1058791.000000 Penalty: 3221.593506
	Iteration 14Q: 3 clusters Score -1058791 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1059126.750000 Penalty: 3221.593506
	Iteration 15Q: 3 clusters Score -1059127 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1059439.625000 Penalty: 3221.593506
	Iteration 16Q: 3 clusters Score -1059440 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1059717.625000 Penalty: 3221.593506
	Iteration 17Q: 3 clusters Score -1059718 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1059942.000000 Penalty: 3221.593506
	Iteration 18Q: 3 clusters Score -1059942 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1060155.875000 Penalty: 3221.593506
	Iteration 19Q: 3 clusters Score -1060156 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1060319.750000 Penalty: 3221.593506
	Iteration 20F: 3 clusters Score -1060320 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1060455.000000 Penalty: 3221.593506
	Iteration 21Q: 3 clusters Score -1060455 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1060574.625000 Penalty: 3221.593506
	Iteration 22Q: 3 clusters Score -1060575 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1060679.500000 Penalty: 3221.593506
	Iteration 23Q: 3 clusters Score -1060680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1060772.375000 Penalty: 3221.593506
	Iteration 24Q: 3 clusters Score -1060772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1060843.125000 Penalty: 3221.593506
	Iteration 25Q: 3 clusters Score -1060843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1060909.875000 Penalty: 3221.593506
	Iteration 26Q: 3 clusters Score -1060910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1060957.500000 Penalty: 3221.593506
	Iteration 27Q: 3 clusters Score -1060958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1060991.125000 Penalty: 3221.593506
	Iteration 28Q: 3 clusters Score -1060991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1061021.125000 Penalty: 3221.593506
	Iteration 29Q: 3 clusters Score -1061021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1061038.000000 Penalty: 3221.593506
	Iteration 30Q: 3 clusters Score -1061038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1061045.375000 Penalty: 3221.593506
	Iteration 31Q: 3 clusters Score -1061045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1061052.625000 Penalty: 3221.593506
	Iteration 32Q: 3 clusters Score -1061053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1061055.125000 Penalty: 3221.593506
	Iteration 33Q: 3 clusters Score -1061055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1061056.500000 Penalty: 3221.593506
	Iteration 34Q: 3 clusters Score -1061056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1061062.250000 Penalty: 3221.593506
	Iteration 35Q: 3 clusters Score -1061062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1061067.000000 Penalty: 3221.593506
	Iteration 36Q: 3 clusters Score -1061067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1061070.000000 Penalty: 3221.593506
	Iteration 37Q: 3 clusters Score -1061070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1061073.000000 Penalty: 3221.593506
	Iteration 38Q: 3 clusters Score -1061073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1061076.625000 Penalty: 3221.593506
	Iteration 39Q: 3 clusters Score -1061077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1061078.250000 Penalty: 3221.593506
	Iteration 40F: 3 clusters Score -1061078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1061078.250000 Penalty: 3221.593506
	Iteration 41Q: 3 clusters Score -1061078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1061078.250000 Penalty: 3221.593506
	Iteration 42F: 3 clusters Score -1061078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Entering Unmasked Estep 
Score: -782574.062500 Penalty: 1559.141724
	Iteration 0F: 2 clusters Score -782574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -772429.750000 Penalty: 3118.283447
	Iteration 0F: 3 clusters Score -772429.8 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -775952.437500 Penalty: 3118.283447
	Iteration 1F: 3 clusters Score -775952.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -776305.250000 Penalty: 3118.283447
	Iteration 2F: 3 clusters Score -776305.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -776609.437500 Penalty: 3118.283447
	Iteration 3Q: 3 clusters Score -776609.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -776940.437500 Penalty: 3118.283447
	Iteration 4Q: 3 clusters Score -776940.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -777305.562500 Penalty: 3118.283447
	Iteration 5Q: 3 clusters Score -777305.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -777644.125000 Penalty: 3118.283447
	Iteration 6Q: 3 clusters Score -777644.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -778049.375000 Penalty: 3118.283447
	Iteration 7Q: 3 clusters Score -778049.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -778562.187500 Penalty: 3118.283447
	Iteration 8F: 3 clusters Score -778562.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -779141.875000 Penalty: 3118.283447
	Iteration 9F: 3 clusters Score -779141.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -779732.687500 Penalty: 3118.283447
	Iteration 10F: 3 clusters Score -779732.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -780166.062500 Penalty: 3118.283447
	Iteration 11Q: 3 clusters Score -780166.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -780428.562500 Penalty: 3118.283447
	Iteration 12Q: 3 clusters Score -780428.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -780588.562500 Penalty: 3118.283447
	Iteration 13Q: 3 clusters Score -780588.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -780706.312500 Penalty: 3118.283447
	Iteration 14Q: 3 clusters Score -780706.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -780783.937500 Penalty: 3118.283447
	Iteration 15Q: 3 clusters Score -780783.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -780843.937500 Penalty: 3118.283447
	Iteration 16Q: 3 clusters Score -780843.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -780905.937500 Penalty: 3118.283447
	Iteration 17Q: 3 clusters Score -780905.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -780954.312500 Penalty: 3118.283447
	Iteration 18Q: 3 clusters Score -780954.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -780985.875000 Penalty: 3118.283447
	Iteration 19Q: 3 clusters Score -780985.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -781005.437500 Penalty: 3118.283447
	Iteration 20F: 3 clusters Score -781005.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -781025.375000 Penalty: 3118.283447
	Iteration 21Q: 3 clusters Score -781025.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -781042.250000 Penalty: 3118.283447
	Iteration 22Q: 3 clusters Score -781042.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -781058.812500 Penalty: 3118.283447
	Iteration 23Q: 3 clusters Score -781058.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -781072.250000 Penalty: 3118.283447
	Iteration 24Q: 3 clusters Score -781072.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -781089.937500 Penalty: 3118.283447
	Iteration 25Q: 3 clusters Score -781089.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -781101.437500 Penalty: 3118.283447
	Iteration 26Q: 3 clusters Score -781101.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -781112.375000 Penalty: 3118.283447
	Iteration 27Q: 3 clusters Score -781112.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -781118.437500 Penalty: 3118.283447
	Iteration 28Q: 3 clusters Score -781118.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -781118.937500 Penalty: 3118.283447
	Iteration 29Q: 3 clusters Score -781118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -781126.000000 Penalty: 3118.283447
	Iteration 30Q: 3 clusters Score -781126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -781130.062500 Penalty: 3118.283447
	Iteration 31Q: 3 clusters Score -781130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -781133.687500 Penalty: 3118.283447
	Iteration 32Q: 3 clusters Score -781133.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -781138.812500 Penalty: 3118.283447
	Iteration 33Q: 3 clusters Score -781138.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -781142.625000 Penalty: 3118.283447
	Iteration 34Q: 3 clusters Score -781142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -781151.750000 Penalty: 3118.283447
	Iteration 35Q: 3 clusters Score -781151.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -781154.250000 Penalty: 3118.283447
	Iteration 36Q: 3 clusters Score -781154.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -781158.437500 Penalty: 3118.283447
	Iteration 37Q: 3 clusters Score -781158.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -781164.062500 Penalty: 3118.283447
	Iteration 38Q: 3 clusters Score -781164.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -781167.562500 Penalty: 3118.283447
	Iteration 39Q: 3 clusters Score -781167.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -781170.437500 Penalty: 3118.283447
	Iteration 40F: 3 clusters Score -781170.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -781173.500000 Penalty: 3118.283447
	Iteration 41Q: 3 clusters Score -781173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -781176.187500 Penalty: 3118.283447
	Iteration 42Q: 3 clusters Score -781176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -781177.125000 Penalty: 3118.283447
	Iteration 43Q: 3 clusters Score -781177.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -781181.812500 Penalty: 3118.283447
	Iteration 44Q: 3 clusters Score -781181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -781185.875000 Penalty: 3118.283447
	Iteration 45Q: 3 clusters Score -781185.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -781187.312500 Penalty: 3118.283447
	Iteration 46Q: 3 clusters Score -781187.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -781191.687500 Penalty: 3118.283447
	Iteration 47Q: 3 clusters Score -781191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -781192.750000 Penalty: 3118.283447
	Iteration 48Q: 3 clusters Score -781192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -781195.375000 Penalty: 3118.283447
	Iteration 49Q: 3 clusters Score -781195.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -781197.312500 Penalty: 3118.283447
	Iteration 50Q: 3 clusters Score -781197.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -781200.937500 Penalty: 3118.283447
	Iteration 51Q: 3 clusters Score -781200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -781200.812500 Penalty: 3118.283447
	Iteration 52Q: 3 clusters Score -781200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -781203.375000 Penalty: 3118.283447
	Iteration 53Q: 3 clusters Score -781203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -781206.250000 Penalty: 3118.283447
	Iteration 54Q: 3 clusters Score -781206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -781206.687500 Penalty: 3118.283447
	Iteration 55Q: 3 clusters Score -781206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -781209.000000 Penalty: 3118.283447
	Iteration 56Q: 3 clusters Score -781209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -781208.937500 Penalty: 3118.283447
	Iteration 57Q: 3 clusters Score -781208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -781212.437500 Penalty: 3118.283447
	Iteration 58Q: 3 clusters Score -781212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -781215.500000 Penalty: 3118.283447
	Iteration 59Q: 3 clusters Score -781215.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -781216.812500 Penalty: 3118.283447
	Iteration 60F: 3 clusters Score -781216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -781218.375000 Penalty: 3118.283447
	Iteration 61Q: 3 clusters Score -781218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -781219.187500 Penalty: 3118.283447
	Iteration 62Q: 3 clusters Score -781219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -781222.812500 Penalty: 3118.283447
	Iteration 63Q: 3 clusters Score -781222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -781224.625000 Penalty: 3118.283447
	Iteration 64Q: 3 clusters Score -781224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -781226.687500 Penalty: 3118.283447
	Iteration 65Q: 3 clusters Score -781226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -781228.250000 Penalty: 3118.283447
	Iteration 66Q: 3 clusters Score -781228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -781228.062500 Penalty: 3118.283447
	Iteration 67Q: 3 clusters Score -781228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -781229.875000 Penalty: 3118.283447
	Iteration 68Q: 3 clusters Score -781229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -781230.187500 Penalty: 3118.283447
	Iteration 69Q: 3 clusters Score -781230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -781230.562500 Penalty: 3118.283447
	Iteration 70Q: 3 clusters Score -781230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -781230.250000 Penalty: 3118.283447
	Iteration 71Q: 3 clusters Score -781230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -781230.250000 Penalty: 3118.283447
	Iteration 72Q: 3 clusters Score -781230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -781231.437500 Penalty: 3118.283447
	Iteration 73Q: 3 clusters Score -781231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -781232.312500 Penalty: 3118.283447
	Iteration 74Q: 3 clusters Score -781232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -781232.000000 Penalty: 3118.283447
	Iteration 75Q: 3 clusters Score -781232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -781235.875000 Penalty: 3118.283447
	Iteration 76Q: 3 clusters Score -781235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -781233.375000 Penalty: 3118.283447
	Iteration 77Q: 3 clusters Score -781233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -781235.687500 Penalty: 3118.283447
	Iteration 78Q: 3 clusters Score -781235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -781236.562500 Penalty: 3118.283447
	Iteration 79Q: 3 clusters Score -781236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -781237.062500 Penalty: 3118.283447
	Iteration 80F: 3 clusters Score -781237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -781240.500000 Penalty: 3118.283447
	Iteration 81Q: 3 clusters Score -781240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -781240.562500 Penalty: 3118.283447
	Iteration 82Q: 3 clusters Score -781240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -781240.875000 Penalty: 3118.283447
	Iteration 83Q: 3 clusters Score -781240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -781245.062500 Penalty: 3118.283447
	Iteration 84Q: 3 clusters Score -781245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -781245.500000 Penalty: 3118.283447
	Iteration 85Q: 3 clusters Score -781245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -781245.562500 Penalty: 3118.283447
	Iteration 86Q: 3 clusters Score -781245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -781244.625000 Penalty: 3118.283447
	Iteration 87Q: 3 clusters Score -781244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -781244.000000 Penalty: 3118.283447
	Iteration 88Q: 3 clusters Score -781244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -781244.562500 Penalty: 3118.283447
	Iteration 89Q: 3 clusters Score -781244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -781244.625000 Penalty: 3118.283447
	Iteration 90Q: 3 clusters Score -781244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -781242.750000 Penalty: 3118.283447
	Iteration 91Q: 3 clusters Score -781242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -781244.000000 Penalty: 3118.283447
	Iteration 92Q: 3 clusters Score -781244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -781244.000000 Penalty: 3118.283447
	Iteration 93F: 3 clusters Score -781244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -350001.562500 Penalty: 1442.074951
	Iteration 0F: 2 clusters Score -350001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -344692.625000 Penalty: 2884.149902
	Iteration 0F: 3 clusters Score -344692.6 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -346601.656250 Penalty: 2884.149902
	Iteration 1F: 3 clusters Score -346601.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -347272.437500 Penalty: 2884.149902
	Iteration 2F: 3 clusters Score -347272.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -347987.125000 Penalty: 2884.149902
	Iteration 3F: 3 clusters Score -347987.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -348564.875000 Penalty: 2884.149902
	Iteration 4F: 3 clusters Score -348564.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -348946.843750 Penalty: 2884.149902
	Iteration 5F: 3 clusters Score -348946.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -349124.906250 Penalty: 2884.149902
	Iteration 6Q: 3 clusters Score -349124.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -349221.812500 Penalty: 2884.149902
	Iteration 7Q: 3 clusters Score -349221.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -349270.843750 Penalty: 2884.149902
	Iteration 8Q: 3 clusters Score -349270.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -349304.062500 Penalty: 2884.149902
	Iteration 9Q: 3 clusters Score -349304.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -349341.593750 Penalty: 2884.149902
	Iteration 10Q: 3 clusters Score -349341.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -349376.781250 Penalty: 2884.149902
	Iteration 11Q: 3 clusters Score -349376.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -349398.750000 Penalty: 2884.149902
	Iteration 12Q: 3 clusters Score -349398.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -349418.312500 Penalty: 2884.149902
	Iteration 13Q: 3 clusters Score -349418.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -349433.437500 Penalty: 2884.149902
	Iteration 14Q: 3 clusters Score -349433.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -349443.156250 Penalty: 2884.149902
	Iteration 15Q: 3 clusters Score -349443.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -349452.781250 Penalty: 2884.149902
	Iteration 16Q: 3 clusters Score -349452.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -349467.781250 Penalty: 2884.149902
	Iteration 17Q: 3 clusters Score -349467.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -349482.156250 Penalty: 2884.149902
	Iteration 18Q: 3 clusters Score -349482.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -349492.656250 Penalty: 2884.149902
	Iteration 19Q: 3 clusters Score -349492.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -349501.718750 Penalty: 2884.149902
	Iteration 20F: 3 clusters Score -349501.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -349508.031250 Penalty: 2884.149902
	Iteration 21Q: 3 clusters Score -349508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -349518.156250 Penalty: 2884.149902
	Iteration 22Q: 3 clusters Score -349518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -349528.406250 Penalty: 2884.149902
	Iteration 23Q: 3 clusters Score -349528.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -349537.187500 Penalty: 2884.149902
	Iteration 24Q: 3 clusters Score -349537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -349546.312500 Penalty: 2884.149902
	Iteration 25Q: 3 clusters Score -349546.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -349552.687500 Penalty: 2884.149902
	Iteration 26Q: 3 clusters Score -349552.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -349561.593750 Penalty: 2884.149902
	Iteration 27Q: 3 clusters Score -349561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -349566.875000 Penalty: 2884.149902
	Iteration 28Q: 3 clusters Score -349566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -349570.625000 Penalty: 2884.149902
	Iteration 29Q: 3 clusters Score -349570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -349573.281250 Penalty: 2884.149902
	Iteration 30Q: 3 clusters Score -349573.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -349576.437500 Penalty: 2884.149902
	Iteration 31Q: 3 clusters Score -349576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -349579.687500 Penalty: 2884.149902
	Iteration 32Q: 3 clusters Score -349579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -349581.625000 Penalty: 2884.149902
	Iteration 33Q: 3 clusters Score -349581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -349582.625000 Penalty: 2884.149902
	Iteration 34Q: 3 clusters Score -349582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -349582.687500 Penalty: 2884.149902
	Iteration 35Q: 3 clusters Score -349582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -349584.375000 Penalty: 2884.149902
	Iteration 36Q: 3 clusters Score -349584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -349585.031250 Penalty: 2884.149902
	Iteration 37Q: 3 clusters Score -349585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -349585.031250 Penalty: 2884.149902
	Iteration 38F: 3 clusters Score -349585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -122984.257812 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -122984.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -120673.164062 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -120673.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -121179.070312 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -121179.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -121297.234375 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -121297.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -121373.320312 Penalty: 2528.326904
	Iteration 3Q: 3 clusters Score -121373.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -121423.578125 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -121423.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -121463.695312 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -121463.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -121499.484375 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -121499.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -121527.523438 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -121527.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -121548.414062 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -121548.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -121565.890625 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -121565.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -121582.320312 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -121582.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -121597.515625 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -121597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -121618.226562 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -121618.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -121631.101562 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -121631.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -121644.703125 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -121644.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -121663.882812 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -121663.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -121678.734375 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -121678.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -121688.414062 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -121688.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -121701.000000 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -121701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -121712.476562 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -121712.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -121724.226562 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -121724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -121732.226562 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -121732.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -121743.648438 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -121743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -121757.976562 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -121758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -121773.570312 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -121773.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -121790.687500 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -121790.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -121804.812500 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -121804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -121816.773438 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -121816.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -121827.195312 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -121827.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -121837.578125 Penalty: 2528.326904
	Iteration 29Q: 3 clusters Score -121837.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -121849.218750 Penalty: 2528.326904
	Iteration 30Q: 3 clusters Score -121849.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -121859.203125 Penalty: 2528.326904
	Iteration 31Q: 3 clusters Score -121859.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -121874.656250 Penalty: 2528.326904
	Iteration 32Q: 3 clusters Score -121874.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -121889.328125 Penalty: 2528.326904
	Iteration 33Q: 3 clusters Score -121889.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -121903.382812 Penalty: 2528.326904
	Iteration 34Q: 3 clusters Score -121903.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -121913.929688 Penalty: 2528.326904
	Iteration 35Q: 3 clusters Score -121913.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -121924.195312 Penalty: 2528.326904
	Iteration 36Q: 3 clusters Score -121924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -121932.554688 Penalty: 2528.326904
	Iteration 37Q: 3 clusters Score -121932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -121943.031250 Penalty: 2528.326904
	Iteration 38Q: 3 clusters Score -121943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -121954.468750 Penalty: 2528.326904
	Iteration 39Q: 3 clusters Score -121954.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -121965.757812 Penalty: 2528.326904
	Iteration 40F: 3 clusters Score -121965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -121977.453125 Penalty: 2528.326904
	Iteration 41Q: 3 clusters Score -121977.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -121990.351562 Penalty: 2528.326904
	Iteration 42Q: 3 clusters Score -121990.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -122000.796875 Penalty: 2528.326904
	Iteration 43Q: 3 clusters Score -122000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -122006.257812 Penalty: 2528.326904
	Iteration 44Q: 3 clusters Score -122006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -122011.031250 Penalty: 2528.326904
	Iteration 45Q: 3 clusters Score -122011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -122019.820312 Penalty: 2528.326904
	Iteration 46Q: 3 clusters Score -122019.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -122033.804688 Penalty: 2528.326904
	Iteration 47Q: 3 clusters Score -122033.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -122045.398438 Penalty: 2528.326904
	Iteration 48Q: 3 clusters Score -122045.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -122058.781250 Penalty: 2528.326904
	Iteration 49Q: 3 clusters Score -122058.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -122071.867188 Penalty: 2528.326904
	Iteration 50Q: 3 clusters Score -122071.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -122081.500000 Penalty: 2528.326904
	Iteration 51Q: 3 clusters Score -122081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -122091.023438 Penalty: 2528.326904
	Iteration 52Q: 3 clusters Score -122091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -122095.906250 Penalty: 2528.326904
	Iteration 53Q: 3 clusters Score -122095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -122098.320312 Penalty: 2528.326904
	Iteration 54Q: 3 clusters Score -122098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -122099.148438 Penalty: 2528.326904
	Iteration 55Q: 3 clusters Score -122099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -122099.843750 Penalty: 2528.326904
	Iteration 56Q: 3 clusters Score -122099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -122100.421875 Penalty: 2528.326904
	Iteration 57Q: 3 clusters Score -122100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -122100.890625 Penalty: 2528.326904
	Iteration 58Q: 3 clusters Score -122100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -122100.890625 Penalty: 2528.326904
	Iteration 59F: 3 clusters Score -122100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Entering Unmasked Estep 
Score: -2324546.250000 Penalty: 1738.713867
	Iteration 0F: 2 clusters Score -2324546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2294851.000000 Penalty: 3477.427734
	Iteration 0F: 3 clusters Score -2294851 nChanged 20738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2306435.500000 Penalty: 3477.427734
	Iteration 1F: 3 clusters Score -2306436 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2306900.750000 Penalty: 3477.427734
	Iteration 2Q: 3 clusters Score -2306901 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2307422.750000 Penalty: 3477.427734
	Iteration 3Q: 3 clusters Score -2307423 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2308105.500000 Penalty: 3477.427734
	Iteration 4Q: 3 clusters Score -2308106 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2308980.750000 Penalty: 3477.427734
	Iteration 5Q: 3 clusters Score -2308981 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2310158.750000 Penalty: 3477.427734
	Iteration 6Q: 3 clusters Score -2310159 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2311648.000000 Penalty: 3477.427734
	Iteration 7F: 3 clusters Score -2311648 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2313481.750000 Penalty: 3477.427734
	Iteration 8F: 3 clusters Score -2313482 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2315377.000000 Penalty: 3477.427734
	Iteration 9F: 3 clusters Score -2315377 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2316813.750000 Penalty: 3477.427734
	Iteration 10F: 3 clusters Score -2316814 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2317646.500000 Penalty: 3477.427734
	Iteration 11Q: 3 clusters Score -2317646 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2318136.500000 Penalty: 3477.427734
	Iteration 12Q: 3 clusters Score -2318136 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2318524.500000 Penalty: 3477.427734
	Iteration 13Q: 3 clusters Score -2318524 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2318842.250000 Penalty: 3477.427734
	Iteration 14Q: 3 clusters Score -2318842 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2319131.750000 Penalty: 3477.427734
	Iteration 15Q: 3 clusters Score -2319132 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2319404.250000 Penalty: 3477.427734
	Iteration 16Q: 3 clusters Score -2319404 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2319676.250000 Penalty: 3477.427734
	Iteration 17Q: 3 clusters Score -2319676 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2319951.250000 Penalty: 3477.427734
	Iteration 18Q: 3 clusters Score -2319951 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2320208.500000 Penalty: 3477.427734
	Iteration 19Q: 3 clusters Score -2320208 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2320450.000000 Penalty: 3477.427734
	Iteration 20F: 3 clusters Score -2320450 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2320672.500000 Penalty: 3477.427734
	Iteration 21Q: 3 clusters Score -2320672 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2320889.000000 Penalty: 3477.427734
	Iteration 22Q: 3 clusters Score -2320889 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2321108.500000 Penalty: 3477.427734
	Iteration 23Q: 3 clusters Score -2321108 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2321313.500000 Penalty: 3477.427734
	Iteration 24Q: 3 clusters Score -2321314 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2321527.250000 Penalty: 3477.427734
	Iteration 25Q: 3 clusters Score -2321527 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2321735.500000 Penalty: 3477.427734
	Iteration 26Q: 3 clusters Score -2321736 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2321924.750000 Penalty: 3477.427734
	Iteration 27Q: 3 clusters Score -2321925 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2322106.500000 Penalty: 3477.427734
	Iteration 28Q: 3 clusters Score -2322106 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2322244.250000 Penalty: 3477.427734
	Iteration 29Q: 3 clusters Score -2322244 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2322356.500000 Penalty: 3477.427734
	Iteration 30Q: 3 clusters Score -2322356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2322450.250000 Penalty: 3477.427734
	Iteration 31Q: 3 clusters Score -2322450 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2322536.000000 Penalty: 3477.427734
	Iteration 32Q: 3 clusters Score -2322536 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2322613.750000 Penalty: 3477.427734
	Iteration 33Q: 3 clusters Score -2322614 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2322680.500000 Penalty: 3477.427734
	Iteration 34Q: 3 clusters Score -2322680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2322742.250000 Penalty: 3477.427734
	Iteration 35Q: 3 clusters Score -2322742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2322783.000000 Penalty: 3477.427734
	Iteration 36Q: 3 clusters Score -2322783 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2322814.000000 Penalty: 3477.427734
	Iteration 37Q: 3 clusters Score -2322814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2322837.750000 Penalty: 3477.427734
	Iteration 38Q: 3 clusters Score -2322838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2322861.250000 Penalty: 3477.427734
	Iteration 39Q: 3 clusters Score -2322861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2322890.000000 Penalty: 3477.427734
	Iteration 40F: 3 clusters Score -2322890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2322907.500000 Penalty: 3477.427734
	Iteration 41Q: 3 clusters Score -2322908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2322921.500000 Penalty: 3477.427734
	Iteration 42Q: 3 clusters Score -2322922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2322938.250000 Penalty: 3477.427734
	Iteration 43Q: 3 clusters Score -2322938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2322955.750000 Penalty: 3477.427734
	Iteration 44Q: 3 clusters Score -2322956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2322965.250000 Penalty: 3477.427734
	Iteration 45Q: 3 clusters Score -2322965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2322975.250000 Penalty: 3477.427734
	Iteration 46Q: 3 clusters Score -2322975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2322982.750000 Penalty: 3477.427734
	Iteration 47Q: 3 clusters Score -2322983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2322992.000000 Penalty: 3477.427734
	Iteration 48Q: 3 clusters Score -2322992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2322997.000000 Penalty: 3477.427734
	Iteration 49Q: 3 clusters Score -2322997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2323006.500000 Penalty: 3477.427734
	Iteration 50Q: 3 clusters Score -2323006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2323013.000000 Penalty: 3477.427734
	Iteration 51Q: 3 clusters Score -2323013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2323017.000000 Penalty: 3477.427734
	Iteration 52Q: 3 clusters Score -2323017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2323022.000000 Penalty: 3477.427734
	Iteration 53Q: 3 clusters Score -2323022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2323026.000000 Penalty: 3477.427734
	Iteration 54Q: 3 clusters Score -2323026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2323023.500000 Penalty: 3477.427734
	Iteration 55Q: 3 clusters Score -2323024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2323027.750000 Penalty: 3477.427734
	Iteration 56Q: 3 clusters Score -2323028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2323029.000000 Penalty: 3477.427734
	Iteration 57Q: 3 clusters Score -2323029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2323034.250000 Penalty: 3477.427734
	Iteration 58Q: 3 clusters Score -2323034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2323038.750000 Penalty: 3477.427734
	Iteration 59Q: 3 clusters Score -2323039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2323038.500000 Penalty: 3477.427734
	Iteration 60F: 3 clusters Score -2323038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2323042.000000 Penalty: 3477.427734
	Iteration 61Q: 3 clusters Score -2323042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2323042.000000 Penalty: 3477.427734
	Iteration 62Q: 3 clusters Score -2323042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2323039.250000 Penalty: 3477.427734
	Iteration 63Q: 3 clusters Score -2323039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2323046.250000 Penalty: 3477.427734
	Iteration 64Q: 3 clusters Score -2323046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2323050.750000 Penalty: 3477.427734
	Iteration 65Q: 3 clusters Score -2323051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2323051.250000 Penalty: 3477.427734
	Iteration 66Q: 3 clusters Score -2323051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2323051.250000 Penalty: 3477.427734
	Iteration 67F: 3 clusters Score -2323051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Entering Unmasked Estep 
Score: -3518190.000000 Penalty: 1806.805176
	Iteration 0F: 2 clusters Score -3518190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3473373.250000 Penalty: 3613.610352
	Iteration 0F: 3 clusters Score -3473373 nChanged 31722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3491171.000000 Penalty: 3613.610352
	Iteration 1F: 3 clusters Score -3491171 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3492047.500000 Penalty: 3613.610352
	Iteration 2Q: 3 clusters Score -3492048 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3493298.750000 Penalty: 3613.610352
	Iteration 3Q: 3 clusters Score -3493299 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3495562.500000 Penalty: 3613.610352
	Iteration 4F: 3 clusters Score -3495562 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3499487.250000 Penalty: 3613.610352
	Iteration 5F: 3 clusters Score -3499487 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3505219.750000 Penalty: 3613.610352
	Iteration 6F: 3 clusters Score -3505220 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3511113.500000 Penalty: 3613.610352
	Iteration 7F: 3 clusters Score -3511114 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3514686.750000 Penalty: 3613.610352
	Iteration 8F: 3 clusters Score -3514687 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3515961.000000 Penalty: 3613.610352
	Iteration 9Q: 3 clusters Score -3515961 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3516348.000000 Penalty: 3613.610352
	Iteration 10Q: 3 clusters Score -3516348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3516467.000000 Penalty: 3613.610352
	Iteration 11Q: 3 clusters Score -3516467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3516531.750000 Penalty: 3613.610352
	Iteration 12Q: 3 clusters Score -3516532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3516555.000000 Penalty: 3613.610352
	Iteration 13Q: 3 clusters Score -3516555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3516562.000000 Penalty: 3613.610352
	Iteration 14Q: 3 clusters Score -3516562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3516564.000000 Penalty: 3613.610352
	Iteration 15Q: 3 clusters Score -3516564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3516568.000000 Penalty: 3613.610352
	Iteration 16Q: 3 clusters Score -3516568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3516568.000000 Penalty: 3613.610352
	Iteration 17F: 3 clusters Score -3516568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223156 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 27766 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 18798 members 
Mstep: Class 12 contains 26022 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 20183 members 
Mstep: Class 15 contains 14687 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 44346 members 
Mstep: Class 20 contains 67427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531794.000000 Penalty: 38560.308594
Iteration 119Q: 19 clusters Score -2.653179e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223269 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 27752 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 25676 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 20185 members 
Mstep: Class 15 contains 14793 members 
Mstep: Class 16 contains 7145 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 44443 members 
Mstep: Class 20 contains 67449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531890.000000 Penalty: 38560.308594
Iteration 120F: 19 clusters Score -2.653189e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 7186 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223389 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 27716 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 18830 members 
Mstep: Class 12 contains 25346 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 20184 members 
Mstep: Class 15 contains 14895 members 
Mstep: Class 16 contains 7140 members 
Mstep: Class 17 contains 2448 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 20 contains 67473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531920.000000 Penalty: 38560.308594
Iteration 121Q: 19 clusters Score -2.653192e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223519 members 
Mstep: Class 5 contains 3197 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 27684 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 18854 members 
Mstep: Class 12 contains 25047 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 20186 members 
Mstep: Class 15 contains 14983 members 
Mstep: Class 16 contains 7135 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 44629 members 
Mstep: Class 20 contains 67494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531936.000000 Penalty: 38560.308594
Iteration 122Q: 19 clusters Score -2.653194e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223629 members 
Mstep: Class 5 contains 3192 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 27651 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 18876 members 
Mstep: Class 12 contains 24772 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 20191 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 44708 members 
Mstep: Class 20 contains 67506 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -2.6532e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 7123 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223729 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 9165 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 8 contains 27626 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 18895 members 
Mstep: Class 12 contains 24529 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 20195 members 
Mstep: Class 15 contains 15137 members 
Mstep: Class 16 contains 7128 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 44769 members 
Mstep: Class 20 contains 67532 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -2.653207e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223844 members 
Mstep: Class 5 contains 3184 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 18918 members 
Mstep: Class 12 contains 24300 members 
Mstep: Class 13 contains 1500 members 
Mstep: Class 14 contains 20197 members 
Mstep: Class 15 contains 15199 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 44823 members 
Mstep: Class 20 contains 67548 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -2.653207e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 223988 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 6 contains 9160 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 27568 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 24040 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 20200 members 
Mstep: Class 15 contains 15253 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 44863 members 
Mstep: Class 20 contains 67567 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -2.653217e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 224115 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 9159 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 27539 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 18965 members 
Mstep: Class 12 contains 23802 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 20201 members 
Mstep: Class 15 contains 15301 members 
Mstep: Class 16 contains 7103 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 44920 members 
Mstep: Class 20 contains 67582 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -2.653225e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 9039 members 
Mstep: Class 4 contains 224255 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 8 contains 27506 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 18989 members 
Mstep: Class 12 contains 23563 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 20205 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 20 contains 67600 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -2.653228e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 224413 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 4054 members 
Mstep: Class 8 contains 27466 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 19004 members 
Mstep: Class 12 contains 23340 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 20212 members 
Mstep: Class 15 contains 15370 members 
Mstep: Class 16 contains 7090 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 45024 members 
Mstep: Class 20 contains 67626 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -2.653233e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 224608 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 9135 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 27437 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 19025 members 
Mstep: Class 12 contains 23105 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 20211 members 
Mstep: Class 15 contains 15404 members 
Mstep: Class 16 contains 7084 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 45057 members 
Mstep: Class 20 contains 67640 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -2.653232e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 9039 members 
Mstep: Class 4 contains 224826 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 9129 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 27410 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 22878 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 20211 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 45068 members 
Mstep: Class 20 contains 67653 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -2.653241e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 6900 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 9124 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 27394 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 22657 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 20214 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 45075 members 
Mstep: Class 20 contains 67660 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -2.653244e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 225323 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 27376 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 19063 members 
Mstep: Class 12 contains 22397 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 20213 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 45079 members 
Mstep: Class 20 contains 67668 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -2.653248e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 6824 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 225567 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 9099 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 27362 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 19075 members 
Mstep: Class 12 contains 22171 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 20216 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 7073 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 45073 members 
Mstep: Class 20 contains 67668 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -2.653251e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 6783 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 225775 members 
Mstep: Class 5 contains 3150 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 27351 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 19087 members 
Mstep: Class 12 contains 21985 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 20214 members 
Mstep: Class 15 contains 15488 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 18 contains 45065 members 
Mstep: Class 20 contains 67665 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -2.653249e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 225951 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 9094 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 27339 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 11 contains 19102 members 
Mstep: Class 12 contains 21815 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20212 members 
Mstep: Class 15 contains 15500 members 
Mstep: Class 16 contains 7064 members 
Mstep: Class 17 contains 2732 members 
Mstep: Class 18 contains 45071 members 
Mstep: Class 20 contains 67660 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -2.65325e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 226144 members 
Mstep: Class 5 contains 3141 members 
Mstep: Class 6 contains 9088 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 27327 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 19119 members 
Mstep: Class 12 contains 21637 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 20214 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 45080 members 
Mstep: Class 20 contains 67660 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -2.653249e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 226323 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 27317 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 19136 members 
Mstep: Class 12 contains 21461 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 15532 members 
Mstep: Class 16 contains 7057 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 45082 members 
Mstep: Class 20 contains 67661 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -2.653251e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 226519 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 9072 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 27310 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 19149 members 
Mstep: Class 12 contains 21268 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 15547 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 18 contains 45087 members 
Mstep: Class 20 contains 67660 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -2.653254e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 6646 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 226712 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 27295 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 19156 members 
Mstep: Class 12 contains 21085 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 20220 members 
Mstep: Class 15 contains 15565 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 45078 members 
Mstep: Class 20 contains 67667 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -2.653254e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 9041 members 
Mstep: Class 4 contains 226878 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 27283 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 20915 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 15579 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 45073 members 
Mstep: Class 20 contains 67671 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -2.653256e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 6619 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 227019 members 
Mstep: Class 5 contains 3129 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 27273 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 20755 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 15593 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 45076 members 
Mstep: Class 20 contains 67672 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -2.653251e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 227199 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 9055 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 27262 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 19188 members 
Mstep: Class 12 contains 20574 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 15611 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 45079 members 
Mstep: Class 20 contains 67671 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -2.653251e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 227387 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 27255 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 19197 members 
Mstep: Class 12 contains 20383 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 15626 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 45074 members 
Mstep: Class 20 contains 67670 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -2.653257e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 227584 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 4113 members 
Mstep: Class 8 contains 27237 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20229 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 7047 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 20 contains 67674 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -2.653261e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 227811 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 4109 members 
Mstep: Class 8 contains 27225 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 19207 members 
Mstep: Class 12 contains 19983 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 20 contains 67679 members 
Entering Unmasked Estep 
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Iteration 146Q: 19 clusters Score -2.653266e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 228057 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 27211 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 19209 members 
Mstep: Class 12 contains 19775 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 20 contains 67681 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -2.653274e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 228290 members 
Mstep: Class 5 contains 3130 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 4106 members 
Mstep: Class 8 contains 27197 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 19209 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15664 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 20 contains 67692 members 
Entering Unmasked Estep 
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Iteration 148Q: 19 clusters Score -2.653276e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 228537 members 
Mstep: Class 5 contains 3130 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 4106 members 
Mstep: Class 8 contains 27185 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 19372 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 15668 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 44996 members 
Mstep: Class 20 contains 67698 members 
Entering Unmasked Estep 
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Iteration 149Q: 19 clusters Score -2.653275e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 9046 members 
Mstep: Class 4 contains 228777 members 
Mstep: Class 5 contains 3129 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 27167 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 19178 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 15686 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 44967 members 
Mstep: Class 20 contains 67700 members 
Entering Unmasked Estep 
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Iteration 150Q: 19 clusters Score -2.653283e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 9047 members 
Mstep: Class 4 contains 229038 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 9036 members 
Mstep: Class 7 contains 4109 members 
Mstep: Class 8 contains 27151 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 18983 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 15697 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 44939 members 
Mstep: Class 20 contains 67700 members 
Entering Unmasked Estep 
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Iteration 151Q: 19 clusters Score -2.653284e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 229272 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 9035 members 
Mstep: Class 7 contains 4110 members 
Mstep: Class 8 contains 27138 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 19207 members 
Mstep: Class 12 contains 18804 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 44914 members 
Mstep: Class 20 contains 67695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532896.000000 Penalty: 38560.308594
Iteration 152Q: 19 clusters Score -2.65329e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 9050 members 
Mstep: Class 4 contains 229496 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 27132 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 19201 members 
Mstep: Class 12 contains 18636 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 20 contains 67697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532946.000000 Penalty: 38560.308594
Iteration 153Q: 19 clusters Score -2.653295e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 229724 members 
Mstep: Class 5 contains 3129 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 27121 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 19201 members 
Mstep: Class 12 contains 18448 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 15732 members 
Mstep: Class 16 contains 7025 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 44866 members 
Mstep: Class 20 contains 67696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532924.000000 Penalty: 38560.308594
Iteration 154Q: 19 clusters Score -2.653292e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 229938 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 9029 members 
Mstep: Class 7 contains 4111 members 
Mstep: Class 8 contains 27115 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 19199 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 44851 members 
Mstep: Class 20 contains 67694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532938.000000 Penalty: 38560.308594
Iteration 155Q: 19 clusters Score -2.653294e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 230169 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 4114 members 
Mstep: Class 8 contains 27109 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 19206 members 
Mstep: Class 12 contains 18098 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15742 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 44829 members 
Mstep: Class 20 contains 67688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532884.000000 Penalty: 38560.308594
Iteration 156Q: 19 clusters Score -2.653288e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 230390 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 4115 members 
Mstep: Class 8 contains 27104 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 19206 members 
Mstep: Class 12 contains 17929 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 15752 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 44810 members 
Mstep: Class 20 contains 67689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532948.000000 Penalty: 38560.308594
Iteration 157Q: 19 clusters Score -2.653295e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 230643 members 
Mstep: Class 5 contains 3121 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 27098 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 17739 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 44783 members 
Mstep: Class 20 contains 67688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533050.000000 Penalty: 38560.308594
Iteration 158Q: 19 clusters Score -2.653305e+07 nChanged 390
Entering ConstructFrom: 
Score: -26533050.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (40557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Entering Unmasked Estep 
Score: -2105844.250000 Penalty: 1724.200439
	Iteration 0F: 2 clusters Score -2105844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2078608.375000 Penalty: 3448.400879
	Iteration 0F: 3 clusters Score -2078608 nChanged 18965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2089480.000000 Penalty: 3448.400879
	Iteration 1F: 3 clusters Score -2089480 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2090048.375000 Penalty: 3448.400879
	Iteration 2Q: 3 clusters Score -2090048 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2090736.000000 Penalty: 3448.400879
	Iteration 3Q: 3 clusters Score -2090736 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2091617.375000 Penalty: 3448.400879
	Iteration 4Q: 3 clusters Score -2091617 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2092795.875000 Penalty: 3448.400879
	Iteration 5F: 3 clusters Score -2092796 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2094399.750000 Penalty: 3448.400879
	Iteration 6F: 3 clusters Score -2094400 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2096536.000000 Penalty: 3448.400879
	Iteration 7F: 3 clusters Score -2096536 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2099079.500000 Penalty: 3448.400879
	Iteration 8F: 3 clusters Score -2099080 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2101305.500000 Penalty: 3448.400879
	Iteration 9Q: 3 clusters Score -2101306 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2102560.000000 Penalty: 3448.400879
	Iteration 10Q: 3 clusters Score -2102560 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2103010.000000 Penalty: 3448.400879
	Iteration 11Q: 3 clusters Score -2103010 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2103251.500000 Penalty: 3448.400879
	Iteration 12Q: 3 clusters Score -2103252 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2103426.000000 Penalty: 3448.400879
	Iteration 13Q: 3 clusters Score -2103426 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2103555.500000 Penalty: 3448.400879
	Iteration 14Q: 3 clusters Score -2103556 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2103635.500000 Penalty: 3448.400879
	Iteration 15Q: 3 clusters Score -2103636 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2103719.250000 Penalty: 3448.400879
	Iteration 16Q: 3 clusters Score -2103719 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2103762.500000 Penalty: 3448.400879
	Iteration 17Q: 3 clusters Score -2103762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2103827.250000 Penalty: 3448.400879
	Iteration 18Q: 3 clusters Score -2103827 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2103879.750000 Penalty: 3448.400879
	Iteration 19Q: 3 clusters Score -2103880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2103923.000000 Penalty: 3448.400879
	Iteration 20F: 3 clusters Score -2103923 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2103973.250000 Penalty: 3448.400879
	Iteration 21Q: 3 clusters Score -2103973 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2104008.250000 Penalty: 3448.400879
	Iteration 22Q: 3 clusters Score -2104008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2104054.000000 Penalty: 3448.400879
	Iteration 23Q: 3 clusters Score -2104054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2104092.000000 Penalty: 3448.400879
	Iteration 24Q: 3 clusters Score -2104092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2104126.000000 Penalty: 3448.400879
	Iteration 25Q: 3 clusters Score -2104126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2104150.750000 Penalty: 3448.400879
	Iteration 26Q: 3 clusters Score -2104151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2104184.250000 Penalty: 3448.400879
	Iteration 27Q: 3 clusters Score -2104184 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2104221.250000 Penalty: 3448.400879
	Iteration 28Q: 3 clusters Score -2104221 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2104260.500000 Penalty: 3448.400879
	Iteration 29Q: 3 clusters Score -2104260 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2104285.750000 Penalty: 3448.400879
	Iteration 30Q: 3 clusters Score -2104286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2104306.000000 Penalty: 3448.400879
	Iteration 31Q: 3 clusters Score -2104306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2104339.000000 Penalty: 3448.400879
	Iteration 32Q: 3 clusters Score -2104339 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2104361.750000 Penalty: 3448.400879
	Iteration 33Q: 3 clusters Score -2104362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2104388.000000 Penalty: 3448.400879
	Iteration 34Q: 3 clusters Score -2104388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2104406.250000 Penalty: 3448.400879
	Iteration 35Q: 3 clusters Score -2104406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2104430.250000 Penalty: 3448.400879
	Iteration 36Q: 3 clusters Score -2104430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2104455.250000 Penalty: 3448.400879
	Iteration 37Q: 3 clusters Score -2104455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2104474.000000 Penalty: 3448.400879
	Iteration 38Q: 3 clusters Score -2104474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2104499.250000 Penalty: 3448.400879
	Iteration 39Q: 3 clusters Score -2104499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2104527.750000 Penalty: 3448.400879
	Iteration 40F: 3 clusters Score -2104528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2104551.750000 Penalty: 3448.400879
	Iteration 41Q: 3 clusters Score -2104552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2104566.750000 Penalty: 3448.400879
	Iteration 42Q: 3 clusters Score -2104567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2104584.500000 Penalty: 3448.400879
	Iteration 43Q: 3 clusters Score -2104584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2104609.750000 Penalty: 3448.400879
	Iteration 44Q: 3 clusters Score -2104610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2104615.250000 Penalty: 3448.400879
	Iteration 45Q: 3 clusters Score -2104615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2104628.500000 Penalty: 3448.400879
	Iteration 46Q: 3 clusters Score -2104628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2104634.250000 Penalty: 3448.400879
	Iteration 47Q: 3 clusters Score -2104634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2104640.750000 Penalty: 3448.400879
	Iteration 48Q: 3 clusters Score -2104641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2104648.500000 Penalty: 3448.400879
	Iteration 49Q: 3 clusters Score -2104648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2104653.500000 Penalty: 3448.400879
	Iteration 50Q: 3 clusters Score -2104654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2104653.250000 Penalty: 3448.400879
	Iteration 51Q: 3 clusters Score -2104653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2104661.500000 Penalty: 3448.400879
	Iteration 52Q: 3 clusters Score -2104662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2104664.000000 Penalty: 3448.400879
	Iteration 53Q: 3 clusters Score -2104664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2104668.500000 Penalty: 3448.400879
	Iteration 54Q: 3 clusters Score -2104668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2104666.250000 Penalty: 3448.400879
	Iteration 55Q: 3 clusters Score -2104666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2104671.750000 Penalty: 3448.400879
	Iteration 56Q: 3 clusters Score -2104672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2104674.500000 Penalty: 3448.400879
	Iteration 57Q: 3 clusters Score -2104674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2104678.250000 Penalty: 3448.400879
	Iteration 58Q: 3 clusters Score -2104678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2104687.500000 Penalty: 3448.400879
	Iteration 59Q: 3 clusters Score -2104688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2104691.750000 Penalty: 3448.400879
	Iteration 60F: 3 clusters Score -2104692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2104697.500000 Penalty: 3448.400879
	Iteration 61Q: 3 clusters Score -2104698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2104702.000000 Penalty: 3448.400879
	Iteration 62Q: 3 clusters Score -2104702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2104705.750000 Penalty: 3448.400879
	Iteration 63Q: 3 clusters Score -2104706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2104709.000000 Penalty: 3448.400879
	Iteration 64Q: 3 clusters Score -2104709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2104710.500000 Penalty: 3448.400879
	Iteration 65Q: 3 clusters Score -2104710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2104720.500000 Penalty: 3448.400879
	Iteration 66Q: 3 clusters Score -2104720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2104717.000000 Penalty: 3448.400879
	Iteration 67Q: 3 clusters Score -2104717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2104717.500000 Penalty: 3448.400879
	Iteration 68Q: 3 clusters Score -2104718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2104718.500000 Penalty: 3448.400879
	Iteration 69Q: 3 clusters Score -2104718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2104718.500000 Penalty: 3448.400879
	Iteration 70Q: 3 clusters Score -2104718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2104717.500000 Penalty: 3448.400879
	Iteration 71Q: 3 clusters Score -2104718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2104717.500000 Penalty: 3448.400879
	Iteration 72F: 3 clusters Score -2104718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -311522.625000 Penalty: 1420.694214
	Iteration 0F: 2 clusters Score -311522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -306738.812500 Penalty: 2841.388428
	Iteration 0F: 3 clusters Score -306738.8 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -308058.625000 Penalty: 2841.388428
	Iteration 1F: 3 clusters Score -308058.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -308221.843750 Penalty: 2841.388428
	Iteration 2F: 3 clusters Score -308221.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -308337.812500 Penalty: 2841.388428
	Iteration 3Q: 3 clusters Score -308337.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -308425.437500 Penalty: 2841.388428
	Iteration 4Q: 3 clusters Score -308425.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -308498.406250 Penalty: 2841.388428
	Iteration 5Q: 3 clusters Score -308498.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -308566.500000 Penalty: 2841.388428
	Iteration 6Q: 3 clusters Score -308566.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -308627.375000 Penalty: 2841.388428
	Iteration 7Q: 3 clusters Score -308627.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -308703.187500 Penalty: 2841.388428
	Iteration 8Q: 3 clusters Score -308703.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -308785.531250 Penalty: 2841.388428
	Iteration 9Q: 3 clusters Score -308785.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -308873.406250 Penalty: 2841.388428
	Iteration 10Q: 3 clusters Score -308873.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -308966.312500 Penalty: 2841.388428
	Iteration 11Q: 3 clusters Score -308966.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -309069.093750 Penalty: 2841.388428
	Iteration 12Q: 3 clusters Score -309069.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -309189.156250 Penalty: 2841.388428
	Iteration 13Q: 3 clusters Score -309189.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -309324.562500 Penalty: 2841.388428
	Iteration 14Q: 3 clusters Score -309324.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -309472.343750 Penalty: 2841.388428
	Iteration 15Q: 3 clusters Score -309472.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -309651.250000 Penalty: 2841.388428
	Iteration 16Q: 3 clusters Score -309651.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -309827.593750 Penalty: 2841.388428
	Iteration 17Q: 3 clusters Score -309827.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -309999.906250 Penalty: 2841.388428
	Iteration 18Q: 3 clusters Score -309999.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -310140.593750 Penalty: 2841.388428
	Iteration 19Q: 3 clusters Score -310140.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -310266.312500 Penalty: 2841.388428
	Iteration 20F: 3 clusters Score -310266.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -310372.312500 Penalty: 2841.388428
	Iteration 21Q: 3 clusters Score -310372.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -310447.562500 Penalty: 2841.388428
	Iteration 22Q: 3 clusters Score -310447.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -310484.531250 Penalty: 2841.388428
	Iteration 23Q: 3 clusters Score -310484.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -310511.468750 Penalty: 2841.388428
	Iteration 24Q: 3 clusters Score -310511.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -310528.781250 Penalty: 2841.388428
	Iteration 25Q: 3 clusters Score -310528.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -310538.687500 Penalty: 2841.388428
	Iteration 26Q: 3 clusters Score -310538.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -310548.625000 Penalty: 2841.388428
	Iteration 27Q: 3 clusters Score -310548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -310555.281250 Penalty: 2841.388428
	Iteration 28Q: 3 clusters Score -310555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -310560.031250 Penalty: 2841.388428
	Iteration 29Q: 3 clusters Score -310560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -310561.968750 Penalty: 2841.388428
	Iteration 30Q: 3 clusters Score -310562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -310564.968750 Penalty: 2841.388428
	Iteration 31Q: 3 clusters Score -310565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -310565.562500 Penalty: 2841.388428
	Iteration 32Q: 3 clusters Score -310565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -310566.093750 Penalty: 2841.388428
	Iteration 33Q: 3 clusters Score -310566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -310566.093750 Penalty: 2841.388428
	Iteration 34F: 3 clusters Score -310566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -479484.625000 Penalty: 1480.531250
	Iteration 0F: 2 clusters Score -479484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -472870.906250 Penalty: 2961.062500
	Iteration 0F: 3 clusters Score -472870.9 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -474923.000000 Penalty: 2961.062500
	Iteration 1F: 3 clusters Score -474923 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -475194.312500 Penalty: 2961.062500
	Iteration 2F: 3 clusters Score -475194.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -475374.843750 Penalty: 2961.062500
	Iteration 3Q: 3 clusters Score -475374.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -475563.125000 Penalty: 2961.062500
	Iteration 4Q: 3 clusters Score -475563.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -475798.187500 Penalty: 2961.062500
	Iteration 5Q: 3 clusters Score -475798.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -476103.531250 Penalty: 2961.062500
	Iteration 6F: 3 clusters Score -476103.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -476531.187500 Penalty: 2961.062500
	Iteration 7F: 3 clusters Score -476531.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -477040.968750 Penalty: 2961.062500
	Iteration 8F: 3 clusters Score -477041 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -477528.062500 Penalty: 2961.062500
	Iteration 9F: 3 clusters Score -477528.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -477860.000000 Penalty: 2961.062500
	Iteration 10Q: 3 clusters Score -477860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -478049.843750 Penalty: 2961.062500
	Iteration 11Q: 3 clusters Score -478049.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -478150.031250 Penalty: 2961.062500
	Iteration 12Q: 3 clusters Score -478150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -478187.500000 Penalty: 2961.062500
	Iteration 13Q: 3 clusters Score -478187.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -478209.875000 Penalty: 2961.062500
	Iteration 14Q: 3 clusters Score -478209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -478226.156250 Penalty: 2961.062500
	Iteration 15Q: 3 clusters Score -478226.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -478243.218750 Penalty: 2961.062500
	Iteration 16Q: 3 clusters Score -478243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -478253.156250 Penalty: 2961.062500
	Iteration 17Q: 3 clusters Score -478253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -478265.062500 Penalty: 2961.062500
	Iteration 18Q: 3 clusters Score -478265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -478279.500000 Penalty: 2961.062500
	Iteration 19Q: 3 clusters Score -478279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -478288.218750 Penalty: 2961.062500
	Iteration 20F: 3 clusters Score -478288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -478292.312500 Penalty: 2961.062500
	Iteration 21Q: 3 clusters Score -478292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -478292.843750 Penalty: 2961.062500
	Iteration 22Q: 3 clusters Score -478292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -478296.343750 Penalty: 2961.062500
	Iteration 23Q: 3 clusters Score -478296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -478299.437500 Penalty: 2961.062500
	Iteration 24Q: 3 clusters Score -478299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -478301.750000 Penalty: 2961.062500
	Iteration 25Q: 3 clusters Score -478301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -478305.281250 Penalty: 2961.062500
	Iteration 26Q: 3 clusters Score -478305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -478307.250000 Penalty: 2961.062500
	Iteration 27Q: 3 clusters Score -478307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -478308.125000 Penalty: 2961.062500
	Iteration 28Q: 3 clusters Score -478308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -478310.125000 Penalty: 2961.062500
	Iteration 29Q: 3 clusters Score -478310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -478310.125000 Penalty: 2961.062500
	Iteration 30F: 3 clusters Score -478310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (230894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230894 members 
Entering Unmasked Estep 
Score: -11991909.000000 Penalty: 2006.828613
	Iteration 0F: 2 clusters Score -1.199191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -11835921.000000 Penalty: 4013.657227
	Iteration 0F: 3 clusters Score -1.183592e+07 nChanged 111927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 116227 members 
Entering Unmasked Estep 
Score: -11903025.000000 Penalty: 4013.657227
	Iteration 1F: 3 clusters Score -1.190302e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -11904268.000000 Penalty: 4013.657227
	Iteration 2Q: 3 clusters Score -1.190427e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -11906012.000000 Penalty: 4013.657227
	Iteration 3Q: 3 clusters Score -1.190601e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 115901 members 
Entering Unmasked Estep 
Score: -11908303.000000 Penalty: 4013.657227
	Iteration 4Q: 3 clusters Score -1.19083e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -11911120.000000 Penalty: 4013.657227
	Iteration 5Q: 3 clusters Score -1.191112e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -11914972.000000 Penalty: 4013.657227
	Iteration 6Q: 3 clusters Score -1.191497e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -11919890.000000 Penalty: 4013.657227
	Iteration 7Q: 3 clusters Score -1.191989e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -11925165.000000 Penalty: 4013.657227
	Iteration 8Q: 3 clusters Score -1.192516e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -11930538.000000 Penalty: 4013.657227
	Iteration 9F: 3 clusters Score -1.193054e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 119008 members 
Entering Unmasked Estep 
Score: -11935276.000000 Penalty: 4013.657227
	Iteration 10Q: 3 clusters Score -1.193528e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -11938762.000000 Penalty: 4013.657227
	Iteration 11Q: 3 clusters Score -1.193876e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -11941339.000000 Penalty: 4013.657227
	Iteration 12Q: 3 clusters Score -1.194134e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -11943482.000000 Penalty: 4013.657227
	Iteration 13Q: 3 clusters Score -1.194348e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -11945257.000000 Penalty: 4013.657227
	Iteration 14Q: 3 clusters Score -1.194526e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -11947015.000000 Penalty: 4013.657227
	Iteration 15Q: 3 clusters Score -1.194702e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 140361 members 
Entering Unmasked Estep 
Score: -11948791.000000 Penalty: 4013.657227
	Iteration 16Q: 3 clusters Score -1.194879e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -11950867.000000 Penalty: 4013.657227
	Iteration 17Q: 3 clusters Score -1.195087e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -11953390.000000 Penalty: 4013.657227
	Iteration 18Q: 3 clusters Score -1.195339e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 161465 members 
Entering Unmasked Estep 
Score: -11956381.000000 Penalty: 4013.657227
	Iteration 19Q: 3 clusters Score -1.195638e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 170004 members 
Entering Unmasked Estep 
Score: -11960014.000000 Penalty: 4013.657227
	Iteration 20F: 3 clusters Score -1.196001e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -11964079.000000 Penalty: 4013.657227
	Iteration 21Q: 3 clusters Score -1.196408e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 188319 members 
Entering Unmasked Estep 
Score: -11968673.000000 Penalty: 4013.657227
	Iteration 22Q: 3 clusters Score -1.196867e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 197115 members 
Entering Unmasked Estep 
Score: -11973143.000000 Penalty: 4013.657227
	Iteration 23Q: 3 clusters Score -1.197314e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 205187 members 
Entering Unmasked Estep 
Score: -11977372.000000 Penalty: 4013.657227
	Iteration 24Q: 3 clusters Score -1.197737e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 212001 members 
Entering Unmasked Estep 
Score: -11981054.000000 Penalty: 4013.657227
	Iteration 25Q: 3 clusters Score -1.198105e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 217415 members 
Entering Unmasked Estep 
Score: -11983799.000000 Penalty: 4013.657227
	Iteration 26Q: 3 clusters Score -1.19838e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 221440 members 
Entering Unmasked Estep 
Score: -11986004.000000 Penalty: 4013.657227
	Iteration 27Q: 3 clusters Score -1.1986e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -11987483.000000 Penalty: 4013.657227
	Iteration 28Q: 3 clusters Score -1.198748e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 226151 members 
Entering Unmasked Estep 
Score: -11988366.000000 Penalty: 4013.657227
	Iteration 29Q: 3 clusters Score -1.198837e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 227396 members 
Entering Unmasked Estep 
Score: -11988899.000000 Penalty: 4013.657227
	Iteration 30Q: 3 clusters Score -1.19889e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 228227 members 
Entering Unmasked Estep 
Score: -11989291.000000 Penalty: 4013.657227
	Iteration 31Q: 3 clusters Score -1.198929e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 228761 members 
Entering Unmasked Estep 
Score: -11989563.000000 Penalty: 4013.657227
	Iteration 32Q: 3 clusters Score -1.198956e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 229135 members 
Entering Unmasked Estep 
Score: -11989768.000000 Penalty: 4013.657227
	Iteration 33Q: 3 clusters Score -1.198977e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 229389 members 
Entering Unmasked Estep 
Score: -11989883.000000 Penalty: 4013.657227
	Iteration 34Q: 3 clusters Score -1.198988e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 229561 members 
Entering Unmasked Estep 
Score: -11989947.000000 Penalty: 4013.657227
	Iteration 35Q: 3 clusters Score -1.198995e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 229684 members 
Entering Unmasked Estep 
Score: -11990017.000000 Penalty: 4013.657227
	Iteration 36Q: 3 clusters Score -1.199002e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 229771 members 
Entering Unmasked Estep 
Score: -11990084.000000 Penalty: 4013.657227
	Iteration 37Q: 3 clusters Score -1.199008e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 229851 members 
Entering Unmasked Estep 
Score: -11990145.000000 Penalty: 4013.657227
	Iteration 38Q: 3 clusters Score -1.199014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 229894 members 
Entering Unmasked Estep 
Score: -11990148.000000 Penalty: 4013.657227
	Iteration 39Q: 3 clusters Score -1.199015e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 229935 members 
Entering Unmasked Estep 
Score: -11990156.000000 Penalty: 4013.657227
	Iteration 40F: 3 clusters Score -1.199016e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 229972 members 
Entering Unmasked Estep 
Score: -11990169.000000 Penalty: 4013.657227
	Iteration 41Q: 3 clusters Score -1.199017e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 230003 members 
Entering Unmasked Estep 
Score: -11990186.000000 Penalty: 4013.657227
	Iteration 42Q: 3 clusters Score -1.199019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 230031 members 
Entering Unmasked Estep 
Score: -11990179.000000 Penalty: 4013.657227
	Iteration 43Q: 3 clusters Score -1.199018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 230049 members 
Entering Unmasked Estep 
Score: -11990187.000000 Penalty: 4013.657227
	Iteration 44Q: 3 clusters Score -1.199019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 230074 members 
Entering Unmasked Estep 
Score: -11990207.000000 Penalty: 4013.657227
	Iteration 45Q: 3 clusters Score -1.199021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 230089 members 
Entering Unmasked Estep 
Score: -11990208.000000 Penalty: 4013.657227
	Iteration 46Q: 3 clusters Score -1.199021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 230095 members 
Entering Unmasked Estep 
Score: -11990228.000000 Penalty: 4013.657227
	Iteration 47Q: 3 clusters Score -1.199023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 230097 members 
Entering Unmasked Estep 
Score: -11990231.000000 Penalty: 4013.657227
	Iteration 48Q: 3 clusters Score -1.199023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 230099 members 
Entering Unmasked Estep 
Score: -11990252.000000 Penalty: 4013.657227
	Iteration 49Q: 3 clusters Score -1.199025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 230102 members 
Entering Unmasked Estep 
Score: -11990240.000000 Penalty: 4013.657227
	Iteration 50Q: 3 clusters Score -1.199024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 230108 members 
Entering Unmasked Estep 
Score: -11990253.000000 Penalty: 4013.657227
	Iteration 51Q: 3 clusters Score -1.199025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 230111 members 
Entering Unmasked Estep 
Score: -11990252.000000 Penalty: 4013.657227
	Iteration 52Q: 3 clusters Score -1.199025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 230107 members 
Entering Unmasked Estep 
Score: -11990248.000000 Penalty: 4013.657227
	Iteration 53Q: 3 clusters Score -1.199025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 230108 members 
Entering Unmasked Estep 
Score: -11990253.000000 Penalty: 4013.657227
	Iteration 54Q: 3 clusters Score -1.199025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 230109 members 
Entering Unmasked Estep 
Score: -11990260.000000 Penalty: 4013.657227
	Iteration 55Q: 3 clusters Score -1.199026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 230109 members 
Entering Unmasked Estep 
Score: -11990251.000000 Penalty: 4013.657227
	Iteration 56Q: 3 clusters Score -1.199025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 230114 members 
Entering Unmasked Estep 
Score: -11990259.000000 Penalty: 4013.657227
	Iteration 57Q: 3 clusters Score -1.199026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 230117 members 
Entering Unmasked Estep 
Score: -11990258.000000 Penalty: 4013.657227
	Iteration 58Q: 3 clusters Score -1.199026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 230123 members 
Entering Unmasked Estep 
Score: -11990250.000000 Penalty: 4013.657227
	Iteration 59Q: 3 clusters Score -1.199025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 230127 members 
Entering Unmasked Estep 
Score: -11990263.000000 Penalty: 4013.657227
	Iteration 60F: 3 clusters Score -1.199026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 230131 members 
Entering Unmasked Estep 
Score: -11990266.000000 Penalty: 4013.657227
	Iteration 61Q: 3 clusters Score -1.199027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 230134 members 
Entering Unmasked Estep 
Score: -11990265.000000 Penalty: 4013.657227
	Iteration 62Q: 3 clusters Score -1.199026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 230136 members 
Entering Unmasked Estep 
Score: -11990261.000000 Penalty: 4013.657227
	Iteration 63Q: 3 clusters Score -1.199026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 230137 members 
Entering Unmasked Estep 
Score: -11990262.000000 Penalty: 4013.657227
	Iteration 64Q: 3 clusters Score -1.199026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -11990271.000000 Penalty: 4013.657227
	Iteration 65Q: 3 clusters Score -1.199027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 230140 members 
Entering Unmasked Estep 
Score: -11990272.000000 Penalty: 4013.657227
	Iteration 66Q: 3 clusters Score -1.199027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -11990269.000000 Penalty: 4013.657227
	Iteration 67Q: 3 clusters Score -1.199027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 230141 members 
Entering Unmasked Estep 
Score: -11990269.000000 Penalty: 4013.657227
	Iteration 68F: 3 clusters Score -1.199027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -158032.765625 Penalty: 1307.408081
	Iteration 0F: 2 clusters Score -158032.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -155230.406250 Penalty: 2614.816162
	Iteration 0F: 3 clusters Score -155230.4 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -155910.437500 Penalty: 2614.816162
	Iteration 1F: 3 clusters Score -155910.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -156088.406250 Penalty: 2614.816162
	Iteration 2F: 3 clusters Score -156088.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -156187.109375 Penalty: 2614.816162
	Iteration 3F: 3 clusters Score -156187.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -156257.171875 Penalty: 2614.816162
	Iteration 4Q: 3 clusters Score -156257.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -156326.078125 Penalty: 2614.816162
	Iteration 5Q: 3 clusters Score -156326.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -156399.187500 Penalty: 2614.816162
	Iteration 6Q: 3 clusters Score -156399.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -156467.640625 Penalty: 2614.816162
	Iteration 7Q: 3 clusters Score -156467.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -156530.109375 Penalty: 2614.816162
	Iteration 8Q: 3 clusters Score -156530.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -156595.453125 Penalty: 2614.816162
	Iteration 9Q: 3 clusters Score -156595.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -156658.828125 Penalty: 2614.816162
	Iteration 10Q: 3 clusters Score -156658.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -156720.125000 Penalty: 2614.816162
	Iteration 11Q: 3 clusters Score -156720.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -156759.250000 Penalty: 2614.816162
	Iteration 12Q: 3 clusters Score -156759.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -156792.703125 Penalty: 2614.816162
	Iteration 13Q: 3 clusters Score -156792.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -156819.468750 Penalty: 2614.816162
	Iteration 14Q: 3 clusters Score -156819.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -156834.812500 Penalty: 2614.816162
	Iteration 15Q: 3 clusters Score -156834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -156846.671875 Penalty: 2614.816162
	Iteration 16Q: 3 clusters Score -156846.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -156852.859375 Penalty: 2614.816162
	Iteration 17Q: 3 clusters Score -156852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -156857.593750 Penalty: 2614.816162
	Iteration 18Q: 3 clusters Score -156857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -156865.859375 Penalty: 2614.816162
	Iteration 19Q: 3 clusters Score -156865.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -156875.187500 Penalty: 2614.816162
	Iteration 20F: 3 clusters Score -156875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -156881.765625 Penalty: 2614.816162
	Iteration 21Q: 3 clusters Score -156881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -156886.859375 Penalty: 2614.816162
	Iteration 22Q: 3 clusters Score -156886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -156889.843750 Penalty: 2614.816162
	Iteration 23Q: 3 clusters Score -156889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -156891.859375 Penalty: 2614.816162
	Iteration 24Q: 3 clusters Score -156891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -156894.343750 Penalty: 2614.816162
	Iteration 25Q: 3 clusters Score -156894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -156899.875000 Penalty: 2614.816162
	Iteration 26Q: 3 clusters Score -156899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -156904.718750 Penalty: 2614.816162
	Iteration 27Q: 3 clusters Score -156904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -156905.343750 Penalty: 2614.816162
	Iteration 28Q: 3 clusters Score -156905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -156905.343750 Penalty: 2614.816162
	Iteration 29F: 3 clusters Score -156905.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -475988.125000 Penalty: 1479.937866
	Iteration 0F: 2 clusters Score -475988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -469399.281250 Penalty: 2959.875732
	Iteration 0F: 3 clusters Score -469399.3 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -471461.218750 Penalty: 2959.875732
	Iteration 1F: 3 clusters Score -471461.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -471675.562500 Penalty: 2959.875732
	Iteration 2F: 3 clusters Score -471675.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -471822.437500 Penalty: 2959.875732
	Iteration 3Q: 3 clusters Score -471822.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -471943.093750 Penalty: 2959.875732
	Iteration 4Q: 3 clusters Score -471943.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -472019.281250 Penalty: 2959.875732
	Iteration 5Q: 3 clusters Score -472019.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -472077.906250 Penalty: 2959.875732
	Iteration 6Q: 3 clusters Score -472077.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -472147.531250 Penalty: 2959.875732
	Iteration 7Q: 3 clusters Score -472147.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -472220.343750 Penalty: 2959.875732
	Iteration 8Q: 3 clusters Score -472220.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -472313.718750 Penalty: 2959.875732
	Iteration 9Q: 3 clusters Score -472313.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -472414.406250 Penalty: 2959.875732
	Iteration 10Q: 3 clusters Score -472414.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -472520.312500 Penalty: 2959.875732
	Iteration 11Q: 3 clusters Score -472520.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -472643.625000 Penalty: 2959.875732
	Iteration 12Q: 3 clusters Score -472643.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -472780.531250 Penalty: 2959.875732
	Iteration 13Q: 3 clusters Score -472780.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -472916.437500 Penalty: 2959.875732
	Iteration 14Q: 3 clusters Score -472916.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -473060.968750 Penalty: 2959.875732
	Iteration 15Q: 3 clusters Score -473061 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -473236.156250 Penalty: 2959.875732
	Iteration 16Q: 3 clusters Score -473236.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -473435.468750 Penalty: 2959.875732
	Iteration 17Q: 3 clusters Score -473435.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -473644.500000 Penalty: 2959.875732
	Iteration 18Q: 3 clusters Score -473644.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -473798.187500 Penalty: 2959.875732
	Iteration 19Q: 3 clusters Score -473798.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -473926.125000 Penalty: 2959.875732
	Iteration 20F: 3 clusters Score -473926.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -474035.000000 Penalty: 2959.875732
	Iteration 21Q: 3 clusters Score -474035 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -474123.031250 Penalty: 2959.875732
	Iteration 22Q: 3 clusters Score -474123 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -474191.437500 Penalty: 2959.875732
	Iteration 23Q: 3 clusters Score -474191.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -474249.281250 Penalty: 2959.875732
	Iteration 24Q: 3 clusters Score -474249.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -474318.125000 Penalty: 2959.875732
	Iteration 25Q: 3 clusters Score -474318.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -474367.343750 Penalty: 2959.875732
	Iteration 26Q: 3 clusters Score -474367.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -474409.375000 Penalty: 2959.875732
	Iteration 27Q: 3 clusters Score -474409.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -474449.906250 Penalty: 2959.875732
	Iteration 28Q: 3 clusters Score -474449.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -474477.687500 Penalty: 2959.875732
	Iteration 29Q: 3 clusters Score -474477.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -474516.125000 Penalty: 2959.875732
	Iteration 30Q: 3 clusters Score -474516.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -474561.062500 Penalty: 2959.875732
	Iteration 31Q: 3 clusters Score -474561.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -474590.375000 Penalty: 2959.875732
	Iteration 32Q: 3 clusters Score -474590.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -474610.500000 Penalty: 2959.875732
	Iteration 33Q: 3 clusters Score -474610.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -474629.406250 Penalty: 2959.875732
	Iteration 34Q: 3 clusters Score -474629.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -474645.625000 Penalty: 2959.875732
	Iteration 35Q: 3 clusters Score -474645.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -474657.812500 Penalty: 2959.875732
	Iteration 36Q: 3 clusters Score -474657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -474664.812500 Penalty: 2959.875732
	Iteration 37Q: 3 clusters Score -474664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -474671.812500 Penalty: 2959.875732
	Iteration 38Q: 3 clusters Score -474671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -474678.437500 Penalty: 2959.875732
	Iteration 39Q: 3 clusters Score -474678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -474681.312500 Penalty: 2959.875732
	Iteration 40F: 3 clusters Score -474681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -474685.000000 Penalty: 2959.875732
	Iteration 41Q: 3 clusters Score -474685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -474688.593750 Penalty: 2959.875732
	Iteration 42Q: 3 clusters Score -474688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -474690.062500 Penalty: 2959.875732
	Iteration 43Q: 3 clusters Score -474690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -474692.593750 Penalty: 2959.875732
	Iteration 44Q: 3 clusters Score -474692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -474693.468750 Penalty: 2959.875732
	Iteration 45Q: 3 clusters Score -474693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -474695.281250 Penalty: 2959.875732
	Iteration 46Q: 3 clusters Score -474695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -474694.968750 Penalty: 2959.875732
	Iteration 47Q: 3 clusters Score -474695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -474695.375000 Penalty: 2959.875732
	Iteration 48Q: 3 clusters Score -474695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -474696.843750 Penalty: 2959.875732
	Iteration 49Q: 3 clusters Score -474696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -474696.843750 Penalty: 2959.875732
	Iteration 50Q: 3 clusters Score -474696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -474696.843750 Penalty: 2959.875732
	Iteration 51F: 3 clusters Score -474696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -189309.531250 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -189309.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -185940.609375 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -185940.6 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -186849.859375 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -186849.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -187028.562500 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -187028.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -187177.015625 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -187177 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -187308.265625 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -187308.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -187413.312500 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -187413.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -187508.937500 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -187508.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -187613.453125 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -187613.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -187702.468750 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -187702.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -187788.546875 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -187788.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -187901.343750 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -187901.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -188024.843750 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -188024.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -188157.796875 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -188157.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -188258.250000 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -188258.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -188334.015625 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -188334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -188386.078125 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -188386.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -188417.437500 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -188417.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -188438.296875 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -188438.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -188461.875000 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -188461.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -188481.656250 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -188481.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -188498.109375 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -188498.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -188510.750000 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -188510.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -188522.390625 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -188522.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -188526.812500 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -188526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -188529.687500 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -188529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -188531.156250 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -188531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -188532.468750 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -188532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -188533.062500 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -188533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -188533.140625 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -188533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -188533.781250 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -188533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -188534.015625 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -188534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -188534.687500 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -188534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -188534.906250 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -188534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -188535.671875 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -188535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -188536.062500 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -188536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -188536.593750 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -188536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -188536.843750 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -188536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -188536.937500 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -188536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -188537.765625 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -188537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -188538.093750 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -188538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -188538.250000 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -188538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -188539.140625 Penalty: 2704.857178
	Iteration 41Q: 3 clusters Score -188539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -188539.562500 Penalty: 2704.857178
	Iteration 42Q: 3 clusters Score -188539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -188539.765625 Penalty: 2704.857178
	Iteration 43Q: 3 clusters Score -188539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -188540.078125 Penalty: 2704.857178
	Iteration 44Q: 3 clusters Score -188540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -188539.640625 Penalty: 2704.857178
	Iteration 45Q: 3 clusters Score -188539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -188539.640625 Penalty: 2704.857178
	Iteration 46F: 3 clusters Score -188539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Entering Unmasked Estep 
Score: -1424667.875000 Penalty: 1658.612549
	Iteration 0F: 2 clusters Score -1424668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1406318.500000 Penalty: 3317.225098
	Iteration 0F: 3 clusters Score -1406318 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1413249.125000 Penalty: 3317.225098
	Iteration 1F: 3 clusters Score -1413249 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1413694.750000 Penalty: 3317.225098
	Iteration 2Q: 3 clusters Score -1413695 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1414128.625000 Penalty: 3317.225098
	Iteration 3Q: 3 clusters Score -1414129 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1414677.125000 Penalty: 3317.225098
	Iteration 4Q: 3 clusters Score -1414677 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1415393.250000 Penalty: 3317.225098
	Iteration 5F: 3 clusters Score -1415393 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1416381.375000 Penalty: 3317.225098
	Iteration 6F: 3 clusters Score -1416381 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1417546.125000 Penalty: 3317.225098
	Iteration 7F: 3 clusters Score -1417546 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1418867.125000 Penalty: 3317.225098
	Iteration 8F: 3 clusters Score -1418867 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1420205.625000 Penalty: 3317.225098
	Iteration 9F: 3 clusters Score -1420206 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1421353.000000 Penalty: 3317.225098
	Iteration 10F: 3 clusters Score -1421353 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1422140.625000 Penalty: 3317.225098
	Iteration 11Q: 3 clusters Score -1422141 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1422605.500000 Penalty: 3317.225098
	Iteration 12Q: 3 clusters Score -1422606 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1422898.250000 Penalty: 3317.225098
	Iteration 13Q: 3 clusters Score -1422898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1423043.125000 Penalty: 3317.225098
	Iteration 14Q: 3 clusters Score -1423043 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1423120.625000 Penalty: 3317.225098
	Iteration 15Q: 3 clusters Score -1423121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1423170.250000 Penalty: 3317.225098
	Iteration 16Q: 3 clusters Score -1423170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1423205.250000 Penalty: 3317.225098
	Iteration 17Q: 3 clusters Score -1423205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1423219.250000 Penalty: 3317.225098
	Iteration 18Q: 3 clusters Score -1423219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1423230.875000 Penalty: 3317.225098
	Iteration 19Q: 3 clusters Score -1423231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1423240.875000 Penalty: 3317.225098
	Iteration 20F: 3 clusters Score -1423241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1423245.250000 Penalty: 3317.225098
	Iteration 21Q: 3 clusters Score -1423245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1423256.500000 Penalty: 3317.225098
	Iteration 22Q: 3 clusters Score -1423256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1423268.250000 Penalty: 3317.225098
	Iteration 23Q: 3 clusters Score -1423268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1423270.750000 Penalty: 3317.225098
	Iteration 24Q: 3 clusters Score -1423271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1423272.625000 Penalty: 3317.225098
	Iteration 25Q: 3 clusters Score -1423273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1423274.500000 Penalty: 3317.225098
	Iteration 26Q: 3 clusters Score -1423274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1423275.375000 Penalty: 3317.225098
	Iteration 27Q: 3 clusters Score -1423275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1423277.375000 Penalty: 3317.225098
	Iteration 28Q: 3 clusters Score -1423277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1423281.750000 Penalty: 3317.225098
	Iteration 29Q: 3 clusters Score -1423282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1423284.375000 Penalty: 3317.225098
	Iteration 30Q: 3 clusters Score -1423284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1423284.375000 Penalty: 3317.225098
	Iteration 31F: 3 clusters Score -1423284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Entering Unmasked Estep 
Score: -205903.937500 Penalty: 1369.466675
	Iteration 0F: 2 clusters Score -205903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -202212.328125 Penalty: 2738.933350
	Iteration 0F: 3 clusters Score -202212.3 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -203198.390625 Penalty: 2738.933350
	Iteration 1F: 3 clusters Score -203198.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -203365.671875 Penalty: 2738.933350
	Iteration 2F: 3 clusters Score -203365.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -203462.343750 Penalty: 2738.933350
	Iteration 3Q: 3 clusters Score -203462.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -203532.500000 Penalty: 2738.933350
	Iteration 4Q: 3 clusters Score -203532.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -203590.515625 Penalty: 2738.933350
	Iteration 5Q: 3 clusters Score -203590.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -203645.109375 Penalty: 2738.933350
	Iteration 6Q: 3 clusters Score -203645.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -203690.390625 Penalty: 2738.933350
	Iteration 7Q: 3 clusters Score -203690.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -203730.687500 Penalty: 2738.933350
	Iteration 8Q: 3 clusters Score -203730.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -203777.156250 Penalty: 2738.933350
	Iteration 9Q: 3 clusters Score -203777.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -203822.703125 Penalty: 2738.933350
	Iteration 10Q: 3 clusters Score -203822.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -203863.593750 Penalty: 2738.933350
	Iteration 11Q: 3 clusters Score -203863.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -203909.265625 Penalty: 2738.933350
	Iteration 12Q: 3 clusters Score -203909.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -203952.093750 Penalty: 2738.933350
	Iteration 13Q: 3 clusters Score -203952.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -204011.484375 Penalty: 2738.933350
	Iteration 14Q: 3 clusters Score -204011.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -204076.187500 Penalty: 2738.933350
	Iteration 15Q: 3 clusters Score -204076.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -204146.125000 Penalty: 2738.933350
	Iteration 16Q: 3 clusters Score -204146.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -204223.109375 Penalty: 2738.933350
	Iteration 17Q: 3 clusters Score -204223.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -204299.187500 Penalty: 2738.933350
	Iteration 18Q: 3 clusters Score -204299.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -204371.062500 Penalty: 2738.933350
	Iteration 19Q: 3 clusters Score -204371.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -204451.671875 Penalty: 2738.933350
	Iteration 20F: 3 clusters Score -204451.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -204523.296875 Penalty: 2738.933350
	Iteration 21Q: 3 clusters Score -204523.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -204577.687500 Penalty: 2738.933350
	Iteration 22Q: 3 clusters Score -204577.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -204633.875000 Penalty: 2738.933350
	Iteration 23Q: 3 clusters Score -204633.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -204668.234375 Penalty: 2738.933350
	Iteration 24Q: 3 clusters Score -204668.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -204697.625000 Penalty: 2738.933350
	Iteration 25Q: 3 clusters Score -204697.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -204718.437500 Penalty: 2738.933350
	Iteration 26Q: 3 clusters Score -204718.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -204730.531250 Penalty: 2738.933350
	Iteration 27Q: 3 clusters Score -204730.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -204738.609375 Penalty: 2738.933350
	Iteration 28Q: 3 clusters Score -204738.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -204744.718750 Penalty: 2738.933350
	Iteration 29Q: 3 clusters Score -204744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -204748.125000 Penalty: 2738.933350
	Iteration 30Q: 3 clusters Score -204748.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -204750.718750 Penalty: 2738.933350
	Iteration 31Q: 3 clusters Score -204750.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -204752.531250 Penalty: 2738.933350
	Iteration 32Q: 3 clusters Score -204752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -204754.296875 Penalty: 2738.933350
	Iteration 33Q: 3 clusters Score -204754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -204756.718750 Penalty: 2738.933350
	Iteration 34Q: 3 clusters Score -204756.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -204758.859375 Penalty: 2738.933350
	Iteration 35Q: 3 clusters Score -204758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -204761.296875 Penalty: 2738.933350
	Iteration 36Q: 3 clusters Score -204761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -204762.437500 Penalty: 2738.933350
	Iteration 37Q: 3 clusters Score -204762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -204762.218750 Penalty: 2738.933350
	Iteration 38Q: 3 clusters Score -204762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -204762.703125 Penalty: 2738.933350
	Iteration 39Q: 3 clusters Score -204762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -204762.703125 Penalty: 2738.933350
	Iteration 40F: 3 clusters Score -204762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Entering Unmasked Estep 
Score: -1018544.812500 Penalty: 1602.725342
	Iteration 0F: 2 clusters Score -1018545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1005326.625000 Penalty: 3205.450684
	Iteration 0F: 3 clusters Score -1005327 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1010136.750000 Penalty: 3205.450684
	Iteration 1F: 3 clusters Score -1010137 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1010556.937500 Penalty: 3205.450684
	Iteration 2F: 3 clusters Score -1010557 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1011049.625000 Penalty: 3205.450684
	Iteration 3F: 3 clusters Score -1011050 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1011638.312500 Penalty: 3205.450684
	Iteration 4F: 3 clusters Score -1011638 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1012398.187500 Penalty: 3205.450684
	Iteration 5F: 3 clusters Score -1012398 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1013227.000000 Penalty: 3205.450684
	Iteration 6F: 3 clusters Score -1013227 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1014038.687500 Penalty: 3205.450684
	Iteration 7F: 3 clusters Score -1014039 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1014792.500000 Penalty: 3205.450684
	Iteration 8Q: 3 clusters Score -1014792 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1015366.000000 Penalty: 3205.450684
	Iteration 9Q: 3 clusters Score -1015366 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1015762.687500 Penalty: 3205.450684
	Iteration 10Q: 3 clusters Score -1015763 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1016032.125000 Penalty: 3205.450684
	Iteration 11Q: 3 clusters Score -1016032 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1016213.000000 Penalty: 3205.450684
	Iteration 12Q: 3 clusters Score -1016213 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1016354.312500 Penalty: 3205.450684
	Iteration 13Q: 3 clusters Score -1016354 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1016475.437500 Penalty: 3205.450684
	Iteration 14Q: 3 clusters Score -1016475 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1016572.750000 Penalty: 3205.450684
	Iteration 15Q: 3 clusters Score -1016573 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1016647.750000 Penalty: 3205.450684
	Iteration 16Q: 3 clusters Score -1016648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1016707.625000 Penalty: 3205.450684
	Iteration 17Q: 3 clusters Score -1016708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1016766.250000 Penalty: 3205.450684
	Iteration 18Q: 3 clusters Score -1016766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1016821.000000 Penalty: 3205.450684
	Iteration 19Q: 3 clusters Score -1016821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1016869.000000 Penalty: 3205.450684
	Iteration 20F: 3 clusters Score -1016869 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1016908.375000 Penalty: 3205.450684
	Iteration 21Q: 3 clusters Score -1016908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1016942.687500 Penalty: 3205.450684
	Iteration 22Q: 3 clusters Score -1016943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1016973.500000 Penalty: 3205.450684
	Iteration 23Q: 3 clusters Score -1016974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1016996.187500 Penalty: 3205.450684
	Iteration 24Q: 3 clusters Score -1016996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1017025.000000 Penalty: 3205.450684
	Iteration 25Q: 3 clusters Score -1017025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1017052.000000 Penalty: 3205.450684
	Iteration 26Q: 3 clusters Score -1017052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1017070.875000 Penalty: 3205.450684
	Iteration 27Q: 3 clusters Score -1017071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1017087.375000 Penalty: 3205.450684
	Iteration 28Q: 3 clusters Score -1017087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1017101.687500 Penalty: 3205.450684
	Iteration 29Q: 3 clusters Score -1017102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1017114.875000 Penalty: 3205.450684
	Iteration 30Q: 3 clusters Score -1017115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1017129.500000 Penalty: 3205.450684
	Iteration 31Q: 3 clusters Score -1017130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1017146.312500 Penalty: 3205.450684
	Iteration 32Q: 3 clusters Score -1017146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1017156.062500 Penalty: 3205.450684
	Iteration 33Q: 3 clusters Score -1017156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1017166.625000 Penalty: 3205.450684
	Iteration 34Q: 3 clusters Score -1017167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1017172.937500 Penalty: 3205.450684
	Iteration 35Q: 3 clusters Score -1017173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1017174.500000 Penalty: 3205.450684
	Iteration 36Q: 3 clusters Score -1017174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1017182.437500 Penalty: 3205.450684
	Iteration 37Q: 3 clusters Score -1017182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1017190.000000 Penalty: 3205.450684
	Iteration 38Q: 3 clusters Score -1017190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1017192.187500 Penalty: 3205.450684
	Iteration 39Q: 3 clusters Score -1017192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1017195.500000 Penalty: 3205.450684
	Iteration 40F: 3 clusters Score -1017196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1017198.000000 Penalty: 3205.450684
	Iteration 41Q: 3 clusters Score -1017198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1017201.250000 Penalty: 3205.450684
	Iteration 42Q: 3 clusters Score -1017201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1017201.250000 Penalty: 3205.450684
	Iteration 43Q: 3 clusters Score -1017201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1017204.187500 Penalty: 3205.450684
	Iteration 44Q: 3 clusters Score -1017204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1017203.750000 Penalty: 3205.450684
	Iteration 45Q: 3 clusters Score -1017204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1017202.187500 Penalty: 3205.450684
	Iteration 46Q: 3 clusters Score -1017202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1017203.437500 Penalty: 3205.450684
	Iteration 47Q: 3 clusters Score -1017203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1017203.437500 Penalty: 3205.450684
	Iteration 48F: 3 clusters Score -1017203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Entering Unmasked Estep 
Score: -927898.875000 Penalty: 1588.016724
	Iteration 0F: 2 clusters Score -927898.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -915879.187500 Penalty: 3176.033447
	Iteration 0F: 3 clusters Score -915879.2 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -920203.375000 Penalty: 3176.033447
	Iteration 1F: 3 clusters Score -920203.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -920561.000000 Penalty: 3176.033447
	Iteration 2F: 3 clusters Score -920561 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -920989.437500 Penalty: 3176.033447
	Iteration 3F: 3 clusters Score -920989.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -921523.437500 Penalty: 3176.033447
	Iteration 4F: 3 clusters Score -921523.4 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -922229.937500 Penalty: 3176.033447
	Iteration 5F: 3 clusters Score -922229.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -923091.625000 Penalty: 3176.033447
	Iteration 6F: 3 clusters Score -923091.6 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -924015.562500 Penalty: 3176.033447
	Iteration 7F: 3 clusters Score -924015.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -924865.000000 Penalty: 3176.033447
	Iteration 8F: 3 clusters Score -924865 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -925505.437500 Penalty: 3176.033447
	Iteration 9Q: 3 clusters Score -925505.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -925844.937500 Penalty: 3176.033447
	Iteration 10Q: 3 clusters Score -925844.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -926091.562500 Penalty: 3176.033447
	Iteration 11Q: 3 clusters Score -926091.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -926248.062500 Penalty: 3176.033447
	Iteration 12Q: 3 clusters Score -926248.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -926362.187500 Penalty: 3176.033447
	Iteration 13Q: 3 clusters Score -926362.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -926433.000000 Penalty: 3176.033447
	Iteration 14Q: 3 clusters Score -926433 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -926483.187500 Penalty: 3176.033447
	Iteration 15Q: 3 clusters Score -926483.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -926516.125000 Penalty: 3176.033447
	Iteration 16Q: 3 clusters Score -926516.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -926537.875000 Penalty: 3176.033447
	Iteration 17Q: 3 clusters Score -926537.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -926563.875000 Penalty: 3176.033447
	Iteration 18Q: 3 clusters Score -926563.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -926575.437500 Penalty: 3176.033447
	Iteration 19Q: 3 clusters Score -926575.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -926590.250000 Penalty: 3176.033447
	Iteration 20F: 3 clusters Score -926590.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -926601.250000 Penalty: 3176.033447
	Iteration 21Q: 3 clusters Score -926601.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -926606.750000 Penalty: 3176.033447
	Iteration 22Q: 3 clusters Score -926606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -926615.312500 Penalty: 3176.033447
	Iteration 23Q: 3 clusters Score -926615.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -926624.937500 Penalty: 3176.033447
	Iteration 24Q: 3 clusters Score -926624.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -926634.000000 Penalty: 3176.033447
	Iteration 25Q: 3 clusters Score -926634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -926644.812500 Penalty: 3176.033447
	Iteration 26Q: 3 clusters Score -926644.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -926648.062500 Penalty: 3176.033447
	Iteration 27Q: 3 clusters Score -926648.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -926652.125000 Penalty: 3176.033447
	Iteration 28Q: 3 clusters Score -926652.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -926653.000000 Penalty: 3176.033447
	Iteration 29Q: 3 clusters Score -926653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -926656.562500 Penalty: 3176.033447
	Iteration 30Q: 3 clusters Score -926656.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -926659.125000 Penalty: 3176.033447
	Iteration 31Q: 3 clusters Score -926659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -926658.937500 Penalty: 3176.033447
	Iteration 32Q: 3 clusters Score -926658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -926655.687500 Penalty: 3176.033447
	Iteration 33Q: 3 clusters Score -926655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -926656.875000 Penalty: 3176.033447
	Iteration 34Q: 3 clusters Score -926656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -926656.875000 Penalty: 3176.033447
	Iteration 35F: 3 clusters Score -926656.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -69370.671875 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -69370.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -67561.632812 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -67561.63 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -67920.992188 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -67920.99 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68011.585938 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -68011.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68054.859375 Penalty: 2382.381592
	Iteration 3Q: 3 clusters Score -68054.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68076.210938 Penalty: 2382.381592
	Iteration 4Q: 3 clusters Score -68076.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -68084.671875 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -68084.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -68090.398438 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -68090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68096.835938 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -68096.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -68100.265625 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -68100.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68107.218750 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -68107.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -68120.882812 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -68120.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68133.859375 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -68133.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68144.015625 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -68144.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -68152.851562 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -68152.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -68159.843750 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -68159.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -68163.937500 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -68163.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -68165.281250 Penalty: 2382.381592
	Iteration 16Q: 3 clusters Score -68165.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -68166.515625 Penalty: 2382.381592
	Iteration 17Q: 3 clusters Score -68166.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68168.984375 Penalty: 2382.381592
	Iteration 18Q: 3 clusters Score -68168.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -68173.296875 Penalty: 2382.381592
	Iteration 19Q: 3 clusters Score -68173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -68173.468750 Penalty: 2382.381592
	Iteration 20F: 3 clusters Score -68173.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Entering Unmasked Estep 
Score: -1064736.625000 Penalty: 1611.182861
	Iteration 0F: 2 clusters Score -1064737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1050947.625000 Penalty: 3222.365723
	Iteration 0F: 3 clusters Score -1050948 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1056036.000000 Penalty: 3222.365723
	Iteration 1F: 3 clusters Score -1056036 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1056411.625000 Penalty: 3222.365723
	Iteration 2Q: 3 clusters Score -1056412 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1056793.750000 Penalty: 3222.365723
	Iteration 3Q: 3 clusters Score -1056794 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1057196.500000 Penalty: 3222.365723
	Iteration 4Q: 3 clusters Score -1057196 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1057638.625000 Penalty: 3222.365723
	Iteration 5Q: 3 clusters Score -1057639 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1058109.125000 Penalty: 3222.365723
	Iteration 6Q: 3 clusters Score -1058109 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1058604.750000 Penalty: 3222.365723
	Iteration 7Q: 3 clusters Score -1058605 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1059156.375000 Penalty: 3222.365723
	Iteration 8Q: 3 clusters Score -1059156 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1059786.750000 Penalty: 3222.365723
	Iteration 9Q: 3 clusters Score -1059787 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1060432.375000 Penalty: 3222.365723
	Iteration 10Q: 3 clusters Score -1060432 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1060978.125000 Penalty: 3222.365723
	Iteration 11Q: 3 clusters Score -1060978 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1061333.125000 Penalty: 3222.365723
	Iteration 12Q: 3 clusters Score -1061333 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1061511.875000 Penalty: 3222.365723
	Iteration 13Q: 3 clusters Score -1061512 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1061625.625000 Penalty: 3222.365723
	Iteration 14Q: 3 clusters Score -1061626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1061701.625000 Penalty: 3222.365723
	Iteration 15Q: 3 clusters Score -1061702 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1061775.000000 Penalty: 3222.365723
	Iteration 16Q: 3 clusters Score -1061775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1061847.750000 Penalty: 3222.365723
	Iteration 17Q: 3 clusters Score -1061848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1061913.750000 Penalty: 3222.365723
	Iteration 18Q: 3 clusters Score -1061914 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1061969.875000 Penalty: 3222.365723
	Iteration 19Q: 3 clusters Score -1061970 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1062025.625000 Penalty: 3222.365723
	Iteration 20F: 3 clusters Score -1062026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1062085.875000 Penalty: 3222.365723
	Iteration 21Q: 3 clusters Score -1062086 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1062148.375000 Penalty: 3222.365723
	Iteration 22Q: 3 clusters Score -1062148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1062205.875000 Penalty: 3222.365723
	Iteration 23Q: 3 clusters Score -1062206 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1062261.625000 Penalty: 3222.365723
	Iteration 24Q: 3 clusters Score -1062262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1062303.000000 Penalty: 3222.365723
	Iteration 25Q: 3 clusters Score -1062303 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1062349.125000 Penalty: 3222.365723
	Iteration 26Q: 3 clusters Score -1062349 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1062388.000000 Penalty: 3222.365723
	Iteration 27Q: 3 clusters Score -1062388 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1062436.625000 Penalty: 3222.365723
	Iteration 28Q: 3 clusters Score -1062437 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1062489.875000 Penalty: 3222.365723
	Iteration 29Q: 3 clusters Score -1062490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1062545.625000 Penalty: 3222.365723
	Iteration 30Q: 3 clusters Score -1062546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1062593.875000 Penalty: 3222.365723
	Iteration 31Q: 3 clusters Score -1062594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1062646.875000 Penalty: 3222.365723
	Iteration 32Q: 3 clusters Score -1062647 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1062693.750000 Penalty: 3222.365723
	Iteration 33Q: 3 clusters Score -1062694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1062736.875000 Penalty: 3222.365723
	Iteration 34Q: 3 clusters Score -1062737 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1062779.125000 Penalty: 3222.365723
	Iteration 35Q: 3 clusters Score -1062779 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1062817.625000 Penalty: 3222.365723
	Iteration 36Q: 3 clusters Score -1062818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1062863.875000 Penalty: 3222.365723
	Iteration 37Q: 3 clusters Score -1062864 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1062901.750000 Penalty: 3222.365723
	Iteration 38Q: 3 clusters Score -1062902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1062942.625000 Penalty: 3222.365723
	Iteration 39Q: 3 clusters Score -1062943 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1062984.250000 Penalty: 3222.365723
	Iteration 40F: 3 clusters Score -1062984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1063018.625000 Penalty: 3222.365723
	Iteration 41Q: 3 clusters Score -1063019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1063053.875000 Penalty: 3222.365723
	Iteration 42Q: 3 clusters Score -1063054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1063076.125000 Penalty: 3222.365723
	Iteration 43Q: 3 clusters Score -1063076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1063100.625000 Penalty: 3222.365723
	Iteration 44Q: 3 clusters Score -1063101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1063122.875000 Penalty: 3222.365723
	Iteration 45Q: 3 clusters Score -1063123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1063144.125000 Penalty: 3222.365723
	Iteration 46Q: 3 clusters Score -1063144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1063156.000000 Penalty: 3222.365723
	Iteration 47Q: 3 clusters Score -1063156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1063174.375000 Penalty: 3222.365723
	Iteration 48Q: 3 clusters Score -1063174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -1063186.875000 Penalty: 3222.365723
	Iteration 49Q: 3 clusters Score -1063187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1063204.875000 Penalty: 3222.365723
	Iteration 50Q: 3 clusters Score -1063205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1063215.625000 Penalty: 3222.365723
	Iteration 51Q: 3 clusters Score -1063216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1063230.375000 Penalty: 3222.365723
	Iteration 52Q: 3 clusters Score -1063230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1063245.625000 Penalty: 3222.365723
	Iteration 53Q: 3 clusters Score -1063246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1063260.500000 Penalty: 3222.365723
	Iteration 54Q: 3 clusters Score -1063260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1063269.875000 Penalty: 3222.365723
	Iteration 55Q: 3 clusters Score -1063270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1063277.875000 Penalty: 3222.365723
	Iteration 56Q: 3 clusters Score -1063278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1063289.375000 Penalty: 3222.365723
	Iteration 57Q: 3 clusters Score -1063289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1063299.000000 Penalty: 3222.365723
	Iteration 58Q: 3 clusters Score -1063299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1063304.000000 Penalty: 3222.365723
	Iteration 59Q: 3 clusters Score -1063304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1063310.000000 Penalty: 3222.365723
	Iteration 60F: 3 clusters Score -1063310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1063317.000000 Penalty: 3222.365723
	Iteration 61Q: 3 clusters Score -1063317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1063317.250000 Penalty: 3222.365723
	Iteration 62Q: 3 clusters Score -1063317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1063320.000000 Penalty: 3222.365723
	Iteration 63Q: 3 clusters Score -1063320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1063320.625000 Penalty: 3222.365723
	Iteration 64Q: 3 clusters Score -1063321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1063321.875000 Penalty: 3222.365723
	Iteration 65Q: 3 clusters Score -1063322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1063320.875000 Penalty: 3222.365723
	Iteration 66Q: 3 clusters Score -1063321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1063323.125000 Penalty: 3222.365723
	Iteration 67Q: 3 clusters Score -1063323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1063323.500000 Penalty: 3222.365723
	Iteration 68Q: 3 clusters Score -1063324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1063329.250000 Penalty: 3222.365723
	Iteration 69Q: 3 clusters Score -1063329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1063333.000000 Penalty: 3222.365723
	Iteration 70Q: 3 clusters Score -1063333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1063332.375000 Penalty: 3222.365723
	Iteration 71Q: 3 clusters Score -1063332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1063331.750000 Penalty: 3222.365723
	Iteration 72Q: 3 clusters Score -1063332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1063333.875000 Penalty: 3222.365723
	Iteration 73Q: 3 clusters Score -1063334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1063333.875000 Penalty: 3222.365723
	Iteration 74F: 3 clusters Score -1063334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Entering Unmasked Estep 
Score: -840455.750000 Penalty: 1570.888428
	Iteration 0F: 2 clusters Score -840455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -829562.062500 Penalty: 3141.776855
	Iteration 0F: 3 clusters Score -829562.1 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -833471.375000 Penalty: 3141.776855
	Iteration 1F: 3 clusters Score -833471.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -833805.625000 Penalty: 3141.776855
	Iteration 2F: 3 clusters Score -833805.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -834149.375000 Penalty: 3141.776855
	Iteration 3Q: 3 clusters Score -834149.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -834551.437500 Penalty: 3141.776855
	Iteration 4F: 3 clusters Score -834551.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -835030.687500 Penalty: 3141.776855
	Iteration 5F: 3 clusters Score -835030.7 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -835616.312500 Penalty: 3141.776855
	Iteration 6F: 3 clusters Score -835616.3 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -836338.312500 Penalty: 3141.776855
	Iteration 7F: 3 clusters Score -836338.3 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -837129.062500 Penalty: 3141.776855
	Iteration 8F: 3 clusters Score -837129.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -837886.312500 Penalty: 3141.776855
	Iteration 9Q: 3 clusters Score -837886.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -838435.875000 Penalty: 3141.776855
	Iteration 10Q: 3 clusters Score -838435.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -838728.437500 Penalty: 3141.776855
	Iteration 11Q: 3 clusters Score -838728.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -838872.750000 Penalty: 3141.776855
	Iteration 12Q: 3 clusters Score -838872.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -838953.812500 Penalty: 3141.776855
	Iteration 13Q: 3 clusters Score -838953.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -838990.750000 Penalty: 3141.776855
	Iteration 14Q: 3 clusters Score -838990.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -839026.250000 Penalty: 3141.776855
	Iteration 15Q: 3 clusters Score -839026.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -839045.437500 Penalty: 3141.776855
	Iteration 16Q: 3 clusters Score -839045.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -839060.375000 Penalty: 3141.776855
	Iteration 17Q: 3 clusters Score -839060.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -839076.687500 Penalty: 3141.776855
	Iteration 18Q: 3 clusters Score -839076.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -839089.875000 Penalty: 3141.776855
	Iteration 19Q: 3 clusters Score -839089.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -839105.000000 Penalty: 3141.776855
	Iteration 20F: 3 clusters Score -839105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -839115.125000 Penalty: 3141.776855
	Iteration 21Q: 3 clusters Score -839115.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -839122.687500 Penalty: 3141.776855
	Iteration 22Q: 3 clusters Score -839122.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -839129.812500 Penalty: 3141.776855
	Iteration 23Q: 3 clusters Score -839129.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -839133.312500 Penalty: 3141.776855
	Iteration 24Q: 3 clusters Score -839133.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -839142.562500 Penalty: 3141.776855
	Iteration 25Q: 3 clusters Score -839142.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -839142.375000 Penalty: 3141.776855
	Iteration 26Q: 3 clusters Score -839142.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -839146.250000 Penalty: 3141.776855
	Iteration 27Q: 3 clusters Score -839146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -839151.125000 Penalty: 3141.776855
	Iteration 28Q: 3 clusters Score -839151.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -839154.062500 Penalty: 3141.776855
	Iteration 29Q: 3 clusters Score -839154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -839157.937500 Penalty: 3141.776855
	Iteration 30Q: 3 clusters Score -839157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -839162.875000 Penalty: 3141.776855
	Iteration 31Q: 3 clusters Score -839162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -839164.562500 Penalty: 3141.776855
	Iteration 32Q: 3 clusters Score -839164.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -839167.125000 Penalty: 3141.776855
	Iteration 33Q: 3 clusters Score -839167.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -839170.000000 Penalty: 3141.776855
	Iteration 34Q: 3 clusters Score -839170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -839173.750000 Penalty: 3141.776855
	Iteration 35Q: 3 clusters Score -839173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -839176.187500 Penalty: 3141.776855
	Iteration 36Q: 3 clusters Score -839176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -839175.250000 Penalty: 3141.776855
	Iteration 37Q: 3 clusters Score -839175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -839176.875000 Penalty: 3141.776855
	Iteration 38Q: 3 clusters Score -839176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -839177.187500 Penalty: 3141.776855
	Iteration 39Q: 3 clusters Score -839177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -839179.937500 Penalty: 3141.776855
	Iteration 40F: 3 clusters Score -839179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -839180.500000 Penalty: 3141.776855
	Iteration 41Q: 3 clusters Score -839180.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -839182.250000 Penalty: 3141.776855
	Iteration 42Q: 3 clusters Score -839182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -839184.625000 Penalty: 3141.776855
	Iteration 43Q: 3 clusters Score -839184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -839187.187500 Penalty: 3141.776855
	Iteration 44Q: 3 clusters Score -839187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -839189.937500 Penalty: 3141.776855
	Iteration 45Q: 3 clusters Score -839189.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -839192.437500 Penalty: 3141.776855
	Iteration 46Q: 3 clusters Score -839192.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -839196.562500 Penalty: 3141.776855
	Iteration 47Q: 3 clusters Score -839196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -839197.625000 Penalty: 3141.776855
	Iteration 48Q: 3 clusters Score -839197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -839196.937500 Penalty: 3141.776855
	Iteration 49Q: 3 clusters Score -839196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -839200.625000 Penalty: 3141.776855
	Iteration 50Q: 3 clusters Score -839200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -839199.125000 Penalty: 3141.776855
	Iteration 51Q: 3 clusters Score -839199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -839199.125000 Penalty: 3141.776855
	Iteration 52F: 3 clusters Score -839199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -343724.093750 Penalty: 1439.068481
	Iteration 0F: 2 clusters Score -343724.1 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 3453 members 
Entering Unmasked Estep 
Score: -338582.625000 Penalty: 2878.136963
	Iteration 0F: 3 clusters Score -338582.6 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -340045.562500 Penalty: 2878.136963
	Iteration 1F: 3 clusters Score -340045.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -340381.531250 Penalty: 2878.136963
	Iteration 2F: 3 clusters Score -340381.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -340910.218750 Penalty: 2878.136963
	Iteration 3F: 3 clusters Score -340910.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -341507.968750 Penalty: 2878.136963
	Iteration 4F: 3 clusters Score -341508 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -342084.343750 Penalty: 2878.136963
	Iteration 5F: 3 clusters Score -342084.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -342534.375000 Penalty: 2878.136963
	Iteration 6F: 3 clusters Score -342534.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -342763.218750 Penalty: 2878.136963
	Iteration 7F: 3 clusters Score -342763.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -342878.468750 Penalty: 2878.136963
	Iteration 8Q: 3 clusters Score -342878.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -342934.718750 Penalty: 2878.136963
	Iteration 9Q: 3 clusters Score -342934.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -342966.593750 Penalty: 2878.136963
	Iteration 10Q: 3 clusters Score -342966.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342991.937500 Penalty: 2878.136963
	Iteration 11Q: 3 clusters Score -342991.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -343013.718750 Penalty: 2878.136963
	Iteration 12Q: 3 clusters Score -343013.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -343035.250000 Penalty: 2878.136963
	Iteration 13Q: 3 clusters Score -343035.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -343053.187500 Penalty: 2878.136963
	Iteration 14Q: 3 clusters Score -343053.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -343065.906250 Penalty: 2878.136963
	Iteration 15Q: 3 clusters Score -343065.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -343074.156250 Penalty: 2878.136963
	Iteration 16Q: 3 clusters Score -343074.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -343082.875000 Penalty: 2878.136963
	Iteration 17Q: 3 clusters Score -343082.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -343085.562500 Penalty: 2878.136963
	Iteration 18Q: 3 clusters Score -343085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -343088.218750 Penalty: 2878.136963
	Iteration 19Q: 3 clusters Score -343088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -343092.156250 Penalty: 2878.136963
	Iteration 20F: 3 clusters Score -343092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -343094.375000 Penalty: 2878.136963
	Iteration 21Q: 3 clusters Score -343094.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -343097.343750 Penalty: 2878.136963
	Iteration 22Q: 3 clusters Score -343097.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -343102.687500 Penalty: 2878.136963
	Iteration 23Q: 3 clusters Score -343102.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -343111.187500 Penalty: 2878.136963
	Iteration 24Q: 3 clusters Score -343111.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -343121.593750 Penalty: 2878.136963
	Iteration 25Q: 3 clusters Score -343121.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -343135.343750 Penalty: 2878.136963
	Iteration 26Q: 3 clusters Score -343135.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -343148.437500 Penalty: 2878.136963
	Iteration 27Q: 3 clusters Score -343148.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -343158.406250 Penalty: 2878.136963
	Iteration 28Q: 3 clusters Score -343158.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -343170.187500 Penalty: 2878.136963
	Iteration 29Q: 3 clusters Score -343170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -343178.687500 Penalty: 2878.136963
	Iteration 30Q: 3 clusters Score -343178.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -343186.937500 Penalty: 2878.136963
	Iteration 31Q: 3 clusters Score -343186.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -343194.156250 Penalty: 2878.136963
	Iteration 32Q: 3 clusters Score -343194.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -343197.687500 Penalty: 2878.136963
	Iteration 33Q: 3 clusters Score -343197.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -343201.593750 Penalty: 2878.136963
	Iteration 34Q: 3 clusters Score -343201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -343205.500000 Penalty: 2878.136963
	Iteration 35Q: 3 clusters Score -343205.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -343209.625000 Penalty: 2878.136963
	Iteration 36Q: 3 clusters Score -343209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -343211.968750 Penalty: 2878.136963
	Iteration 37Q: 3 clusters Score -343212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -343212.968750 Penalty: 2878.136963
	Iteration 38Q: 3 clusters Score -343213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -343215.187500 Penalty: 2878.136963
	Iteration 39Q: 3 clusters Score -343215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -343217.468750 Penalty: 2878.136963
	Iteration 40F: 3 clusters Score -343217.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -343220.156250 Penalty: 2878.136963
	Iteration 41Q: 3 clusters Score -343220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -343222.906250 Penalty: 2878.136963
	Iteration 42Q: 3 clusters Score -343222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -343224.625000 Penalty: 2878.136963
	Iteration 43Q: 3 clusters Score -343224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -343226.312500 Penalty: 2878.136963
	Iteration 44Q: 3 clusters Score -343226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -343227.875000 Penalty: 2878.136963
	Iteration 45Q: 3 clusters Score -343227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -343228.718750 Penalty: 2878.136963
	Iteration 46Q: 3 clusters Score -343228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -343231.031250 Penalty: 2878.136963
	Iteration 47Q: 3 clusters Score -343231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -343236.437500 Penalty: 2878.136963
	Iteration 48Q: 3 clusters Score -343236.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -343246.593750 Penalty: 2878.136963
	Iteration 49Q: 3 clusters Score -343246.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -343254.218750 Penalty: 2878.136963
	Iteration 50Q: 3 clusters Score -343254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -343261.531250 Penalty: 2878.136963
	Iteration 51Q: 3 clusters Score -343261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -343266.031250 Penalty: 2878.136963
	Iteration 52Q: 3 clusters Score -343266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -343273.718750 Penalty: 2878.136963
	Iteration 53Q: 3 clusters Score -343273.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -343279.062500 Penalty: 2878.136963
	Iteration 54Q: 3 clusters Score -343279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -343285.156250 Penalty: 2878.136963
	Iteration 55Q: 3 clusters Score -343285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -343289.906250 Penalty: 2878.136963
	Iteration 56Q: 3 clusters Score -343289.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -343295.093750 Penalty: 2878.136963
	Iteration 57Q: 3 clusters Score -343295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -343301.312500 Penalty: 2878.136963
	Iteration 58Q: 3 clusters Score -343301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -343303.531250 Penalty: 2878.136963
	Iteration 59Q: 3 clusters Score -343303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -343306.843750 Penalty: 2878.136963
	Iteration 60F: 3 clusters Score -343306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -343307.406250 Penalty: 2878.136963
	Iteration 61Q: 3 clusters Score -343307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -343307.531250 Penalty: 2878.136963
	Iteration 62Q: 3 clusters Score -343307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -343308.750000 Penalty: 2878.136963
	Iteration 63Q: 3 clusters Score -343308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -343309.750000 Penalty: 2878.136963
	Iteration 64Q: 3 clusters Score -343309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -343310.187500 Penalty: 2878.136963
	Iteration 65Q: 3 clusters Score -343310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -343310.343750 Penalty: 2878.136963
	Iteration 66Q: 3 clusters Score -343310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -343310.343750 Penalty: 2878.136963
	Iteration 67F: 3 clusters Score -343310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -145491.015625 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -145491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -142870.140625 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -142870.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -143510.343750 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -143510.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -143627.515625 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -143627.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -143709.218750 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -143709.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -143761.437500 Penalty: 2581.383301
	Iteration 4Q: 3 clusters Score -143761.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -143809.796875 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -143809.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -143844.312500 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -143844.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -143871.640625 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -143871.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -143891.109375 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -143891.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -143903.390625 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -143903.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -143913.281250 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -143913.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -143918.640625 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -143918.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -143923.593750 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -143923.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -143929.750000 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -143929.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -143935.937500 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -143935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -143942.312500 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -143942.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -143947.328125 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -143947.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -143950.546875 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -143950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -143954.187500 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -143954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -143957.734375 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -143957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -143959.375000 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -143959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -143960.437500 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -143960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -143960.656250 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -143960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -143961.203125 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -143961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -143961.203125 Penalty: 2581.383301
	Iteration 24F: 3 clusters Score -143961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Entering Unmasked Estep 
Score: -2345910.750000 Penalty: 1740.242065
	Iteration 0F: 2 clusters Score -2345911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2315953.000000 Penalty: 3480.484131
	Iteration 0F: 3 clusters Score -2315953 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2327414.250000 Penalty: 3480.484131
	Iteration 1F: 3 clusters Score -2327414 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2327779.500000 Penalty: 3480.484131
	Iteration 2Q: 3 clusters Score -2327780 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2328181.500000 Penalty: 3480.484131
	Iteration 3Q: 3 clusters Score -2328182 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2328679.750000 Penalty: 3480.484131
	Iteration 4Q: 3 clusters Score -2328680 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2329374.750000 Penalty: 3480.484131
	Iteration 5Q: 3 clusters Score -2329375 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2330428.500000 Penalty: 3480.484131
	Iteration 6Q: 3 clusters Score -2330428 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2331927.750000 Penalty: 3480.484131
	Iteration 7F: 3 clusters Score -2331928 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2334002.000000 Penalty: 3480.484131
	Iteration 8F: 3 clusters Score -2334002 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2336370.250000 Penalty: 3480.484131
	Iteration 9F: 3 clusters Score -2336370 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2338581.500000 Penalty: 3480.484131
	Iteration 10F: 3 clusters Score -2338582 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2340244.000000 Penalty: 3480.484131
	Iteration 11Q: 3 clusters Score -2340244 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2341376.000000 Penalty: 3480.484131
	Iteration 12Q: 3 clusters Score -2341376 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2342125.500000 Penalty: 3480.484131
	Iteration 13Q: 3 clusters Score -2342126 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2342707.000000 Penalty: 3480.484131
	Iteration 14Q: 3 clusters Score -2342707 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2343121.500000 Penalty: 3480.484131
	Iteration 15Q: 3 clusters Score -2343122 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2343425.750000 Penalty: 3480.484131
	Iteration 16Q: 3 clusters Score -2343426 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2343666.750000 Penalty: 3480.484131
	Iteration 17Q: 3 clusters Score -2343667 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2343839.250000 Penalty: 3480.484131
	Iteration 18Q: 3 clusters Score -2343839 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2343981.500000 Penalty: 3480.484131
	Iteration 19Q: 3 clusters Score -2343982 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2344090.500000 Penalty: 3480.484131
	Iteration 20F: 3 clusters Score -2344090 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2344169.250000 Penalty: 3480.484131
	Iteration 21Q: 3 clusters Score -2344169 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2344218.500000 Penalty: 3480.484131
	Iteration 22Q: 3 clusters Score -2344218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2344243.750000 Penalty: 3480.484131
	Iteration 23Q: 3 clusters Score -2344244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2344263.500000 Penalty: 3480.484131
	Iteration 24Q: 3 clusters Score -2344264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2344303.250000 Penalty: 3480.484131
	Iteration 25Q: 3 clusters Score -2344303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2344326.000000 Penalty: 3480.484131
	Iteration 26Q: 3 clusters Score -2344326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2344340.250000 Penalty: 3480.484131
	Iteration 27Q: 3 clusters Score -2344340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2344360.000000 Penalty: 3480.484131
	Iteration 28Q: 3 clusters Score -2344360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2344370.000000 Penalty: 3480.484131
	Iteration 29Q: 3 clusters Score -2344370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2344384.000000 Penalty: 3480.484131
	Iteration 30Q: 3 clusters Score -2344384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2344406.000000 Penalty: 3480.484131
	Iteration 31Q: 3 clusters Score -2344406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2344409.750000 Penalty: 3480.484131
	Iteration 32Q: 3 clusters Score -2344410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2344420.250000 Penalty: 3480.484131
	Iteration 33Q: 3 clusters Score -2344420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2344423.500000 Penalty: 3480.484131
	Iteration 34Q: 3 clusters Score -2344424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2344428.250000 Penalty: 3480.484131
	Iteration 35Q: 3 clusters Score -2344428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2344427.500000 Penalty: 3480.484131
	Iteration 36Q: 3 clusters Score -2344428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2344439.000000 Penalty: 3480.484131
	Iteration 37Q: 3 clusters Score -2344439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2344442.250000 Penalty: 3480.484131
	Iteration 38Q: 3 clusters Score -2344442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2344444.750000 Penalty: 3480.484131
	Iteration 39Q: 3 clusters Score -2344445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2344445.500000 Penalty: 3480.484131
	Iteration 40F: 3 clusters Score -2344446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2344445.500000 Penalty: 3480.484131
	Iteration 41Q: 3 clusters Score -2344446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2344446.750000 Penalty: 3480.484131
	Iteration 42Q: 3 clusters Score -2344447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2344445.250000 Penalty: 3480.484131
	Iteration 43Q: 3 clusters Score -2344445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2344445.500000 Penalty: 3480.484131
	Iteration 44Q: 3 clusters Score -2344446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2344444.500000 Penalty: 3480.484131
	Iteration 45Q: 3 clusters Score -2344444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2344444.750000 Penalty: 3480.484131
	Iteration 46Q: 3 clusters Score -2344445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2344444.750000 Penalty: 3480.484131
	Iteration 47F: 3 clusters Score -2344445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Entering Unmasked Estep 
Score: -3531335.750000 Penalty: 1807.432983
	Iteration 0F: 2 clusters Score -3531336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3486140.250000 Penalty: 3614.865967
	Iteration 0F: 3 clusters Score -3486140 nChanged 32117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -3504308.250000 Penalty: 3614.865967
	Iteration 1F: 3 clusters Score -3504308 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3504786.500000 Penalty: 3614.865967
	Iteration 2Q: 3 clusters Score -3504786 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -3505294.750000 Penalty: 3614.865967
	Iteration 3Q: 3 clusters Score -3505295 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3505892.500000 Penalty: 3614.865967
	Iteration 4Q: 3 clusters Score -3505892 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3506663.250000 Penalty: 3614.865967
	Iteration 5Q: 3 clusters Score -3506663 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3507530.750000 Penalty: 3614.865967
	Iteration 6Q: 3 clusters Score -3507531 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3508738.000000 Penalty: 3614.865967
	Iteration 7Q: 3 clusters Score -3508738 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3510283.500000 Penalty: 3614.865967
	Iteration 8Q: 3 clusters Score -3510284 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3512249.000000 Penalty: 3614.865967
	Iteration 9Q: 3 clusters Score -3512249 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3514810.500000 Penalty: 3614.865967
	Iteration 10F: 3 clusters Score -3514810 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3517732.750000 Penalty: 3614.865967
	Iteration 11F: 3 clusters Score -3517733 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3520751.750000 Penalty: 3614.865967
	Iteration 12F: 3 clusters Score -3520752 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3523386.500000 Penalty: 3614.865967
	Iteration 13F: 3 clusters Score -3523386 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3525422.500000 Penalty: 3614.865967
	Iteration 14Q: 3 clusters Score -3525422 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3526937.500000 Penalty: 3614.865967
	Iteration 15Q: 3 clusters Score -3526938 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3527900.250000 Penalty: 3614.865967
	Iteration 16Q: 3 clusters Score -3527900 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3528550.500000 Penalty: 3614.865967
	Iteration 17Q: 3 clusters Score -3528550 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3528951.500000 Penalty: 3614.865967
	Iteration 18Q: 3 clusters Score -3528952 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3529225.000000 Penalty: 3614.865967
	Iteration 19Q: 3 clusters Score -3529225 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3529406.500000 Penalty: 3614.865967
	Iteration 20F: 3 clusters Score -3529406 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3529512.500000 Penalty: 3614.865967
	Iteration 21Q: 3 clusters Score -3529512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3529577.000000 Penalty: 3614.865967
	Iteration 22Q: 3 clusters Score -3529577 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3529625.000000 Penalty: 3614.865967
	Iteration 23Q: 3 clusters Score -3529625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3529662.250000 Penalty: 3614.865967
	Iteration 24Q: 3 clusters Score -3529662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3529702.500000 Penalty: 3614.865967
	Iteration 25Q: 3 clusters Score -3529702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3529723.500000 Penalty: 3614.865967
	Iteration 26Q: 3 clusters Score -3529724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3529742.750000 Penalty: 3614.865967
	Iteration 27Q: 3 clusters Score -3529743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3529755.250000 Penalty: 3614.865967
	Iteration 28Q: 3 clusters Score -3529755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3529764.750000 Penalty: 3614.865967
	Iteration 29Q: 3 clusters Score -3529765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3529773.000000 Penalty: 3614.865967
	Iteration 30Q: 3 clusters Score -3529773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3529774.000000 Penalty: 3614.865967
	Iteration 31Q: 3 clusters Score -3529774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3529778.250000 Penalty: 3614.865967
	Iteration 32Q: 3 clusters Score -3529778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3529778.250000 Penalty: 3614.865967
	Iteration 33F: 3 clusters Score -3529778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 230894 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 9021 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 27088 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 19205 members 
Mstep: Class 12 contains 17543 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 18 contains 44765 members 
Mstep: Class 20 contains 67688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533086.000000 Penalty: 38560.308594
Iteration 159Q: 19 clusters Score -2.653309e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 6234 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 231143 members 
Mstep: Class 5 contains 3121 members 
Mstep: Class 6 contains 9017 members 
Mstep: Class 7 contains 4119 members 
Mstep: Class 8 contains 27081 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 17352 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 15800 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 44748 members 
Mstep: Class 20 contains 67683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533074.000000 Penalty: 38560.308594
Iteration 160F: 19 clusters Score -2.653307e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 231446 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 8 contains 27073 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 17123 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15806 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 44714 members 
Mstep: Class 20 contains 67679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533150.000000 Penalty: 38560.308594
Iteration 161Q: 19 clusters Score -2.653315e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 231730 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 27066 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 19198 members 
Mstep: Class 12 contains 16908 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15816 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 44688 members 
Mstep: Class 20 contains 67676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533206.000000 Penalty: 38560.308594
Iteration 162Q: 19 clusters Score -2.653321e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6174 members 
Mstep: Class 3 contains 9055 members 
Mstep: Class 4 contains 232002 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 27054 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 19192 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 44663 members 
Mstep: Class 20 contains 67675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533166.000000 Penalty: 38560.308594
Iteration 163Q: 19 clusters Score -2.653317e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6154 members 
Mstep: Class 3 contains 9056 members 
Mstep: Class 4 contains 232303 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 4106 members 
Mstep: Class 8 contains 27039 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 19186 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 15833 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 44633 members 
Mstep: Class 20 contains 67674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533204.000000 Penalty: 38560.308594
Iteration 164Q: 19 clusters Score -2.65332e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 6141 members 
Mstep: Class 3 contains 9056 members 
Mstep: Class 4 contains 232600 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 27029 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 19173 members 
Mstep: Class 12 contains 16221 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 15840 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 44617 members 
Mstep: Class 20 contains 67670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533298.000000 Penalty: 38560.308594
Iteration 165Q: 19 clusters Score -2.65333e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 9057 members 
Mstep: Class 4 contains 232900 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 4095 members 
Mstep: Class 8 contains 27022 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 19169 members 
Mstep: Class 12 contains 15965 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 18 contains 44584 members 
Mstep: Class 20 contains 67669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533346.000000 Penalty: 38560.308594
Iteration 166Q: 19 clusters Score -2.653335e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 9058 members 
Mstep: Class 4 contains 233189 members 
Mstep: Class 5 contains 3113 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 27015 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 19166 members 
Mstep: Class 12 contains 15725 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20235 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44560 members 
Mstep: Class 20 contains 67662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533438.000000 Penalty: 38560.308594
Iteration 167Q: 19 clusters Score -2.653344e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 9059 members 
Mstep: Class 4 contains 233492 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 27007 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 19162 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44532 members 
Mstep: Class 20 contains 67659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533532.000000 Penalty: 38560.308594
Iteration 168Q: 19 clusters Score -2.653353e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 233792 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 27002 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 15246 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 20 contains 67647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533502.000000 Penalty: 38560.308594
Iteration 169Q: 19 clusters Score -2.65335e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 234070 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 8999 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 26995 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44493 members 
Mstep: Class 20 contains 67650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533534.000000 Penalty: 38560.308594
Iteration 170Q: 19 clusters Score -2.653353e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 234353 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 8995 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 26985 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 19167 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 15889 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44475 members 
Mstep: Class 20 contains 67651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533554.000000 Penalty: 38560.308594
Iteration 171Q: 19 clusters Score -2.653355e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 234634 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 26982 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 19170 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 15890 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44463 members 
Mstep: Class 20 contains 67649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533552.000000 Penalty: 38560.308594
Iteration 172Q: 19 clusters Score -2.653355e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 234901 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 4122 members 
Mstep: Class 8 contains 26975 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 19173 members 
Mstep: Class 12 contains 14329 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 20 contains 67645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533632.000000 Penalty: 38560.308594
Iteration 173Q: 19 clusters Score -2.653363e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 235181 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 4128 members 
Mstep: Class 8 contains 26969 members 
Mstep: Class 10 contains 4520 members 
Mstep: Class 11 contains 19171 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 20229 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 18 contains 44434 members 
Mstep: Class 20 contains 67645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533642.000000 Penalty: 38560.308594
Iteration 174Q: 19 clusters Score -2.653364e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 235477 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 8 contains 26963 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 19174 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 15909 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 20 contains 67642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533646.000000 Penalty: 38560.308594
Iteration 175Q: 19 clusters Score -2.653365e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 235783 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 4133 members 
Mstep: Class 8 contains 26962 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 19180 members 
Mstep: Class 12 contains 13564 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 15915 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 20 contains 67643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533734.000000 Penalty: 38560.308594
Iteration 176Q: 19 clusters Score -2.653373e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 236106 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 4133 members 
Mstep: Class 8 contains 26960 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 19189 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 15928 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44391 members 
Mstep: Class 20 contains 67642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533722.000000 Penalty: 38560.308594
Iteration 177Q: 19 clusters Score -2.653372e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 5856 members 
Mstep: Class 3 contains 9063 members 
Mstep: Class 4 contains 236423 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 4133 members 
Mstep: Class 8 contains 26957 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 19190 members 
Mstep: Class 12 contains 13009 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 15937 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 20 contains 67641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533748.000000 Penalty: 38560.308594
Iteration 178Q: 19 clusters Score -2.653375e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 5830 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 236750 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 4135 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 19191 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20224 members 
Mstep: Class 15 contains 15944 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 44364 members 
Mstep: Class 20 contains 67640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533744.000000 Penalty: 38560.308594
Iteration 179Q: 19 clusters Score -2.653374e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 237065 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 4139 members 
Mstep: Class 8 contains 26950 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 19195 members 
Mstep: Class 12 contains 12481 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20224 members 
Mstep: Class 15 contains 15958 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 44345 members 
Mstep: Class 20 contains 67640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533884.000000 Penalty: 38560.308594
Iteration 180F: 19 clusters Score -2.653388e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 237427 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 4139 members 
Mstep: Class 8 contains 26945 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 19199 members 
Mstep: Class 12 contains 12179 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 15974 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44324 members 
Mstep: Class 20 contains 67637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533956.000000 Penalty: 38560.308594
Iteration 181Q: 19 clusters Score -2.653396e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 237774 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 8988 members 
Mstep: Class 7 contains 4140 members 
Mstep: Class 8 contains 26940 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 19202 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 20 contains 67635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534106.000000 Penalty: 38560.308594
Iteration 182Q: 19 clusters Score -2.653411e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 238131 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 4144 members 
Mstep: Class 8 contains 26927 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 19205 members 
Mstep: Class 12 contains 11609 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 16017 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 44282 members 
Mstep: Class 20 contains 67631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534180.000000 Penalty: 38560.308594
Iteration 183Q: 19 clusters Score -2.653418e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 238443 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 4145 members 
Mstep: Class 8 contains 26916 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 16040 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 44261 members 
Mstep: Class 20 contains 67629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534276.000000 Penalty: 38560.308594
Iteration 184Q: 19 clusters Score -2.653428e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 238736 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 26912 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 19213 members 
Mstep: Class 12 contains 11219 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 16074 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44230 members 
Mstep: Class 20 contains 67622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534486.000000 Penalty: 38560.308594
Iteration 185Q: 19 clusters Score -2.653449e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 238994 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 26904 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 19224 members 
Mstep: Class 12 contains 11055 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 16107 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44204 members 
Mstep: Class 20 contains 67622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534548.000000 Penalty: 38560.308594
Iteration 186Q: 19 clusters Score -2.653455e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 239281 members 
Mstep: Class 5 contains 2992 members 
Mstep: Class 6 contains 8980 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 26903 members 
Mstep: Class 10 contains 4420 members 
Mstep: Class 11 contains 19230 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 16130 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44179 members 
Mstep: Class 20 contains 67622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534636.000000 Penalty: 38560.308594
Iteration 187Q: 19 clusters Score -2.653464e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 239567 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 26894 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 19239 members 
Mstep: Class 12 contains 10692 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 16155 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 44154 members 
Mstep: Class 20 contains 67620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534720.000000 Penalty: 38560.308594
Iteration 188Q: 19 clusters Score -2.653472e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 239805 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 26886 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 10556 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 16172 members 
Mstep: Class 16 contains 7007 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 44142 members 
Mstep: Class 20 contains 67625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534768.000000 Penalty: 38560.308594
Iteration 189Q: 19 clusters Score -2.653477e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240024 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 4149 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 19276 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 16191 members 
Mstep: Class 16 contains 7006 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 44135 members 
Mstep: Class 20 contains 67622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534918.000000 Penalty: 38560.308594
Iteration 190Q: 19 clusters Score -2.653492e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240238 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 8988 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 26867 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 19295 members 
Mstep: Class 12 contains 10343 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16204 members 
Mstep: Class 16 contains 7006 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 44119 members 
Mstep: Class 20 contains 67630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535092.000000 Penalty: 38560.308594
Iteration 191Q: 19 clusters Score -2.653509e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240393 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 26863 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 10304 members 
Mstep: Class 13 contains 1514 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 16217 members 
Mstep: Class 16 contains 7004 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 44106 members 
Mstep: Class 20 contains 67631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535110.000000 Penalty: 38560.308594
Iteration 192Q: 19 clusters Score -2.653511e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240536 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 4149 members 
Mstep: Class 8 contains 26859 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 16238 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 44089 members 
Mstep: Class 20 contains 67636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535136.000000 Penalty: 38560.308594
Iteration 193Q: 19 clusters Score -2.653514e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240649 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 26854 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 10272 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 44071 members 
Mstep: Class 20 contains 67638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535134.000000 Penalty: 38560.308594
Iteration 194Q: 19 clusters Score -2.653513e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240755 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 4152 members 
Mstep: Class 8 contains 26847 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 19332 members 
Mstep: Class 12 contains 10273 members 
Mstep: Class 13 contains 1512 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 44064 members 
Mstep: Class 20 contains 67640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535216.000000 Penalty: 38560.308594
Iteration 195Q: 19 clusters Score -2.653522e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240828 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 4152 members 
Mstep: Class 8 contains 26845 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 19342 members 
Mstep: Class 12 contains 10278 members 
Mstep: Class 13 contains 1514 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16311 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 44054 members 
Mstep: Class 20 contains 67641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535216.000000 Penalty: 38560.308594
Iteration 196Q: 19 clusters Score -2.653522e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240900 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 26841 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 19350 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16336 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 44039 members 
Mstep: Class 20 contains 67642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535240.000000 Penalty: 38560.308594
Iteration 197Q: 19 clusters Score -2.653524e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 240962 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 26836 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 19360 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16354 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 44028 members 
Mstep: Class 20 contains 67640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535272.000000 Penalty: 38560.308594
Iteration 198Q: 19 clusters Score -2.653527e+07 nChanged 227
Entering ConstructFrom: 
Score: -26535272.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (40548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Entering Unmasked Estep 
Score: -2105395.250000 Penalty: 1724.164307
	Iteration 0F: 2 clusters Score -2105395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2078107.250000 Penalty: 3448.328613
	Iteration 0F: 3 clusters Score -2078107 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2088602.875000 Penalty: 3448.328613
	Iteration 1F: 3 clusters Score -2088603 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2089180.125000 Penalty: 3448.328613
	Iteration 2Q: 3 clusters Score -2089180 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2090030.125000 Penalty: 3448.328613
	Iteration 3Q: 3 clusters Score -2090030 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -2091387.500000 Penalty: 3448.328613
	Iteration 4F: 3 clusters Score -2091388 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -2093597.875000 Penalty: 3448.328613
	Iteration 5F: 3 clusters Score -2093598 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -2096705.125000 Penalty: 3448.328613
	Iteration 6F: 3 clusters Score -2096705 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -2099949.000000 Penalty: 3448.328613
	Iteration 7F: 3 clusters Score -2099949 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -2102144.500000 Penalty: 3448.328613
	Iteration 8F: 3 clusters Score -2102144 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -2103179.000000 Penalty: 3448.328613
	Iteration 9Q: 3 clusters Score -2103179 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -2103562.750000 Penalty: 3448.328613
	Iteration 10Q: 3 clusters Score -2103563 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -2103721.000000 Penalty: 3448.328613
	Iteration 11Q: 3 clusters Score -2103721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -2103788.750000 Penalty: 3448.328613
	Iteration 12Q: 3 clusters Score -2103789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -2103838.000000 Penalty: 3448.328613
	Iteration 13Q: 3 clusters Score -2103838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -2103856.500000 Penalty: 3448.328613
	Iteration 14Q: 3 clusters Score -2103856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -2103863.500000 Penalty: 3448.328613
	Iteration 15Q: 3 clusters Score -2103864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -2103870.000000 Penalty: 3448.328613
	Iteration 16Q: 3 clusters Score -2103870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -2103872.250000 Penalty: 3448.328613
	Iteration 17Q: 3 clusters Score -2103872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -2103874.250000 Penalty: 3448.328613
	Iteration 18Q: 3 clusters Score -2103874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -2103877.000000 Penalty: 3448.328613
	Iteration 19Q: 3 clusters Score -2103877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -2103877.000000 Penalty: 3448.328613
	Iteration 20F: 3 clusters Score -2103877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Entering Unmasked Estep 
Score: -212250.843750 Penalty: 1358.929321
	Iteration 0F: 2 clusters Score -212250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -208684.453125 Penalty: 2717.858643
	Iteration 0F: 3 clusters Score -208684.5 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -209640.250000 Penalty: 2717.858643
	Iteration 1F: 3 clusters Score -209640.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -209866.750000 Penalty: 2717.858643
	Iteration 2F: 3 clusters Score -209866.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -210033.187500 Penalty: 2717.858643
	Iteration 3F: 3 clusters Score -210033.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -210196.531250 Penalty: 2717.858643
	Iteration 4F: 3 clusters Score -210196.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -210343.750000 Penalty: 2717.858643
	Iteration 5F: 3 clusters Score -210343.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -210462.406250 Penalty: 2717.858643
	Iteration 6Q: 3 clusters Score -210462.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -210552.953125 Penalty: 2717.858643
	Iteration 7Q: 3 clusters Score -210553 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -210639.015625 Penalty: 2717.858643
	Iteration 8Q: 3 clusters Score -210639 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -210734.109375 Penalty: 2717.858643
	Iteration 9Q: 3 clusters Score -210734.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210803.484375 Penalty: 2717.858643
	Iteration 10Q: 3 clusters Score -210803.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -210872.078125 Penalty: 2717.858643
	Iteration 11Q: 3 clusters Score -210872.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210917.000000 Penalty: 2717.858643
	Iteration 12Q: 3 clusters Score -210917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -210950.656250 Penalty: 2717.858643
	Iteration 13Q: 3 clusters Score -210950.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210979.625000 Penalty: 2717.858643
	Iteration 14Q: 3 clusters Score -210979.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211008.093750 Penalty: 2717.858643
	Iteration 15Q: 3 clusters Score -211008.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -211033.125000 Penalty: 2717.858643
	Iteration 16Q: 3 clusters Score -211033.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -211060.984375 Penalty: 2717.858643
	Iteration 17Q: 3 clusters Score -211061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -211095.843750 Penalty: 2717.858643
	Iteration 18Q: 3 clusters Score -211095.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -211121.781250 Penalty: 2717.858643
	Iteration 19Q: 3 clusters Score -211121.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -211137.906250 Penalty: 2717.858643
	Iteration 20F: 3 clusters Score -211137.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -211152.015625 Penalty: 2717.858643
	Iteration 21Q: 3 clusters Score -211152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -211164.031250 Penalty: 2717.858643
	Iteration 22Q: 3 clusters Score -211164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -211175.671875 Penalty: 2717.858643
	Iteration 23Q: 3 clusters Score -211175.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -211185.968750 Penalty: 2717.858643
	Iteration 24Q: 3 clusters Score -211186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -211200.796875 Penalty: 2717.858643
	Iteration 25Q: 3 clusters Score -211200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -211213.328125 Penalty: 2717.858643
	Iteration 26Q: 3 clusters Score -211213.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -211219.875000 Penalty: 2717.858643
	Iteration 27Q: 3 clusters Score -211219.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -211225.703125 Penalty: 2717.858643
	Iteration 28Q: 3 clusters Score -211225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -211230.343750 Penalty: 2717.858643
	Iteration 29Q: 3 clusters Score -211230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -211231.531250 Penalty: 2717.858643
	Iteration 30Q: 3 clusters Score -211231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -211232.359375 Penalty: 2717.858643
	Iteration 31Q: 3 clusters Score -211232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -211234.781250 Penalty: 2717.858643
	Iteration 32Q: 3 clusters Score -211234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -211237.046875 Penalty: 2717.858643
	Iteration 33Q: 3 clusters Score -211237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -211240.703125 Penalty: 2717.858643
	Iteration 34Q: 3 clusters Score -211240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -211244.234375 Penalty: 2717.858643
	Iteration 35Q: 3 clusters Score -211244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -211246.875000 Penalty: 2717.858643
	Iteration 36Q: 3 clusters Score -211246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -211254.328125 Penalty: 2717.858643
	Iteration 37Q: 3 clusters Score -211254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -211256.796875 Penalty: 2717.858643
	Iteration 38Q: 3 clusters Score -211256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -211258.203125 Penalty: 2717.858643
	Iteration 39Q: 3 clusters Score -211258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -211259.218750 Penalty: 2717.858643
	Iteration 40F: 3 clusters Score -211259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -211261.187500 Penalty: 2717.858643
	Iteration 41Q: 3 clusters Score -211261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -211262.343750 Penalty: 2717.858643
	Iteration 42Q: 3 clusters Score -211262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -211262.343750 Penalty: 2717.858643
	Iteration 43F: 3 clusters Score -211262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -480041.437500 Penalty: 1480.764526
	Iteration 0F: 2 clusters Score -480041.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -473513.562500 Penalty: 2961.529053
	Iteration 0F: 3 clusters Score -473513.6 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -475528.656250 Penalty: 2961.529053
	Iteration 1F: 3 clusters Score -475528.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -475765.687500 Penalty: 2961.529053
	Iteration 2F: 3 clusters Score -475765.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -475977.656250 Penalty: 2961.529053
	Iteration 3F: 3 clusters Score -475977.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -476191.125000 Penalty: 2961.529053
	Iteration 4Q: 3 clusters Score -476191.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -476403.281250 Penalty: 2961.529053
	Iteration 5Q: 3 clusters Score -476403.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -476683.781250 Penalty: 2961.529053
	Iteration 6F: 3 clusters Score -476683.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -476988.593750 Penalty: 2961.529053
	Iteration 7F: 3 clusters Score -476988.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -477295.562500 Penalty: 2961.529053
	Iteration 8F: 3 clusters Score -477295.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -477592.468750 Penalty: 2961.529053
	Iteration 9F: 3 clusters Score -477592.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -477847.468750 Penalty: 2961.529053
	Iteration 10Q: 3 clusters Score -477847.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -478083.562500 Penalty: 2961.529053
	Iteration 11Q: 3 clusters Score -478083.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -478287.343750 Penalty: 2961.529053
	Iteration 12Q: 3 clusters Score -478287.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -478412.968750 Penalty: 2961.529053
	Iteration 13Q: 3 clusters Score -478413 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -478497.125000 Penalty: 2961.529053
	Iteration 14Q: 3 clusters Score -478497.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -478555.218750 Penalty: 2961.529053
	Iteration 15Q: 3 clusters Score -478555.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -478619.875000 Penalty: 2961.529053
	Iteration 16Q: 3 clusters Score -478619.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -478675.656250 Penalty: 2961.529053
	Iteration 17Q: 3 clusters Score -478675.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -478722.312500 Penalty: 2961.529053
	Iteration 18Q: 3 clusters Score -478722.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -478754.500000 Penalty: 2961.529053
	Iteration 19Q: 3 clusters Score -478754.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -478776.468750 Penalty: 2961.529053
	Iteration 20F: 3 clusters Score -478776.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -478789.531250 Penalty: 2961.529053
	Iteration 21Q: 3 clusters Score -478789.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -478800.343750 Penalty: 2961.529053
	Iteration 22Q: 3 clusters Score -478800.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -478810.906250 Penalty: 2961.529053
	Iteration 23Q: 3 clusters Score -478810.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -478820.437500 Penalty: 2961.529053
	Iteration 24Q: 3 clusters Score -478820.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -478832.656250 Penalty: 2961.529053
	Iteration 25Q: 3 clusters Score -478832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -478839.281250 Penalty: 2961.529053
	Iteration 26Q: 3 clusters Score -478839.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -478847.093750 Penalty: 2961.529053
	Iteration 27Q: 3 clusters Score -478847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -478853.156250 Penalty: 2961.529053
	Iteration 28Q: 3 clusters Score -478853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -478861.718750 Penalty: 2961.529053
	Iteration 29Q: 3 clusters Score -478861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -478865.718750 Penalty: 2961.529053
	Iteration 30Q: 3 clusters Score -478865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -478869.468750 Penalty: 2961.529053
	Iteration 31Q: 3 clusters Score -478869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -478873.375000 Penalty: 2961.529053
	Iteration 32Q: 3 clusters Score -478873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -478878.406250 Penalty: 2961.529053
	Iteration 33Q: 3 clusters Score -478878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -478880.156250 Penalty: 2961.529053
	Iteration 34Q: 3 clusters Score -478880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -478881.593750 Penalty: 2961.529053
	Iteration 35Q: 3 clusters Score -478881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -478882.375000 Penalty: 2961.529053
	Iteration 36Q: 3 clusters Score -478882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -478882.187500 Penalty: 2961.529053
	Iteration 37Q: 3 clusters Score -478882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -478882.187500 Penalty: 2961.529053
	Iteration 38F: 3 clusters Score -478882.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (240996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240996 members 
Entering Unmasked Estep 
Score: -12492684.000000 Penalty: 2013.786987
	Iteration 0F: 2 clusters Score -1.249268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120421 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -12330574.000000 Penalty: 4027.573975
	Iteration 0F: 3 clusters Score -1.233057e+07 nChanged 116940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119293 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -12398936.000000 Penalty: 4027.573975
	Iteration 1F: 3 clusters Score -1.239894e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -12400196.000000 Penalty: 4027.573975
	Iteration 2Q: 3 clusters Score -1.24002e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 123828 members 
Entering Unmasked Estep 
Score: -12402239.000000 Penalty: 4027.573975
	Iteration 3Q: 3 clusters Score -1.240224e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -12405308.000000 Penalty: 4027.573975
	Iteration 4Q: 3 clusters Score -1.240531e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -12410468.000000 Penalty: 4027.573975
	Iteration 5Q: 3 clusters Score -1.241047e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 135463 members 
Entering Unmasked Estep 
Score: -12418627.000000 Penalty: 4027.573975
	Iteration 6F: 3 clusters Score -1.241863e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 143294 members 
Entering Unmasked Estep 
Score: -12430263.000000 Penalty: 4027.573975
	Iteration 7F: 3 clusters Score -1.243026e+07 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -12444471.000000 Penalty: 4027.573975
	Iteration 8F: 3 clusters Score -1.244447e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -12457481.000000 Penalty: 4027.573975
	Iteration 9F: 3 clusters Score -1.245748e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -12466460.000000 Penalty: 4027.573975
	Iteration 10F: 3 clusters Score -1.246646e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -12471095.000000 Penalty: 4027.573975
	Iteration 11Q: 3 clusters Score -1.24711e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -12473534.000000 Penalty: 4027.573975
	Iteration 12Q: 3 clusters Score -1.247353e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -12475144.000000 Penalty: 4027.573975
	Iteration 13Q: 3 clusters Score -1.247514e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 180120 members 
Entering Unmasked Estep 
Score: -12476590.000000 Penalty: 4027.573975
	Iteration 14Q: 3 clusters Score -1.247659e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -12477985.000000 Penalty: 4027.573975
	Iteration 15Q: 3 clusters Score -1.247798e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 186802 members 
Entering Unmasked Estep 
Score: -12479280.000000 Penalty: 4027.573975
	Iteration 16Q: 3 clusters Score -1.247928e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 190103 members 
Entering Unmasked Estep 
Score: -12480688.000000 Penalty: 4027.573975
	Iteration 17Q: 3 clusters Score -1.248069e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 193341 members 
Entering Unmasked Estep 
Score: -12482032.000000 Penalty: 4027.573975
	Iteration 18Q: 3 clusters Score -1.248203e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 196639 members 
Entering Unmasked Estep 
Score: -12483533.000000 Penalty: 4027.573975
	Iteration 19Q: 3 clusters Score -1.248353e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 199848 members 
Entering Unmasked Estep 
Score: -12485037.000000 Penalty: 4027.573975
	Iteration 20F: 3 clusters Score -1.248504e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -12486428.000000 Penalty: 4027.573975
	Iteration 21Q: 3 clusters Score -1.248643e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 205844 members 
Entering Unmasked Estep 
Score: -12487724.000000 Penalty: 4027.573975
	Iteration 22Q: 3 clusters Score -1.248772e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 208573 members 
Entering Unmasked Estep 
Score: -12488821.000000 Penalty: 4027.573975
	Iteration 23Q: 3 clusters Score -1.248882e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 211080 members 
Entering Unmasked Estep 
Score: -12489864.000000 Penalty: 4027.573975
	Iteration 24Q: 3 clusters Score -1.248986e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -12490673.000000 Penalty: 4027.573975
	Iteration 25Q: 3 clusters Score -1.249067e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 215167 members 
Entering Unmasked Estep 
Score: -12491278.000000 Penalty: 4027.573975
	Iteration 26Q: 3 clusters Score -1.249128e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 216823 members 
Entering Unmasked Estep 
Score: -12491816.000000 Penalty: 4027.573975
	Iteration 27Q: 3 clusters Score -1.249182e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 218300 members 
Entering Unmasked Estep 
Score: -12492104.000000 Penalty: 4027.573975
	Iteration 28Q: 3 clusters Score -1.24921e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 219604 members 
Entering Unmasked Estep 
Score: -12492440.000000 Penalty: 4027.573975
	Iteration 29Q: 3 clusters Score -1.249244e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 220714 members 
Entering Unmasked Estep 
Score: -12492668.000000 Penalty: 4027.573975
	Iteration 30Q: 3 clusters Score -1.249267e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 221681 members 
Entering Unmasked Estep 
Score: -12492766.000000 Penalty: 4027.573975
	Iteration 31Q: 3 clusters Score -1.249277e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 222541 members 
Entering Unmasked Estep 
Score: -12492981.000000 Penalty: 4027.573975
	Iteration 32Q: 3 clusters Score -1.249298e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 223303 members 
Entering Unmasked Estep 
Score: -12493116.000000 Penalty: 4027.573975
	Iteration 33Q: 3 clusters Score -1.249312e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 223979 members 
Entering Unmasked Estep 
Score: -12493228.000000 Penalty: 4027.573975
	Iteration 34Q: 3 clusters Score -1.249323e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 224537 members 
Entering Unmasked Estep 
Score: -12493322.000000 Penalty: 4027.573975
	Iteration 35Q: 3 clusters Score -1.249332e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 225012 members 
Entering Unmasked Estep 
Score: -12493375.000000 Penalty: 4027.573975
	Iteration 36Q: 3 clusters Score -1.249338e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 225470 members 
Entering Unmasked Estep 
Score: -12493456.000000 Penalty: 4027.573975
	Iteration 37Q: 3 clusters Score -1.249346e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 225888 members 
Entering Unmasked Estep 
Score: -12493506.000000 Penalty: 4027.573975
	Iteration 38Q: 3 clusters Score -1.249351e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 226287 members 
Entering Unmasked Estep 
Score: -12493525.000000 Penalty: 4027.573975
	Iteration 39Q: 3 clusters Score -1.249352e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 226627 members 
Entering Unmasked Estep 
Score: -12493588.000000 Penalty: 4027.573975
	Iteration 40F: 3 clusters Score -1.249359e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 226907 members 
Entering Unmasked Estep 
Score: -12493632.000000 Penalty: 4027.573975
	Iteration 41Q: 3 clusters Score -1.249363e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 227145 members 
Entering Unmasked Estep 
Score: -12493649.000000 Penalty: 4027.573975
	Iteration 42Q: 3 clusters Score -1.249365e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 227365 members 
Entering Unmasked Estep 
Score: -12493605.000000 Penalty: 4027.573975
	Iteration 43Q: 3 clusters Score -1.24936e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 227564 members 
Entering Unmasked Estep 
Score: -12493633.000000 Penalty: 4027.573975
	Iteration 44Q: 3 clusters Score -1.249363e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 227751 members 
Entering Unmasked Estep 
Score: -12493665.000000 Penalty: 4027.573975
	Iteration 45Q: 3 clusters Score -1.249366e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 227916 members 
Entering Unmasked Estep 
Score: -12493657.000000 Penalty: 4027.573975
	Iteration 46Q: 3 clusters Score -1.249366e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 228058 members 
Entering Unmasked Estep 
Score: -12493649.000000 Penalty: 4027.573975
	Iteration 47Q: 3 clusters Score -1.249365e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 228192 members 
Entering Unmasked Estep 
Score: -12493679.000000 Penalty: 4027.573975
	Iteration 48Q: 3 clusters Score -1.249368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 228296 members 
Entering Unmasked Estep 
Score: -12493673.000000 Penalty: 4027.573975
	Iteration 49Q: 3 clusters Score -1.249367e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 228377 members 
Entering Unmasked Estep 
Score: -12493684.000000 Penalty: 4027.573975
	Iteration 50Q: 3 clusters Score -1.249368e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 228457 members 
Entering Unmasked Estep 
Score: -12493692.000000 Penalty: 4027.573975
	Iteration 51Q: 3 clusters Score -1.249369e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 228516 members 
Entering Unmasked Estep 
Score: -12493702.000000 Penalty: 4027.573975
	Iteration 52Q: 3 clusters Score -1.24937e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 228567 members 
Entering Unmasked Estep 
Score: -12493698.000000 Penalty: 4027.573975
	Iteration 53Q: 3 clusters Score -1.24937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 228615 members 
Entering Unmasked Estep 
Score: -12493687.000000 Penalty: 4027.573975
	Iteration 54Q: 3 clusters Score -1.249369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 228664 members 
Entering Unmasked Estep 
Score: -12493695.000000 Penalty: 4027.573975
	Iteration 55Q: 3 clusters Score -1.24937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 228709 members 
Entering Unmasked Estep 
Score: -12493689.000000 Penalty: 4027.573975
	Iteration 56Q: 3 clusters Score -1.249369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 228746 members 
Entering Unmasked Estep 
Score: -12493676.000000 Penalty: 4027.573975
	Iteration 57Q: 3 clusters Score -1.249368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 228778 members 
Entering Unmasked Estep 
Score: -12493667.000000 Penalty: 4027.573975
	Iteration 58Q: 3 clusters Score -1.249367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 228806 members 
Entering Unmasked Estep 
Score: -12493668.000000 Penalty: 4027.573975
	Iteration 59Q: 3 clusters Score -1.249367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 228829 members 
Entering Unmasked Estep 
Score: -12493681.000000 Penalty: 4027.573975
	Iteration 60F: 3 clusters Score -1.249368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 228850 members 
Entering Unmasked Estep 
Score: -12493681.000000 Penalty: 4027.573975
	Iteration 61Q: 3 clusters Score -1.249368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 228869 members 
Entering Unmasked Estep 
Score: -12493693.000000 Penalty: 4027.573975
	Iteration 62Q: 3 clusters Score -1.249369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 228889 members 
Entering Unmasked Estep 
Score: -12493690.000000 Penalty: 4027.573975
	Iteration 63Q: 3 clusters Score -1.249369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 228905 members 
Entering Unmasked Estep 
Score: -12493706.000000 Penalty: 4027.573975
	Iteration 64Q: 3 clusters Score -1.249371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 228917 members 
Entering Unmasked Estep 
Score: -12493708.000000 Penalty: 4027.573975
	Iteration 65Q: 3 clusters Score -1.249371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 228931 members 
Entering Unmasked Estep 
Score: -12493720.000000 Penalty: 4027.573975
	Iteration 66Q: 3 clusters Score -1.249372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 228949 members 
Entering Unmasked Estep 
Score: -12493732.000000 Penalty: 4027.573975
	Iteration 67Q: 3 clusters Score -1.249373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 228965 members 
Entering Unmasked Estep 
Score: -12493739.000000 Penalty: 4027.573975
	Iteration 68Q: 3 clusters Score -1.249374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 228984 members 
Entering Unmasked Estep 
Score: -12493724.000000 Penalty: 4027.573975
	Iteration 69Q: 3 clusters Score -1.249372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 228997 members 
Entering Unmasked Estep 
Score: -12493731.000000 Penalty: 4027.573975
	Iteration 70Q: 3 clusters Score -1.249373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 229009 members 
Entering Unmasked Estep 
Score: -12493729.000000 Penalty: 4027.573975
	Iteration 71Q: 3 clusters Score -1.249373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 229018 members 
Entering Unmasked Estep 
Score: -12493725.000000 Penalty: 4027.573975
	Iteration 72Q: 3 clusters Score -1.249372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 229033 members 
Entering Unmasked Estep 
Score: -12493713.000000 Penalty: 4027.573975
	Iteration 73Q: 3 clusters Score -1.249371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 229048 members 
Entering Unmasked Estep 
Score: -12493722.000000 Penalty: 4027.573975
	Iteration 74Q: 3 clusters Score -1.249372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 229062 members 
Entering Unmasked Estep 
Score: -12493735.000000 Penalty: 4027.573975
	Iteration 75Q: 3 clusters Score -1.249374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 229076 members 
Entering Unmasked Estep 
Score: -12493745.000000 Penalty: 4027.573975
	Iteration 76Q: 3 clusters Score -1.249374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 229088 members 
Entering Unmasked Estep 
Score: -12493734.000000 Penalty: 4027.573975
	Iteration 77Q: 3 clusters Score -1.249373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 229098 members 
Entering Unmasked Estep 
Score: -12493739.000000 Penalty: 4027.573975
	Iteration 78Q: 3 clusters Score -1.249374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 229109 members 
Entering Unmasked Estep 
Score: -12493746.000000 Penalty: 4027.573975
	Iteration 79Q: 3 clusters Score -1.249375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 229122 members 
Entering Unmasked Estep 
Score: -12493740.000000 Penalty: 4027.573975
	Iteration 80F: 3 clusters Score -1.249374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 229132 members 
Entering Unmasked Estep 
Score: -12493745.000000 Penalty: 4027.573975
	Iteration 81Q: 3 clusters Score -1.249374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 229140 members 
Entering Unmasked Estep 
Score: -12493736.000000 Penalty: 4027.573975
	Iteration 82Q: 3 clusters Score -1.249374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 229146 members 
Entering Unmasked Estep 
Score: -12493754.000000 Penalty: 4027.573975
	Iteration 83Q: 3 clusters Score -1.249375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 229151 members 
Entering Unmasked Estep 
Score: -12493754.000000 Penalty: 4027.573975
	Iteration 84Q: 3 clusters Score -1.249375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 229160 members 
Entering Unmasked Estep 
Score: -12493748.000000 Penalty: 4027.573975
	Iteration 85Q: 3 clusters Score -1.249375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 229166 members 
Entering Unmasked Estep 
Score: -12493755.000000 Penalty: 4027.573975
	Iteration 86Q: 3 clusters Score -1.249376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 229168 members 
Entering Unmasked Estep 
Score: -12493764.000000 Penalty: 4027.573975
	Iteration 87Q: 3 clusters Score -1.249376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 229172 members 
Entering Unmasked Estep 
Score: -12493764.000000 Penalty: 4027.573975
	Iteration 88Q: 3 clusters Score -1.249376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 229177 members 
Entering Unmasked Estep 
Score: -12493746.000000 Penalty: 4027.573975
	Iteration 89Q: 3 clusters Score -1.249375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 229180 members 
Entering Unmasked Estep 
Score: -12493755.000000 Penalty: 4027.573975
	Iteration 90Q: 3 clusters Score -1.249376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 229186 members 
Entering Unmasked Estep 
Score: -12493754.000000 Penalty: 4027.573975
	Iteration 91Q: 3 clusters Score -1.249375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 229192 members 
Entering Unmasked Estep 
Score: -12493760.000000 Penalty: 4027.573975
	Iteration 92Q: 3 clusters Score -1.249376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 229194 members 
Entering Unmasked Estep 
Score: -12493758.000000 Penalty: 4027.573975
	Iteration 93Q: 3 clusters Score -1.249376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 229198 members 
Entering Unmasked Estep 
Score: -12493753.000000 Penalty: 4027.573975
	Iteration 94Q: 3 clusters Score -1.249375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 229201 members 
Entering Unmasked Estep 
Score: -12493764.000000 Penalty: 4027.573975
	Iteration 95Q: 3 clusters Score -1.249376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 229204 members 
Entering Unmasked Estep 
Score: -12493771.000000 Penalty: 4027.573975
	Iteration 96Q: 3 clusters Score -1.249377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 229204 members 
Entering Unmasked Estep 
Score: -12493771.000000 Penalty: 4027.573975
	Iteration 97F: 3 clusters Score -1.249377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 4155 members 
Mstep: Class 8 contains 26834 members 
Mstep: Class 9 contains 229204 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16370 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44026 members 
Mstep: Class 20 contains 67643 members 
Entering Unmasked Estep 
Score: -26536152.000000 Penalty: 40702.550781
Splitting cluster 4 changes total score from -26535272.000000 to -26536152.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -140258.171875 Penalty: 1288.190186
	Iteration 0F: 2 clusters Score -140258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -137650.015625 Penalty: 2576.380371
	Iteration 0F: 3 clusters Score -137650 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -138242.609375 Penalty: 2576.380371
	Iteration 1F: 3 clusters Score -138242.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -138358.453125 Penalty: 2576.380371
	Iteration 2F: 3 clusters Score -138358.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -138432.593750 Penalty: 2576.380371
	Iteration 3Q: 3 clusters Score -138432.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138486.375000 Penalty: 2576.380371
	Iteration 4Q: 3 clusters Score -138486.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -138524.578125 Penalty: 2576.380371
	Iteration 5Q: 3 clusters Score -138524.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -138562.953125 Penalty: 2576.380371
	Iteration 6Q: 3 clusters Score -138563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -138599.890625 Penalty: 2576.380371
	Iteration 7Q: 3 clusters Score -138599.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -138634.515625 Penalty: 2576.380371
	Iteration 8Q: 3 clusters Score -138634.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138676.640625 Penalty: 2576.380371
	Iteration 9Q: 3 clusters Score -138676.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138713.187500 Penalty: 2576.380371
	Iteration 10Q: 3 clusters Score -138713.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138763.578125 Penalty: 2576.380371
	Iteration 11Q: 3 clusters Score -138763.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138824.984375 Penalty: 2576.380371
	Iteration 12Q: 3 clusters Score -138825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138874.500000 Penalty: 2576.380371
	Iteration 13Q: 3 clusters Score -138874.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138915.125000 Penalty: 2576.380371
	Iteration 14Q: 3 clusters Score -138915.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -138962.812500 Penalty: 2576.380371
	Iteration 15Q: 3 clusters Score -138962.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -139001.875000 Penalty: 2576.380371
	Iteration 16Q: 3 clusters Score -139001.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139031.921875 Penalty: 2576.380371
	Iteration 17Q: 3 clusters Score -139031.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -139061.453125 Penalty: 2576.380371
	Iteration 18Q: 3 clusters Score -139061.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139082.062500 Penalty: 2576.380371
	Iteration 19Q: 3 clusters Score -139082.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139094.953125 Penalty: 2576.380371
	Iteration 20F: 3 clusters Score -139095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -139101.031250 Penalty: 2576.380371
	Iteration 21Q: 3 clusters Score -139101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -139105.125000 Penalty: 2576.380371
	Iteration 22Q: 3 clusters Score -139105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -139111.593750 Penalty: 2576.380371
	Iteration 23Q: 3 clusters Score -139111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -139120.671875 Penalty: 2576.380371
	Iteration 24Q: 3 clusters Score -139120.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -139126.156250 Penalty: 2576.380371
	Iteration 25Q: 3 clusters Score -139126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -139132.937500 Penalty: 2576.380371
	Iteration 26Q: 3 clusters Score -139132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -139138.140625 Penalty: 2576.380371
	Iteration 27Q: 3 clusters Score -139138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -139140.687500 Penalty: 2576.380371
	Iteration 28Q: 3 clusters Score -139140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -139141.312500 Penalty: 2576.380371
	Iteration 29Q: 3 clusters Score -139141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -139143.000000 Penalty: 2576.380371
	Iteration 30Q: 3 clusters Score -139143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -139143.875000 Penalty: 2576.380371
	Iteration 31Q: 3 clusters Score -139143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -139143.875000 Penalty: 2576.380371
	Iteration 32F: 3 clusters Score -139143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -474099.687500 Penalty: 1479.270142
	Iteration 0F: 2 clusters Score -474099.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -467634.718750 Penalty: 2958.540283
	Iteration 0F: 3 clusters Score -467634.7 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -469628.343750 Penalty: 2958.540283
	Iteration 1F: 3 clusters Score -469628.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -469837.843750 Penalty: 2958.540283
	Iteration 2F: 3 clusters Score -469837.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -469986.031250 Penalty: 2958.540283
	Iteration 3Q: 3 clusters Score -469986 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -470090.218750 Penalty: 2958.540283
	Iteration 4Q: 3 clusters Score -470090.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -470186.156250 Penalty: 2958.540283
	Iteration 5Q: 3 clusters Score -470186.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -470286.937500 Penalty: 2958.540283
	Iteration 6Q: 3 clusters Score -470286.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -470418.562500 Penalty: 2958.540283
	Iteration 7Q: 3 clusters Score -470418.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -470581.156250 Penalty: 2958.540283
	Iteration 8Q: 3 clusters Score -470581.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -470798.906250 Penalty: 2958.540283
	Iteration 9Q: 3 clusters Score -470798.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -471033.843750 Penalty: 2958.540283
	Iteration 10Q: 3 clusters Score -471033.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -471298.687500 Penalty: 2958.540283
	Iteration 11Q: 3 clusters Score -471298.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -471580.343750 Penalty: 2958.540283
	Iteration 12Q: 3 clusters Score -471580.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -471839.093750 Penalty: 2958.540283
	Iteration 13Q: 3 clusters Score -471839.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -472099.968750 Penalty: 2958.540283
	Iteration 14Q: 3 clusters Score -472100 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -472322.625000 Penalty: 2958.540283
	Iteration 15Q: 3 clusters Score -472322.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -472468.437500 Penalty: 2958.540283
	Iteration 16Q: 3 clusters Score -472468.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -472579.156250 Penalty: 2958.540283
	Iteration 17Q: 3 clusters Score -472579.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -472645.656250 Penalty: 2958.540283
	Iteration 18Q: 3 clusters Score -472645.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -472690.656250 Penalty: 2958.540283
	Iteration 19Q: 3 clusters Score -472690.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -472724.343750 Penalty: 2958.540283
	Iteration 20F: 3 clusters Score -472724.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -472754.937500 Penalty: 2958.540283
	Iteration 21Q: 3 clusters Score -472754.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -472777.375000 Penalty: 2958.540283
	Iteration 22Q: 3 clusters Score -472777.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -472789.187500 Penalty: 2958.540283
	Iteration 23Q: 3 clusters Score -472789.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -472795.625000 Penalty: 2958.540283
	Iteration 24Q: 3 clusters Score -472795.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -472803.656250 Penalty: 2958.540283
	Iteration 25Q: 3 clusters Score -472803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -472811.312500 Penalty: 2958.540283
	Iteration 26Q: 3 clusters Score -472811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -472817.375000 Penalty: 2958.540283
	Iteration 27Q: 3 clusters Score -472817.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -472823.093750 Penalty: 2958.540283
	Iteration 28Q: 3 clusters Score -472823.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -472829.718750 Penalty: 2958.540283
	Iteration 29Q: 3 clusters Score -472829.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -472835.968750 Penalty: 2958.540283
	Iteration 30Q: 3 clusters Score -472836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -472839.906250 Penalty: 2958.540283
	Iteration 31Q: 3 clusters Score -472839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -472844.750000 Penalty: 2958.540283
	Iteration 32Q: 3 clusters Score -472844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -472848.031250 Penalty: 2958.540283
	Iteration 33Q: 3 clusters Score -472848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -472852.625000 Penalty: 2958.540283
	Iteration 34Q: 3 clusters Score -472852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -472856.187500 Penalty: 2958.540283
	Iteration 35Q: 3 clusters Score -472856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -472859.812500 Penalty: 2958.540283
	Iteration 36Q: 3 clusters Score -472859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -472863.156250 Penalty: 2958.540283
	Iteration 37Q: 3 clusters Score -472863.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -472865.187500 Penalty: 2958.540283
	Iteration 38Q: 3 clusters Score -472865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -472866.937500 Penalty: 2958.540283
	Iteration 39Q: 3 clusters Score -472866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -472868.906250 Penalty: 2958.540283
	Iteration 40F: 3 clusters Score -472868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -472870.250000 Penalty: 2958.540283
	Iteration 41Q: 3 clusters Score -472870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -472870.562500 Penalty: 2958.540283
	Iteration 42Q: 3 clusters Score -472870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -472870.656250 Penalty: 2958.540283
	Iteration 43Q: 3 clusters Score -472870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -472871.062500 Penalty: 2958.540283
	Iteration 44Q: 3 clusters Score -472871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -472871.062500 Penalty: 2958.540283
	Iteration 45F: 3 clusters Score -472871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -191335.968750 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -191336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -187936.031250 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -187936 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -188892.796875 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -188892.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -189101.765625 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -189101.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -189240.906250 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -189240.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -189370.171875 Penalty: 2707.921875
	Iteration 4Q: 3 clusters Score -189370.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -189478.828125 Penalty: 2707.921875
	Iteration 5Q: 3 clusters Score -189478.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -189576.625000 Penalty: 2707.921875
	Iteration 6Q: 3 clusters Score -189576.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -189660.906250 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -189660.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -189718.187500 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -189718.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -189760.812500 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -189760.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -189806.937500 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -189806.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -189845.281250 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -189845.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -189876.718750 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -189876.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -189904.812500 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -189904.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -189940.312500 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -189940.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -189985.078125 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -189985.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -190050.343750 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -190050.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -190110.968750 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -190111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -190168.484375 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -190168.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -190220.718750 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -190220.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -190270.828125 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -190270.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -190305.937500 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -190305.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -190337.968750 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -190338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -190359.625000 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -190359.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -190380.328125 Penalty: 2707.921875
	Iteration 24Q: 3 clusters Score -190380.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -190405.531250 Penalty: 2707.921875
	Iteration 25Q: 3 clusters Score -190405.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -190439.921875 Penalty: 2707.921875
	Iteration 26Q: 3 clusters Score -190439.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -190457.390625 Penalty: 2707.921875
	Iteration 27Q: 3 clusters Score -190457.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -190468.937500 Penalty: 2707.921875
	Iteration 28Q: 3 clusters Score -190468.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -190480.781250 Penalty: 2707.921875
	Iteration 29Q: 3 clusters Score -190480.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -190490.875000 Penalty: 2707.921875
	Iteration 30Q: 3 clusters Score -190490.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -190504.734375 Penalty: 2707.921875
	Iteration 31Q: 3 clusters Score -190504.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190523.812500 Penalty: 2707.921875
	Iteration 32Q: 3 clusters Score -190523.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -190543.250000 Penalty: 2707.921875
	Iteration 33Q: 3 clusters Score -190543.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -190557.750000 Penalty: 2707.921875
	Iteration 34Q: 3 clusters Score -190557.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -190568.375000 Penalty: 2707.921875
	Iteration 35Q: 3 clusters Score -190568.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -190577.296875 Penalty: 2707.921875
	Iteration 36Q: 3 clusters Score -190577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -190583.640625 Penalty: 2707.921875
	Iteration 37Q: 3 clusters Score -190583.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -190587.453125 Penalty: 2707.921875
	Iteration 38Q: 3 clusters Score -190587.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -190590.234375 Penalty: 2707.921875
	Iteration 39Q: 3 clusters Score -190590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -190591.765625 Penalty: 2707.921875
	Iteration 40F: 3 clusters Score -190591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -190592.968750 Penalty: 2707.921875
	Iteration 41Q: 3 clusters Score -190593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -190593.390625 Penalty: 2707.921875
	Iteration 42Q: 3 clusters Score -190593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -190595.109375 Penalty: 2707.921875
	Iteration 43Q: 3 clusters Score -190595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -190596.312500 Penalty: 2707.921875
	Iteration 44Q: 3 clusters Score -190596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -190596.546875 Penalty: 2707.921875
	Iteration 45Q: 3 clusters Score -190596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -190597.062500 Penalty: 2707.921875
	Iteration 46Q: 3 clusters Score -190597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -190597.062500 Penalty: 2707.921875
	Iteration 47F: 3 clusters Score -190597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Entering Unmasked Estep 
Score: -1411813.000000 Penalty: 1657.081543
	Iteration 0F: 2 clusters Score -1411813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1393648.125000 Penalty: 3314.163086
	Iteration 0F: 3 clusters Score -1393648 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1400576.750000 Penalty: 3314.163086
	Iteration 1F: 3 clusters Score -1400577 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1400970.875000 Penalty: 3314.163086
	Iteration 2Q: 3 clusters Score -1400971 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1401363.250000 Penalty: 3314.163086
	Iteration 3Q: 3 clusters Score -1401363 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1401746.750000 Penalty: 3314.163086
	Iteration 4Q: 3 clusters Score -1401747 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1402217.750000 Penalty: 3314.163086
	Iteration 5Q: 3 clusters Score -1402218 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1402855.875000 Penalty: 3314.163086
	Iteration 6Q: 3 clusters Score -1402856 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1403655.250000 Penalty: 3314.163086
	Iteration 7Q: 3 clusters Score -1403655 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1404620.375000 Penalty: 3314.163086
	Iteration 8F: 3 clusters Score -1404620 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1405706.125000 Penalty: 3314.163086
	Iteration 9F: 3 clusters Score -1405706 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1406722.875000 Penalty: 3314.163086
	Iteration 10F: 3 clusters Score -1406723 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1407320.750000 Penalty: 3314.163086
	Iteration 11Q: 3 clusters Score -1407321 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1407641.125000 Penalty: 3314.163086
	Iteration 12Q: 3 clusters Score -1407641 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1407817.500000 Penalty: 3314.163086
	Iteration 13Q: 3 clusters Score -1407818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1407922.625000 Penalty: 3314.163086
	Iteration 14Q: 3 clusters Score -1407923 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1407996.000000 Penalty: 3314.163086
	Iteration 15Q: 3 clusters Score -1407996 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1408056.750000 Penalty: 3314.163086
	Iteration 16Q: 3 clusters Score -1408057 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1408107.000000 Penalty: 3314.163086
	Iteration 17Q: 3 clusters Score -1408107 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1408159.875000 Penalty: 3314.163086
	Iteration 18Q: 3 clusters Score -1408160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1408198.375000 Penalty: 3314.163086
	Iteration 19Q: 3 clusters Score -1408198 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1408237.375000 Penalty: 3314.163086
	Iteration 20F: 3 clusters Score -1408237 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1408258.125000 Penalty: 3314.163086
	Iteration 21Q: 3 clusters Score -1408258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1408275.375000 Penalty: 3314.163086
	Iteration 22Q: 3 clusters Score -1408275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1408289.000000 Penalty: 3314.163086
	Iteration 23Q: 3 clusters Score -1408289 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1408300.750000 Penalty: 3314.163086
	Iteration 24Q: 3 clusters Score -1408301 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1408311.250000 Penalty: 3314.163086
	Iteration 25Q: 3 clusters Score -1408311 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1408321.500000 Penalty: 3314.163086
	Iteration 26Q: 3 clusters Score -1408322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1408329.250000 Penalty: 3314.163086
	Iteration 27Q: 3 clusters Score -1408329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1408343.625000 Penalty: 3314.163086
	Iteration 28Q: 3 clusters Score -1408344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1408351.000000 Penalty: 3314.163086
	Iteration 29Q: 3 clusters Score -1408351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1408353.500000 Penalty: 3314.163086
	Iteration 30Q: 3 clusters Score -1408354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1408361.625000 Penalty: 3314.163086
	Iteration 31Q: 3 clusters Score -1408362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1408373.875000 Penalty: 3314.163086
	Iteration 32Q: 3 clusters Score -1408374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1408385.500000 Penalty: 3314.163086
	Iteration 33Q: 3 clusters Score -1408386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1408390.625000 Penalty: 3314.163086
	Iteration 34Q: 3 clusters Score -1408391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1408410.375000 Penalty: 3314.163086
	Iteration 35Q: 3 clusters Score -1408410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1408418.500000 Penalty: 3314.163086
	Iteration 36Q: 3 clusters Score -1408418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1408422.125000 Penalty: 3314.163086
	Iteration 37Q: 3 clusters Score -1408422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1408428.000000 Penalty: 3314.163086
	Iteration 38Q: 3 clusters Score -1408428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1408441.000000 Penalty: 3314.163086
	Iteration 39Q: 3 clusters Score -1408441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1408450.000000 Penalty: 3314.163086
	Iteration 40F: 3 clusters Score -1408450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1408460.125000 Penalty: 3314.163086
	Iteration 41Q: 3 clusters Score -1408460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1408482.750000 Penalty: 3314.163086
	Iteration 42Q: 3 clusters Score -1408483 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1408510.250000 Penalty: 3314.163086
	Iteration 43Q: 3 clusters Score -1408510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1408524.625000 Penalty: 3314.163086
	Iteration 44Q: 3 clusters Score -1408525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1408540.375000 Penalty: 3314.163086
	Iteration 45Q: 3 clusters Score -1408540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1408549.250000 Penalty: 3314.163086
	Iteration 46Q: 3 clusters Score -1408549 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1408570.000000 Penalty: 3314.163086
	Iteration 47Q: 3 clusters Score -1408570 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1408593.375000 Penalty: 3314.163086
	Iteration 48Q: 3 clusters Score -1408593 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1408618.375000 Penalty: 3314.163086
	Iteration 49Q: 3 clusters Score -1408618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1408650.125000 Penalty: 3314.163086
	Iteration 50Q: 3 clusters Score -1408650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1408687.625000 Penalty: 3314.163086
	Iteration 51Q: 3 clusters Score -1408688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1408726.250000 Penalty: 3314.163086
	Iteration 52Q: 3 clusters Score -1408726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1408767.500000 Penalty: 3314.163086
	Iteration 53Q: 3 clusters Score -1408768 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1408812.000000 Penalty: 3314.163086
	Iteration 54Q: 3 clusters Score -1408812 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1408851.000000 Penalty: 3314.163086
	Iteration 55Q: 3 clusters Score -1408851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1408901.000000 Penalty: 3314.163086
	Iteration 56Q: 3 clusters Score -1408901 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1408963.750000 Penalty: 3314.163086
	Iteration 57Q: 3 clusters Score -1408964 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1409021.750000 Penalty: 3314.163086
	Iteration 58Q: 3 clusters Score -1409022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1409079.625000 Penalty: 3314.163086
	Iteration 59Q: 3 clusters Score -1409080 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1409136.375000 Penalty: 3314.163086
	Iteration 60F: 3 clusters Score -1409136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1409208.375000 Penalty: 3314.163086
	Iteration 61Q: 3 clusters Score -1409208 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1409299.875000 Penalty: 3314.163086
	Iteration 62Q: 3 clusters Score -1409300 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1409384.625000 Penalty: 3314.163086
	Iteration 63Q: 3 clusters Score -1409385 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1409467.375000 Penalty: 3314.163086
	Iteration 64Q: 3 clusters Score -1409467 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1409535.875000 Penalty: 3314.163086
	Iteration 65Q: 3 clusters Score -1409536 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1409593.500000 Penalty: 3314.163086
	Iteration 66Q: 3 clusters Score -1409594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1409666.625000 Penalty: 3314.163086
	Iteration 67Q: 3 clusters Score -1409667 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1409729.250000 Penalty: 3314.163086
	Iteration 68Q: 3 clusters Score -1409729 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1409799.625000 Penalty: 3314.163086
	Iteration 69Q: 3 clusters Score -1409800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1409855.125000 Penalty: 3314.163086
	Iteration 70Q: 3 clusters Score -1409855 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1409913.750000 Penalty: 3314.163086
	Iteration 71Q: 3 clusters Score -1409914 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1409962.750000 Penalty: 3314.163086
	Iteration 72Q: 3 clusters Score -1409963 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1410016.250000 Penalty: 3314.163086
	Iteration 73Q: 3 clusters Score -1410016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1410061.750000 Penalty: 3314.163086
	Iteration 74Q: 3 clusters Score -1410062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1410114.375000 Penalty: 3314.163086
	Iteration 75Q: 3 clusters Score -1410114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1410149.125000 Penalty: 3314.163086
	Iteration 76Q: 3 clusters Score -1410149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1410168.250000 Penalty: 3314.163086
	Iteration 77Q: 3 clusters Score -1410168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1410195.750000 Penalty: 3314.163086
	Iteration 78Q: 3 clusters Score -1410196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1410223.375000 Penalty: 3314.163086
	Iteration 79Q: 3 clusters Score -1410223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1410257.000000 Penalty: 3314.163086
	Iteration 80F: 3 clusters Score -1410257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1410294.250000 Penalty: 3314.163086
	Iteration 81Q: 3 clusters Score -1410294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1410330.375000 Penalty: 3314.163086
	Iteration 82Q: 3 clusters Score -1410330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1410365.625000 Penalty: 3314.163086
	Iteration 83Q: 3 clusters Score -1410366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1410390.250000 Penalty: 3314.163086
	Iteration 84Q: 3 clusters Score -1410390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1410406.125000 Penalty: 3314.163086
	Iteration 85Q: 3 clusters Score -1410406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1410422.625000 Penalty: 3314.163086
	Iteration 86Q: 3 clusters Score -1410423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1410438.000000 Penalty: 3314.163086
	Iteration 87Q: 3 clusters Score -1410438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1410453.875000 Penalty: 3314.163086
	Iteration 88Q: 3 clusters Score -1410454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1410461.125000 Penalty: 3314.163086
	Iteration 89Q: 3 clusters Score -1410461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1410468.625000 Penalty: 3314.163086
	Iteration 90Q: 3 clusters Score -1410469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1410474.375000 Penalty: 3314.163086
	Iteration 91Q: 3 clusters Score -1410474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1410483.375000 Penalty: 3314.163086
	Iteration 92Q: 3 clusters Score -1410483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1410493.250000 Penalty: 3314.163086
	Iteration 93Q: 3 clusters Score -1410493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1410496.750000 Penalty: 3314.163086
	Iteration 94Q: 3 clusters Score -1410497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1410505.375000 Penalty: 3314.163086
	Iteration 95Q: 3 clusters Score -1410505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1410511.125000 Penalty: 3314.163086
	Iteration 96Q: 3 clusters Score -1410511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1410517.375000 Penalty: 3314.163086
	Iteration 97Q: 3 clusters Score -1410517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1410519.625000 Penalty: 3314.163086
	Iteration 98Q: 3 clusters Score -1410520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1410522.125000 Penalty: 3314.163086
	Iteration 99Q: 3 clusters Score -1410522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1410524.375000 Penalty: 3314.163086
	Iteration 100F: 3 clusters Score -1410524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1410526.750000 Penalty: 3314.163086
	Iteration 101Q: 3 clusters Score -1410527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1410531.250000 Penalty: 3314.163086
	Iteration 102Q: 3 clusters Score -1410531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1410533.875000 Penalty: 3314.163086
	Iteration 103Q: 3 clusters Score -1410534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1410537.250000 Penalty: 3314.163086
	Iteration 104Q: 3 clusters Score -1410537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1410537.625000 Penalty: 3314.163086
	Iteration 105Q: 3 clusters Score -1410538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1410537.125000 Penalty: 3314.163086
	Iteration 106Q: 3 clusters Score -1410537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1410536.250000 Penalty: 3314.163086
	Iteration 107Q: 3 clusters Score -1410536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1410535.750000 Penalty: 3314.163086
	Iteration 108Q: 3 clusters Score -1410536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1410536.875000 Penalty: 3314.163086
	Iteration 109Q: 3 clusters Score -1410537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1410537.625000 Penalty: 3314.163086
	Iteration 110Q: 3 clusters Score -1410538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1410537.625000 Penalty: 3314.163086
	Iteration 111Q: 3 clusters Score -1410538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1410536.375000 Penalty: 3314.163086
	Iteration 112Q: 3 clusters Score -1410536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1410538.375000 Penalty: 3314.163086
	Iteration 113Q: 3 clusters Score -1410538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1410539.250000 Penalty: 3314.163086
	Iteration 114Q: 3 clusters Score -1410539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1410539.250000 Penalty: 3314.163086
	Iteration 115F: 3 clusters Score -1410539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -196427.734375 Penalty: 1362.010376
	Iteration 0F: 2 clusters Score -196427.7 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 2226 members 
Entering Unmasked Estep 
Score: -192887.796875 Penalty: 2724.020752
	Iteration 0F: 3 clusters Score -192887.8 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -193824.875000 Penalty: 2724.020752
	Iteration 1F: 3 clusters Score -193824.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -193940.312500 Penalty: 2724.020752
	Iteration 2F: 3 clusters Score -193940.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -194012.312500 Penalty: 2724.020752
	Iteration 3Q: 3 clusters Score -194012.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -194080.703125 Penalty: 2724.020752
	Iteration 4Q: 3 clusters Score -194080.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -194151.375000 Penalty: 2724.020752
	Iteration 5Q: 3 clusters Score -194151.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -194221.000000 Penalty: 2724.020752
	Iteration 6Q: 3 clusters Score -194221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -194270.953125 Penalty: 2724.020752
	Iteration 7Q: 3 clusters Score -194271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -194317.750000 Penalty: 2724.020752
	Iteration 8Q: 3 clusters Score -194317.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -194365.312500 Penalty: 2724.020752
	Iteration 9Q: 3 clusters Score -194365.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -194427.359375 Penalty: 2724.020752
	Iteration 10Q: 3 clusters Score -194427.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -194495.171875 Penalty: 2724.020752
	Iteration 11Q: 3 clusters Score -194495.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -194562.250000 Penalty: 2724.020752
	Iteration 12Q: 3 clusters Score -194562.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -194623.062500 Penalty: 2724.020752
	Iteration 13Q: 3 clusters Score -194623.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -194680.765625 Penalty: 2724.020752
	Iteration 14Q: 3 clusters Score -194680.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -194738.937500 Penalty: 2724.020752
	Iteration 15Q: 3 clusters Score -194738.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -194791.531250 Penalty: 2724.020752
	Iteration 16Q: 3 clusters Score -194791.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -194841.921875 Penalty: 2724.020752
	Iteration 17Q: 3 clusters Score -194841.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -194902.359375 Penalty: 2724.020752
	Iteration 18Q: 3 clusters Score -194902.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -194977.500000 Penalty: 2724.020752
	Iteration 19Q: 3 clusters Score -194977.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -195052.687500 Penalty: 2724.020752
	Iteration 20F: 3 clusters Score -195052.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -195109.843750 Penalty: 2724.020752
	Iteration 21Q: 3 clusters Score -195109.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -195157.250000 Penalty: 2724.020752
	Iteration 22Q: 3 clusters Score -195157.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -195192.296875 Penalty: 2724.020752
	Iteration 23Q: 3 clusters Score -195192.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -195222.937500 Penalty: 2724.020752
	Iteration 24Q: 3 clusters Score -195222.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -195239.937500 Penalty: 2724.020752
	Iteration 25Q: 3 clusters Score -195239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -195247.531250 Penalty: 2724.020752
	Iteration 26Q: 3 clusters Score -195247.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -195259.500000 Penalty: 2724.020752
	Iteration 27Q: 3 clusters Score -195259.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -195270.765625 Penalty: 2724.020752
	Iteration 28Q: 3 clusters Score -195270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -195277.437500 Penalty: 2724.020752
	Iteration 29Q: 3 clusters Score -195277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -195282.781250 Penalty: 2724.020752
	Iteration 30Q: 3 clusters Score -195282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -195289.531250 Penalty: 2724.020752
	Iteration 31Q: 3 clusters Score -195289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -195295.406250 Penalty: 2724.020752
	Iteration 32Q: 3 clusters Score -195295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -195302.656250 Penalty: 2724.020752
	Iteration 33Q: 3 clusters Score -195302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -195308.937500 Penalty: 2724.020752
	Iteration 34Q: 3 clusters Score -195308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -195318.078125 Penalty: 2724.020752
	Iteration 35Q: 3 clusters Score -195318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -195323.218750 Penalty: 2724.020752
	Iteration 36Q: 3 clusters Score -195323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -195328.484375 Penalty: 2724.020752
	Iteration 37Q: 3 clusters Score -195328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -195333.578125 Penalty: 2724.020752
	Iteration 38Q: 3 clusters Score -195333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -195337.812500 Penalty: 2724.020752
	Iteration 39Q: 3 clusters Score -195337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -195341.812500 Penalty: 2724.020752
	Iteration 40F: 3 clusters Score -195341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -195344.718750 Penalty: 2724.020752
	Iteration 41Q: 3 clusters Score -195344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -195346.765625 Penalty: 2724.020752
	Iteration 42Q: 3 clusters Score -195346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -195348.406250 Penalty: 2724.020752
	Iteration 43Q: 3 clusters Score -195348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -195351.781250 Penalty: 2724.020752
	Iteration 44Q: 3 clusters Score -195351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -195356.171875 Penalty: 2724.020752
	Iteration 45Q: 3 clusters Score -195356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -195359.843750 Penalty: 2724.020752
	Iteration 46Q: 3 clusters Score -195359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -195362.500000 Penalty: 2724.020752
	Iteration 47Q: 3 clusters Score -195362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -195364.390625 Penalty: 2724.020752
	Iteration 48Q: 3 clusters Score -195364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -195367.171875 Penalty: 2724.020752
	Iteration 49Q: 3 clusters Score -195367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -195368.546875 Penalty: 2724.020752
	Iteration 50Q: 3 clusters Score -195368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -195371.093750 Penalty: 2724.020752
	Iteration 51Q: 3 clusters Score -195371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -195374.828125 Penalty: 2724.020752
	Iteration 52Q: 3 clusters Score -195374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -195378.687500 Penalty: 2724.020752
	Iteration 53Q: 3 clusters Score -195378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -195384.515625 Penalty: 2724.020752
	Iteration 54Q: 3 clusters Score -195384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -195386.875000 Penalty: 2724.020752
	Iteration 55Q: 3 clusters Score -195386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -195389.109375 Penalty: 2724.020752
	Iteration 56Q: 3 clusters Score -195389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -195394.953125 Penalty: 2724.020752
	Iteration 57Q: 3 clusters Score -195395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -195396.750000 Penalty: 2724.020752
	Iteration 58Q: 3 clusters Score -195396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -195400.265625 Penalty: 2724.020752
	Iteration 59Q: 3 clusters Score -195400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -195402.140625 Penalty: 2724.020752
	Iteration 60F: 3 clusters Score -195402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -195403.406250 Penalty: 2724.020752
	Iteration 61Q: 3 clusters Score -195403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -195404.609375 Penalty: 2724.020752
	Iteration 62Q: 3 clusters Score -195404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -195406.078125 Penalty: 2724.020752
	Iteration 63Q: 3 clusters Score -195406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -195406.078125 Penalty: 2724.020752
	Iteration 64F: 3 clusters Score -195406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -1027352.187500 Penalty: 1604.073608
	Iteration 0F: 2 clusters Score -1027352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1014175.250000 Penalty: 3208.147217
	Iteration 0F: 3 clusters Score -1014175 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1018892.500000 Penalty: 3208.147217
	Iteration 1F: 3 clusters Score -1018892 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1019253.875000 Penalty: 3208.147217
	Iteration 2F: 3 clusters Score -1019254 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1019619.937500 Penalty: 3208.147217
	Iteration 3Q: 3 clusters Score -1019620 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1020104.812500 Penalty: 3208.147217
	Iteration 4F: 3 clusters Score -1020105 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1020885.500000 Penalty: 3208.147217
	Iteration 5F: 3 clusters Score -1020886 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1021977.500000 Penalty: 3208.147217
	Iteration 6F: 3 clusters Score -1021978 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1023255.125000 Penalty: 3208.147217
	Iteration 7F: 3 clusters Score -1023255 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1024351.812500 Penalty: 3208.147217
	Iteration 8F: 3 clusters Score -1024352 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1025109.562500 Penalty: 3208.147217
	Iteration 9Q: 3 clusters Score -1025110 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1025525.375000 Penalty: 3208.147217
	Iteration 10Q: 3 clusters Score -1025525 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1025719.687500 Penalty: 3208.147217
	Iteration 11Q: 3 clusters Score -1025720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1025811.312500 Penalty: 3208.147217
	Iteration 12Q: 3 clusters Score -1025811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1025855.875000 Penalty: 3208.147217
	Iteration 13Q: 3 clusters Score -1025856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1025881.437500 Penalty: 3208.147217
	Iteration 14Q: 3 clusters Score -1025881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1025895.937500 Penalty: 3208.147217
	Iteration 15Q: 3 clusters Score -1025896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1025914.437500 Penalty: 3208.147217
	Iteration 16Q: 3 clusters Score -1025914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1025929.500000 Penalty: 3208.147217
	Iteration 17Q: 3 clusters Score -1025930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1025939.812500 Penalty: 3208.147217
	Iteration 18Q: 3 clusters Score -1025940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1025942.500000 Penalty: 3208.147217
	Iteration 19Q: 3 clusters Score -1025942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1025944.562500 Penalty: 3208.147217
	Iteration 20F: 3 clusters Score -1025945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1025947.250000 Penalty: 3208.147217
	Iteration 21Q: 3 clusters Score -1025947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1025947.250000 Penalty: 3208.147217
	Iteration 22F: 3 clusters Score -1025947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -539721.062500 Penalty: 1501.389038
	Iteration 0F: 2 clusters Score -539721.1 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 5147 members 
Entering Unmasked Estep 
Score: -532226.375000 Penalty: 3002.778076
	Iteration 0F: 3 clusters Score -532226.4 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -534712.187500 Penalty: 3002.778076
	Iteration 1F: 3 clusters Score -534712.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -534925.312500 Penalty: 3002.778076
	Iteration 2F: 3 clusters Score -534925.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -535089.937500 Penalty: 3002.778076
	Iteration 3Q: 3 clusters Score -535089.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -535228.500000 Penalty: 3002.778076
	Iteration 4Q: 3 clusters Score -535228.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -535341.812500 Penalty: 3002.778076
	Iteration 5Q: 3 clusters Score -535341.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -535465.062500 Penalty: 3002.778076
	Iteration 6Q: 3 clusters Score -535465.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -535613.875000 Penalty: 3002.778076
	Iteration 7Q: 3 clusters Score -535613.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -535818.937500 Penalty: 3002.778076
	Iteration 8Q: 3 clusters Score -535818.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -536062.250000 Penalty: 3002.778076
	Iteration 9Q: 3 clusters Score -536062.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -536379.875000 Penalty: 3002.778076
	Iteration 10Q: 3 clusters Score -536379.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -536735.562500 Penalty: 3002.778076
	Iteration 11Q: 3 clusters Score -536735.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -537061.062500 Penalty: 3002.778076
	Iteration 12Q: 3 clusters Score -537061.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -537353.437500 Penalty: 3002.778076
	Iteration 13Q: 3 clusters Score -537353.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -537590.562500 Penalty: 3002.778076
	Iteration 14Q: 3 clusters Score -537590.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -537749.437500 Penalty: 3002.778076
	Iteration 15Q: 3 clusters Score -537749.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -537851.687500 Penalty: 3002.778076
	Iteration 16Q: 3 clusters Score -537851.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -537945.937500 Penalty: 3002.778076
	Iteration 17Q: 3 clusters Score -537945.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -538014.937500 Penalty: 3002.778076
	Iteration 18Q: 3 clusters Score -538014.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -538064.125000 Penalty: 3002.778076
	Iteration 19Q: 3 clusters Score -538064.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -538098.250000 Penalty: 3002.778076
	Iteration 20F: 3 clusters Score -538098.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -538134.125000 Penalty: 3002.778076
	Iteration 21Q: 3 clusters Score -538134.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -538161.875000 Penalty: 3002.778076
	Iteration 22Q: 3 clusters Score -538161.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -538185.125000 Penalty: 3002.778076
	Iteration 23Q: 3 clusters Score -538185.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -538210.125000 Penalty: 3002.778076
	Iteration 24Q: 3 clusters Score -538210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -538230.562500 Penalty: 3002.778076
	Iteration 25Q: 3 clusters Score -538230.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -538248.000000 Penalty: 3002.778076
	Iteration 26Q: 3 clusters Score -538248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -538270.875000 Penalty: 3002.778076
	Iteration 27Q: 3 clusters Score -538270.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -538287.437500 Penalty: 3002.778076
	Iteration 28Q: 3 clusters Score -538287.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -538299.312500 Penalty: 3002.778076
	Iteration 29Q: 3 clusters Score -538299.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -538308.937500 Penalty: 3002.778076
	Iteration 30Q: 3 clusters Score -538308.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -538317.625000 Penalty: 3002.778076
	Iteration 31Q: 3 clusters Score -538317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -538324.937500 Penalty: 3002.778076
	Iteration 32Q: 3 clusters Score -538324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -538332.062500 Penalty: 3002.778076
	Iteration 33Q: 3 clusters Score -538332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -538337.875000 Penalty: 3002.778076
	Iteration 34Q: 3 clusters Score -538337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -538340.937500 Penalty: 3002.778076
	Iteration 35Q: 3 clusters Score -538340.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -538343.312500 Penalty: 3002.778076
	Iteration 36Q: 3 clusters Score -538343.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -538344.937500 Penalty: 3002.778076
	Iteration 37Q: 3 clusters Score -538344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -538348.750000 Penalty: 3002.778076
	Iteration 38Q: 3 clusters Score -538348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -538353.500000 Penalty: 3002.778076
	Iteration 39Q: 3 clusters Score -538353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -538354.937500 Penalty: 3002.778076
	Iteration 40F: 3 clusters Score -538354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -538357.625000 Penalty: 3002.778076
	Iteration 41Q: 3 clusters Score -538357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -538362.375000 Penalty: 3002.778076
	Iteration 42Q: 3 clusters Score -538362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -538368.312500 Penalty: 3002.778076
	Iteration 43Q: 3 clusters Score -538368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -538372.500000 Penalty: 3002.778076
	Iteration 44Q: 3 clusters Score -538372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -538376.125000 Penalty: 3002.778076
	Iteration 45Q: 3 clusters Score -538376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -538378.750000 Penalty: 3002.778076
	Iteration 46Q: 3 clusters Score -538378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -538380.062500 Penalty: 3002.778076
	Iteration 47Q: 3 clusters Score -538380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -538381.687500 Penalty: 3002.778076
	Iteration 48Q: 3 clusters Score -538381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -538381.812500 Penalty: 3002.778076
	Iteration 49Q: 3 clusters Score -538381.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -538381.812500 Penalty: 3002.778076
	Iteration 50F: 3 clusters Score -538381.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -68663.296875 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -68663.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -66864.773438 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -66864.77 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -67182.304688 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -67182.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -67278.421875 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -67278.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -67334.195312 Penalty: 2379.601074
	Iteration 3Q: 3 clusters Score -67334.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -67380.765625 Penalty: 2379.601074
	Iteration 4Q: 3 clusters Score -67380.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -67405.929688 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -67405.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -67425.203125 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -67425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -67440.632812 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -67440.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -67449.015625 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -67449.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -67456.570312 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -67456.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -67467.468750 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -67467.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -67483.070312 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -67483.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67495.710938 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -67495.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -67504.445312 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -67504.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -67510.906250 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -67510.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -67515.828125 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -67515.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -67522.296875 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -67522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67523.406250 Penalty: 2379.601074
	Iteration 17Q: 3 clusters Score -67523.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67524.218750 Penalty: 2379.601074
	Iteration 18Q: 3 clusters Score -67524.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -67524.218750 Penalty: 2379.601074
	Iteration 19F: 3 clusters Score -67524.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Entering Unmasked Estep 
Score: -1064163.250000 Penalty: 1611.102539
	Iteration 0F: 2 clusters Score -1064163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1050390.500000 Penalty: 3222.205078
	Iteration 0F: 3 clusters Score -1050390 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1055535.125000 Penalty: 3222.205078
	Iteration 1F: 3 clusters Score -1055535 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1055964.875000 Penalty: 3222.205078
	Iteration 2F: 3 clusters Score -1055965 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1056394.375000 Penalty: 3222.205078
	Iteration 3F: 3 clusters Score -1056394 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1056847.000000 Penalty: 3222.205078
	Iteration 4F: 3 clusters Score -1056847 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1057245.000000 Penalty: 3222.205078
	Iteration 5Q: 3 clusters Score -1057245 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1057641.875000 Penalty: 3222.205078
	Iteration 6Q: 3 clusters Score -1057642 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1058064.375000 Penalty: 3222.205078
	Iteration 7Q: 3 clusters Score -1058064 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1058539.250000 Penalty: 3222.205078
	Iteration 8Q: 3 clusters Score -1058539 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1059018.250000 Penalty: 3222.205078
	Iteration 9Q: 3 clusters Score -1059018 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1059468.125000 Penalty: 3222.205078
	Iteration 10Q: 3 clusters Score -1059468 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1059940.500000 Penalty: 3222.205078
	Iteration 11Q: 3 clusters Score -1059940 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1060374.125000 Penalty: 3222.205078
	Iteration 12Q: 3 clusters Score -1060374 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1060708.375000 Penalty: 3222.205078
	Iteration 13Q: 3 clusters Score -1060708 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1060972.250000 Penalty: 3222.205078
	Iteration 14Q: 3 clusters Score -1060972 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1061172.125000 Penalty: 3222.205078
	Iteration 15Q: 3 clusters Score -1061172 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1061322.250000 Penalty: 3222.205078
	Iteration 16Q: 3 clusters Score -1061322 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1061433.375000 Penalty: 3222.205078
	Iteration 17Q: 3 clusters Score -1061433 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1061537.875000 Penalty: 3222.205078
	Iteration 18Q: 3 clusters Score -1061538 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1061636.125000 Penalty: 3222.205078
	Iteration 19Q: 3 clusters Score -1061636 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1061726.875000 Penalty: 3222.205078
	Iteration 20F: 3 clusters Score -1061727 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1061813.125000 Penalty: 3222.205078
	Iteration 21Q: 3 clusters Score -1061813 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1061880.875000 Penalty: 3222.205078
	Iteration 22Q: 3 clusters Score -1061881 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1061944.250000 Penalty: 3222.205078
	Iteration 23Q: 3 clusters Score -1061944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1062001.375000 Penalty: 3222.205078
	Iteration 24Q: 3 clusters Score -1062001 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1062050.875000 Penalty: 3222.205078
	Iteration 25Q: 3 clusters Score -1062051 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1062089.750000 Penalty: 3222.205078
	Iteration 26Q: 3 clusters Score -1062090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1062129.500000 Penalty: 3222.205078
	Iteration 27Q: 3 clusters Score -1062130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1062171.625000 Penalty: 3222.205078
	Iteration 28Q: 3 clusters Score -1062172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1062213.125000 Penalty: 3222.205078
	Iteration 29Q: 3 clusters Score -1062213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1062245.625000 Penalty: 3222.205078
	Iteration 30Q: 3 clusters Score -1062246 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1062278.000000 Penalty: 3222.205078
	Iteration 31Q: 3 clusters Score -1062278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1062324.375000 Penalty: 3222.205078
	Iteration 32Q: 3 clusters Score -1062324 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1062368.500000 Penalty: 3222.205078
	Iteration 33Q: 3 clusters Score -1062368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1062406.375000 Penalty: 3222.205078
	Iteration 34Q: 3 clusters Score -1062406 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1062456.250000 Penalty: 3222.205078
	Iteration 35Q: 3 clusters Score -1062456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1062506.875000 Penalty: 3222.205078
	Iteration 36Q: 3 clusters Score -1062507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1062554.000000 Penalty: 3222.205078
	Iteration 37Q: 3 clusters Score -1062554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1062596.375000 Penalty: 3222.205078
	Iteration 38Q: 3 clusters Score -1062596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1062622.000000 Penalty: 3222.205078
	Iteration 39Q: 3 clusters Score -1062622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1062639.500000 Penalty: 3222.205078
	Iteration 40F: 3 clusters Score -1062640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1062652.250000 Penalty: 3222.205078
	Iteration 41Q: 3 clusters Score -1062652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1062666.750000 Penalty: 3222.205078
	Iteration 42Q: 3 clusters Score -1062667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1062677.125000 Penalty: 3222.205078
	Iteration 43Q: 3 clusters Score -1062677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1062684.000000 Penalty: 3222.205078
	Iteration 44Q: 3 clusters Score -1062684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1062695.875000 Penalty: 3222.205078
	Iteration 45Q: 3 clusters Score -1062696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1062717.750000 Penalty: 3222.205078
	Iteration 46Q: 3 clusters Score -1062718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1062729.375000 Penalty: 3222.205078
	Iteration 47Q: 3 clusters Score -1062729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1062740.625000 Penalty: 3222.205078
	Iteration 48Q: 3 clusters Score -1062741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1062751.375000 Penalty: 3222.205078
	Iteration 49Q: 3 clusters Score -1062751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1062759.500000 Penalty: 3222.205078
	Iteration 50Q: 3 clusters Score -1062760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1062767.625000 Penalty: 3222.205078
	Iteration 51Q: 3 clusters Score -1062768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1062771.500000 Penalty: 3222.205078
	Iteration 52Q: 3 clusters Score -1062772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1062779.500000 Penalty: 3222.205078
	Iteration 53Q: 3 clusters Score -1062780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1062785.500000 Penalty: 3222.205078
	Iteration 54Q: 3 clusters Score -1062786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1062789.375000 Penalty: 3222.205078
	Iteration 55Q: 3 clusters Score -1062789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1062796.375000 Penalty: 3222.205078
	Iteration 56Q: 3 clusters Score -1062796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1062797.750000 Penalty: 3222.205078
	Iteration 57Q: 3 clusters Score -1062798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1062798.625000 Penalty: 3222.205078
	Iteration 58Q: 3 clusters Score -1062799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1062802.875000 Penalty: 3222.205078
	Iteration 59Q: 3 clusters Score -1062803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1062804.125000 Penalty: 3222.205078
	Iteration 60F: 3 clusters Score -1062804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1062808.375000 Penalty: 3222.205078
	Iteration 61Q: 3 clusters Score -1062808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1062812.500000 Penalty: 3222.205078
	Iteration 62Q: 3 clusters Score -1062812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1062816.625000 Penalty: 3222.205078
	Iteration 63Q: 3 clusters Score -1062817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1062820.125000 Penalty: 3222.205078
	Iteration 64Q: 3 clusters Score -1062820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1062823.500000 Penalty: 3222.205078
	Iteration 65Q: 3 clusters Score -1062824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1062825.000000 Penalty: 3222.205078
	Iteration 66Q: 3 clusters Score -1062825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1062834.375000 Penalty: 3222.205078
	Iteration 67Q: 3 clusters Score -1062834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1062837.125000 Penalty: 3222.205078
	Iteration 68Q: 3 clusters Score -1062837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1062839.000000 Penalty: 3222.205078
	Iteration 69Q: 3 clusters Score -1062839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1062841.375000 Penalty: 3222.205078
	Iteration 70Q: 3 clusters Score -1062841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1062842.500000 Penalty: 3222.205078
	Iteration 71Q: 3 clusters Score -1062842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1062842.500000 Penalty: 3222.205078
	Iteration 72F: 3 clusters Score -1062842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Entering Unmasked Estep 
Score: -871420.312500 Penalty: 1576.770996
	Iteration 0F: 2 clusters Score -871420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -860132.875000 Penalty: 3153.541992
	Iteration 0F: 3 clusters Score -860132.9 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -864159.000000 Penalty: 3153.541992
	Iteration 1F: 3 clusters Score -864159 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -864596.750000 Penalty: 3153.541992
	Iteration 2F: 3 clusters Score -864596.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -865112.062500 Penalty: 3153.541992
	Iteration 3F: 3 clusters Score -865112.1 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -865802.562500 Penalty: 3153.541992
	Iteration 4F: 3 clusters Score -865802.6 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -866646.062500 Penalty: 3153.541992
	Iteration 5F: 3 clusters Score -866646.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -867462.375000 Penalty: 3153.541992
	Iteration 6F: 3 clusters Score -867462.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -868234.062500 Penalty: 3153.541992
	Iteration 7F: 3 clusters Score -868234.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -868827.312500 Penalty: 3153.541992
	Iteration 8Q: 3 clusters Score -868827.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -869251.000000 Penalty: 3153.541992
	Iteration 9Q: 3 clusters Score -869251 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -869581.250000 Penalty: 3153.541992
	Iteration 10Q: 3 clusters Score -869581.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -869770.312500 Penalty: 3153.541992
	Iteration 11Q: 3 clusters Score -869770.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -869865.937500 Penalty: 3153.541992
	Iteration 12Q: 3 clusters Score -869865.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -869927.937500 Penalty: 3153.541992
	Iteration 13Q: 3 clusters Score -869927.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -869974.062500 Penalty: 3153.541992
	Iteration 14Q: 3 clusters Score -869974.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -870006.500000 Penalty: 3153.541992
	Iteration 15Q: 3 clusters Score -870006.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -870022.625000 Penalty: 3153.541992
	Iteration 16Q: 3 clusters Score -870022.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -870041.312500 Penalty: 3153.541992
	Iteration 17Q: 3 clusters Score -870041.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -870056.562500 Penalty: 3153.541992
	Iteration 18Q: 3 clusters Score -870056.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -870065.937500 Penalty: 3153.541992
	Iteration 19Q: 3 clusters Score -870065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -870075.312500 Penalty: 3153.541992
	Iteration 20F: 3 clusters Score -870075.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -870079.500000 Penalty: 3153.541992
	Iteration 21Q: 3 clusters Score -870079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -870084.687500 Penalty: 3153.541992
	Iteration 22Q: 3 clusters Score -870084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -870085.562500 Penalty: 3153.541992
	Iteration 23Q: 3 clusters Score -870085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -870085.562500 Penalty: 3153.541992
	Iteration 24F: 3 clusters Score -870085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -342988.437500 Penalty: 1438.651001
	Iteration 0F: 2 clusters Score -342988.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -337839.843750 Penalty: 2877.302002
	Iteration 0F: 3 clusters Score -337839.8 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -339384.843750 Penalty: 2877.302002
	Iteration 1F: 3 clusters Score -339384.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -339618.531250 Penalty: 2877.302002
	Iteration 2F: 3 clusters Score -339618.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -339846.437500 Penalty: 2877.302002
	Iteration 3F: 3 clusters Score -339846.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -340188.250000 Penalty: 2877.302002
	Iteration 4F: 3 clusters Score -340188.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -340633.343750 Penalty: 2877.302002
	Iteration 5F: 3 clusters Score -340633.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -341071.593750 Penalty: 2877.302002
	Iteration 6F: 3 clusters Score -341071.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -341471.531250 Penalty: 2877.302002
	Iteration 7F: 3 clusters Score -341471.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -341756.906250 Penalty: 2877.302002
	Iteration 8F: 3 clusters Score -341756.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -341972.312500 Penalty: 2877.302002
	Iteration 9Q: 3 clusters Score -341972.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -342111.375000 Penalty: 2877.302002
	Iteration 10Q: 3 clusters Score -342111.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -342184.125000 Penalty: 2877.302002
	Iteration 11Q: 3 clusters Score -342184.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -342226.125000 Penalty: 2877.302002
	Iteration 12Q: 3 clusters Score -342226.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -342258.031250 Penalty: 2877.302002
	Iteration 13Q: 3 clusters Score -342258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -342280.812500 Penalty: 2877.302002
	Iteration 14Q: 3 clusters Score -342280.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -342300.656250 Penalty: 2877.302002
	Iteration 15Q: 3 clusters Score -342300.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -342313.281250 Penalty: 2877.302002
	Iteration 16Q: 3 clusters Score -342313.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -342321.218750 Penalty: 2877.302002
	Iteration 17Q: 3 clusters Score -342321.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -342329.250000 Penalty: 2877.302002
	Iteration 18Q: 3 clusters Score -342329.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -342333.750000 Penalty: 2877.302002
	Iteration 19Q: 3 clusters Score -342333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -342339.531250 Penalty: 2877.302002
	Iteration 20F: 3 clusters Score -342339.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -342344.062500 Penalty: 2877.302002
	Iteration 21Q: 3 clusters Score -342344.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -342348.593750 Penalty: 2877.302002
	Iteration 22Q: 3 clusters Score -342348.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -342352.406250 Penalty: 2877.302002
	Iteration 23Q: 3 clusters Score -342352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -342355.031250 Penalty: 2877.302002
	Iteration 24Q: 3 clusters Score -342355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -342357.375000 Penalty: 2877.302002
	Iteration 25Q: 3 clusters Score -342357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -342358.000000 Penalty: 2877.302002
	Iteration 26Q: 3 clusters Score -342358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -342359.906250 Penalty: 2877.302002
	Iteration 27Q: 3 clusters Score -342359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -342360.093750 Penalty: 2877.302002
	Iteration 28Q: 3 clusters Score -342360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -342361.593750 Penalty: 2877.302002
	Iteration 29Q: 3 clusters Score -342361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -342362.000000 Penalty: 2877.302002
	Iteration 30Q: 3 clusters Score -342362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -342363.625000 Penalty: 2877.302002
	Iteration 31Q: 3 clusters Score -342363.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -342365.375000 Penalty: 2877.302002
	Iteration 32Q: 3 clusters Score -342365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -342369.625000 Penalty: 2877.302002
	Iteration 33Q: 3 clusters Score -342369.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -342371.750000 Penalty: 2877.302002
	Iteration 34Q: 3 clusters Score -342371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -342374.500000 Penalty: 2877.302002
	Iteration 35Q: 3 clusters Score -342374.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -342376.718750 Penalty: 2877.302002
	Iteration 36Q: 3 clusters Score -342376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342379.156250 Penalty: 2877.302002
	Iteration 37Q: 3 clusters Score -342379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -342381.031250 Penalty: 2877.302002
	Iteration 38Q: 3 clusters Score -342381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342382.812500 Penalty: 2877.302002
	Iteration 39Q: 3 clusters Score -342382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -342384.500000 Penalty: 2877.302002
	Iteration 40F: 3 clusters Score -342384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -342385.750000 Penalty: 2877.302002
	Iteration 41Q: 3 clusters Score -342385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342387.156250 Penalty: 2877.302002
	Iteration 42Q: 3 clusters Score -342387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342388.281250 Penalty: 2877.302002
	Iteration 43Q: 3 clusters Score -342388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -342389.281250 Penalty: 2877.302002
	Iteration 44Q: 3 clusters Score -342389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -342389.750000 Penalty: 2877.302002
	Iteration 45Q: 3 clusters Score -342389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342390.812500 Penalty: 2877.302002
	Iteration 46Q: 3 clusters Score -342390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -342390.750000 Penalty: 2877.302002
	Iteration 47Q: 3 clusters Score -342390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -342390.500000 Penalty: 2877.302002
	Iteration 48Q: 3 clusters Score -342390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -342390.718750 Penalty: 2877.302002
	Iteration 49Q: 3 clusters Score -342390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -342390.718750 Penalty: 2877.302002
	Iteration 50F: 3 clusters Score -342390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -146276.609375 Penalty: 1291.382812
	Iteration 0F: 2 clusters Score -146276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -143656.906250 Penalty: 2582.765625
	Iteration 0F: 3 clusters Score -143656.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -144293.593750 Penalty: 2582.765625
	Iteration 1F: 3 clusters Score -144293.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -144444.687500 Penalty: 2582.765625
	Iteration 2F: 3 clusters Score -144444.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -144517.390625 Penalty: 2582.765625
	Iteration 3F: 3 clusters Score -144517.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -144560.390625 Penalty: 2582.765625
	Iteration 4Q: 3 clusters Score -144560.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -144594.312500 Penalty: 2582.765625
	Iteration 5Q: 3 clusters Score -144594.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -144624.515625 Penalty: 2582.765625
	Iteration 6Q: 3 clusters Score -144624.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -144656.843750 Penalty: 2582.765625
	Iteration 7Q: 3 clusters Score -144656.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -144677.718750 Penalty: 2582.765625
	Iteration 8Q: 3 clusters Score -144677.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -144694.687500 Penalty: 2582.765625
	Iteration 9Q: 3 clusters Score -144694.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -144713.765625 Penalty: 2582.765625
	Iteration 10Q: 3 clusters Score -144713.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -144733.640625 Penalty: 2582.765625
	Iteration 11Q: 3 clusters Score -144733.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -144748.812500 Penalty: 2582.765625
	Iteration 12Q: 3 clusters Score -144748.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -144759.796875 Penalty: 2582.765625
	Iteration 13Q: 3 clusters Score -144759.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -144770.187500 Penalty: 2582.765625
	Iteration 14Q: 3 clusters Score -144770.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -144783.328125 Penalty: 2582.765625
	Iteration 15Q: 3 clusters Score -144783.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -144799.187500 Penalty: 2582.765625
	Iteration 16Q: 3 clusters Score -144799.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -144818.343750 Penalty: 2582.765625
	Iteration 17Q: 3 clusters Score -144818.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -144834.890625 Penalty: 2582.765625
	Iteration 18Q: 3 clusters Score -144834.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -144852.953125 Penalty: 2582.765625
	Iteration 19Q: 3 clusters Score -144853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -144871.640625 Penalty: 2582.765625
	Iteration 20F: 3 clusters Score -144871.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -144887.953125 Penalty: 2582.765625
	Iteration 21Q: 3 clusters Score -144888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -144912.890625 Penalty: 2582.765625
	Iteration 22Q: 3 clusters Score -144912.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -144936.296875 Penalty: 2582.765625
	Iteration 23Q: 3 clusters Score -144936.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -144960.328125 Penalty: 2582.765625
	Iteration 24Q: 3 clusters Score -144960.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -144983.125000 Penalty: 2582.765625
	Iteration 25Q: 3 clusters Score -144983.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -145008.500000 Penalty: 2582.765625
	Iteration 26Q: 3 clusters Score -145008.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -145035.234375 Penalty: 2582.765625
	Iteration 27Q: 3 clusters Score -145035.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -145056.906250 Penalty: 2582.765625
	Iteration 28Q: 3 clusters Score -145056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -145066.968750 Penalty: 2582.765625
	Iteration 29Q: 3 clusters Score -145067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -145076.515625 Penalty: 2582.765625
	Iteration 30Q: 3 clusters Score -145076.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -145088.468750 Penalty: 2582.765625
	Iteration 31Q: 3 clusters Score -145088.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -145097.281250 Penalty: 2582.765625
	Iteration 32Q: 3 clusters Score -145097.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -145106.562500 Penalty: 2582.765625
	Iteration 33Q: 3 clusters Score -145106.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -145115.781250 Penalty: 2582.765625
	Iteration 34Q: 3 clusters Score -145115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -145120.265625 Penalty: 2582.765625
	Iteration 35Q: 3 clusters Score -145120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -145123.671875 Penalty: 2582.765625
	Iteration 36Q: 3 clusters Score -145123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -145124.125000 Penalty: 2582.765625
	Iteration 37Q: 3 clusters Score -145124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -145124.234375 Penalty: 2582.765625
	Iteration 38Q: 3 clusters Score -145124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -145124.703125 Penalty: 2582.765625
	Iteration 39Q: 3 clusters Score -145124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -145125.750000 Penalty: 2582.765625
	Iteration 40F: 3 clusters Score -145125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -145128.125000 Penalty: 2582.765625
	Iteration 41Q: 3 clusters Score -145128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -145129.609375 Penalty: 2582.765625
	Iteration 42Q: 3 clusters Score -145129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -145130.031250 Penalty: 2582.765625
	Iteration 43Q: 3 clusters Score -145130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -145131.750000 Penalty: 2582.765625
	Iteration 44Q: 3 clusters Score -145131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -145134.171875 Penalty: 2582.765625
	Iteration 45Q: 3 clusters Score -145134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -145136.312500 Penalty: 2582.765625
	Iteration 46Q: 3 clusters Score -145136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -145140.468750 Penalty: 2582.765625
	Iteration 47Q: 3 clusters Score -145140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -145146.406250 Penalty: 2582.765625
	Iteration 48Q: 3 clusters Score -145146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -145153.406250 Penalty: 2582.765625
	Iteration 49Q: 3 clusters Score -145153.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -145161.359375 Penalty: 2582.765625
	Iteration 50Q: 3 clusters Score -145161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -145167.390625 Penalty: 2582.765625
	Iteration 51Q: 3 clusters Score -145167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -145173.812500 Penalty: 2582.765625
	Iteration 52Q: 3 clusters Score -145173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -145178.046875 Penalty: 2582.765625
	Iteration 53Q: 3 clusters Score -145178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -145182.687500 Penalty: 2582.765625
	Iteration 54Q: 3 clusters Score -145182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -145187.859375 Penalty: 2582.765625
	Iteration 55Q: 3 clusters Score -145187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -145192.375000 Penalty: 2582.765625
	Iteration 56Q: 3 clusters Score -145192.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -145197.515625 Penalty: 2582.765625
	Iteration 57Q: 3 clusters Score -145197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -145203.984375 Penalty: 2582.765625
	Iteration 58Q: 3 clusters Score -145204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -145211.203125 Penalty: 2582.765625
	Iteration 59Q: 3 clusters Score -145211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -145217.640625 Penalty: 2582.765625
	Iteration 60F: 3 clusters Score -145217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -145223.671875 Penalty: 2582.765625
	Iteration 61Q: 3 clusters Score -145223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -145231.218750 Penalty: 2582.765625
	Iteration 62Q: 3 clusters Score -145231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -145236.843750 Penalty: 2582.765625
	Iteration 63Q: 3 clusters Score -145236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -145239.468750 Penalty: 2582.765625
	Iteration 64Q: 3 clusters Score -145239.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -145243.031250 Penalty: 2582.765625
	Iteration 65Q: 3 clusters Score -145243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -145246.140625 Penalty: 2582.765625
	Iteration 66Q: 3 clusters Score -145246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -145251.031250 Penalty: 2582.765625
	Iteration 67Q: 3 clusters Score -145251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -145257.562500 Penalty: 2582.765625
	Iteration 68Q: 3 clusters Score -145257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -145262.343750 Penalty: 2582.765625
	Iteration 69Q: 3 clusters Score -145262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -145265.046875 Penalty: 2582.765625
	Iteration 70Q: 3 clusters Score -145265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -145269.656250 Penalty: 2582.765625
	Iteration 71Q: 3 clusters Score -145269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -145275.406250 Penalty: 2582.765625
	Iteration 72Q: 3 clusters Score -145275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -145278.406250 Penalty: 2582.765625
	Iteration 73Q: 3 clusters Score -145278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -145282.031250 Penalty: 2582.765625
	Iteration 74Q: 3 clusters Score -145282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -145283.515625 Penalty: 2582.765625
	Iteration 75Q: 3 clusters Score -145283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -145285.734375 Penalty: 2582.765625
	Iteration 76Q: 3 clusters Score -145285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -145287.671875 Penalty: 2582.765625
	Iteration 77Q: 3 clusters Score -145287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -145292.828125 Penalty: 2582.765625
	Iteration 78Q: 3 clusters Score -145292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -145298.312500 Penalty: 2582.765625
	Iteration 79Q: 3 clusters Score -145298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -145303.218750 Penalty: 2582.765625
	Iteration 80F: 3 clusters Score -145303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -145307.875000 Penalty: 2582.765625
	Iteration 81Q: 3 clusters Score -145307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -145310.453125 Penalty: 2582.765625
	Iteration 82Q: 3 clusters Score -145310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -145312.187500 Penalty: 2582.765625
	Iteration 83Q: 3 clusters Score -145312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -145312.875000 Penalty: 2582.765625
	Iteration 84Q: 3 clusters Score -145312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -145312.906250 Penalty: 2582.765625
	Iteration 85Q: 3 clusters Score -145312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -145313.328125 Penalty: 2582.765625
	Iteration 86Q: 3 clusters Score -145313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -145313.750000 Penalty: 2582.765625
	Iteration 87Q: 3 clusters Score -145313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -145313.750000 Penalty: 2582.765625
	Iteration 88F: 3 clusters Score -145313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Entering Unmasked Estep 
Score: -2308238.500000 Penalty: 1737.536987
	Iteration 0F: 2 clusters Score -2308238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2279070.750000 Penalty: 3475.073975
	Iteration 0F: 3 clusters Score -2279071 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2290833.250000 Penalty: 3475.073975
	Iteration 1F: 3 clusters Score -2290833 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2291824.750000 Penalty: 3475.073975
	Iteration 2F: 3 clusters Score -2291825 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2293377.250000 Penalty: 3475.073975
	Iteration 3F: 3 clusters Score -2293377 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2295873.000000 Penalty: 3475.073975
	Iteration 4F: 3 clusters Score -2295873 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2299358.750000 Penalty: 3475.073975
	Iteration 5F: 3 clusters Score -2299359 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2302923.250000 Penalty: 3475.073975
	Iteration 6F: 3 clusters Score -2302923 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2305149.750000 Penalty: 3475.073975
	Iteration 7F: 3 clusters Score -2305150 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2306122.250000 Penalty: 3475.073975
	Iteration 8Q: 3 clusters Score -2306122 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2306466.250000 Penalty: 3475.073975
	Iteration 9Q: 3 clusters Score -2306466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2306600.250000 Penalty: 3475.073975
	Iteration 10Q: 3 clusters Score -2306600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2306654.500000 Penalty: 3475.073975
	Iteration 11Q: 3 clusters Score -2306654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2306681.750000 Penalty: 3475.073975
	Iteration 12Q: 3 clusters Score -2306682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2306696.000000 Penalty: 3475.073975
	Iteration 13Q: 3 clusters Score -2306696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2306700.500000 Penalty: 3475.073975
	Iteration 14Q: 3 clusters Score -2306700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2306705.000000 Penalty: 3475.073975
	Iteration 15Q: 3 clusters Score -2306705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2306714.000000 Penalty: 3475.073975
	Iteration 16Q: 3 clusters Score -2306714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2306715.250000 Penalty: 3475.073975
	Iteration 17Q: 3 clusters Score -2306715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2306714.250000 Penalty: 3475.073975
	Iteration 18Q: 3 clusters Score -2306714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2306715.750000 Penalty: 3475.073975
	Iteration 19Q: 3 clusters Score -2306716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2306724.500000 Penalty: 3475.073975
	Iteration 20F: 3 clusters Score -2306724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2306726.500000 Penalty: 3475.073975
	Iteration 21Q: 3 clusters Score -2306726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2306726.500000 Penalty: 3475.073975
	Iteration 22F: 3 clusters Score -2306726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Entering Unmasked Estep 
Score: -3528962.500000 Penalty: 1807.324829
	Iteration 0F: 2 clusters Score -3528962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -3483694.000000 Penalty: 3614.649658
	Iteration 0F: 3 clusters Score -3483694 nChanged 32081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3502735.000000 Penalty: 3614.649658
	Iteration 1F: 3 clusters Score -3502735 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3504197.250000 Penalty: 3614.649658
	Iteration 2F: 3 clusters Score -3504197 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3506487.250000 Penalty: 3614.649658
	Iteration 3F: 3 clusters Score -3506487 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3510035.250000 Penalty: 3614.649658
	Iteration 4F: 3 clusters Score -3510035 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3514723.750000 Penalty: 3614.649658
	Iteration 5F: 3 clusters Score -3514724 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3519754.500000 Penalty: 3614.649658
	Iteration 6F: 3 clusters Score -3519754 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3523649.250000 Penalty: 3614.649658
	Iteration 7F: 3 clusters Score -3523649 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3525880.000000 Penalty: 3614.649658
	Iteration 8Q: 3 clusters Score -3525880 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3526842.500000 Penalty: 3614.649658
	Iteration 9Q: 3 clusters Score -3526842 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3527161.250000 Penalty: 3614.649658
	Iteration 10Q: 3 clusters Score -3527161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3527253.250000 Penalty: 3614.649658
	Iteration 11Q: 3 clusters Score -3527253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3527283.500000 Penalty: 3614.649658
	Iteration 12Q: 3 clusters Score -3527284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3527306.250000 Penalty: 3614.649658
	Iteration 13Q: 3 clusters Score -3527306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3527330.500000 Penalty: 3614.649658
	Iteration 14Q: 3 clusters Score -3527330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3527344.750000 Penalty: 3614.649658
	Iteration 15Q: 3 clusters Score -3527345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3527358.750000 Penalty: 3614.649658
	Iteration 16Q: 3 clusters Score -3527359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3527359.250000 Penalty: 3614.649658
	Iteration 17Q: 3 clusters Score -3527359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3527363.250000 Penalty: 3614.649658
	Iteration 18Q: 3 clusters Score -3527363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3527363.250000 Penalty: 3614.649658
	Iteration 19F: 3 clusters Score -3527363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 4155 members 
Mstep: Class 8 contains 26834 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16370 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 44026 members 
Mstep: Class 20 contains 67643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26537006.000000 Penalty: 40702.550781
Iteration 199Q: 20 clusters Score -2.653701e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 26939 members 
Mstep: Class 9 contains 227010 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 19620 members 
Mstep: Class 12 contains 10360 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 16612 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 44570 members 
Mstep: Class 20 contains 68012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26537300.000000 Penalty: 40702.550781
Iteration 200F: 20 clusters Score -2.65373e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 9150 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 26982 members 
Mstep: Class 9 contains 226211 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 19739 members 
Mstep: Class 12 contains 10189 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 20220 members 
Mstep: Class 15 contains 16758 members 
Mstep: Class 16 contains 7004 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 44824 members 
Mstep: Class 20 contains 68186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26537682.000000 Penalty: 40702.550781
Iteration 201Q: 20 clusters Score -2.653768e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 2777 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 8 contains 27009 members 
Mstep: Class 9 contains 225397 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 19875 members 
Mstep: Class 12 contains 10075 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 20 contains 68342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26537756.000000 Penalty: 40702.550781
Iteration 202Q: 20 clusters Score -2.653776e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 12498 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 9193 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 27026 members 
Mstep: Class 9 contains 224681 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 19983 members 
Mstep: Class 12 contains 9975 members 
Mstep: Class 13 contains 1525 members 
Mstep: Class 14 contains 20216 members 
Mstep: Class 15 contains 16995 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 45273 members 
Mstep: Class 20 contains 68438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26537924.000000 Penalty: 40702.550781
Iteration 203Q: 20 clusters Score -2.653792e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 12725 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 4155 members 
Mstep: Class 8 contains 27027 members 
Mstep: Class 9 contains 224013 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 20082 members 
Mstep: Class 12 contains 9916 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 20216 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 45479 members 
Mstep: Class 20 contains 68519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26538068.000000 Penalty: 40702.550781
Iteration 204Q: 20 clusters Score -2.653807e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 12940 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 9224 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 27038 members 
Mstep: Class 9 contains 223368 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 20163 members 
Mstep: Class 12 contains 9875 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 17167 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 18 contains 45675 members 
Mstep: Class 20 contains 68594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26538134.000000 Penalty: 40702.550781
Iteration 205Q: 20 clusters Score -2.653813e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 13158 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 27040 members 
Mstep: Class 9 contains 222762 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 20239 members 
Mstep: Class 12 contains 9836 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 20216 members 
Mstep: Class 15 contains 17254 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 18 contains 45870 members 
Mstep: Class 20 contains 68664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26538258.000000 Penalty: 40702.550781
Iteration 206Q: 20 clusters Score -2.653826e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 13351 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 27033 members 
Mstep: Class 9 contains 222219 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 20317 members 
Mstep: Class 12 contains 9821 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 17328 members 
Mstep: Class 16 contains 6970 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 46050 members 
Mstep: Class 20 contains 68732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26538286.000000 Penalty: 40702.550781
Iteration 207Q: 20 clusters Score -2.653829e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 27012 members 
Mstep: Class 9 contains 221735 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 20375 members 
Mstep: Class 12 contains 9792 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 20216 members 
Mstep: Class 15 contains 17387 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 46233 members 
Mstep: Class 20 contains 68787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26538338.000000 Penalty: 40702.550781
Iteration 208Q: 20 clusters Score -2.653834e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 13706 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 26999 members 
Mstep: Class 9 contains 221279 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 20429 members 
Mstep: Class 12 contains 9792 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 14 contains 20218 members 
Mstep: Class 15 contains 17434 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 46403 members 
Mstep: Class 20 contains 68833 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -2.653834e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 13866 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 26993 members 
Mstep: Class 9 contains 220831 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 20478 members 
Mstep: Class 12 contains 9786 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 20219 members 
Mstep: Class 15 contains 17490 members 
Mstep: Class 16 contains 6953 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 46560 members 
Mstep: Class 20 contains 68873 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -2.653842e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 220394 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 20526 members 
Mstep: Class 12 contains 9790 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 20220 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 6951 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 46720 members 
Mstep: Class 20 contains 68898 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -2.653849e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14196 members 
Mstep: Class 5 contains 2646 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 26998 members 
Mstep: Class 9 contains 219958 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 9799 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 16 contains 6949 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 46879 members 
Mstep: Class 20 contains 68935 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -2.653854e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 9222 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 26995 members 
Mstep: Class 9 contains 219521 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 20617 members 
Mstep: Class 12 contains 9813 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 6942 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 47043 members 
Mstep: Class 20 contains 68965 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -2.653859e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14513 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 9219 members 
Mstep: Class 7 contains 4162 members 
Mstep: Class 8 contains 26993 members 
Mstep: Class 9 contains 219143 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 11 contains 20666 members 
Mstep: Class 12 contains 9822 members 
Mstep: Class 13 contains 1538 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 6941 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 47181 members 
Mstep: Class 20 contains 68988 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -2.653853e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14640 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 9217 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 26996 members 
Mstep: Class 9 contains 218817 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 20710 members 
Mstep: Class 12 contains 9819 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 17703 members 
Mstep: Class 16 contains 6941 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 47311 members 
Mstep: Class 20 contains 68991 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -2.653853e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14752 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 4167 members 
Mstep: Class 8 contains 26999 members 
Mstep: Class 9 contains 218456 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 9819 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 16 contains 6938 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 47447 members 
Mstep: Class 20 contains 69011 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -2.653858e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 9208 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 26996 members 
Mstep: Class 9 contains 218154 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 20805 members 
Mstep: Class 12 contains 9814 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 17813 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 47559 members 
Mstep: Class 20 contains 69027 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -2.653862e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 14927 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 26992 members 
Mstep: Class 9 contains 217879 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 20836 members 
Mstep: Class 12 contains 9812 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 17863 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 20 contains 69045 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -2.653873e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15013 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 9193 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 26995 members 
Mstep: Class 9 contains 217616 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 20867 members 
Mstep: Class 12 contains 9812 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 17906 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 47770 members 
Mstep: Class 20 contains 69050 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -2.653876e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 15101 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 26994 members 
Mstep: Class 9 contains 217328 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 20893 members 
Mstep: Class 12 contains 9813 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 17964 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 47874 members 
Mstep: Class 20 contains 69069 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -2.653887e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 9 contains 217066 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 20918 members 
Mstep: Class 12 contains 9819 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 18014 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 47989 members 
Mstep: Class 20 contains 69078 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -2.653893e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 15269 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 26993 members 
Mstep: Class 9 contains 216817 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 20943 members 
Mstep: Class 12 contains 9835 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 18064 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 48091 members 
Mstep: Class 20 contains 69085 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -2.653894e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 15358 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 9168 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 26984 members 
Mstep: Class 9 contains 216548 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 20962 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18109 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 48221 members 
Mstep: Class 20 contains 69092 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -2.653898e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 3864 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 15436 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 26978 members 
Mstep: Class 9 contains 216306 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 9849 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18146 members 
Mstep: Class 16 contains 6907 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 48371 members 
Mstep: Class 20 contains 69086 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -2.653894e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 15513 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 26971 members 
Mstep: Class 9 contains 216069 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 20992 members 
Mstep: Class 12 contains 9862 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18188 members 
Mstep: Class 16 contains 6904 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 48518 members 
Mstep: Class 20 contains 69078 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -2.653892e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 3837 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 26963 members 
Mstep: Class 9 contains 215841 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 21008 members 
Mstep: Class 12 contains 9876 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 18230 members 
Mstep: Class 16 contains 6899 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 48668 members 
Mstep: Class 20 contains 69077 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -2.653897e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 4180 members 
Mstep: Class 8 contains 26960 members 
Mstep: Class 9 contains 215631 members 
Mstep: Class 10 contains 4787 members 
Mstep: Class 11 contains 21024 members 
Mstep: Class 12 contains 9896 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20231 members 
Mstep: Class 15 contains 18265 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 48812 members 
Mstep: Class 20 contains 69069 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -2.653901e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15685 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 4180 members 
Mstep: Class 8 contains 26943 members 
Mstep: Class 9 contains 215445 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 21036 members 
Mstep: Class 12 contains 9913 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 20236 members 
Mstep: Class 15 contains 18293 members 
Mstep: Class 16 contains 6887 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 48968 members 
Mstep: Class 20 contains 69057 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -2.653906e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 26937 members 
Mstep: Class 9 contains 215271 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 21044 members 
Mstep: Class 12 contains 9922 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20237 members 
Mstep: Class 15 contains 18311 members 
Mstep: Class 16 contains 6883 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 20 contains 69038 members 
Entering Unmasked Estep 
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Iteration 229Q: 20 clusters Score -2.653903e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 3793 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15789 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 26931 members 
Mstep: Class 9 contains 215106 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 21052 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20236 members 
Mstep: Class 15 contains 18342 members 
Mstep: Class 16 contains 6878 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 49247 members 
Mstep: Class 20 contains 69022 members 
Entering Unmasked Estep 
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Iteration 230Q: 20 clusters Score -2.653912e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15837 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 26925 members 
Mstep: Class 9 contains 214955 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 21054 members 
Mstep: Class 12 contains 9934 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20236 members 
Mstep: Class 15 contains 18363 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 18 contains 49365 members 
Mstep: Class 20 contains 69014 members 
Entering Unmasked Estep 
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Iteration 231Q: 20 clusters Score -2.653912e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15892 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 9168 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26917 members 
Mstep: Class 9 contains 214795 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 21057 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20235 members 
Mstep: Class 15 contains 18385 members 
Mstep: Class 16 contains 6869 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 49475 members 
Mstep: Class 20 contains 69011 members 
Entering Unmasked Estep 
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Iteration 232Q: 20 clusters Score -2.653908e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 3786 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15940 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26912 members 
Mstep: Class 9 contains 214669 members 
Mstep: Class 10 contains 4814 members 
Mstep: Class 11 contains 21053 members 
Mstep: Class 12 contains 9939 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20237 members 
Mstep: Class 15 contains 18403 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 49575 members 
Mstep: Class 20 contains 68998 members 
Entering Unmasked Estep 
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Iteration 233Q: 20 clusters Score -2.653906e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26907 members 
Mstep: Class 9 contains 214556 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 11 contains 21053 members 
Mstep: Class 12 contains 9943 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20242 members 
Mstep: Class 15 contains 18416 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 49659 members 
Mstep: Class 20 contains 68987 members 
Entering Unmasked Estep 
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Iteration 234Q: 20 clusters Score -2.653911e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 3783 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 16006 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26905 members 
Mstep: Class 9 contains 214454 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 21051 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20243 members 
Mstep: Class 15 contains 18438 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 49736 members 
Mstep: Class 20 contains 68977 members 
Entering Unmasked Estep 
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Iteration 235Q: 20 clusters Score -2.653909e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 3783 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 9150 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 26910 members 
Mstep: Class 9 contains 214352 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 21053 members 
Mstep: Class 12 contains 9943 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20241 members 
Mstep: Class 15 contains 18446 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 49817 members 
Mstep: Class 20 contains 68976 members 
Entering Unmasked Estep 
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Iteration 236Q: 20 clusters Score -2.653913e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 3783 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 16057 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26913 members 
Mstep: Class 9 contains 214253 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 21055 members 
Mstep: Class 12 contains 9947 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20240 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 49878 members 
Mstep: Class 20 contains 68976 members 
Entering Unmasked Estep 
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Iteration 237Q: 20 clusters Score -2.653912e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 3782 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26913 members 
Mstep: Class 9 contains 214151 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 21063 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20240 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 20 contains 68973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539198.000000 Penalty: 40702.550781
Iteration 238Q: 20 clusters Score -2.65392e+07 nChanged 183
Entering ConstructFrom: 
Score: -26539198.000000 Penalty: 40702.550781
Entering ConstructFrom: 
Trying to split cluster 1 (40805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Entering Unmasked Estep 
Score: -2117826.000000 Penalty: 1725.191040
	Iteration 0F: 2 clusters Score -2117826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2090590.375000 Penalty: 3450.382080
	Iteration 0F: 3 clusters Score -2090590 nChanged 18963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2101117.750000 Penalty: 3450.382080
	Iteration 1F: 3 clusters Score -2101118 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2101595.000000 Penalty: 3450.382080
	Iteration 2Q: 3 clusters Score -2101595 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2102064.750000 Penalty: 3450.382080
	Iteration 3Q: 3 clusters Score -2102065 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2102549.750000 Penalty: 3450.382080
	Iteration 4Q: 3 clusters Score -2102550 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2103044.750000 Penalty: 3450.382080
	Iteration 5Q: 3 clusters Score -2103045 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2103548.250000 Penalty: 3450.382080
	Iteration 6Q: 3 clusters Score -2103548 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2104044.750000 Penalty: 3450.382080
	Iteration 7Q: 3 clusters Score -2104045 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2104498.000000 Penalty: 3450.382080
	Iteration 8Q: 3 clusters Score -2104498 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2104899.250000 Penalty: 3450.382080
	Iteration 9Q: 3 clusters Score -2104899 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2105319.500000 Penalty: 3450.382080
	Iteration 10Q: 3 clusters Score -2105320 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2105756.750000 Penalty: 3450.382080
	Iteration 11Q: 3 clusters Score -2105757 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2106199.250000 Penalty: 3450.382080
	Iteration 12Q: 3 clusters Score -2106199 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2106738.750000 Penalty: 3450.382080
	Iteration 13Q: 3 clusters Score -2106739 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2107432.500000 Penalty: 3450.382080
	Iteration 14Q: 3 clusters Score -2107432 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2108272.750000 Penalty: 3450.382080
	Iteration 15Q: 3 clusters Score -2108273 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2109156.250000 Penalty: 3450.382080
	Iteration 16Q: 3 clusters Score -2109156 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2109863.500000 Penalty: 3450.382080
	Iteration 17Q: 3 clusters Score -2109864 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2110255.500000 Penalty: 3450.382080
	Iteration 18Q: 3 clusters Score -2110256 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2110482.000000 Penalty: 3450.382080
	Iteration 19Q: 3 clusters Score -2110482 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2110651.000000 Penalty: 3450.382080
	Iteration 20F: 3 clusters Score -2110651 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2110820.500000 Penalty: 3450.382080
	Iteration 21Q: 3 clusters Score -2110820 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2110994.250000 Penalty: 3450.382080
	Iteration 22Q: 3 clusters Score -2110994 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2111197.750000 Penalty: 3450.382080
	Iteration 23Q: 3 clusters Score -2111198 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2111393.250000 Penalty: 3450.382080
	Iteration 24Q: 3 clusters Score -2111393 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2111585.250000 Penalty: 3450.382080
	Iteration 25Q: 3 clusters Score -2111585 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2111777.500000 Penalty: 3450.382080
	Iteration 26Q: 3 clusters Score -2111778 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2111980.500000 Penalty: 3450.382080
	Iteration 27Q: 3 clusters Score -2111980 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2112195.750000 Penalty: 3450.382080
	Iteration 28Q: 3 clusters Score -2112196 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2112424.500000 Penalty: 3450.382080
	Iteration 29Q: 3 clusters Score -2112424 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2112641.500000 Penalty: 3450.382080
	Iteration 30Q: 3 clusters Score -2112642 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2112899.500000 Penalty: 3450.382080
	Iteration 31Q: 3 clusters Score -2112900 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2113197.000000 Penalty: 3450.382080
	Iteration 32Q: 3 clusters Score -2113197 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2113513.500000 Penalty: 3450.382080
	Iteration 33Q: 3 clusters Score -2113514 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2113844.750000 Penalty: 3450.382080
	Iteration 34Q: 3 clusters Score -2113845 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2114146.250000 Penalty: 3450.382080
	Iteration 35Q: 3 clusters Score -2114146 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2114454.500000 Penalty: 3450.382080
	Iteration 36Q: 3 clusters Score -2114454 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2114714.500000 Penalty: 3450.382080
	Iteration 37Q: 3 clusters Score -2114714 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2114954.750000 Penalty: 3450.382080
	Iteration 38Q: 3 clusters Score -2114955 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2115203.750000 Penalty: 3450.382080
	Iteration 39Q: 3 clusters Score -2115204 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2115428.000000 Penalty: 3450.382080
	Iteration 40F: 3 clusters Score -2115428 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2115653.500000 Penalty: 3450.382080
	Iteration 41Q: 3 clusters Score -2115654 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2115820.000000 Penalty: 3450.382080
	Iteration 42Q: 3 clusters Score -2115820 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2115960.750000 Penalty: 3450.382080
	Iteration 43Q: 3 clusters Score -2115961 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2116081.750000 Penalty: 3450.382080
	Iteration 44Q: 3 clusters Score -2116082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2116131.500000 Penalty: 3450.382080
	Iteration 45Q: 3 clusters Score -2116132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2116184.500000 Penalty: 3450.382080
	Iteration 46Q: 3 clusters Score -2116184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2116232.750000 Penalty: 3450.382080
	Iteration 47Q: 3 clusters Score -2116233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2116274.500000 Penalty: 3450.382080
	Iteration 48Q: 3 clusters Score -2116274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2116293.000000 Penalty: 3450.382080
	Iteration 49Q: 3 clusters Score -2116293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2116306.750000 Penalty: 3450.382080
	Iteration 50Q: 3 clusters Score -2116307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2116328.500000 Penalty: 3450.382080
	Iteration 51Q: 3 clusters Score -2116328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2116342.250000 Penalty: 3450.382080
	Iteration 52Q: 3 clusters Score -2116342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2116351.500000 Penalty: 3450.382080
	Iteration 53Q: 3 clusters Score -2116352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2116364.250000 Penalty: 3450.382080
	Iteration 54Q: 3 clusters Score -2116364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2116368.750000 Penalty: 3450.382080
	Iteration 55Q: 3 clusters Score -2116369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2116374.000000 Penalty: 3450.382080
	Iteration 56Q: 3 clusters Score -2116374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2116381.250000 Penalty: 3450.382080
	Iteration 57Q: 3 clusters Score -2116381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2116385.000000 Penalty: 3450.382080
	Iteration 58Q: 3 clusters Score -2116385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2116391.750000 Penalty: 3450.382080
	Iteration 59Q: 3 clusters Score -2116392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2116400.250000 Penalty: 3450.382080
	Iteration 60F: 3 clusters Score -2116400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2116406.500000 Penalty: 3450.382080
	Iteration 61Q: 3 clusters Score -2116406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2116416.500000 Penalty: 3450.382080
	Iteration 62Q: 3 clusters Score -2116416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2116421.250000 Penalty: 3450.382080
	Iteration 63Q: 3 clusters Score -2116421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2116422.000000 Penalty: 3450.382080
	Iteration 64Q: 3 clusters Score -2116422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2116425.000000 Penalty: 3450.382080
	Iteration 65Q: 3 clusters Score -2116425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2116424.750000 Penalty: 3450.382080
	Iteration 66Q: 3 clusters Score -2116425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2116434.250000 Penalty: 3450.382080
	Iteration 67Q: 3 clusters Score -2116434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2116435.750000 Penalty: 3450.382080
	Iteration 68Q: 3 clusters Score -2116436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2116440.500000 Penalty: 3450.382080
	Iteration 69Q: 3 clusters Score -2116440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2116444.250000 Penalty: 3450.382080
	Iteration 70Q: 3 clusters Score -2116444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2116444.750000 Penalty: 3450.382080
	Iteration 71Q: 3 clusters Score -2116445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2116448.750000 Penalty: 3450.382080
	Iteration 72Q: 3 clusters Score -2116449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2116446.500000 Penalty: 3450.382080
	Iteration 73Q: 3 clusters Score -2116446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2116446.500000 Penalty: 3450.382080
	Iteration 74F: 3 clusters Score -2116446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -187490.250000 Penalty: 1338.633301
	Iteration 0F: 2 clusters Score -187490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -184307.312500 Penalty: 2677.266602
	Iteration 0F: 3 clusters Score -184307.3 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -185159.750000 Penalty: 2677.266602
	Iteration 1F: 3 clusters Score -185159.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -185339.812500 Penalty: 2677.266602
	Iteration 2F: 3 clusters Score -185339.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -185503.031250 Penalty: 2677.266602
	Iteration 3F: 3 clusters Score -185503 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -185680.171875 Penalty: 2677.266602
	Iteration 4F: 3 clusters Score -185680.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -185834.968750 Penalty: 2677.266602
	Iteration 5F: 3 clusters Score -185835 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185951.078125 Penalty: 2677.266602
	Iteration 6Q: 3 clusters Score -185951.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186037.468750 Penalty: 2677.266602
	Iteration 7Q: 3 clusters Score -186037.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186121.500000 Penalty: 2677.266602
	Iteration 8Q: 3 clusters Score -186121.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -186180.343750 Penalty: 2677.266602
	Iteration 9Q: 3 clusters Score -186180.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186233.625000 Penalty: 2677.266602
	Iteration 10Q: 3 clusters Score -186233.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -186281.281250 Penalty: 2677.266602
	Iteration 11Q: 3 clusters Score -186281.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -186313.218750 Penalty: 2677.266602
	Iteration 12Q: 3 clusters Score -186313.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -186340.484375 Penalty: 2677.266602
	Iteration 13Q: 3 clusters Score -186340.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -186370.312500 Penalty: 2677.266602
	Iteration 14Q: 3 clusters Score -186370.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -186395.234375 Penalty: 2677.266602
	Iteration 15Q: 3 clusters Score -186395.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -186410.296875 Penalty: 2677.266602
	Iteration 16Q: 3 clusters Score -186410.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -186427.187500 Penalty: 2677.266602
	Iteration 17Q: 3 clusters Score -186427.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -186440.000000 Penalty: 2677.266602
	Iteration 18Q: 3 clusters Score -186440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -186449.640625 Penalty: 2677.266602
	Iteration 19Q: 3 clusters Score -186449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -186456.687500 Penalty: 2677.266602
	Iteration 20F: 3 clusters Score -186456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -186461.234375 Penalty: 2677.266602
	Iteration 21Q: 3 clusters Score -186461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -186462.500000 Penalty: 2677.266602
	Iteration 22Q: 3 clusters Score -186462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -186462.765625 Penalty: 2677.266602
	Iteration 23Q: 3 clusters Score -186462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -186462.765625 Penalty: 2677.266602
	Iteration 24F: 3 clusters Score -186462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Entering Unmasked Estep 
Score: -479966.343750 Penalty: 1480.746582
	Iteration 0F: 2 clusters Score -479966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -473377.812500 Penalty: 2961.493164
	Iteration 0F: 3 clusters Score -473377.8 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -475494.875000 Penalty: 2961.493164
	Iteration 1F: 3 clusters Score -475494.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -475712.093750 Penalty: 2961.493164
	Iteration 2F: 3 clusters Score -475712.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -475867.437500 Penalty: 2961.493164
	Iteration 3Q: 3 clusters Score -475867.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -475993.562500 Penalty: 2961.493164
	Iteration 4Q: 3 clusters Score -475993.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -476110.593750 Penalty: 2961.493164
	Iteration 5Q: 3 clusters Score -476110.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -476202.062500 Penalty: 2961.493164
	Iteration 6Q: 3 clusters Score -476202.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -476278.718750 Penalty: 2961.493164
	Iteration 7Q: 3 clusters Score -476278.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -476363.125000 Penalty: 2961.493164
	Iteration 8Q: 3 clusters Score -476363.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -476457.562500 Penalty: 2961.493164
	Iteration 9Q: 3 clusters Score -476457.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -476562.187500 Penalty: 2961.493164
	Iteration 10Q: 3 clusters Score -476562.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -476655.562500 Penalty: 2961.493164
	Iteration 11Q: 3 clusters Score -476655.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -476744.843750 Penalty: 2961.493164
	Iteration 12Q: 3 clusters Score -476744.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -476819.343750 Penalty: 2961.493164
	Iteration 13Q: 3 clusters Score -476819.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -476875.687500 Penalty: 2961.493164
	Iteration 14Q: 3 clusters Score -476875.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -476929.250000 Penalty: 2961.493164
	Iteration 15Q: 3 clusters Score -476929.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -476979.312500 Penalty: 2961.493164
	Iteration 16Q: 3 clusters Score -476979.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -477040.687500 Penalty: 2961.493164
	Iteration 17Q: 3 clusters Score -477040.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -477111.906250 Penalty: 2961.493164
	Iteration 18Q: 3 clusters Score -477111.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -477196.531250 Penalty: 2961.493164
	Iteration 19Q: 3 clusters Score -477196.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -477285.343750 Penalty: 2961.493164
	Iteration 20F: 3 clusters Score -477285.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -477397.062500 Penalty: 2961.493164
	Iteration 21Q: 3 clusters Score -477397.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -477497.281250 Penalty: 2961.493164
	Iteration 22Q: 3 clusters Score -477497.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -477588.968750 Penalty: 2961.493164
	Iteration 23Q: 3 clusters Score -477589 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -477663.625000 Penalty: 2961.493164
	Iteration 24Q: 3 clusters Score -477663.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -477726.000000 Penalty: 2961.493164
	Iteration 25Q: 3 clusters Score -477726 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -477792.375000 Penalty: 2961.493164
	Iteration 26Q: 3 clusters Score -477792.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -477852.656250 Penalty: 2961.493164
	Iteration 27Q: 3 clusters Score -477852.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -477906.031250 Penalty: 2961.493164
	Iteration 28Q: 3 clusters Score -477906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -477949.187500 Penalty: 2961.493164
	Iteration 29Q: 3 clusters Score -477949.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -477999.375000 Penalty: 2961.493164
	Iteration 30Q: 3 clusters Score -477999.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -478065.781250 Penalty: 2961.493164
	Iteration 31Q: 3 clusters Score -478065.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -478131.375000 Penalty: 2961.493164
	Iteration 32Q: 3 clusters Score -478131.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -478196.968750 Penalty: 2961.493164
	Iteration 33Q: 3 clusters Score -478197 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -478255.187500 Penalty: 2961.493164
	Iteration 34Q: 3 clusters Score -478255.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -478304.343750 Penalty: 2961.493164
	Iteration 35Q: 3 clusters Score -478304.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -478351.187500 Penalty: 2961.493164
	Iteration 36Q: 3 clusters Score -478351.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -478401.812500 Penalty: 2961.493164
	Iteration 37Q: 3 clusters Score -478401.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -478457.468750 Penalty: 2961.493164
	Iteration 38Q: 3 clusters Score -478457.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -478507.250000 Penalty: 2961.493164
	Iteration 39Q: 3 clusters Score -478507.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -478564.468750 Penalty: 2961.493164
	Iteration 40F: 3 clusters Score -478564.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -478618.875000 Penalty: 2961.493164
	Iteration 41Q: 3 clusters Score -478618.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -478655.968750 Penalty: 2961.493164
	Iteration 42Q: 3 clusters Score -478656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -478676.093750 Penalty: 2961.493164
	Iteration 43Q: 3 clusters Score -478676.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -478695.906250 Penalty: 2961.493164
	Iteration 44Q: 3 clusters Score -478695.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -478712.093750 Penalty: 2961.493164
	Iteration 45Q: 3 clusters Score -478712.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -478722.843750 Penalty: 2961.493164
	Iteration 46Q: 3 clusters Score -478722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -478731.531250 Penalty: 2961.493164
	Iteration 47Q: 3 clusters Score -478731.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -478744.468750 Penalty: 2961.493164
	Iteration 48Q: 3 clusters Score -478744.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -478755.687500 Penalty: 2961.493164
	Iteration 49Q: 3 clusters Score -478755.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -478764.250000 Penalty: 2961.493164
	Iteration 50Q: 3 clusters Score -478764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -478766.937500 Penalty: 2961.493164
	Iteration 51Q: 3 clusters Score -478766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -478770.562500 Penalty: 2961.493164
	Iteration 52Q: 3 clusters Score -478770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -478774.625000 Penalty: 2961.493164
	Iteration 53Q: 3 clusters Score -478774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -478778.281250 Penalty: 2961.493164
	Iteration 54Q: 3 clusters Score -478778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -478784.250000 Penalty: 2961.493164
	Iteration 55Q: 3 clusters Score -478784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -478785.437500 Penalty: 2961.493164
	Iteration 56Q: 3 clusters Score -478785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -478786.312500 Penalty: 2961.493164
	Iteration 57Q: 3 clusters Score -478786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -478786.312500 Penalty: 2961.493164
	Iteration 58F: 3 clusters Score -478786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Entering Unmasked Estep 
Score: -863082.875000 Penalty: 1574.481567
	Iteration 0F: 2 clusters Score -863082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -851939.062500 Penalty: 3148.963135
	Iteration 0F: 3 clusters Score -851939.1 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -855764.562500 Penalty: 3148.963135
	Iteration 1F: 3 clusters Score -855764.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -856069.812500 Penalty: 3148.963135
	Iteration 2F: 3 clusters Score -856069.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -856352.312500 Penalty: 3148.963135
	Iteration 3Q: 3 clusters Score -856352.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -856639.000000 Penalty: 3148.963135
	Iteration 4Q: 3 clusters Score -856639 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -857002.812500 Penalty: 3148.963135
	Iteration 5Q: 3 clusters Score -857002.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -857452.562500 Penalty: 3148.963135
	Iteration 6F: 3 clusters Score -857452.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -857968.062500 Penalty: 3148.963135
	Iteration 7F: 3 clusters Score -857968.1 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -858577.562500 Penalty: 3148.963135
	Iteration 8F: 3 clusters Score -858577.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -859198.000000 Penalty: 3148.963135
	Iteration 9F: 3 clusters Score -859198 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -859795.625000 Penalty: 3148.963135
	Iteration 10Q: 3 clusters Score -859795.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -860299.812500 Penalty: 3148.963135
	Iteration 11Q: 3 clusters Score -860299.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -860689.000000 Penalty: 3148.963135
	Iteration 12Q: 3 clusters Score -860689 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -860939.625000 Penalty: 3148.963135
	Iteration 13Q: 3 clusters Score -860939.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -861115.250000 Penalty: 3148.963135
	Iteration 14Q: 3 clusters Score -861115.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -861237.062500 Penalty: 3148.963135
	Iteration 15Q: 3 clusters Score -861237.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -861334.250000 Penalty: 3148.963135
	Iteration 16Q: 3 clusters Score -861334.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -861395.062500 Penalty: 3148.963135
	Iteration 17Q: 3 clusters Score -861395.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -861435.437500 Penalty: 3148.963135
	Iteration 18Q: 3 clusters Score -861435.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -861460.875000 Penalty: 3148.963135
	Iteration 19Q: 3 clusters Score -861460.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -861484.812500 Penalty: 3148.963135
	Iteration 20F: 3 clusters Score -861484.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -861509.437500 Penalty: 3148.963135
	Iteration 21Q: 3 clusters Score -861509.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -861532.750000 Penalty: 3148.963135
	Iteration 22Q: 3 clusters Score -861532.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -861553.312500 Penalty: 3148.963135
	Iteration 23Q: 3 clusters Score -861553.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -861562.750000 Penalty: 3148.963135
	Iteration 24Q: 3 clusters Score -861562.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -861575.125000 Penalty: 3148.963135
	Iteration 25Q: 3 clusters Score -861575.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -861584.937500 Penalty: 3148.963135
	Iteration 26Q: 3 clusters Score -861584.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -861591.937500 Penalty: 3148.963135
	Iteration 27Q: 3 clusters Score -861591.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -861601.625000 Penalty: 3148.963135
	Iteration 28Q: 3 clusters Score -861601.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -861610.250000 Penalty: 3148.963135
	Iteration 29Q: 3 clusters Score -861610.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -861620.250000 Penalty: 3148.963135
	Iteration 30Q: 3 clusters Score -861620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -861631.250000 Penalty: 3148.963135
	Iteration 31Q: 3 clusters Score -861631.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -861644.250000 Penalty: 3148.963135
	Iteration 32Q: 3 clusters Score -861644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -861656.062500 Penalty: 3148.963135
	Iteration 33Q: 3 clusters Score -861656.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -861661.687500 Penalty: 3148.963135
	Iteration 34Q: 3 clusters Score -861661.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -861667.562500 Penalty: 3148.963135
	Iteration 35Q: 3 clusters Score -861667.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -861673.750000 Penalty: 3148.963135
	Iteration 36Q: 3 clusters Score -861673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -861678.375000 Penalty: 3148.963135
	Iteration 37Q: 3 clusters Score -861678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -861681.625000 Penalty: 3148.963135
	Iteration 38Q: 3 clusters Score -861681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -861684.375000 Penalty: 3148.963135
	Iteration 39Q: 3 clusters Score -861684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -861685.562500 Penalty: 3148.963135
	Iteration 40F: 3 clusters Score -861685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -861687.062500 Penalty: 3148.963135
	Iteration 41Q: 3 clusters Score -861687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -861687.562500 Penalty: 3148.963135
	Iteration 42Q: 3 clusters Score -861687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -861687.562500 Penalty: 3148.963135
	Iteration 43F: 3 clusters Score -861687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -129396.234375 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -129396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -126954.890625 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -126954.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -127490.359375 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -127490.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -127605.601562 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -127605.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -127678.125000 Penalty: 2548.740723
	Iteration 3Q: 3 clusters Score -127678.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -127714.093750 Penalty: 2548.740723
	Iteration 4Q: 3 clusters Score -127714.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -127750.015625 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -127750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -127778.703125 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -127778.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -127803.187500 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -127803.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -127826.359375 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -127826.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -127849.179688 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -127849.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -127863.140625 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -127863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -127876.304688 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -127876.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -127896.523438 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -127896.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -127908.929688 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -127908.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -127917.945312 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -127917.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -127928.093750 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -127928.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -127942.046875 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -127942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -127955.695312 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -127955.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -127968.515625 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -127968.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -127983.429688 Penalty: 2548.740723
	Iteration 19Q: 3 clusters Score -127983.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -127994.039062 Penalty: 2548.740723
	Iteration 20F: 3 clusters Score -127994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -128003.898438 Penalty: 2548.740723
	Iteration 21Q: 3 clusters Score -128003.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -128018.234375 Penalty: 2548.740723
	Iteration 22Q: 3 clusters Score -128018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -128030.570312 Penalty: 2548.740723
	Iteration 23Q: 3 clusters Score -128030.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -128040.546875 Penalty: 2548.740723
	Iteration 24Q: 3 clusters Score -128040.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -128050.718750 Penalty: 2548.740723
	Iteration 25Q: 3 clusters Score -128050.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -128060.789062 Penalty: 2548.740723
	Iteration 26Q: 3 clusters Score -128060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -128065.226562 Penalty: 2548.740723
	Iteration 27Q: 3 clusters Score -128065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -128068.968750 Penalty: 2548.740723
	Iteration 28Q: 3 clusters Score -128069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128071.890625 Penalty: 2548.740723
	Iteration 29Q: 3 clusters Score -128071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -128074.679688 Penalty: 2548.740723
	Iteration 30Q: 3 clusters Score -128074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -128075.906250 Penalty: 2548.740723
	Iteration 31Q: 3 clusters Score -128075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -128076.429688 Penalty: 2548.740723
	Iteration 32Q: 3 clusters Score -128076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128077.328125 Penalty: 2548.740723
	Iteration 33Q: 3 clusters Score -128077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128078.062500 Penalty: 2548.740723
	Iteration 34Q: 3 clusters Score -128078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -128081.414062 Penalty: 2548.740723
	Iteration 35Q: 3 clusters Score -128081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -128082.953125 Penalty: 2548.740723
	Iteration 36Q: 3 clusters Score -128083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -128083.593750 Penalty: 2548.740723
	Iteration 37Q: 3 clusters Score -128083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -128084.562500 Penalty: 2548.740723
	Iteration 38Q: 3 clusters Score -128084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -128085.101562 Penalty: 2548.740723
	Iteration 39Q: 3 clusters Score -128085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -128086.460938 Penalty: 2548.740723
	Iteration 40F: 3 clusters Score -128086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -128087.703125 Penalty: 2548.740723
	Iteration 41Q: 3 clusters Score -128087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -128090.445312 Penalty: 2548.740723
	Iteration 42Q: 3 clusters Score -128090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -128092.890625 Penalty: 2548.740723
	Iteration 43Q: 3 clusters Score -128092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -128096.804688 Penalty: 2548.740723
	Iteration 44Q: 3 clusters Score -128096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -128099.664062 Penalty: 2548.740723
	Iteration 45Q: 3 clusters Score -128099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -128102.460938 Penalty: 2548.740723
	Iteration 46Q: 3 clusters Score -128102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -128105.562500 Penalty: 2548.740723
	Iteration 47Q: 3 clusters Score -128105.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -128107.585938 Penalty: 2548.740723
	Iteration 48Q: 3 clusters Score -128107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -128109.445312 Penalty: 2548.740723
	Iteration 49Q: 3 clusters Score -128109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -128111.015625 Penalty: 2548.740723
	Iteration 50Q: 3 clusters Score -128111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -128111.976562 Penalty: 2548.740723
	Iteration 51Q: 3 clusters Score -128112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -128112.726562 Penalty: 2548.740723
	Iteration 52Q: 3 clusters Score -128112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -128112.726562 Penalty: 2548.740723
	Iteration 53F: 3 clusters Score -128112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -481715.687500 Penalty: 1482.014282
	Iteration 0F: 2 clusters Score -481715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -475077.343750 Penalty: 2964.028564
	Iteration 0F: 3 clusters Score -475077.3 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -477315.343750 Penalty: 2964.028564
	Iteration 1F: 3 clusters Score -477315.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -477688.250000 Penalty: 2964.028564
	Iteration 2F: 3 clusters Score -477688.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -478062.187500 Penalty: 2964.028564
	Iteration 3F: 3 clusters Score -478062.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -478471.125000 Penalty: 2964.028564
	Iteration 4F: 3 clusters Score -478471.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -478900.250000 Penalty: 2964.028564
	Iteration 5F: 3 clusters Score -478900.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -479354.187500 Penalty: 2964.028564
	Iteration 6F: 3 clusters Score -479354.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -479751.031250 Penalty: 2964.028564
	Iteration 7Q: 3 clusters Score -479751 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -479990.312500 Penalty: 2964.028564
	Iteration 8Q: 3 clusters Score -479990.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -480125.031250 Penalty: 2964.028564
	Iteration 9Q: 3 clusters Score -480125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -480193.593750 Penalty: 2964.028564
	Iteration 10Q: 3 clusters Score -480193.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -480227.875000 Penalty: 2964.028564
	Iteration 11Q: 3 clusters Score -480227.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -480252.687500 Penalty: 2964.028564
	Iteration 12Q: 3 clusters Score -480252.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -480275.187500 Penalty: 2964.028564
	Iteration 13Q: 3 clusters Score -480275.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -480296.687500 Penalty: 2964.028564
	Iteration 14Q: 3 clusters Score -480296.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -480317.406250 Penalty: 2964.028564
	Iteration 15Q: 3 clusters Score -480317.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -480336.312500 Penalty: 2964.028564
	Iteration 16Q: 3 clusters Score -480336.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -480352.281250 Penalty: 2964.028564
	Iteration 17Q: 3 clusters Score -480352.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -480366.437500 Penalty: 2964.028564
	Iteration 18Q: 3 clusters Score -480366.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -480378.968750 Penalty: 2964.028564
	Iteration 19Q: 3 clusters Score -480379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -480389.375000 Penalty: 2964.028564
	Iteration 20F: 3 clusters Score -480389.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -480397.812500 Penalty: 2964.028564
	Iteration 21Q: 3 clusters Score -480397.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -480402.187500 Penalty: 2964.028564
	Iteration 22Q: 3 clusters Score -480402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -480404.343750 Penalty: 2964.028564
	Iteration 23Q: 3 clusters Score -480404.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -480408.687500 Penalty: 2964.028564
	Iteration 24Q: 3 clusters Score -480408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -480410.843750 Penalty: 2964.028564
	Iteration 25Q: 3 clusters Score -480410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -480409.687500 Penalty: 2964.028564
	Iteration 26Q: 3 clusters Score -480409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -480412.187500 Penalty: 2964.028564
	Iteration 27Q: 3 clusters Score -480412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -480413.500000 Penalty: 2964.028564
	Iteration 28Q: 3 clusters Score -480413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -480413.562500 Penalty: 2964.028564
	Iteration 29Q: 3 clusters Score -480413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -480414.375000 Penalty: 2964.028564
	Iteration 30Q: 3 clusters Score -480414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -480414.125000 Penalty: 2964.028564
	Iteration 31Q: 3 clusters Score -480414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -480414.968750 Penalty: 2964.028564
	Iteration 32Q: 3 clusters Score -480415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -480415.625000 Penalty: 2964.028564
	Iteration 33Q: 3 clusters Score -480415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -480416.031250 Penalty: 2964.028564
	Iteration 34Q: 3 clusters Score -480416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -480416.500000 Penalty: 2964.028564
	Iteration 35Q: 3 clusters Score -480416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -480417.468750 Penalty: 2964.028564
	Iteration 36Q: 3 clusters Score -480417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -480417.781250 Penalty: 2964.028564
	Iteration 37Q: 3 clusters Score -480417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -480418.250000 Penalty: 2964.028564
	Iteration 38Q: 3 clusters Score -480418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -480418.625000 Penalty: 2964.028564
	Iteration 39Q: 3 clusters Score -480418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -480418.937500 Penalty: 2964.028564
	Iteration 40F: 3 clusters Score -480418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -480419.187500 Penalty: 2964.028564
	Iteration 41Q: 3 clusters Score -480419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -480420.156250 Penalty: 2964.028564
	Iteration 42Q: 3 clusters Score -480420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -480419.187500 Penalty: 2964.028564
	Iteration 43Q: 3 clusters Score -480419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -480419.656250 Penalty: 2964.028564
	Iteration 44Q: 3 clusters Score -480419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -480419.656250 Penalty: 2964.028564
	Iteration 45F: 3 clusters Score -480419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -192468.359375 Penalty: 1354.819214
	Iteration 0F: 2 clusters Score -192468.4 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 2121 members 
Entering Unmasked Estep 
Score: -188977.421875 Penalty: 2709.638428
	Iteration 0F: 3 clusters Score -188977.4 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -189988.281250 Penalty: 2709.638428
	Iteration 1F: 3 clusters Score -189988.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -190185.750000 Penalty: 2709.638428
	Iteration 2F: 3 clusters Score -190185.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -190321.078125 Penalty: 2709.638428
	Iteration 3F: 3 clusters Score -190321.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -190452.781250 Penalty: 2709.638428
	Iteration 4F: 3 clusters Score -190452.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -190583.593750 Penalty: 2709.638428
	Iteration 5Q: 3 clusters Score -190583.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -190711.453125 Penalty: 2709.638428
	Iteration 6Q: 3 clusters Score -190711.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -190821.515625 Penalty: 2709.638428
	Iteration 7Q: 3 clusters Score -190821.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -190954.296875 Penalty: 2709.638428
	Iteration 8Q: 3 clusters Score -190954.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -191071.437500 Penalty: 2709.638428
	Iteration 9Q: 3 clusters Score -191071.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -191179.296875 Penalty: 2709.638428
	Iteration 10Q: 3 clusters Score -191179.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -191294.093750 Penalty: 2709.638428
	Iteration 11Q: 3 clusters Score -191294.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -191384.000000 Penalty: 2709.638428
	Iteration 12Q: 3 clusters Score -191384 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -191453.953125 Penalty: 2709.638428
	Iteration 13Q: 3 clusters Score -191454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -191513.781250 Penalty: 2709.638428
	Iteration 14Q: 3 clusters Score -191513.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -191555.718750 Penalty: 2709.638428
	Iteration 15Q: 3 clusters Score -191555.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -191585.687500 Penalty: 2709.638428
	Iteration 16Q: 3 clusters Score -191585.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -191603.281250 Penalty: 2709.638428
	Iteration 17Q: 3 clusters Score -191603.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -191613.640625 Penalty: 2709.638428
	Iteration 18Q: 3 clusters Score -191613.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -191624.421875 Penalty: 2709.638428
	Iteration 19Q: 3 clusters Score -191624.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -191634.953125 Penalty: 2709.638428
	Iteration 20F: 3 clusters Score -191635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -191641.062500 Penalty: 2709.638428
	Iteration 21Q: 3 clusters Score -191641.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -191647.656250 Penalty: 2709.638428
	Iteration 22Q: 3 clusters Score -191647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -191651.265625 Penalty: 2709.638428
	Iteration 23Q: 3 clusters Score -191651.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -191654.640625 Penalty: 2709.638428
	Iteration 24Q: 3 clusters Score -191654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -191659.359375 Penalty: 2709.638428
	Iteration 25Q: 3 clusters Score -191659.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -191662.765625 Penalty: 2709.638428
	Iteration 26Q: 3 clusters Score -191662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -191667.390625 Penalty: 2709.638428
	Iteration 27Q: 3 clusters Score -191667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -191670.000000 Penalty: 2709.638428
	Iteration 28Q: 3 clusters Score -191670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -191672.140625 Penalty: 2709.638428
	Iteration 29Q: 3 clusters Score -191672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -191673.906250 Penalty: 2709.638428
	Iteration 30Q: 3 clusters Score -191673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -191675.062500 Penalty: 2709.638428
	Iteration 31Q: 3 clusters Score -191675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -191676.828125 Penalty: 2709.638428
	Iteration 32Q: 3 clusters Score -191676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -191677.656250 Penalty: 2709.638428
	Iteration 33Q: 3 clusters Score -191677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -191677.656250 Penalty: 2709.638428
	Iteration 34F: 3 clusters Score -191677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Entering Unmasked Estep 
Score: -1415567.000000 Penalty: 1657.541138
	Iteration 0F: 2 clusters Score -1415567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1397453.625000 Penalty: 3315.082275
	Iteration 0F: 3 clusters Score -1397454 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1404257.125000 Penalty: 3315.082275
	Iteration 1F: 3 clusters Score -1404257 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1404685.750000 Penalty: 3315.082275
	Iteration 2Q: 3 clusters Score -1404686 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1405184.125000 Penalty: 3315.082275
	Iteration 3Q: 3 clusters Score -1405184 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1405787.750000 Penalty: 3315.082275
	Iteration 4Q: 3 clusters Score -1405788 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1406551.625000 Penalty: 3315.082275
	Iteration 5F: 3 clusters Score -1406552 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1407502.000000 Penalty: 3315.082275
	Iteration 6F: 3 clusters Score -1407502 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1408697.000000 Penalty: 3315.082275
	Iteration 7F: 3 clusters Score -1408697 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1410094.125000 Penalty: 3315.082275
	Iteration 8F: 3 clusters Score -1410094 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -1411510.125000 Penalty: 3315.082275
	Iteration 9F: 3 clusters Score -1411510 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -1412643.125000 Penalty: 3315.082275
	Iteration 10Q: 3 clusters Score -1412643 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1413360.500000 Penalty: 3315.082275
	Iteration 11Q: 3 clusters Score -1413360 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -1413720.625000 Penalty: 3315.082275
	Iteration 12Q: 3 clusters Score -1413721 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -1413891.250000 Penalty: 3315.082275
	Iteration 13Q: 3 clusters Score -1413891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -1413990.250000 Penalty: 3315.082275
	Iteration 14Q: 3 clusters Score -1413990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -1414043.125000 Penalty: 3315.082275
	Iteration 15Q: 3 clusters Score -1414043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1414074.625000 Penalty: 3315.082275
	Iteration 16Q: 3 clusters Score -1414075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -1414097.750000 Penalty: 3315.082275
	Iteration 17Q: 3 clusters Score -1414098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -1414109.625000 Penalty: 3315.082275
	Iteration 18Q: 3 clusters Score -1414110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -1414118.250000 Penalty: 3315.082275
	Iteration 19Q: 3 clusters Score -1414118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -1414129.875000 Penalty: 3315.082275
	Iteration 20F: 3 clusters Score -1414130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -1414138.750000 Penalty: 3315.082275
	Iteration 21Q: 3 clusters Score -1414139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -1414143.125000 Penalty: 3315.082275
	Iteration 22Q: 3 clusters Score -1414143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -1414148.125000 Penalty: 3315.082275
	Iteration 23Q: 3 clusters Score -1414148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -1414156.375000 Penalty: 3315.082275
	Iteration 24Q: 3 clusters Score -1414156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -1414164.750000 Penalty: 3315.082275
	Iteration 25Q: 3 clusters Score -1414165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -1414170.375000 Penalty: 3315.082275
	Iteration 26Q: 3 clusters Score -1414170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -1414177.000000 Penalty: 3315.082275
	Iteration 27Q: 3 clusters Score -1414177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -1414177.625000 Penalty: 3315.082275
	Iteration 28Q: 3 clusters Score -1414178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -1414182.250000 Penalty: 3315.082275
	Iteration 29Q: 3 clusters Score -1414182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -1414182.250000 Penalty: 3315.082275
	Iteration 30F: 3 clusters Score -1414182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (214029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214029 members 
Entering Unmasked Estep 
Score: -11154669.000000 Penalty: 1994.503296
	Iteration 0F: 2 clusters Score -1.115467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -11010558.000000 Penalty: 3989.006592
	Iteration 0F: 3 clusters Score -1.101056e+07 nChanged 103886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -11072352.000000 Penalty: 3989.006592
	Iteration 1F: 3 clusters Score -1.107235e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119000 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -11074226.000000 Penalty: 3989.006592
	Iteration 2Q: 3 clusters Score -1.107423e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127028 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -11077870.000000 Penalty: 3989.006592
	Iteration 3Q: 3 clusters Score -1.107787e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -11084776.000000 Penalty: 3989.006592
	Iteration 4F: 3 clusters Score -1.108478e+07 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -11097683.000000 Penalty: 3989.006592
	Iteration 5F: 3 clusters Score -1.109768e+07 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177382 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -11116972.000000 Penalty: 3989.006592
	Iteration 6F: 3 clusters Score -1.111697e+07 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196030 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -11135558.000000 Penalty: 3989.006592
	Iteration 7F: 3 clusters Score -1.113556e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207350 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -11146658.000000 Penalty: 3989.006592
	Iteration 8F: 3 clusters Score -1.114666e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211927 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11151070.000000 Penalty: 3989.006592
	Iteration 9Q: 3 clusters Score -1.115107e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213310 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11152324.000000 Penalty: 3989.006592
	Iteration 10Q: 3 clusters Score -1.115232e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213648 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11152639.000000 Penalty: 3989.006592
	Iteration 11Q: 3 clusters Score -1.115264e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213761 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11152774.000000 Penalty: 3989.006592
	Iteration 12Q: 3 clusters Score -1.115277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213805 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11152860.000000 Penalty: 3989.006592
	Iteration 13Q: 3 clusters Score -1.115286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213809 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11152897.000000 Penalty: 3989.006592
	Iteration 14Q: 3 clusters Score -1.11529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213808 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11152914.000000 Penalty: 3989.006592
	Iteration 15Q: 3 clusters Score -1.115291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213808 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11152919.000000 Penalty: 3989.006592
	Iteration 16Q: 3 clusters Score -1.115292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213809 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11152927.000000 Penalty: 3989.006592
	Iteration 17Q: 3 clusters Score -1.115293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213812 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11152933.000000 Penalty: 3989.006592
	Iteration 18Q: 3 clusters Score -1.115293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213815 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11152936.000000 Penalty: 3989.006592
	Iteration 19Q: 3 clusters Score -1.115294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213820 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11152939.000000 Penalty: 3989.006592
	Iteration 20F: 3 clusters Score -1.115294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213820 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11152942.000000 Penalty: 3989.006592
	Iteration 21Q: 3 clusters Score -1.115294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213821 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11152945.000000 Penalty: 3989.006592
	Iteration 22Q: 3 clusters Score -1.115294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213821 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11152945.000000 Penalty: 3989.006592
	Iteration 23F: 3 clusters Score -1.115294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -220475.562500 Penalty: 1379.763062
	Iteration 0F: 2 clusters Score -220475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -216556.765625 Penalty: 2759.526123
	Iteration 0F: 3 clusters Score -216556.8 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -217667.515625 Penalty: 2759.526123
	Iteration 1F: 3 clusters Score -217667.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -217845.750000 Penalty: 2759.526123
	Iteration 2F: 3 clusters Score -217845.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -217959.843750 Penalty: 2759.526123
	Iteration 3Q: 3 clusters Score -217959.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -218030.890625 Penalty: 2759.526123
	Iteration 4Q: 3 clusters Score -218030.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -218077.406250 Penalty: 2759.526123
	Iteration 5Q: 3 clusters Score -218077.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -218113.656250 Penalty: 2759.526123
	Iteration 6Q: 3 clusters Score -218113.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -218151.890625 Penalty: 2759.526123
	Iteration 7Q: 3 clusters Score -218151.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -218191.421875 Penalty: 2759.526123
	Iteration 8Q: 3 clusters Score -218191.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -218239.796875 Penalty: 2759.526123
	Iteration 9Q: 3 clusters Score -218239.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -218277.750000 Penalty: 2759.526123
	Iteration 10Q: 3 clusters Score -218277.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -218316.546875 Penalty: 2759.526123
	Iteration 11Q: 3 clusters Score -218316.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -218344.343750 Penalty: 2759.526123
	Iteration 12Q: 3 clusters Score -218344.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -218369.359375 Penalty: 2759.526123
	Iteration 13Q: 3 clusters Score -218369.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -218395.390625 Penalty: 2759.526123
	Iteration 14Q: 3 clusters Score -218395.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -218416.296875 Penalty: 2759.526123
	Iteration 15Q: 3 clusters Score -218416.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -218434.937500 Penalty: 2759.526123
	Iteration 16Q: 3 clusters Score -218434.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -218458.000000 Penalty: 2759.526123
	Iteration 17Q: 3 clusters Score -218458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -218479.500000 Penalty: 2759.526123
	Iteration 18Q: 3 clusters Score -218479.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -218495.156250 Penalty: 2759.526123
	Iteration 19Q: 3 clusters Score -218495.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -218514.125000 Penalty: 2759.526123
	Iteration 20F: 3 clusters Score -218514.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -218530.078125 Penalty: 2759.526123
	Iteration 21Q: 3 clusters Score -218530.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -218543.203125 Penalty: 2759.526123
	Iteration 22Q: 3 clusters Score -218543.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -218564.218750 Penalty: 2759.526123
	Iteration 23Q: 3 clusters Score -218564.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -218581.671875 Penalty: 2759.526123
	Iteration 24Q: 3 clusters Score -218581.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -218602.515625 Penalty: 2759.526123
	Iteration 25Q: 3 clusters Score -218602.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -218623.468750 Penalty: 2759.526123
	Iteration 26Q: 3 clusters Score -218623.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -218637.593750 Penalty: 2759.526123
	Iteration 27Q: 3 clusters Score -218637.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -218650.703125 Penalty: 2759.526123
	Iteration 28Q: 3 clusters Score -218650.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -218670.484375 Penalty: 2759.526123
	Iteration 29Q: 3 clusters Score -218670.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -218687.593750 Penalty: 2759.526123
	Iteration 30Q: 3 clusters Score -218687.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -218702.625000 Penalty: 2759.526123
	Iteration 31Q: 3 clusters Score -218702.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -218716.062500 Penalty: 2759.526123
	Iteration 32Q: 3 clusters Score -218716.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -218730.984375 Penalty: 2759.526123
	Iteration 33Q: 3 clusters Score -218731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -218742.250000 Penalty: 2759.526123
	Iteration 34Q: 3 clusters Score -218742.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -218754.218750 Penalty: 2759.526123
	Iteration 35Q: 3 clusters Score -218754.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -218771.109375 Penalty: 2759.526123
	Iteration 36Q: 3 clusters Score -218771.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -218788.984375 Penalty: 2759.526123
	Iteration 37Q: 3 clusters Score -218789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -218806.937500 Penalty: 2759.526123
	Iteration 38Q: 3 clusters Score -218806.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -218819.609375 Penalty: 2759.526123
	Iteration 39Q: 3 clusters Score -218819.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -218832.687500 Penalty: 2759.526123
	Iteration 40F: 3 clusters Score -218832.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -218845.640625 Penalty: 2759.526123
	Iteration 41Q: 3 clusters Score -218845.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -218858.265625 Penalty: 2759.526123
	Iteration 42Q: 3 clusters Score -218858.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -218869.953125 Penalty: 2759.526123
	Iteration 43Q: 3 clusters Score -218870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -218880.578125 Penalty: 2759.526123
	Iteration 44Q: 3 clusters Score -218880.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -218892.500000 Penalty: 2759.526123
	Iteration 45Q: 3 clusters Score -218892.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -218904.515625 Penalty: 2759.526123
	Iteration 46Q: 3 clusters Score -218904.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -218917.109375 Penalty: 2759.526123
	Iteration 47Q: 3 clusters Score -218917.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -218931.515625 Penalty: 2759.526123
	Iteration 48Q: 3 clusters Score -218931.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -218946.640625 Penalty: 2759.526123
	Iteration 49Q: 3 clusters Score -218946.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -218961.109375 Penalty: 2759.526123
	Iteration 50Q: 3 clusters Score -218961.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -218972.953125 Penalty: 2759.526123
	Iteration 51Q: 3 clusters Score -218973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -218984.328125 Penalty: 2759.526123
	Iteration 52Q: 3 clusters Score -218984.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -218997.437500 Penalty: 2759.526123
	Iteration 53Q: 3 clusters Score -218997.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -219010.500000 Penalty: 2759.526123
	Iteration 54Q: 3 clusters Score -219010.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -219025.859375 Penalty: 2759.526123
	Iteration 55Q: 3 clusters Score -219025.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -219036.812500 Penalty: 2759.526123
	Iteration 56Q: 3 clusters Score -219036.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -219045.750000 Penalty: 2759.526123
	Iteration 57Q: 3 clusters Score -219045.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219055.921875 Penalty: 2759.526123
	Iteration 58Q: 3 clusters Score -219055.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -219068.015625 Penalty: 2759.526123
	Iteration 59Q: 3 clusters Score -219068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -219079.078125 Penalty: 2759.526123
	Iteration 60F: 3 clusters Score -219079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219087.265625 Penalty: 2759.526123
	Iteration 61Q: 3 clusters Score -219087.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219097.093750 Penalty: 2759.526123
	Iteration 62Q: 3 clusters Score -219097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219104.406250 Penalty: 2759.526123
	Iteration 63Q: 3 clusters Score -219104.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -219111.906250 Penalty: 2759.526123
	Iteration 64Q: 3 clusters Score -219111.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -219117.921875 Penalty: 2759.526123
	Iteration 65Q: 3 clusters Score -219117.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219125.421875 Penalty: 2759.526123
	Iteration 66Q: 3 clusters Score -219125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -219130.406250 Penalty: 2759.526123
	Iteration 67Q: 3 clusters Score -219130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -219135.859375 Penalty: 2759.526123
	Iteration 68Q: 3 clusters Score -219135.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -219141.625000 Penalty: 2759.526123
	Iteration 69Q: 3 clusters Score -219141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -219146.390625 Penalty: 2759.526123
	Iteration 70Q: 3 clusters Score -219146.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -219150.578125 Penalty: 2759.526123
	Iteration 71Q: 3 clusters Score -219150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219156.328125 Penalty: 2759.526123
	Iteration 72Q: 3 clusters Score -219156.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219160.390625 Penalty: 2759.526123
	Iteration 73Q: 3 clusters Score -219160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219165.500000 Penalty: 2759.526123
	Iteration 74Q: 3 clusters Score -219165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219169.718750 Penalty: 2759.526123
	Iteration 75Q: 3 clusters Score -219169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -219170.937500 Penalty: 2759.526123
	Iteration 76Q: 3 clusters Score -219170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219172.812500 Penalty: 2759.526123
	Iteration 77Q: 3 clusters Score -219172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219174.687500 Penalty: 2759.526123
	Iteration 78Q: 3 clusters Score -219174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219176.750000 Penalty: 2759.526123
	Iteration 79Q: 3 clusters Score -219176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -219179.921875 Penalty: 2759.526123
	Iteration 80F: 3 clusters Score -219179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219184.937500 Penalty: 2759.526123
	Iteration 81Q: 3 clusters Score -219184.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219190.765625 Penalty: 2759.526123
	Iteration 82Q: 3 clusters Score -219190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219195.984375 Penalty: 2759.526123
	Iteration 83Q: 3 clusters Score -219196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -219203.984375 Penalty: 2759.526123
	Iteration 84Q: 3 clusters Score -219204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -219207.015625 Penalty: 2759.526123
	Iteration 85Q: 3 clusters Score -219207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -219212.109375 Penalty: 2759.526123
	Iteration 86Q: 3 clusters Score -219212.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -219217.875000 Penalty: 2759.526123
	Iteration 87Q: 3 clusters Score -219217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -219221.312500 Penalty: 2759.526123
	Iteration 88Q: 3 clusters Score -219221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219226.031250 Penalty: 2759.526123
	Iteration 89Q: 3 clusters Score -219226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -219236.625000 Penalty: 2759.526123
	Iteration 90Q: 3 clusters Score -219236.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -219249.390625 Penalty: 2759.526123
	Iteration 91Q: 3 clusters Score -219249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -219258.000000 Penalty: 2759.526123
	Iteration 92Q: 3 clusters Score -219258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -219266.625000 Penalty: 2759.526123
	Iteration 93Q: 3 clusters Score -219266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -219271.203125 Penalty: 2759.526123
	Iteration 94Q: 3 clusters Score -219271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -219280.671875 Penalty: 2759.526123
	Iteration 95Q: 3 clusters Score -219280.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219287.796875 Penalty: 2759.526123
	Iteration 96Q: 3 clusters Score -219287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -219293.234375 Penalty: 2759.526123
	Iteration 97Q: 3 clusters Score -219293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -219298.656250 Penalty: 2759.526123
	Iteration 98Q: 3 clusters Score -219298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -219307.484375 Penalty: 2759.526123
	Iteration 99Q: 3 clusters Score -219307.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -219313.656250 Penalty: 2759.526123
	Iteration 100F: 3 clusters Score -219313.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -219319.906250 Penalty: 2759.526123
	Iteration 101Q: 3 clusters Score -219319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -219323.796875 Penalty: 2759.526123
	Iteration 102Q: 3 clusters Score -219323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -219325.593750 Penalty: 2759.526123
	Iteration 103Q: 3 clusters Score -219325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -219325.843750 Penalty: 2759.526123
	Iteration 104Q: 3 clusters Score -219325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -219326.250000 Penalty: 2759.526123
	Iteration 105Q: 3 clusters Score -219326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -219326.906250 Penalty: 2759.526123
	Iteration 106Q: 3 clusters Score -219326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -219327.156250 Penalty: 2759.526123
	Iteration 107Q: 3 clusters Score -219327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -219327.156250 Penalty: 2759.526123
	Iteration 108F: 3 clusters Score -219327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -1116043.125000 Penalty: 1617.762817
	Iteration 0F: 2 clusters Score -1116043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1101655.375000 Penalty: 3235.525635
	Iteration 0F: 3 clusters Score -1101655 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1106994.125000 Penalty: 3235.525635
	Iteration 1F: 3 clusters Score -1106994 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1107452.375000 Penalty: 3235.525635
	Iteration 2F: 3 clusters Score -1107452 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1107970.000000 Penalty: 3235.525635
	Iteration 3F: 3 clusters Score -1107970 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1108734.625000 Penalty: 3235.525635
	Iteration 4F: 3 clusters Score -1108735 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1109821.875000 Penalty: 3235.525635
	Iteration 5F: 3 clusters Score -1109822 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1111202.250000 Penalty: 3235.525635
	Iteration 6F: 3 clusters Score -1111202 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1112545.625000 Penalty: 3235.525635
	Iteration 7F: 3 clusters Score -1112546 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1113557.625000 Penalty: 3235.525635
	Iteration 8F: 3 clusters Score -1113558 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1114135.250000 Penalty: 3235.525635
	Iteration 9Q: 3 clusters Score -1114135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1114392.500000 Penalty: 3235.525635
	Iteration 10Q: 3 clusters Score -1114392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -1114489.250000 Penalty: 3235.525635
	Iteration 11Q: 3 clusters Score -1114489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1114552.625000 Penalty: 3235.525635
	Iteration 12Q: 3 clusters Score -1114553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1114585.875000 Penalty: 3235.525635
	Iteration 13Q: 3 clusters Score -1114586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -1114615.250000 Penalty: 3235.525635
	Iteration 14Q: 3 clusters Score -1114615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1114637.750000 Penalty: 3235.525635
	Iteration 15Q: 3 clusters Score -1114638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1114656.000000 Penalty: 3235.525635
	Iteration 16Q: 3 clusters Score -1114656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1114666.500000 Penalty: 3235.525635
	Iteration 17Q: 3 clusters Score -1114666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -1114670.375000 Penalty: 3235.525635
	Iteration 18Q: 3 clusters Score -1114670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1114670.500000 Penalty: 3235.525635
	Iteration 19Q: 3 clusters Score -1114670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1114670.500000 Penalty: 3235.525635
	Iteration 20F: 3 clusters Score -1114670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -518660.000000 Penalty: 1495.979980
	Iteration 0F: 2 clusters Score -518660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -511521.343750 Penalty: 2991.959961
	Iteration 0F: 3 clusters Score -511521.3 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -513727.562500 Penalty: 2991.959961
	Iteration 1F: 3 clusters Score -513727.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -513958.843750 Penalty: 2991.959961
	Iteration 2F: 3 clusters Score -513958.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -514128.250000 Penalty: 2991.959961
	Iteration 3Q: 3 clusters Score -514128.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -514272.687500 Penalty: 2991.959961
	Iteration 4Q: 3 clusters Score -514272.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -514403.750000 Penalty: 2991.959961
	Iteration 5Q: 3 clusters Score -514403.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -514540.593750 Penalty: 2991.959961
	Iteration 6Q: 3 clusters Score -514540.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -514703.625000 Penalty: 2991.959961
	Iteration 7Q: 3 clusters Score -514703.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -514892.906250 Penalty: 2991.959961
	Iteration 8Q: 3 clusters Score -514892.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -515104.812500 Penalty: 2991.959961
	Iteration 9Q: 3 clusters Score -515104.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -515351.562500 Penalty: 2991.959961
	Iteration 10Q: 3 clusters Score -515351.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -515636.656250 Penalty: 2991.959961
	Iteration 11Q: 3 clusters Score -515636.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -515960.375000 Penalty: 2991.959961
	Iteration 12Q: 3 clusters Score -515960.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -516268.250000 Penalty: 2991.959961
	Iteration 13Q: 3 clusters Score -516268.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -516515.656250 Penalty: 2991.959961
	Iteration 14Q: 3 clusters Score -516515.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -516723.312500 Penalty: 2991.959961
	Iteration 15Q: 3 clusters Score -516723.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -516889.656250 Penalty: 2991.959961
	Iteration 16Q: 3 clusters Score -516889.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -517032.812500 Penalty: 2991.959961
	Iteration 17Q: 3 clusters Score -517032.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -517134.906250 Penalty: 2991.959961
	Iteration 18Q: 3 clusters Score -517134.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -517191.000000 Penalty: 2991.959961
	Iteration 19Q: 3 clusters Score -517191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -517250.406250 Penalty: 2991.959961
	Iteration 20F: 3 clusters Score -517250.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -517285.062500 Penalty: 2991.959961
	Iteration 21Q: 3 clusters Score -517285.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -517304.406250 Penalty: 2991.959961
	Iteration 22Q: 3 clusters Score -517304.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -517317.187500 Penalty: 2991.959961
	Iteration 23Q: 3 clusters Score -517317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -517331.062500 Penalty: 2991.959961
	Iteration 24Q: 3 clusters Score -517331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -517341.031250 Penalty: 2991.959961
	Iteration 25Q: 3 clusters Score -517341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -517343.156250 Penalty: 2991.959961
	Iteration 26Q: 3 clusters Score -517343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -517344.343750 Penalty: 2991.959961
	Iteration 27Q: 3 clusters Score -517344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -517346.093750 Penalty: 2991.959961
	Iteration 28Q: 3 clusters Score -517346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -517347.968750 Penalty: 2991.959961
	Iteration 29Q: 3 clusters Score -517348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -517350.062500 Penalty: 2991.959961
	Iteration 30Q: 3 clusters Score -517350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -517352.000000 Penalty: 2991.959961
	Iteration 31Q: 3 clusters Score -517352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -517352.593750 Penalty: 2991.959961
	Iteration 32Q: 3 clusters Score -517352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -517352.593750 Penalty: 2991.959961
	Iteration 33F: 3 clusters Score -517352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -69190.789062 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -69190.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -67401.242188 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -67401.24 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -67753.320312 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -67753.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -67841.726562 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -67841.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -67884.750000 Penalty: 2382.381592
	Iteration 3Q: 3 clusters Score -67884.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -67911.148438 Penalty: 2382.381592
	Iteration 4Q: 3 clusters Score -67911.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -67928.343750 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -67928.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -67943.507812 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -67943.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -67953.937500 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -67953.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -67957.882812 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -67957.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -67963.039062 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -67963.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -67966.757812 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -67966.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -67971.531250 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -67971.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -67974.351562 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -67974.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -67976.742188 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -67976.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -67978.179688 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -67978.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -67978.406250 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -67978.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -67978.406250 Penalty: 2382.381592
	Iteration 16F: 3 clusters Score -67978.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Entering Unmasked Estep 
Score: -1065141.750000 Penalty: 1611.247192
	Iteration 0F: 2 clusters Score -1065142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1051156.625000 Penalty: 3222.494385
	Iteration 0F: 3 clusters Score -1051157 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1056444.625000 Penalty: 3222.494385
	Iteration 1F: 3 clusters Score -1056445 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1056898.375000 Penalty: 3222.494385
	Iteration 2F: 3 clusters Score -1056898 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1057458.875000 Penalty: 3222.494385
	Iteration 3F: 3 clusters Score -1057459 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1058161.125000 Penalty: 3222.494385
	Iteration 4F: 3 clusters Score -1058161 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1058935.625000 Penalty: 3222.494385
	Iteration 5F: 3 clusters Score -1058936 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1059662.375000 Penalty: 3222.494385
	Iteration 6F: 3 clusters Score -1059662 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1060266.125000 Penalty: 3222.494385
	Iteration 7F: 3 clusters Score -1060266 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1060772.500000 Penalty: 3222.494385
	Iteration 8Q: 3 clusters Score -1060772 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1061186.125000 Penalty: 3222.494385
	Iteration 9Q: 3 clusters Score -1061186 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1061476.750000 Penalty: 3222.494385
	Iteration 10Q: 3 clusters Score -1061477 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1061670.125000 Penalty: 3222.494385
	Iteration 11Q: 3 clusters Score -1061670 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1061786.875000 Penalty: 3222.494385
	Iteration 12Q: 3 clusters Score -1061787 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1061864.500000 Penalty: 3222.494385
	Iteration 13Q: 3 clusters Score -1061864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1061915.000000 Penalty: 3222.494385
	Iteration 14Q: 3 clusters Score -1061915 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1061955.250000 Penalty: 3222.494385
	Iteration 15Q: 3 clusters Score -1061955 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1061981.625000 Penalty: 3222.494385
	Iteration 16Q: 3 clusters Score -1061982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1062004.750000 Penalty: 3222.494385
	Iteration 17Q: 3 clusters Score -1062005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1062014.375000 Penalty: 3222.494385
	Iteration 18Q: 3 clusters Score -1062014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1062016.625000 Penalty: 3222.494385
	Iteration 19Q: 3 clusters Score -1062017 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1062027.125000 Penalty: 3222.494385
	Iteration 20F: 3 clusters Score -1062027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1062032.375000 Penalty: 3222.494385
	Iteration 21Q: 3 clusters Score -1062032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1062036.000000 Penalty: 3222.494385
	Iteration 22Q: 3 clusters Score -1062036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1062040.750000 Penalty: 3222.494385
	Iteration 23Q: 3 clusters Score -1062041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1062041.000000 Penalty: 3222.494385
	Iteration 24Q: 3 clusters Score -1062041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1062045.875000 Penalty: 3222.494385
	Iteration 25Q: 3 clusters Score -1062046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1062046.875000 Penalty: 3222.494385
	Iteration 26Q: 3 clusters Score -1062047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1062049.125000 Penalty: 3222.494385
	Iteration 27Q: 3 clusters Score -1062049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1062051.125000 Penalty: 3222.494385
	Iteration 28Q: 3 clusters Score -1062051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1062051.875000 Penalty: 3222.494385
	Iteration 29Q: 3 clusters Score -1062052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1062053.250000 Penalty: 3222.494385
	Iteration 30Q: 3 clusters Score -1062053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1062054.625000 Penalty: 3222.494385
	Iteration 31Q: 3 clusters Score -1062055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1062056.875000 Penalty: 3222.494385
	Iteration 32Q: 3 clusters Score -1062057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1062059.875000 Penalty: 3222.494385
	Iteration 33Q: 3 clusters Score -1062060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1062064.125000 Penalty: 3222.494385
	Iteration 34Q: 3 clusters Score -1062064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1062062.500000 Penalty: 3222.494385
	Iteration 35Q: 3 clusters Score -1062062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1062063.750000 Penalty: 3222.494385
	Iteration 36Q: 3 clusters Score -1062064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1062065.250000 Penalty: 3222.494385
	Iteration 37Q: 3 clusters Score -1062065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1062066.875000 Penalty: 3222.494385
	Iteration 38Q: 3 clusters Score -1062067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1062070.750000 Penalty: 3222.494385
	Iteration 39Q: 3 clusters Score -1062071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1062070.625000 Penalty: 3222.494385
	Iteration 40F: 3 clusters Score -1062071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1062070.625000 Penalty: 3222.494385
	Iteration 41Q: 3 clusters Score -1062071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1062070.625000 Penalty: 3222.494385
	Iteration 42Q: 3 clusters Score -1062071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1062073.375000 Penalty: 3222.494385
	Iteration 43Q: 3 clusters Score -1062073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1062073.125000 Penalty: 3222.494385
	Iteration 44Q: 3 clusters Score -1062073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1062075.625000 Penalty: 3222.494385
	Iteration 45Q: 3 clusters Score -1062076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1062079.500000 Penalty: 3222.494385
	Iteration 46Q: 3 clusters Score -1062080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1062079.000000 Penalty: 3222.494385
	Iteration 47Q: 3 clusters Score -1062079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1062077.875000 Penalty: 3222.494385
	Iteration 48Q: 3 clusters Score -1062078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1062080.625000 Penalty: 3222.494385
	Iteration 49Q: 3 clusters Score -1062081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1062080.625000 Penalty: 3222.494385
	Iteration 50Q: 3 clusters Score -1062081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1062081.875000 Penalty: 3222.494385
	Iteration 51Q: 3 clusters Score -1062082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1062081.250000 Penalty: 3222.494385
	Iteration 52Q: 3 clusters Score -1062081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1062081.625000 Penalty: 3222.494385
	Iteration 53Q: 3 clusters Score -1062082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1062082.375000 Penalty: 3222.494385
	Iteration 54Q: 3 clusters Score -1062082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1062083.875000 Penalty: 3222.494385
	Iteration 55Q: 3 clusters Score -1062084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1062083.250000 Penalty: 3222.494385
	Iteration 56Q: 3 clusters Score -1062083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1062085.750000 Penalty: 3222.494385
	Iteration 57Q: 3 clusters Score -1062086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1062086.375000 Penalty: 3222.494385
	Iteration 58Q: 3 clusters Score -1062086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1062086.375000 Penalty: 3222.494385
	Iteration 59Q: 3 clusters Score -1062086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1062086.750000 Penalty: 3222.494385
	Iteration 60F: 3 clusters Score -1062087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1062090.125000 Penalty: 3222.494385
	Iteration 61Q: 3 clusters Score -1062090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1062088.750000 Penalty: 3222.494385
	Iteration 62Q: 3 clusters Score -1062089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1062086.750000 Penalty: 3222.494385
	Iteration 63Q: 3 clusters Score -1062087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1062089.500000 Penalty: 3222.494385
	Iteration 64Q: 3 clusters Score -1062090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1062089.000000 Penalty: 3222.494385
	Iteration 65Q: 3 clusters Score -1062089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1062087.750000 Penalty: 3222.494385
	Iteration 66Q: 3 clusters Score -1062088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1062086.250000 Penalty: 3222.494385
	Iteration 67Q: 3 clusters Score -1062086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1062086.250000 Penalty: 3222.494385
	Iteration 68F: 3 clusters Score -1062086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -981458.000000 Penalty: 1596.357910
	Iteration 0F: 2 clusters Score -981458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -968830.625000 Penalty: 3192.715820
	Iteration 0F: 3 clusters Score -968830.6 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -973311.250000 Penalty: 3192.715820
	Iteration 1F: 3 clusters Score -973311.2 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -973685.437500 Penalty: 3192.715820
	Iteration 2F: 3 clusters Score -973685.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -974086.312500 Penalty: 3192.715820
	Iteration 3Q: 3 clusters Score -974086.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -974534.312500 Penalty: 3192.715820
	Iteration 4Q: 3 clusters Score -974534.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -975139.437500 Penalty: 3192.715820
	Iteration 5Q: 3 clusters Score -975139.4 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -975871.562500 Penalty: 3192.715820
	Iteration 6F: 3 clusters Score -975871.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -976682.875000 Penalty: 3192.715820
	Iteration 7F: 3 clusters Score -976682.9 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -977389.562500 Penalty: 3192.715820
	Iteration 8F: 3 clusters Score -977389.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -978014.125000 Penalty: 3192.715820
	Iteration 9Q: 3 clusters Score -978014.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -978473.500000 Penalty: 3192.715820
	Iteration 10Q: 3 clusters Score -978473.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -978830.437500 Penalty: 3192.715820
	Iteration 11Q: 3 clusters Score -978830.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -979087.687500 Penalty: 3192.715820
	Iteration 12Q: 3 clusters Score -979087.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -979286.687500 Penalty: 3192.715820
	Iteration 13Q: 3 clusters Score -979286.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -979435.187500 Penalty: 3192.715820
	Iteration 14Q: 3 clusters Score -979435.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -979563.687500 Penalty: 3192.715820
	Iteration 15Q: 3 clusters Score -979563.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -979670.312500 Penalty: 3192.715820
	Iteration 16Q: 3 clusters Score -979670.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -979749.687500 Penalty: 3192.715820
	Iteration 17Q: 3 clusters Score -979749.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -979802.687500 Penalty: 3192.715820
	Iteration 18Q: 3 clusters Score -979802.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -979859.000000 Penalty: 3192.715820
	Iteration 19Q: 3 clusters Score -979859 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -979904.625000 Penalty: 3192.715820
	Iteration 20F: 3 clusters Score -979904.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -979951.250000 Penalty: 3192.715820
	Iteration 21Q: 3 clusters Score -979951.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -979982.500000 Penalty: 3192.715820
	Iteration 22Q: 3 clusters Score -979982.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -980004.125000 Penalty: 3192.715820
	Iteration 23Q: 3 clusters Score -980004.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -980021.125000 Penalty: 3192.715820
	Iteration 24Q: 3 clusters Score -980021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -980034.500000 Penalty: 3192.715820
	Iteration 25Q: 3 clusters Score -980034.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -980047.062500 Penalty: 3192.715820
	Iteration 26Q: 3 clusters Score -980047.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -980057.375000 Penalty: 3192.715820
	Iteration 27Q: 3 clusters Score -980057.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -980064.937500 Penalty: 3192.715820
	Iteration 28Q: 3 clusters Score -980064.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -980073.562500 Penalty: 3192.715820
	Iteration 29Q: 3 clusters Score -980073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -980077.750000 Penalty: 3192.715820
	Iteration 30Q: 3 clusters Score -980077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -980080.562500 Penalty: 3192.715820
	Iteration 31Q: 3 clusters Score -980080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -980085.187500 Penalty: 3192.715820
	Iteration 32Q: 3 clusters Score -980085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -980087.812500 Penalty: 3192.715820
	Iteration 33Q: 3 clusters Score -980087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -980089.187500 Penalty: 3192.715820
	Iteration 34Q: 3 clusters Score -980089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -980091.500000 Penalty: 3192.715820
	Iteration 35Q: 3 clusters Score -980091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -980092.625000 Penalty: 3192.715820
	Iteration 36Q: 3 clusters Score -980092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -980096.125000 Penalty: 3192.715820
	Iteration 37Q: 3 clusters Score -980096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -980098.000000 Penalty: 3192.715820
	Iteration 38Q: 3 clusters Score -980098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -980098.000000 Penalty: 3192.715820
	Iteration 39F: 3 clusters Score -980098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -336201.343750 Penalty: 1435.437744
	Iteration 0F: 2 clusters Score -336201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -331110.906250 Penalty: 2870.875488
	Iteration 0F: 3 clusters Score -331110.9 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -333019.406250 Penalty: 2870.875488
	Iteration 1F: 3 clusters Score -333019.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -333644.343750 Penalty: 2870.875488
	Iteration 2F: 3 clusters Score -333644.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -334231.375000 Penalty: 2870.875488
	Iteration 3F: 3 clusters Score -334231.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -334746.781250 Penalty: 2870.875488
	Iteration 4F: 3 clusters Score -334746.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -335090.281250 Penalty: 2870.875488
	Iteration 5F: 3 clusters Score -335090.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -335274.437500 Penalty: 2870.875488
	Iteration 6Q: 3 clusters Score -335274.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -335372.156250 Penalty: 2870.875488
	Iteration 7Q: 3 clusters Score -335372.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -335418.375000 Penalty: 2870.875488
	Iteration 8Q: 3 clusters Score -335418.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -335438.843750 Penalty: 2870.875488
	Iteration 9Q: 3 clusters Score -335438.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -335448.781250 Penalty: 2870.875488
	Iteration 10Q: 3 clusters Score -335448.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -335456.562500 Penalty: 2870.875488
	Iteration 11Q: 3 clusters Score -335456.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -335462.968750 Penalty: 2870.875488
	Iteration 12Q: 3 clusters Score -335463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -335469.062500 Penalty: 2870.875488
	Iteration 13Q: 3 clusters Score -335469.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -335477.687500 Penalty: 2870.875488
	Iteration 14Q: 3 clusters Score -335477.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -335483.781250 Penalty: 2870.875488
	Iteration 15Q: 3 clusters Score -335483.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -335490.156250 Penalty: 2870.875488
	Iteration 16Q: 3 clusters Score -335490.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -335496.343750 Penalty: 2870.875488
	Iteration 17Q: 3 clusters Score -335496.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -335501.343750 Penalty: 2870.875488
	Iteration 18Q: 3 clusters Score -335501.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -335507.906250 Penalty: 2870.875488
	Iteration 19Q: 3 clusters Score -335507.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -335513.437500 Penalty: 2870.875488
	Iteration 20F: 3 clusters Score -335513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -335517.437500 Penalty: 2870.875488
	Iteration 21Q: 3 clusters Score -335517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -335518.718750 Penalty: 2870.875488
	Iteration 22Q: 3 clusters Score -335518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -335521.250000 Penalty: 2870.875488
	Iteration 23Q: 3 clusters Score -335521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -335522.906250 Penalty: 2870.875488
	Iteration 24Q: 3 clusters Score -335522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -335523.000000 Penalty: 2870.875488
	Iteration 25Q: 3 clusters Score -335523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -335523.718750 Penalty: 2870.875488
	Iteration 26Q: 3 clusters Score -335523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -335525.375000 Penalty: 2870.875488
	Iteration 27Q: 3 clusters Score -335525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -335524.875000 Penalty: 2870.875488
	Iteration 28Q: 3 clusters Score -335524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -335524.875000 Penalty: 2870.875488
	Iteration 29F: 3 clusters Score -335524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -139454.109375 Penalty: 1283.793213
	Iteration 0F: 2 clusters Score -139454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -136947.500000 Penalty: 2567.586426
	Iteration 0F: 3 clusters Score -136947.5 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -137598.937500 Penalty: 2567.586426
	Iteration 1F: 3 clusters Score -137598.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -137742.046875 Penalty: 2567.586426
	Iteration 2F: 3 clusters Score -137742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -137829.890625 Penalty: 2567.586426
	Iteration 3Q: 3 clusters Score -137829.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -137886.734375 Penalty: 2567.586426
	Iteration 4Q: 3 clusters Score -137886.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -137927.140625 Penalty: 2567.586426
	Iteration 5Q: 3 clusters Score -137927.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -137956.156250 Penalty: 2567.586426
	Iteration 6Q: 3 clusters Score -137956.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -137983.156250 Penalty: 2567.586426
	Iteration 7Q: 3 clusters Score -137983.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -138002.109375 Penalty: 2567.586426
	Iteration 8Q: 3 clusters Score -138002.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -138018.203125 Penalty: 2567.586426
	Iteration 9Q: 3 clusters Score -138018.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -138030.984375 Penalty: 2567.586426
	Iteration 10Q: 3 clusters Score -138031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -138042.562500 Penalty: 2567.586426
	Iteration 11Q: 3 clusters Score -138042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -138051.234375 Penalty: 2567.586426
	Iteration 12Q: 3 clusters Score -138051.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -138061.890625 Penalty: 2567.586426
	Iteration 13Q: 3 clusters Score -138061.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -138074.078125 Penalty: 2567.586426
	Iteration 14Q: 3 clusters Score -138074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -138085.609375 Penalty: 2567.586426
	Iteration 15Q: 3 clusters Score -138085.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -138101.640625 Penalty: 2567.586426
	Iteration 16Q: 3 clusters Score -138101.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -138120.828125 Penalty: 2567.586426
	Iteration 17Q: 3 clusters Score -138120.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -138141.250000 Penalty: 2567.586426
	Iteration 18Q: 3 clusters Score -138141.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -138161.609375 Penalty: 2567.586426
	Iteration 19Q: 3 clusters Score -138161.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -138183.937500 Penalty: 2567.586426
	Iteration 20F: 3 clusters Score -138183.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -138205.000000 Penalty: 2567.586426
	Iteration 21Q: 3 clusters Score -138205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -138217.937500 Penalty: 2567.586426
	Iteration 22Q: 3 clusters Score -138217.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -138232.656250 Penalty: 2567.586426
	Iteration 23Q: 3 clusters Score -138232.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -138241.218750 Penalty: 2567.586426
	Iteration 24Q: 3 clusters Score -138241.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -138246.171875 Penalty: 2567.586426
	Iteration 25Q: 3 clusters Score -138246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -138248.375000 Penalty: 2567.586426
	Iteration 26Q: 3 clusters Score -138248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -138250.328125 Penalty: 2567.586426
	Iteration 27Q: 3 clusters Score -138250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -138251.546875 Penalty: 2567.586426
	Iteration 28Q: 3 clusters Score -138251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -138253.156250 Penalty: 2567.586426
	Iteration 29Q: 3 clusters Score -138253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -138254.093750 Penalty: 2567.586426
	Iteration 30Q: 3 clusters Score -138254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -138254.875000 Penalty: 2567.586426
	Iteration 31Q: 3 clusters Score -138254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -138256.328125 Penalty: 2567.586426
	Iteration 32Q: 3 clusters Score -138256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -138258.781250 Penalty: 2567.586426
	Iteration 33Q: 3 clusters Score -138258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -138260.656250 Penalty: 2567.586426
	Iteration 34Q: 3 clusters Score -138260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -138263.093750 Penalty: 2567.586426
	Iteration 35Q: 3 clusters Score -138263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -138264.546875 Penalty: 2567.586426
	Iteration 36Q: 3 clusters Score -138264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -138266.671875 Penalty: 2567.586426
	Iteration 37Q: 3 clusters Score -138266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -138268.390625 Penalty: 2567.586426
	Iteration 38Q: 3 clusters Score -138268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -138270.390625 Penalty: 2567.586426
	Iteration 39Q: 3 clusters Score -138270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -138272.781250 Penalty: 2567.586426
	Iteration 40F: 3 clusters Score -138272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -138274.625000 Penalty: 2567.586426
	Iteration 41Q: 3 clusters Score -138274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -138276.484375 Penalty: 2567.586426
	Iteration 42Q: 3 clusters Score -138276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -138278.218750 Penalty: 2567.586426
	Iteration 43Q: 3 clusters Score -138278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -138279.421875 Penalty: 2567.586426
	Iteration 44Q: 3 clusters Score -138279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -138279.796875 Penalty: 2567.586426
	Iteration 45Q: 3 clusters Score -138279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -138281.015625 Penalty: 2567.586426
	Iteration 46Q: 3 clusters Score -138281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -138281.359375 Penalty: 2567.586426
	Iteration 47Q: 3 clusters Score -138281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -138282.281250 Penalty: 2567.586426
	Iteration 48Q: 3 clusters Score -138282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -138282.984375 Penalty: 2567.586426
	Iteration 49Q: 3 clusters Score -138283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -138283.671875 Penalty: 2567.586426
	Iteration 50Q: 3 clusters Score -138283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -138283.671875 Penalty: 2567.586426
	Iteration 51F: 3 clusters Score -138283.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Entering Unmasked Estep 
Score: -2619699.000000 Penalty: 1758.269165
	Iteration 0F: 2 clusters Score -2619699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2586115.250000 Penalty: 3516.538330
	Iteration 0F: 3 clusters Score -2586115 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2599850.750000 Penalty: 3516.538330
	Iteration 1F: 3 clusters Score -2599851 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2600568.750000 Penalty: 3516.538330
	Iteration 2Q: 3 clusters Score -2600569 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2601795.000000 Penalty: 3516.538330
	Iteration 3F: 3 clusters Score -2601795 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2603939.750000 Penalty: 3516.538330
	Iteration 4F: 3 clusters Score -2603940 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2607514.750000 Penalty: 3516.538330
	Iteration 5F: 3 clusters Score -2607515 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2612097.500000 Penalty: 3516.538330
	Iteration 6F: 3 clusters Score -2612098 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2615671.750000 Penalty: 3516.538330
	Iteration 7F: 3 clusters Score -2615672 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2617332.250000 Penalty: 3516.538330
	Iteration 8Q: 3 clusters Score -2617332 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2617827.250000 Penalty: 3516.538330
	Iteration 9Q: 3 clusters Score -2617827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2618004.750000 Penalty: 3516.538330
	Iteration 10Q: 3 clusters Score -2618005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2618071.750000 Penalty: 3516.538330
	Iteration 11Q: 3 clusters Score -2618072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2618090.500000 Penalty: 3516.538330
	Iteration 12Q: 3 clusters Score -2618090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2618095.750000 Penalty: 3516.538330
	Iteration 13Q: 3 clusters Score -2618096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2618104.250000 Penalty: 3516.538330
	Iteration 14Q: 3 clusters Score -2618104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2618111.500000 Penalty: 3516.538330
	Iteration 15Q: 3 clusters Score -2618112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2618115.250000 Penalty: 3516.538330
	Iteration 16Q: 3 clusters Score -2618115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2618119.250000 Penalty: 3516.538330
	Iteration 17Q: 3 clusters Score -2618119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2618120.000000 Penalty: 3516.538330
	Iteration 18Q: 3 clusters Score -2618120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2618121.500000 Penalty: 3516.538330
	Iteration 19Q: 3 clusters Score -2618122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2618125.250000 Penalty: 3516.538330
	Iteration 20F: 3 clusters Score -2618125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Entering Unmasked Estep 
Score: -3595411.000000 Penalty: 1810.479614
	Iteration 0F: 2 clusters Score -3595411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3549254.250000 Penalty: 3620.959229
	Iteration 0F: 3 clusters Score -3549254 nChanged 32755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -3567797.750000 Penalty: 3620.959229
	Iteration 1F: 3 clusters Score -3567798 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -3568326.500000 Penalty: 3620.959229
	Iteration 2Q: 3 clusters Score -3568326 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -3569024.750000 Penalty: 3620.959229
	Iteration 3Q: 3 clusters Score -3569025 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -3570114.000000 Penalty: 3620.959229
	Iteration 4Q: 3 clusters Score -3570114 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -3571991.500000 Penalty: 3620.959229
	Iteration 5F: 3 clusters Score -3571992 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -3575291.500000 Penalty: 3620.959229
	Iteration 6F: 3 clusters Score -3575292 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -3580288.000000 Penalty: 3620.959229
	Iteration 7F: 3 clusters Score -3580288 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -3586094.500000 Penalty: 3620.959229
	Iteration 8F: 3 clusters Score -3586094 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -3590622.750000 Penalty: 3620.959229
	Iteration 9F: 3 clusters Score -3590623 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -3592755.000000 Penalty: 3620.959229
	Iteration 10Q: 3 clusters Score -3592755 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -3593441.250000 Penalty: 3620.959229
	Iteration 11Q: 3 clusters Score -3593441 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -3593648.000000 Penalty: 3620.959229
	Iteration 12Q: 3 clusters Score -3593648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -3593718.250000 Penalty: 3620.959229
	Iteration 13Q: 3 clusters Score -3593718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -3593763.000000 Penalty: 3620.959229
	Iteration 14Q: 3 clusters Score -3593763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -3593775.000000 Penalty: 3620.959229
	Iteration 15Q: 3 clusters Score -3593775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -3593789.750000 Penalty: 3620.959229
	Iteration 16Q: 3 clusters Score -3593790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -3593801.750000 Penalty: 3620.959229
	Iteration 17Q: 3 clusters Score -3593802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -3593806.000000 Penalty: 3620.959229
	Iteration 18Q: 3 clusters Score -3593806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -3593809.750000 Penalty: 3620.959229
	Iteration 19Q: 3 clusters Score -3593810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -3593811.750000 Penalty: 3620.959229
	Iteration 20F: 3 clusters Score -3593812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -3593817.500000 Penalty: 3620.959229
	Iteration 21Q: 3 clusters Score -3593818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -3593823.500000 Penalty: 3620.959229
	Iteration 22Q: 3 clusters Score -3593824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -3593835.500000 Penalty: 3620.959229
	Iteration 23Q: 3 clusters Score -3593836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -3593833.000000 Penalty: 3620.959229
	Iteration 24Q: 3 clusters Score -3593833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -3593833.000000 Penalty: 3620.959229
	Iteration 25F: 3 clusters Score -3593833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 9137 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 26910 members 
Mstep: Class 9 contains 214029 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 21067 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20239 members 
Mstep: Class 15 contains 18467 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 50017 members 
Mstep: Class 20 contains 68969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539188.000000 Penalty: 40702.550781
Iteration 239Q: 20 clusters Score -2.653919e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 3779 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16190 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 9133 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 26909 members 
Mstep: Class 9 contains 213916 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 9959 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20240 members 
Mstep: Class 15 contains 18471 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 50085 members 
Mstep: Class 20 contains 68961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539166.000000 Penalty: 40702.550781
Iteration 240F: 20 clusters Score -2.653917e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 26909 members 
Mstep: Class 9 contains 213803 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 9962 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20240 members 
Mstep: Class 15 contains 18485 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 50154 members 
Mstep: Class 20 contains 68948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539202.000000 Penalty: 40702.550781
Iteration 241Q: 20 clusters Score -2.65392e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 9125 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 26902 members 
Mstep: Class 9 contains 213704 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 9966 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20235 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 18 contains 50227 members 
Mstep: Class 20 contains 68933 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 20 clusters Score -2.653922e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16310 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 9122 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 26899 members 
Mstep: Class 9 contains 213618 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 9968 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 18509 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 50285 members 
Mstep: Class 20 contains 68924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 20 clusters Score -2.653923e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16350 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 26892 members 
Mstep: Class 9 contains 213525 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 21079 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 18518 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 50347 members 
Mstep: Class 20 contains 68910 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 20 clusters Score -2.653921e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16386 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 26890 members 
Mstep: Class 9 contains 213435 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 21085 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 18526 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 50411 members 
Mstep: Class 20 contains 68891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 20 clusters Score -2.653921e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16420 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 9122 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 26890 members 
Mstep: Class 9 contains 213353 members 
Mstep: Class 10 contains 4906 members 
Mstep: Class 11 contains 21084 members 
Mstep: Class 12 contains 9968 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 18532 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 50469 members 
Mstep: Class 20 contains 68878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 20 clusters Score -2.653921e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16453 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 26885 members 
Mstep: Class 9 contains 213285 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 21091 members 
Mstep: Class 12 contains 9968 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 20233 members 
Mstep: Class 15 contains 18534 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 50522 members 
Mstep: Class 20 contains 68870 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 20 clusters Score -2.653919e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16482 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 4191 members 
Mstep: Class 8 contains 26884 members 
Mstep: Class 9 contains 213209 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 21097 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20232 members 
Mstep: Class 15 contains 18538 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 50573 members 
Mstep: Class 20 contains 68861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 20 clusters Score -2.653919e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16513 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 26880 members 
Mstep: Class 9 contains 213145 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 21101 members 
Mstep: Class 12 contains 9971 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 18540 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 50628 members 
Mstep: Class 20 contains 68854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539152.000000 Penalty: 40702.550781
Iteration 249Q: 20 clusters Score -2.653915e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16545 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 26875 members 
Mstep: Class 9 contains 213068 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 21106 members 
Mstep: Class 12 contains 9970 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 18542 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 50690 members 
Mstep: Class 20 contains 68849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539140.000000 Penalty: 40702.550781
Iteration 250Q: 20 clusters Score -2.653914e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 16570 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 26873 members 
Mstep: Class 9 contains 213015 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 21113 members 
Mstep: Class 12 contains 9970 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20229 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 50750 members 
Mstep: Class 20 contains 68841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539188.000000 Penalty: 40702.550781
Iteration 251Q: 20 clusters Score -2.653919e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 9067 members 
Mstep: Class 4 contains 16601 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 4191 members 
Mstep: Class 8 contains 26869 members 
Mstep: Class 9 contains 212958 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 21118 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20229 members 
Mstep: Class 15 contains 18541 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 50809 members 
Mstep: Class 20 contains 68832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539204.000000 Penalty: 40702.550781
Iteration 252Q: 20 clusters Score -2.65392e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 9103 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 26868 members 
Mstep: Class 9 contains 212903 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 21127 members 
Mstep: Class 12 contains 9971 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20229 members 
Mstep: Class 15 contains 18545 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 50870 members 
Mstep: Class 20 contains 68822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539184.000000 Penalty: 40702.550781
Iteration 253Q: 20 clusters Score -2.653918e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 26864 members 
Mstep: Class 9 contains 212856 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 9975 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18546 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 50922 members 
Mstep: Class 20 contains 68817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539198.000000 Penalty: 40702.550781
Iteration 254Q: 20 clusters Score -2.65392e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 16629 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9082 members 
Mstep: Class 7 contains 4190 members 
Mstep: Class 8 contains 26860 members 
Mstep: Class 9 contains 212812 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 21136 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18547 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 50997 members 
Mstep: Class 20 contains 68807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539146.000000 Penalty: 40702.550781
Iteration 255Q: 20 clusters Score -2.653915e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9073 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 26856 members 
Mstep: Class 9 contains 212764 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 9978 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18549 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 51081 members 
Mstep: Class 20 contains 68794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539174.000000 Penalty: 40702.550781
Iteration 256Q: 20 clusters Score -2.653917e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 26847 members 
Mstep: Class 9 contains 212712 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 9981 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 18552 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 51177 members 
Mstep: Class 20 contains 68779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 20 clusters Score -2.653915e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 26841 members 
Mstep: Class 9 contains 212673 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 9982 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 18555 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 51253 members 
Mstep: Class 20 contains 68770 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 20 clusters Score -2.653921e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 26838 members 
Mstep: Class 9 contains 212629 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 9983 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 18561 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 51329 members 
Mstep: Class 20 contains 68760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 20 clusters Score -2.653921e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16651 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 26835 members 
Mstep: Class 9 contains 212592 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 9984 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 20227 members 
Mstep: Class 15 contains 18563 members 
Mstep: Class 16 contains 6802 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 51396 members 
Mstep: Class 20 contains 68751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 20 clusters Score -2.653922e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16657 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 9036 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 26835 members 
Mstep: Class 9 contains 212547 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 9987 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 6800 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 51463 members 
Mstep: Class 20 contains 68740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 20 clusters Score -2.653931e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 3732 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16671 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 9037 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 26831 members 
Mstep: Class 9 contains 212506 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 9992 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 51511 members 
Mstep: Class 20 contains 68732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 20 clusters Score -2.653932e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16678 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9032 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 26827 members 
Mstep: Class 9 contains 212469 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 10001 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 51570 members 
Mstep: Class 20 contains 68731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 20 clusters Score -2.65393e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16684 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9029 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 26821 members 
Mstep: Class 9 contains 212436 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 21148 members 
Mstep: Class 12 contains 10002 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 51618 members 
Mstep: Class 20 contains 68734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539314.000000 Penalty: 40702.550781
Iteration 264Q: 20 clusters Score -2.653931e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 3717 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 26814 members 
Mstep: Class 9 contains 212396 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 21152 members 
Mstep: Class 12 contains 10010 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 51673 members 
Mstep: Class 20 contains 68731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539286.000000 Penalty: 40702.550781
Iteration 265Q: 20 clusters Score -2.653929e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 3711 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 16698 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 212363 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 10013 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 18567 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 51719 members 
Mstep: Class 20 contains 68727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539310.000000 Penalty: 40702.550781
Iteration 266Q: 20 clusters Score -2.653931e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 16708 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 212319 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 21153 members 
Mstep: Class 12 contains 10021 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 18570 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 20 contains 68729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539332.000000 Penalty: 40702.550781
Iteration 267Q: 20 clusters Score -2.653933e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16713 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 4202 members 
Mstep: Class 8 contains 26789 members 
Mstep: Class 9 contains 212267 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 21155 members 
Mstep: Class 12 contains 10022 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 20224 members 
Mstep: Class 15 contains 18578 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 51806 members 
Mstep: Class 20 contains 68728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539292.000000 Penalty: 40702.550781
Iteration 268Q: 20 clusters Score -2.653929e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 3704 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16725 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 26782 members 
Mstep: Class 9 contains 212224 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 21158 members 
Mstep: Class 12 contains 10025 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 20224 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 51839 members 
Mstep: Class 20 contains 68731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539272.000000 Penalty: 40702.550781
Iteration 269Q: 20 clusters Score -2.653927e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16739 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 9021 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 26775 members 
Mstep: Class 9 contains 212187 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 21163 members 
Mstep: Class 12 contains 10028 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 20224 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 51866 members 
Mstep: Class 20 contains 68734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539324.000000 Penalty: 40702.550781
Iteration 270Q: 20 clusters Score -2.653932e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16747 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 9020 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 26765 members 
Mstep: Class 9 contains 212157 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 21165 members 
Mstep: Class 12 contains 10030 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 18 contains 51901 members 
Mstep: Class 20 contains 68733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539318.000000 Penalty: 40702.550781
Iteration 271Q: 20 clusters Score -2.653932e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16753 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 9017 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 26750 members 
Mstep: Class 9 contains 212134 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 11 contains 21164 members 
Mstep: Class 12 contains 10032 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 51949 members 
Mstep: Class 20 contains 68729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539376.000000 Penalty: 40702.550781
Iteration 272Q: 20 clusters Score -2.653938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16763 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 26739 members 
Mstep: Class 9 contains 212111 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 10035 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18587 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 51989 members 
Mstep: Class 20 contains 68724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539344.000000 Penalty: 40702.550781
Iteration 273Q: 20 clusters Score -2.653934e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16771 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 4217 members 
Mstep: Class 8 contains 26728 members 
Mstep: Class 9 contains 212085 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 21153 members 
Mstep: Class 12 contains 10036 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18588 members 
Mstep: Class 16 contains 6783 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 52038 members 
Mstep: Class 20 contains 68720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539336.000000 Penalty: 40702.550781
Iteration 274Q: 20 clusters Score -2.653934e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16779 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 9013 members 
Mstep: Class 7 contains 4223 members 
Mstep: Class 8 contains 26721 members 
Mstep: Class 9 contains 212045 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 21153 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18587 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 52074 members 
Mstep: Class 20 contains 68722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539276.000000 Penalty: 40702.550781
Iteration 275Q: 20 clusters Score -2.653928e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16785 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 9012 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 26712 members 
Mstep: Class 9 contains 212012 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18587 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 52112 members 
Mstep: Class 20 contains 68722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539300.000000 Penalty: 40702.550781
Iteration 276Q: 20 clusters Score -2.65393e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16789 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 26709 members 
Mstep: Class 9 contains 211981 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 21159 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18593 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 18 contains 52144 members 
Mstep: Class 20 contains 68723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539322.000000 Penalty: 40702.550781
Iteration 277Q: 20 clusters Score -2.653932e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16795 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 26708 members 
Mstep: Class 9 contains 211945 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 21161 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18600 members 
Mstep: Class 16 contains 6775 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 52176 members 
Mstep: Class 20 contains 68722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539284.000000 Penalty: 40702.550781
Iteration 278Q: 20 clusters Score -2.653928e+07 nChanged 63
Entering ConstructFrom: 
Score: -26539284.000000 Penalty: 40702.550781
Entering ConstructFrom: 
Trying to split cluster 1 (40532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Entering Unmasked Estep 
Score: -2103726.500000 Penalty: 1724.100098
	Iteration 0F: 2 clusters Score -2103726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2076585.750000 Penalty: 3448.200195
	Iteration 0F: 3 clusters Score -2076586 nChanged 18952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2087400.500000 Penalty: 3448.200195
	Iteration 1F: 3 clusters Score -2087400 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2088018.000000 Penalty: 3448.200195
	Iteration 2Q: 3 clusters Score -2088018 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2088798.500000 Penalty: 3448.200195
	Iteration 3Q: 3 clusters Score -2088798 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2089988.500000 Penalty: 3448.200195
	Iteration 4F: 3 clusters Score -2089988 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2091956.625000 Penalty: 3448.200195
	Iteration 5F: 3 clusters Score -2091957 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2094729.625000 Penalty: 3448.200195
	Iteration 6F: 3 clusters Score -2094730 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2097752.250000 Penalty: 3448.200195
	Iteration 7F: 3 clusters Score -2097752 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2100102.500000 Penalty: 3448.200195
	Iteration 8F: 3 clusters Score -2100102 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2101377.250000 Penalty: 3448.200195
	Iteration 9Q: 3 clusters Score -2101377 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2101823.250000 Penalty: 3448.200195
	Iteration 10Q: 3 clusters Score -2101823 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2102013.000000 Penalty: 3448.200195
	Iteration 11Q: 3 clusters Score -2102013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2102102.250000 Penalty: 3448.200195
	Iteration 12Q: 3 clusters Score -2102102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2102142.250000 Penalty: 3448.200195
	Iteration 13Q: 3 clusters Score -2102142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2102157.750000 Penalty: 3448.200195
	Iteration 14Q: 3 clusters Score -2102158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2102169.250000 Penalty: 3448.200195
	Iteration 15Q: 3 clusters Score -2102169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2102175.750000 Penalty: 3448.200195
	Iteration 16Q: 3 clusters Score -2102176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2102188.250000 Penalty: 3448.200195
	Iteration 17Q: 3 clusters Score -2102188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2102195.750000 Penalty: 3448.200195
	Iteration 18Q: 3 clusters Score -2102196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2102203.250000 Penalty: 3448.200195
	Iteration 19Q: 3 clusters Score -2102203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2102207.250000 Penalty: 3448.200195
	Iteration 20F: 3 clusters Score -2102207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2102208.750000 Penalty: 3448.200195
	Iteration 21Q: 3 clusters Score -2102209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2102210.250000 Penalty: 3448.200195
	Iteration 22Q: 3 clusters Score -2102210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2102210.000000 Penalty: 3448.200195
	Iteration 23Q: 3 clusters Score -2102210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2102210.000000 Penalty: 3448.200195
	Iteration 24F: 3 clusters Score -2102210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -182491.765625 Penalty: 1334.145142
	Iteration 0F: 2 clusters Score -182491.8 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 1879 members 
Entering Unmasked Estep 
Score: -179402.265625 Penalty: 2668.290283
	Iteration 0F: 3 clusters Score -179402.3 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -180224.906250 Penalty: 2668.290283
	Iteration 1F: 3 clusters Score -180224.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -180408.984375 Penalty: 2668.290283
	Iteration 2F: 3 clusters Score -180409 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -180542.843750 Penalty: 2668.290283
	Iteration 3F: 3 clusters Score -180542.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180661.328125 Penalty: 2668.290283
	Iteration 4F: 3 clusters Score -180661.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -180761.171875 Penalty: 2668.290283
	Iteration 5Q: 3 clusters Score -180761.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -180850.703125 Penalty: 2668.290283
	Iteration 6Q: 3 clusters Score -180850.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -180949.281250 Penalty: 2668.290283
	Iteration 7Q: 3 clusters Score -180949.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -181036.421875 Penalty: 2668.290283
	Iteration 8Q: 3 clusters Score -181036.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -181110.187500 Penalty: 2668.290283
	Iteration 9Q: 3 clusters Score -181110.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -181158.140625 Penalty: 2668.290283
	Iteration 10Q: 3 clusters Score -181158.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -181188.765625 Penalty: 2668.290283
	Iteration 11Q: 3 clusters Score -181188.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -181209.125000 Penalty: 2668.290283
	Iteration 12Q: 3 clusters Score -181209.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -181224.578125 Penalty: 2668.290283
	Iteration 13Q: 3 clusters Score -181224.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -181235.515625 Penalty: 2668.290283
	Iteration 14Q: 3 clusters Score -181235.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -181242.921875 Penalty: 2668.290283
	Iteration 15Q: 3 clusters Score -181242.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -181247.578125 Penalty: 2668.290283
	Iteration 16Q: 3 clusters Score -181247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -181249.250000 Penalty: 2668.290283
	Iteration 17Q: 3 clusters Score -181249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -181251.562500 Penalty: 2668.290283
	Iteration 18Q: 3 clusters Score -181251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -181252.812500 Penalty: 2668.290283
	Iteration 19Q: 3 clusters Score -181252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -181255.937500 Penalty: 2668.290283
	Iteration 20F: 3 clusters Score -181255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -181258.234375 Penalty: 2668.290283
	Iteration 21Q: 3 clusters Score -181258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -181260.156250 Penalty: 2668.290283
	Iteration 22Q: 3 clusters Score -181260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181263.046875 Penalty: 2668.290283
	Iteration 23Q: 3 clusters Score -181263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -181264.578125 Penalty: 2668.290283
	Iteration 24Q: 3 clusters Score -181264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -181267.125000 Penalty: 2668.290283
	Iteration 25Q: 3 clusters Score -181267.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -181272.484375 Penalty: 2668.290283
	Iteration 26Q: 3 clusters Score -181272.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -181277.218750 Penalty: 2668.290283
	Iteration 27Q: 3 clusters Score -181277.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -181281.062500 Penalty: 2668.290283
	Iteration 28Q: 3 clusters Score -181281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -181285.703125 Penalty: 2668.290283
	Iteration 29Q: 3 clusters Score -181285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -181287.671875 Penalty: 2668.290283
	Iteration 30Q: 3 clusters Score -181287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -181288.671875 Penalty: 2668.290283
	Iteration 31Q: 3 clusters Score -181288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -181288.921875 Penalty: 2668.290283
	Iteration 32Q: 3 clusters Score -181288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -181288.984375 Penalty: 2668.290283
	Iteration 33Q: 3 clusters Score -181289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -181289.546875 Penalty: 2668.290283
	Iteration 34Q: 3 clusters Score -181289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -181289.031250 Penalty: 2668.290283
	Iteration 35Q: 3 clusters Score -181289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -181289.031250 Penalty: 2668.290283
	Iteration 36F: 3 clusters Score -181289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -480363.187500 Penalty: 1480.889893
	Iteration 0F: 2 clusters Score -480363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -473762.750000 Penalty: 2961.779785
	Iteration 0F: 3 clusters Score -473762.8 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -475771.031250 Penalty: 2961.779785
	Iteration 1F: 3 clusters Score -475771 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -475973.781250 Penalty: 2961.779785
	Iteration 2F: 3 clusters Score -475973.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -476112.843750 Penalty: 2961.779785
	Iteration 3Q: 3 clusters Score -476112.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -476255.750000 Penalty: 2961.779785
	Iteration 4Q: 3 clusters Score -476255.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -476445.562500 Penalty: 2961.779785
	Iteration 5Q: 3 clusters Score -476445.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -476687.062500 Penalty: 2961.779785
	Iteration 6Q: 3 clusters Score -476687.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -476991.500000 Penalty: 2961.779785
	Iteration 7F: 3 clusters Score -476991.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -477379.593750 Penalty: 2961.779785
	Iteration 8F: 3 clusters Score -477379.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -477839.375000 Penalty: 2961.779785
	Iteration 9F: 3 clusters Score -477839.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -478205.531250 Penalty: 2961.779785
	Iteration 10F: 3 clusters Score -478205.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -478462.593750 Penalty: 2961.779785
	Iteration 11Q: 3 clusters Score -478462.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -478650.812500 Penalty: 2961.779785
	Iteration 12Q: 3 clusters Score -478650.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -478769.500000 Penalty: 2961.779785
	Iteration 13Q: 3 clusters Score -478769.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -478857.062500 Penalty: 2961.779785
	Iteration 14Q: 3 clusters Score -478857.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -478943.718750 Penalty: 2961.779785
	Iteration 15Q: 3 clusters Score -478943.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -479012.031250 Penalty: 2961.779785
	Iteration 16Q: 3 clusters Score -479012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -479066.125000 Penalty: 2961.779785
	Iteration 17Q: 3 clusters Score -479066.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -479095.812500 Penalty: 2961.779785
	Iteration 18Q: 3 clusters Score -479095.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -479117.812500 Penalty: 2961.779785
	Iteration 19Q: 3 clusters Score -479117.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -479139.437500 Penalty: 2961.779785
	Iteration 20F: 3 clusters Score -479139.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -479152.875000 Penalty: 2961.779785
	Iteration 21Q: 3 clusters Score -479152.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -479166.812500 Penalty: 2961.779785
	Iteration 22Q: 3 clusters Score -479166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -479176.531250 Penalty: 2961.779785
	Iteration 23Q: 3 clusters Score -479176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -479182.093750 Penalty: 2961.779785
	Iteration 24Q: 3 clusters Score -479182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -479185.093750 Penalty: 2961.779785
	Iteration 25Q: 3 clusters Score -479185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -479189.937500 Penalty: 2961.779785
	Iteration 26Q: 3 clusters Score -479189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -479193.937500 Penalty: 2961.779785
	Iteration 27Q: 3 clusters Score -479193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -479197.125000 Penalty: 2961.779785
	Iteration 28Q: 3 clusters Score -479197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -479202.000000 Penalty: 2961.779785
	Iteration 29Q: 3 clusters Score -479202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -479204.468750 Penalty: 2961.779785
	Iteration 30Q: 3 clusters Score -479204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -479209.750000 Penalty: 2961.779785
	Iteration 31Q: 3 clusters Score -479209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -479214.750000 Penalty: 2961.779785
	Iteration 32Q: 3 clusters Score -479214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -479218.750000 Penalty: 2961.779785
	Iteration 33Q: 3 clusters Score -479218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -479221.343750 Penalty: 2961.779785
	Iteration 34Q: 3 clusters Score -479221.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -479223.875000 Penalty: 2961.779785
	Iteration 35Q: 3 clusters Score -479223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -479223.875000 Penalty: 2961.779785
	Iteration 36F: 3 clusters Score -479223.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Entering Unmasked Estep 
Score: -897310.250000 Penalty: 1580.945679
	Iteration 0F: 2 clusters Score -897310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -885629.875000 Penalty: 3161.891357
	Iteration 0F: 3 clusters Score -885629.9 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -889867.875000 Penalty: 3161.891357
	Iteration 1F: 3 clusters Score -889867.9 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -890252.125000 Penalty: 3161.891357
	Iteration 2F: 3 clusters Score -890252.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -890676.312500 Penalty: 3161.891357
	Iteration 3F: 3 clusters Score -890676.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -891151.937500 Penalty: 3161.891357
	Iteration 4F: 3 clusters Score -891151.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -891777.187500 Penalty: 3161.891357
	Iteration 5F: 3 clusters Score -891777.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -892599.812500 Penalty: 3161.891357
	Iteration 6F: 3 clusters Score -892599.8 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -893572.375000 Penalty: 3161.891357
	Iteration 7F: 3 clusters Score -893572.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -894496.562500 Penalty: 3161.891357
	Iteration 8F: 3 clusters Score -894496.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -895180.062500 Penalty: 3161.891357
	Iteration 9Q: 3 clusters Score -895180.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -895575.625000 Penalty: 3161.891357
	Iteration 10Q: 3 clusters Score -895575.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -895741.937500 Penalty: 3161.891357
	Iteration 11Q: 3 clusters Score -895741.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -895837.312500 Penalty: 3161.891357
	Iteration 12Q: 3 clusters Score -895837.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -895875.375000 Penalty: 3161.891357
	Iteration 13Q: 3 clusters Score -895875.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -895890.625000 Penalty: 3161.891357
	Iteration 14Q: 3 clusters Score -895890.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -895903.250000 Penalty: 3161.891357
	Iteration 15Q: 3 clusters Score -895903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -895907.875000 Penalty: 3161.891357
	Iteration 16Q: 3 clusters Score -895907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -895912.062500 Penalty: 3161.891357
	Iteration 17Q: 3 clusters Score -895912.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -895912.062500 Penalty: 3161.891357
	Iteration 18F: 3 clusters Score -895912.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -128624.062500 Penalty: 1273.345947
	Iteration 0F: 2 clusters Score -128624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -126184.445312 Penalty: 2546.691895
	Iteration 0F: 3 clusters Score -126184.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -126707.492188 Penalty: 2546.691895
	Iteration 1F: 3 clusters Score -126707.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -126857.734375 Penalty: 2546.691895
	Iteration 2F: 3 clusters Score -126857.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -126948.953125 Penalty: 2546.691895
	Iteration 3F: 3 clusters Score -126949 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -127008.484375 Penalty: 2546.691895
	Iteration 4Q: 3 clusters Score -127008.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -127047.789062 Penalty: 2546.691895
	Iteration 5Q: 3 clusters Score -127047.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -127074.695312 Penalty: 2546.691895
	Iteration 6Q: 3 clusters Score -127074.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -127093.476562 Penalty: 2546.691895
	Iteration 7Q: 3 clusters Score -127093.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -127108.062500 Penalty: 2546.691895
	Iteration 8Q: 3 clusters Score -127108.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -127119.976562 Penalty: 2546.691895
	Iteration 9Q: 3 clusters Score -127120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -127129.296875 Penalty: 2546.691895
	Iteration 10Q: 3 clusters Score -127129.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -127138.492188 Penalty: 2546.691895
	Iteration 11Q: 3 clusters Score -127138.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -127148.187500 Penalty: 2546.691895
	Iteration 12Q: 3 clusters Score -127148.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -127158.125000 Penalty: 2546.691895
	Iteration 13Q: 3 clusters Score -127158.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -127168.320312 Penalty: 2546.691895
	Iteration 14Q: 3 clusters Score -127168.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -127178.515625 Penalty: 2546.691895
	Iteration 15Q: 3 clusters Score -127178.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -127187.312500 Penalty: 2546.691895
	Iteration 16Q: 3 clusters Score -127187.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -127193.250000 Penalty: 2546.691895
	Iteration 17Q: 3 clusters Score -127193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -127201.992188 Penalty: 2546.691895
	Iteration 18Q: 3 clusters Score -127202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -127211.976562 Penalty: 2546.691895
	Iteration 19Q: 3 clusters Score -127212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -127222.031250 Penalty: 2546.691895
	Iteration 20F: 3 clusters Score -127222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -127227.523438 Penalty: 2546.691895
	Iteration 21Q: 3 clusters Score -127227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -127233.250000 Penalty: 2546.691895
	Iteration 22Q: 3 clusters Score -127233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -127237.320312 Penalty: 2546.691895
	Iteration 23Q: 3 clusters Score -127237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -127242.640625 Penalty: 2546.691895
	Iteration 24Q: 3 clusters Score -127242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -127248.734375 Penalty: 2546.691895
	Iteration 25Q: 3 clusters Score -127248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -127251.531250 Penalty: 2546.691895
	Iteration 26Q: 3 clusters Score -127251.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -127253.804688 Penalty: 2546.691895
	Iteration 27Q: 3 clusters Score -127253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -127254.882812 Penalty: 2546.691895
	Iteration 28Q: 3 clusters Score -127254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -127255.593750 Penalty: 2546.691895
	Iteration 29Q: 3 clusters Score -127255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -127255.781250 Penalty: 2546.691895
	Iteration 30Q: 3 clusters Score -127255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -127256.484375 Penalty: 2546.691895
	Iteration 31Q: 3 clusters Score -127256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -127257.398438 Penalty: 2546.691895
	Iteration 32Q: 3 clusters Score -127257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -127259.351562 Penalty: 2546.691895
	Iteration 33Q: 3 clusters Score -127259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -127262.507812 Penalty: 2546.691895
	Iteration 34Q: 3 clusters Score -127262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -127264.531250 Penalty: 2546.691895
	Iteration 35Q: 3 clusters Score -127264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -127265.875000 Penalty: 2546.691895
	Iteration 36Q: 3 clusters Score -127265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -127267.921875 Penalty: 2546.691895
	Iteration 37Q: 3 clusters Score -127267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -127271.726562 Penalty: 2546.691895
	Iteration 38Q: 3 clusters Score -127271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -127278.218750 Penalty: 2546.691895
	Iteration 39Q: 3 clusters Score -127278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -127286.015625 Penalty: 2546.691895
	Iteration 40F: 3 clusters Score -127286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -127295.882812 Penalty: 2546.691895
	Iteration 41Q: 3 clusters Score -127295.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -127312.804688 Penalty: 2546.691895
	Iteration 42Q: 3 clusters Score -127312.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -127325.492188 Penalty: 2546.691895
	Iteration 43Q: 3 clusters Score -127325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -127340.265625 Penalty: 2546.691895
	Iteration 44Q: 3 clusters Score -127340.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -127353.656250 Penalty: 2546.691895
	Iteration 45Q: 3 clusters Score -127353.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -127370.687500 Penalty: 2546.691895
	Iteration 46Q: 3 clusters Score -127370.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -127381.367188 Penalty: 2546.691895
	Iteration 47Q: 3 clusters Score -127381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -127389.937500 Penalty: 2546.691895
	Iteration 48Q: 3 clusters Score -127389.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -127401.882812 Penalty: 2546.691895
	Iteration 49Q: 3 clusters Score -127401.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -127407.570312 Penalty: 2546.691895
	Iteration 50Q: 3 clusters Score -127407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -127416.093750 Penalty: 2546.691895
	Iteration 51Q: 3 clusters Score -127416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -127427.523438 Penalty: 2546.691895
	Iteration 52Q: 3 clusters Score -127427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -127432.742188 Penalty: 2546.691895
	Iteration 53Q: 3 clusters Score -127432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -127435.500000 Penalty: 2546.691895
	Iteration 54Q: 3 clusters Score -127435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -127437.554688 Penalty: 2546.691895
	Iteration 55Q: 3 clusters Score -127437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -127438.492188 Penalty: 2546.691895
	Iteration 56Q: 3 clusters Score -127438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -127440.039062 Penalty: 2546.691895
	Iteration 57Q: 3 clusters Score -127440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -127441.906250 Penalty: 2546.691895
	Iteration 58Q: 3 clusters Score -127441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -127444.070312 Penalty: 2546.691895
	Iteration 59Q: 3 clusters Score -127444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -127446.062500 Penalty: 2546.691895
	Iteration 60F: 3 clusters Score -127446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -127448.164062 Penalty: 2546.691895
	Iteration 61Q: 3 clusters Score -127448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -127450.679688 Penalty: 2546.691895
	Iteration 62Q: 3 clusters Score -127450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -127452.234375 Penalty: 2546.691895
	Iteration 63Q: 3 clusters Score -127452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -127452.710938 Penalty: 2546.691895
	Iteration 64Q: 3 clusters Score -127452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -127454.031250 Penalty: 2546.691895
	Iteration 65Q: 3 clusters Score -127454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -127455.671875 Penalty: 2546.691895
	Iteration 66Q: 3 clusters Score -127455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -127456.492188 Penalty: 2546.691895
	Iteration 67Q: 3 clusters Score -127456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -127456.492188 Penalty: 2546.691895
	Iteration 68F: 3 clusters Score -127456.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -475102.343750 Penalty: 1479.811768
	Iteration 0F: 2 clusters Score -475102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -468520.968750 Penalty: 2959.623535
	Iteration 0F: 3 clusters Score -468521 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -470648.875000 Penalty: 2959.623535
	Iteration 1F: 3 clusters Score -470648.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -470883.781250 Penalty: 2959.623535
	Iteration 2F: 3 clusters Score -470883.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -471082.437500 Penalty: 2959.623535
	Iteration 3F: 3 clusters Score -471082.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -471230.250000 Penalty: 2959.623535
	Iteration 4Q: 3 clusters Score -471230.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -471400.468750 Penalty: 2959.623535
	Iteration 5Q: 3 clusters Score -471400.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -471584.718750 Penalty: 2959.623535
	Iteration 6Q: 3 clusters Score -471584.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -471810.312500 Penalty: 2959.623535
	Iteration 7Q: 3 clusters Score -471810.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -472034.562500 Penalty: 2959.623535
	Iteration 8Q: 3 clusters Score -472034.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -472303.000000 Penalty: 2959.623535
	Iteration 9Q: 3 clusters Score -472303 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -472599.437500 Penalty: 2959.623535
	Iteration 10Q: 3 clusters Score -472599.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -472856.750000 Penalty: 2959.623535
	Iteration 11Q: 3 clusters Score -472856.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -473084.000000 Penalty: 2959.623535
	Iteration 12Q: 3 clusters Score -473084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -473282.281250 Penalty: 2959.623535
	Iteration 13Q: 3 clusters Score -473282.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -473413.125000 Penalty: 2959.623535
	Iteration 14Q: 3 clusters Score -473413.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -473497.500000 Penalty: 2959.623535
	Iteration 15Q: 3 clusters Score -473497.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473552.718750 Penalty: 2959.623535
	Iteration 16Q: 3 clusters Score -473552.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -473597.031250 Penalty: 2959.623535
	Iteration 17Q: 3 clusters Score -473597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -473637.968750 Penalty: 2959.623535
	Iteration 18Q: 3 clusters Score -473638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -473684.500000 Penalty: 2959.623535
	Iteration 19Q: 3 clusters Score -473684.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -473723.968750 Penalty: 2959.623535
	Iteration 20F: 3 clusters Score -473724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -473745.468750 Penalty: 2959.623535
	Iteration 21Q: 3 clusters Score -473745.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -473759.437500 Penalty: 2959.623535
	Iteration 22Q: 3 clusters Score -473759.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -473773.750000 Penalty: 2959.623535
	Iteration 23Q: 3 clusters Score -473773.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -473783.593750 Penalty: 2959.623535
	Iteration 24Q: 3 clusters Score -473783.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -473792.062500 Penalty: 2959.623535
	Iteration 25Q: 3 clusters Score -473792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -473796.843750 Penalty: 2959.623535
	Iteration 26Q: 3 clusters Score -473796.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -473800.625000 Penalty: 2959.623535
	Iteration 27Q: 3 clusters Score -473800.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -473803.843750 Penalty: 2959.623535
	Iteration 28Q: 3 clusters Score -473803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -473807.937500 Penalty: 2959.623535
	Iteration 29Q: 3 clusters Score -473807.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -473814.875000 Penalty: 2959.623535
	Iteration 30Q: 3 clusters Score -473814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -473817.218750 Penalty: 2959.623535
	Iteration 31Q: 3 clusters Score -473817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -473821.375000 Penalty: 2959.623535
	Iteration 32Q: 3 clusters Score -473821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -473825.281250 Penalty: 2959.623535
	Iteration 33Q: 3 clusters Score -473825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -473827.156250 Penalty: 2959.623535
	Iteration 34Q: 3 clusters Score -473827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -473829.281250 Penalty: 2959.623535
	Iteration 35Q: 3 clusters Score -473829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -473830.718750 Penalty: 2959.623535
	Iteration 36Q: 3 clusters Score -473830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -473832.218750 Penalty: 2959.623535
	Iteration 37Q: 3 clusters Score -473832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -473832.312500 Penalty: 2959.623535
	Iteration 38Q: 3 clusters Score -473832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -473833.093750 Penalty: 2959.623535
	Iteration 39Q: 3 clusters Score -473833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -473834.000000 Penalty: 2959.623535
	Iteration 40F: 3 clusters Score -473834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -473836.968750 Penalty: 2959.623535
	Iteration 41Q: 3 clusters Score -473837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -473837.406250 Penalty: 2959.623535
	Iteration 42Q: 3 clusters Score -473837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -473838.750000 Penalty: 2959.623535
	Iteration 43Q: 3 clusters Score -473838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -473838.437500 Penalty: 2959.623535
	Iteration 44Q: 3 clusters Score -473838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -473840.000000 Penalty: 2959.623535
	Iteration 45Q: 3 clusters Score -473840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -473840.062500 Penalty: 2959.623535
	Iteration 46Q: 3 clusters Score -473840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -473841.062500 Penalty: 2959.623535
	Iteration 47Q: 3 clusters Score -473841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -473841.156250 Penalty: 2959.623535
	Iteration 48Q: 3 clusters Score -473841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -473841.375000 Penalty: 2959.623535
	Iteration 49Q: 3 clusters Score -473841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -473841.375000 Penalty: 2959.623535
	Iteration 50F: 3 clusters Score -473841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -194927.484375 Penalty: 1356.868042
	Iteration 0F: 2 clusters Score -194927.5 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 2129 members 
Entering Unmasked Estep 
Score: -191497.546875 Penalty: 2713.736084
	Iteration 0F: 3 clusters Score -191497.5 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -192484.000000 Penalty: 2713.736084
	Iteration 1F: 3 clusters Score -192484 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -192680.609375 Penalty: 2713.736084
	Iteration 2F: 3 clusters Score -192680.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -192860.687500 Penalty: 2713.736084
	Iteration 3F: 3 clusters Score -192860.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -193015.531250 Penalty: 2713.736084
	Iteration 4F: 3 clusters Score -193015.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -193168.562500 Penalty: 2713.736084
	Iteration 5Q: 3 clusters Score -193168.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -193309.109375 Penalty: 2713.736084
	Iteration 6Q: 3 clusters Score -193309.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -193437.437500 Penalty: 2713.736084
	Iteration 7Q: 3 clusters Score -193437.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -193576.812500 Penalty: 2713.736084
	Iteration 8Q: 3 clusters Score -193576.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -193708.609375 Penalty: 2713.736084
	Iteration 9Q: 3 clusters Score -193708.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -193822.406250 Penalty: 2713.736084
	Iteration 10Q: 3 clusters Score -193822.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -193904.531250 Penalty: 2713.736084
	Iteration 11Q: 3 clusters Score -193904.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -193963.046875 Penalty: 2713.736084
	Iteration 12Q: 3 clusters Score -193963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -194012.390625 Penalty: 2713.736084
	Iteration 13Q: 3 clusters Score -194012.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -194046.671875 Penalty: 2713.736084
	Iteration 14Q: 3 clusters Score -194046.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -194070.906250 Penalty: 2713.736084
	Iteration 15Q: 3 clusters Score -194070.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -194089.625000 Penalty: 2713.736084
	Iteration 16Q: 3 clusters Score -194089.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -194102.062500 Penalty: 2713.736084
	Iteration 17Q: 3 clusters Score -194102.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -194107.015625 Penalty: 2713.736084
	Iteration 18Q: 3 clusters Score -194107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -194109.968750 Penalty: 2713.736084
	Iteration 19Q: 3 clusters Score -194110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -194114.515625 Penalty: 2713.736084
	Iteration 20F: 3 clusters Score -194114.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -194119.000000 Penalty: 2713.736084
	Iteration 21Q: 3 clusters Score -194119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -194123.593750 Penalty: 2713.736084
	Iteration 22Q: 3 clusters Score -194123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -194129.281250 Penalty: 2713.736084
	Iteration 23Q: 3 clusters Score -194129.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -194132.734375 Penalty: 2713.736084
	Iteration 24Q: 3 clusters Score -194132.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -194137.265625 Penalty: 2713.736084
	Iteration 25Q: 3 clusters Score -194137.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -194141.859375 Penalty: 2713.736084
	Iteration 26Q: 3 clusters Score -194141.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -194145.625000 Penalty: 2713.736084
	Iteration 27Q: 3 clusters Score -194145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -194148.015625 Penalty: 2713.736084
	Iteration 28Q: 3 clusters Score -194148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -194149.328125 Penalty: 2713.736084
	Iteration 29Q: 3 clusters Score -194149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -194150.062500 Penalty: 2713.736084
	Iteration 30Q: 3 clusters Score -194150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -194149.953125 Penalty: 2713.736084
	Iteration 31Q: 3 clusters Score -194150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -194150.296875 Penalty: 2713.736084
	Iteration 32Q: 3 clusters Score -194150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -194150.578125 Penalty: 2713.736084
	Iteration 33Q: 3 clusters Score -194150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -194151.218750 Penalty: 2713.736084
	Iteration 34Q: 3 clusters Score -194151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -194151.250000 Penalty: 2713.736084
	Iteration 35Q: 3 clusters Score -194151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -194151.171875 Penalty: 2713.736084
	Iteration 36Q: 3 clusters Score -194151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -194151.171875 Penalty: 2713.736084
	Iteration 37F: 3 clusters Score -194151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Entering Unmasked Estep 
Score: -1405039.375000 Penalty: 1656.310669
	Iteration 0F: 2 clusters Score -1405039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1387012.000000 Penalty: 3312.621338
	Iteration 0F: 3 clusters Score -1387012 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1393738.250000 Penalty: 3312.621338
	Iteration 1F: 3 clusters Score -1393738 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1394104.500000 Penalty: 3312.621338
	Iteration 2Q: 3 clusters Score -1394104 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1394456.000000 Penalty: 3312.621338
	Iteration 3Q: 3 clusters Score -1394456 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1394749.375000 Penalty: 3312.621338
	Iteration 4Q: 3 clusters Score -1394749 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1395053.250000 Penalty: 3312.621338
	Iteration 5Q: 3 clusters Score -1395053 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1395353.750000 Penalty: 3312.621338
	Iteration 6Q: 3 clusters Score -1395354 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1395702.875000 Penalty: 3312.621338
	Iteration 7Q: 3 clusters Score -1395703 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1396085.875000 Penalty: 3312.621338
	Iteration 8Q: 3 clusters Score -1396086 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1396466.000000 Penalty: 3312.621338
	Iteration 9Q: 3 clusters Score -1396466 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1396803.000000 Penalty: 3312.621338
	Iteration 10Q: 3 clusters Score -1396803 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1397131.000000 Penalty: 3312.621338
	Iteration 11Q: 3 clusters Score -1397131 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1397430.250000 Penalty: 3312.621338
	Iteration 12Q: 3 clusters Score -1397430 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1397736.250000 Penalty: 3312.621338
	Iteration 13Q: 3 clusters Score -1397736 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1398063.625000 Penalty: 3312.621338
	Iteration 14Q: 3 clusters Score -1398064 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1398424.750000 Penalty: 3312.621338
	Iteration 15Q: 3 clusters Score -1398425 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1398802.500000 Penalty: 3312.621338
	Iteration 16Q: 3 clusters Score -1398802 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1399222.000000 Penalty: 3312.621338
	Iteration 17Q: 3 clusters Score -1399222 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1399701.375000 Penalty: 3312.621338
	Iteration 18Q: 3 clusters Score -1399701 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1400287.875000 Penalty: 3312.621338
	Iteration 19Q: 3 clusters Score -1400288 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1400923.875000 Penalty: 3312.621338
	Iteration 20F: 3 clusters Score -1400924 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1401570.625000 Penalty: 3312.621338
	Iteration 21Q: 3 clusters Score -1401571 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1402178.625000 Penalty: 3312.621338
	Iteration 22Q: 3 clusters Score -1402179 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1402558.750000 Penalty: 3312.621338
	Iteration 23Q: 3 clusters Score -1402559 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1402799.625000 Penalty: 3312.621338
	Iteration 24Q: 3 clusters Score -1402800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1402960.750000 Penalty: 3312.621338
	Iteration 25Q: 3 clusters Score -1402961 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1403110.875000 Penalty: 3312.621338
	Iteration 26Q: 3 clusters Score -1403111 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1403236.125000 Penalty: 3312.621338
	Iteration 27Q: 3 clusters Score -1403236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1403358.625000 Penalty: 3312.621338
	Iteration 28Q: 3 clusters Score -1403359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1403411.000000 Penalty: 3312.621338
	Iteration 29Q: 3 clusters Score -1403411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1403460.125000 Penalty: 3312.621338
	Iteration 30Q: 3 clusters Score -1403460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1403507.125000 Penalty: 3312.621338
	Iteration 31Q: 3 clusters Score -1403507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1403531.625000 Penalty: 3312.621338
	Iteration 32Q: 3 clusters Score -1403532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1403545.625000 Penalty: 3312.621338
	Iteration 33Q: 3 clusters Score -1403546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1403561.750000 Penalty: 3312.621338
	Iteration 34Q: 3 clusters Score -1403562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1403573.125000 Penalty: 3312.621338
	Iteration 35Q: 3 clusters Score -1403573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1403579.625000 Penalty: 3312.621338
	Iteration 36Q: 3 clusters Score -1403580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1403588.625000 Penalty: 3312.621338
	Iteration 37Q: 3 clusters Score -1403589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1403593.125000 Penalty: 3312.621338
	Iteration 38Q: 3 clusters Score -1403593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1403603.750000 Penalty: 3312.621338
	Iteration 39Q: 3 clusters Score -1403604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1403608.500000 Penalty: 3312.621338
	Iteration 40F: 3 clusters Score -1403608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1403615.500000 Penalty: 3312.621338
	Iteration 41Q: 3 clusters Score -1403616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1403617.875000 Penalty: 3312.621338
	Iteration 42Q: 3 clusters Score -1403618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1403629.000000 Penalty: 3312.621338
	Iteration 43Q: 3 clusters Score -1403629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1403631.875000 Penalty: 3312.621338
	Iteration 44Q: 3 clusters Score -1403632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1403641.625000 Penalty: 3312.621338
	Iteration 45Q: 3 clusters Score -1403642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1403643.750000 Penalty: 3312.621338
	Iteration 46Q: 3 clusters Score -1403644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1403647.000000 Penalty: 3312.621338
	Iteration 47Q: 3 clusters Score -1403647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1403645.875000 Penalty: 3312.621338
	Iteration 48Q: 3 clusters Score -1403646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1403647.000000 Penalty: 3312.621338
	Iteration 49Q: 3 clusters Score -1403647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1403647.875000 Penalty: 3312.621338
	Iteration 50Q: 3 clusters Score -1403648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1403648.625000 Penalty: 3312.621338
	Iteration 51Q: 3 clusters Score -1403649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1403647.750000 Penalty: 3312.621338
	Iteration 52Q: 3 clusters Score -1403648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1403647.750000 Penalty: 3312.621338
	Iteration 53F: 3 clusters Score -1403648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (211913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211913 members 
Entering Unmasked Estep 
Score: -11049813.000000 Penalty: 1992.888794
	Iteration 0F: 2 clusters Score -1.104981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 105906 members 
Entering Unmasked Estep 
Score: -10907278.000000 Penalty: 3985.777588
	Iteration 0F: 3 clusters Score -1.090728e+07 nChanged 102637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -10969704.000000 Penalty: 3985.777588
	Iteration 1F: 3 clusters Score -1.09697e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -10972266.000000 Penalty: 3985.777588
	Iteration 2Q: 3 clusters Score -1.097227e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117597 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -10975762.000000 Penalty: 3985.777588
	Iteration 3Q: 3 clusters Score -1.097576e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -10980813.000000 Penalty: 3985.777588
	Iteration 4F: 3 clusters Score -1.098081e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10987431.000000 Penalty: 3985.777588
	Iteration 5F: 3 clusters Score -1.098743e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140836 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -10994978.000000 Penalty: 3985.777588
	Iteration 6F: 3 clusters Score -1.099498e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -11002882.000000 Penalty: 3985.777588
	Iteration 7F: 3 clusters Score -1.100288e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160127 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -11011332.000000 Penalty: 3985.777588
	Iteration 8F: 3 clusters Score -1.101133e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -11020454.000000 Penalty: 3985.777588
	Iteration 9Q: 3 clusters Score -1.102045e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -11029036.000000 Penalty: 3985.777588
	Iteration 10Q: 3 clusters Score -1.102904e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -11035232.000000 Penalty: 3985.777588
	Iteration 11Q: 3 clusters Score -1.103523e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -11037933.000000 Penalty: 3985.777588
	Iteration 12Q: 3 clusters Score -1.103793e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181904 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -11039230.000000 Penalty: 3985.777588
	Iteration 13Q: 3 clusters Score -1.103923e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183393 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -11039732.000000 Penalty: 3985.777588
	Iteration 14Q: 3 clusters Score -1.103973e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -11040180.000000 Penalty: 3985.777588
	Iteration 15Q: 3 clusters Score -1.104018e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186236 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -11040565.000000 Penalty: 3985.777588
	Iteration 16Q: 3 clusters Score -1.104056e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187549 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -11040826.000000 Penalty: 3985.777588
	Iteration 17Q: 3 clusters Score -1.104083e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188812 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -11041168.000000 Penalty: 3985.777588
	Iteration 18Q: 3 clusters Score -1.104117e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -11041494.000000 Penalty: 3985.777588
	Iteration 19Q: 3 clusters Score -1.104149e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -11041790.000000 Penalty: 3985.777588
	Iteration 20F: 3 clusters Score -1.104179e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -11042047.000000 Penalty: 3985.777588
	Iteration 21Q: 3 clusters Score -1.104205e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193373 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -11042287.000000 Penalty: 3985.777588
	Iteration 22Q: 3 clusters Score -1.104229e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194449 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -11042455.000000 Penalty: 3985.777588
	Iteration 23Q: 3 clusters Score -1.104246e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195507 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -11042640.000000 Penalty: 3985.777588
	Iteration 24Q: 3 clusters Score -1.104264e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196541 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -11042911.000000 Penalty: 3985.777588
	Iteration 25Q: 3 clusters Score -1.104291e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197575 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -11043191.000000 Penalty: 3985.777588
	Iteration 26Q: 3 clusters Score -1.104319e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198550 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -11043470.000000 Penalty: 3985.777588
	Iteration 27Q: 3 clusters Score -1.104347e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199524 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -11043725.000000 Penalty: 3985.777588
	Iteration 28Q: 3 clusters Score -1.104372e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200501 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -11043955.000000 Penalty: 3985.777588
	Iteration 29Q: 3 clusters Score -1.104396e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201494 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -11044352.000000 Penalty: 3985.777588
	Iteration 30Q: 3 clusters Score -1.104435e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202513 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -11044616.000000 Penalty: 3985.777588
	Iteration 31Q: 3 clusters Score -1.104462e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203497 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -11045017.000000 Penalty: 3985.777588
	Iteration 32Q: 3 clusters Score -1.104502e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204488 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -11045338.000000 Penalty: 3985.777588
	Iteration 33Q: 3 clusters Score -1.104534e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205410 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -11045615.000000 Penalty: 3985.777588
	Iteration 34Q: 3 clusters Score -1.104562e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206305 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -11045994.000000 Penalty: 3985.777588
	Iteration 35Q: 3 clusters Score -1.104599e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207130 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -11046362.000000 Penalty: 3985.777588
	Iteration 36Q: 3 clusters Score -1.104636e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207864 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11046625.000000 Penalty: 3985.777588
	Iteration 37Q: 3 clusters Score -1.104662e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208478 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11046941.000000 Penalty: 3985.777588
	Iteration 38Q: 3 clusters Score -1.104694e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209032 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11047255.000000 Penalty: 3985.777588
	Iteration 39Q: 3 clusters Score -1.104726e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209517 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11047451.000000 Penalty: 3985.777588
	Iteration 40F: 3 clusters Score -1.104745e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209906 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11047591.000000 Penalty: 3985.777588
	Iteration 41Q: 3 clusters Score -1.104759e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210185 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11047748.000000 Penalty: 3985.777588
	Iteration 42Q: 3 clusters Score -1.104775e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210422 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11047854.000000 Penalty: 3985.777588
	Iteration 43Q: 3 clusters Score -1.104785e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210605 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11047950.000000 Penalty: 3985.777588
	Iteration 44Q: 3 clusters Score -1.104795e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210730 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11048013.000000 Penalty: 3985.777588
	Iteration 45Q: 3 clusters Score -1.104801e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210837 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11048076.000000 Penalty: 3985.777588
	Iteration 46Q: 3 clusters Score -1.104808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210911 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11048129.000000 Penalty: 3985.777588
	Iteration 47Q: 3 clusters Score -1.104813e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11048177.000000 Penalty: 3985.777588
	Iteration 48Q: 3 clusters Score -1.104818e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211026 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11048210.000000 Penalty: 3985.777588
	Iteration 49Q: 3 clusters Score -1.104821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211055 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11048213.000000 Penalty: 3985.777588
	Iteration 50Q: 3 clusters Score -1.104821e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211091 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11048230.000000 Penalty: 3985.777588
	Iteration 51Q: 3 clusters Score -1.104823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211128 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11048259.000000 Penalty: 3985.777588
	Iteration 52Q: 3 clusters Score -1.104826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211146 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11048269.000000 Penalty: 3985.777588
	Iteration 53Q: 3 clusters Score -1.104827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11048264.000000 Penalty: 3985.777588
	Iteration 54Q: 3 clusters Score -1.104826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11048275.000000 Penalty: 3985.777588
	Iteration 55Q: 3 clusters Score -1.104828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11048274.000000 Penalty: 3985.777588
	Iteration 56Q: 3 clusters Score -1.104827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211168 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11048284.000000 Penalty: 3985.777588
	Iteration 57Q: 3 clusters Score -1.104828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211173 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11048276.000000 Penalty: 3985.777588
	Iteration 58Q: 3 clusters Score -1.104828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211174 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11048282.000000 Penalty: 3985.777588
	Iteration 59Q: 3 clusters Score -1.104828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211175 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11048298.000000 Penalty: 3985.777588
	Iteration 60F: 3 clusters Score -1.10483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211178 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11048304.000000 Penalty: 3985.777588
	Iteration 61Q: 3 clusters Score -1.10483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211185 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11048324.000000 Penalty: 3985.777588
	Iteration 62Q: 3 clusters Score -1.104832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211192 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11048319.000000 Penalty: 3985.777588
	Iteration 63Q: 3 clusters Score -1.104832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211196 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11048316.000000 Penalty: 3985.777588
	Iteration 64Q: 3 clusters Score -1.104832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211199 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11048314.000000 Penalty: 3985.777588
	Iteration 65Q: 3 clusters Score -1.104831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211200 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11048321.000000 Penalty: 3985.777588
	Iteration 66Q: 3 clusters Score -1.104832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11048317.000000 Penalty: 3985.777588
	Iteration 67Q: 3 clusters Score -1.104832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11048314.000000 Penalty: 3985.777588
	Iteration 68Q: 3 clusters Score -1.104831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11048314.000000 Penalty: 3985.777588
	Iteration 69F: 3 clusters Score -1.104831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -227225.406250 Penalty: 1384.336060
	Iteration 0F: 2 clusters Score -227225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -223216.578125 Penalty: 2768.672119
	Iteration 0F: 3 clusters Score -223216.6 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -224388.078125 Penalty: 2768.672119
	Iteration 1F: 3 clusters Score -224388.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -224671.031250 Penalty: 2768.672119
	Iteration 2F: 3 clusters Score -224671 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -224879.250000 Penalty: 2768.672119
	Iteration 3F: 3 clusters Score -224879.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -225017.484375 Penalty: 2768.672119
	Iteration 4F: 3 clusters Score -225017.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -225107.953125 Penalty: 2768.672119
	Iteration 5Q: 3 clusters Score -225108 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -225187.562500 Penalty: 2768.672119
	Iteration 6Q: 3 clusters Score -225187.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -225249.765625 Penalty: 2768.672119
	Iteration 7Q: 3 clusters Score -225249.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -225294.421875 Penalty: 2768.672119
	Iteration 8Q: 3 clusters Score -225294.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -225330.937500 Penalty: 2768.672119
	Iteration 9Q: 3 clusters Score -225330.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -225363.671875 Penalty: 2768.672119
	Iteration 10Q: 3 clusters Score -225363.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -225398.625000 Penalty: 2768.672119
	Iteration 11Q: 3 clusters Score -225398.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -225426.437500 Penalty: 2768.672119
	Iteration 12Q: 3 clusters Score -225426.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -225451.437500 Penalty: 2768.672119
	Iteration 13Q: 3 clusters Score -225451.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -225478.750000 Penalty: 2768.672119
	Iteration 14Q: 3 clusters Score -225478.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -225500.406250 Penalty: 2768.672119
	Iteration 15Q: 3 clusters Score -225500.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -225514.453125 Penalty: 2768.672119
	Iteration 16Q: 3 clusters Score -225514.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -225529.625000 Penalty: 2768.672119
	Iteration 17Q: 3 clusters Score -225529.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -225548.640625 Penalty: 2768.672119
	Iteration 18Q: 3 clusters Score -225548.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -225575.187500 Penalty: 2768.672119
	Iteration 19Q: 3 clusters Score -225575.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -225607.046875 Penalty: 2768.672119
	Iteration 20F: 3 clusters Score -225607 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -225645.984375 Penalty: 2768.672119
	Iteration 21Q: 3 clusters Score -225646 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -225690.906250 Penalty: 2768.672119
	Iteration 22Q: 3 clusters Score -225690.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -225739.437500 Penalty: 2768.672119
	Iteration 23Q: 3 clusters Score -225739.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -225797.312500 Penalty: 2768.672119
	Iteration 24Q: 3 clusters Score -225797.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -225873.640625 Penalty: 2768.672119
	Iteration 25Q: 3 clusters Score -225873.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -225965.984375 Penalty: 2768.672119
	Iteration 26Q: 3 clusters Score -225966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -226040.593750 Penalty: 2768.672119
	Iteration 27Q: 3 clusters Score -226040.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -226096.015625 Penalty: 2768.672119
	Iteration 28Q: 3 clusters Score -226096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -226140.875000 Penalty: 2768.672119
	Iteration 29Q: 3 clusters Score -226140.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -226168.515625 Penalty: 2768.672119
	Iteration 30Q: 3 clusters Score -226168.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -226186.078125 Penalty: 2768.672119
	Iteration 31Q: 3 clusters Score -226186.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -226203.484375 Penalty: 2768.672119
	Iteration 32Q: 3 clusters Score -226203.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -226217.312500 Penalty: 2768.672119
	Iteration 33Q: 3 clusters Score -226217.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -226229.312500 Penalty: 2768.672119
	Iteration 34Q: 3 clusters Score -226229.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -226237.546875 Penalty: 2768.672119
	Iteration 35Q: 3 clusters Score -226237.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -226244.765625 Penalty: 2768.672119
	Iteration 36Q: 3 clusters Score -226244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -226247.750000 Penalty: 2768.672119
	Iteration 37Q: 3 clusters Score -226247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -226250.875000 Penalty: 2768.672119
	Iteration 38Q: 3 clusters Score -226250.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -226253.203125 Penalty: 2768.672119
	Iteration 39Q: 3 clusters Score -226253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -226257.312500 Penalty: 2768.672119
	Iteration 40F: 3 clusters Score -226257.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -226259.968750 Penalty: 2768.672119
	Iteration 41Q: 3 clusters Score -226260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -226261.125000 Penalty: 2768.672119
	Iteration 42Q: 3 clusters Score -226261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -226262.171875 Penalty: 2768.672119
	Iteration 43Q: 3 clusters Score -226262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -226263.265625 Penalty: 2768.672119
	Iteration 44Q: 3 clusters Score -226263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -226264.187500 Penalty: 2768.672119
	Iteration 45Q: 3 clusters Score -226264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -226265.093750 Penalty: 2768.672119
	Iteration 46Q: 3 clusters Score -226265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -226265.625000 Penalty: 2768.672119
	Iteration 47Q: 3 clusters Score -226265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -226266.671875 Penalty: 2768.672119
	Iteration 48Q: 3 clusters Score -226266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -226266.765625 Penalty: 2768.672119
	Iteration 49Q: 3 clusters Score -226266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -226266.812500 Penalty: 2768.672119
	Iteration 50Q: 3 clusters Score -226266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -226267.343750 Penalty: 2768.672119
	Iteration 51Q: 3 clusters Score -226267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -226268.640625 Penalty: 2768.672119
	Iteration 52Q: 3 clusters Score -226268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -226270.343750 Penalty: 2768.672119
	Iteration 53Q: 3 clusters Score -226270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -226272.468750 Penalty: 2768.672119
	Iteration 54Q: 3 clusters Score -226272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -226273.562500 Penalty: 2768.672119
	Iteration 55Q: 3 clusters Score -226273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -226274.734375 Penalty: 2768.672119
	Iteration 56Q: 3 clusters Score -226274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -226276.203125 Penalty: 2768.672119
	Iteration 57Q: 3 clusters Score -226276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -226277.390625 Penalty: 2768.672119
	Iteration 58Q: 3 clusters Score -226277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -226278.234375 Penalty: 2768.672119
	Iteration 59Q: 3 clusters Score -226278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -226279.281250 Penalty: 2768.672119
	Iteration 60F: 3 clusters Score -226279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -226279.531250 Penalty: 2768.672119
	Iteration 61Q: 3 clusters Score -226279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -226280.062500 Penalty: 2768.672119
	Iteration 62Q: 3 clusters Score -226280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -226280.421875 Penalty: 2768.672119
	Iteration 63Q: 3 clusters Score -226280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -226281.281250 Penalty: 2768.672119
	Iteration 64Q: 3 clusters Score -226281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -226281.281250 Penalty: 2768.672119
	Iteration 65F: 3 clusters Score -226281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Entering Unmasked Estep 
Score: -1121103.250000 Penalty: 1618.509277
	Iteration 0F: 2 clusters Score -1121103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1106656.625000 Penalty: 3237.018555
	Iteration 0F: 3 clusters Score -1106657 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1111939.000000 Penalty: 3237.018555
	Iteration 1F: 3 clusters Score -1111939 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1112277.875000 Penalty: 3237.018555
	Iteration 2Q: 3 clusters Score -1112278 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1112606.250000 Penalty: 3237.018555
	Iteration 3Q: 3 clusters Score -1112606 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1112959.250000 Penalty: 3237.018555
	Iteration 4Q: 3 clusters Score -1112959 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1113319.375000 Penalty: 3237.018555
	Iteration 5Q: 3 clusters Score -1113319 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1113705.125000 Penalty: 3237.018555
	Iteration 6Q: 3 clusters Score -1113705 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1114137.625000 Penalty: 3237.018555
	Iteration 7Q: 3 clusters Score -1114138 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1114647.500000 Penalty: 3237.018555
	Iteration 8Q: 3 clusters Score -1114648 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1115302.500000 Penalty: 3237.018555
	Iteration 9Q: 3 clusters Score -1115302 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1116021.750000 Penalty: 3237.018555
	Iteration 10F: 3 clusters Score -1116022 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1116629.000000 Penalty: 3237.018555
	Iteration 11Q: 3 clusters Score -1116629 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1117003.250000 Penalty: 3237.018555
	Iteration 12Q: 3 clusters Score -1117003 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1117223.500000 Penalty: 3237.018555
	Iteration 13Q: 3 clusters Score -1117224 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1117364.125000 Penalty: 3237.018555
	Iteration 14Q: 3 clusters Score -1117364 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1117473.750000 Penalty: 3237.018555
	Iteration 15Q: 3 clusters Score -1117474 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1117560.750000 Penalty: 3237.018555
	Iteration 16Q: 3 clusters Score -1117561 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1117626.625000 Penalty: 3237.018555
	Iteration 17Q: 3 clusters Score -1117627 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1117676.750000 Penalty: 3237.018555
	Iteration 18Q: 3 clusters Score -1117677 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1117734.250000 Penalty: 3237.018555
	Iteration 19Q: 3 clusters Score -1117734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1117785.000000 Penalty: 3237.018555
	Iteration 20F: 3 clusters Score -1117785 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1117833.125000 Penalty: 3237.018555
	Iteration 21Q: 3 clusters Score -1117833 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1117881.750000 Penalty: 3237.018555
	Iteration 22Q: 3 clusters Score -1117882 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1117915.500000 Penalty: 3237.018555
	Iteration 23Q: 3 clusters Score -1117916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1117953.000000 Penalty: 3237.018555
	Iteration 24Q: 3 clusters Score -1117953 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1117984.125000 Penalty: 3237.018555
	Iteration 25Q: 3 clusters Score -1117984 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1118009.375000 Penalty: 3237.018555
	Iteration 26Q: 3 clusters Score -1118009 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1118026.125000 Penalty: 3237.018555
	Iteration 27Q: 3 clusters Score -1118026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1118043.875000 Penalty: 3237.018555
	Iteration 28Q: 3 clusters Score -1118044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1118060.250000 Penalty: 3237.018555
	Iteration 29Q: 3 clusters Score -1118060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1118075.000000 Penalty: 3237.018555
	Iteration 30Q: 3 clusters Score -1118075 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1118087.500000 Penalty: 3237.018555
	Iteration 31Q: 3 clusters Score -1118088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1118104.625000 Penalty: 3237.018555
	Iteration 32Q: 3 clusters Score -1118105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1118114.500000 Penalty: 3237.018555
	Iteration 33Q: 3 clusters Score -1118114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1118130.875000 Penalty: 3237.018555
	Iteration 34Q: 3 clusters Score -1118131 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1118149.625000 Penalty: 3237.018555
	Iteration 35Q: 3 clusters Score -1118150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1118155.750000 Penalty: 3237.018555
	Iteration 36Q: 3 clusters Score -1118156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1118172.375000 Penalty: 3237.018555
	Iteration 37Q: 3 clusters Score -1118172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1118183.250000 Penalty: 3237.018555
	Iteration 38Q: 3 clusters Score -1118183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1118194.625000 Penalty: 3237.018555
	Iteration 39Q: 3 clusters Score -1118195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1118203.125000 Penalty: 3237.018555
	Iteration 40F: 3 clusters Score -1118203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1118210.375000 Penalty: 3237.018555
	Iteration 41Q: 3 clusters Score -1118210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1118222.250000 Penalty: 3237.018555
	Iteration 42Q: 3 clusters Score -1118222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1118232.625000 Penalty: 3237.018555
	Iteration 43Q: 3 clusters Score -1118233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1118241.125000 Penalty: 3237.018555
	Iteration 44Q: 3 clusters Score -1118241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1118250.625000 Penalty: 3237.018555
	Iteration 45Q: 3 clusters Score -1118251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1118255.750000 Penalty: 3237.018555
	Iteration 46Q: 3 clusters Score -1118256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1118268.875000 Penalty: 3237.018555
	Iteration 47Q: 3 clusters Score -1118269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1118276.000000 Penalty: 3237.018555
	Iteration 48Q: 3 clusters Score -1118276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1118284.000000 Penalty: 3237.018555
	Iteration 49Q: 3 clusters Score -1118284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1118292.375000 Penalty: 3237.018555
	Iteration 50Q: 3 clusters Score -1118292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1118299.375000 Penalty: 3237.018555
	Iteration 51Q: 3 clusters Score -1118299 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1118305.625000 Penalty: 3237.018555
	Iteration 52Q: 3 clusters Score -1118306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1118313.250000 Penalty: 3237.018555
	Iteration 53Q: 3 clusters Score -1118313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1118325.625000 Penalty: 3237.018555
	Iteration 54Q: 3 clusters Score -1118326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1118335.250000 Penalty: 3237.018555
	Iteration 55Q: 3 clusters Score -1118335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1118345.250000 Penalty: 3237.018555
	Iteration 56Q: 3 clusters Score -1118345 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1118357.875000 Penalty: 3237.018555
	Iteration 57Q: 3 clusters Score -1118358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1118369.625000 Penalty: 3237.018555
	Iteration 58Q: 3 clusters Score -1118370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1118383.250000 Penalty: 3237.018555
	Iteration 59Q: 3 clusters Score -1118383 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1118397.125000 Penalty: 3237.018555
	Iteration 60F: 3 clusters Score -1118397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1118415.875000 Penalty: 3237.018555
	Iteration 61Q: 3 clusters Score -1118416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1118449.125000 Penalty: 3237.018555
	Iteration 62Q: 3 clusters Score -1118449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1118478.125000 Penalty: 3237.018555
	Iteration 63Q: 3 clusters Score -1118478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1118507.375000 Penalty: 3237.018555
	Iteration 64Q: 3 clusters Score -1118507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1118532.750000 Penalty: 3237.018555
	Iteration 65Q: 3 clusters Score -1118533 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1118557.875000 Penalty: 3237.018555
	Iteration 66Q: 3 clusters Score -1118558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1118580.875000 Penalty: 3237.018555
	Iteration 67Q: 3 clusters Score -1118581 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1118608.375000 Penalty: 3237.018555
	Iteration 68Q: 3 clusters Score -1118608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1118636.125000 Penalty: 3237.018555
	Iteration 69Q: 3 clusters Score -1118636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1118663.875000 Penalty: 3237.018555
	Iteration 70Q: 3 clusters Score -1118664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1118689.000000 Penalty: 3237.018555
	Iteration 71Q: 3 clusters Score -1118689 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1118709.875000 Penalty: 3237.018555
	Iteration 72Q: 3 clusters Score -1118710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1118735.000000 Penalty: 3237.018555
	Iteration 73Q: 3 clusters Score -1118735 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1118750.625000 Penalty: 3237.018555
	Iteration 74Q: 3 clusters Score -1118751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1118765.000000 Penalty: 3237.018555
	Iteration 75Q: 3 clusters Score -1118765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1118780.375000 Penalty: 3237.018555
	Iteration 76Q: 3 clusters Score -1118780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1118801.875000 Penalty: 3237.018555
	Iteration 77Q: 3 clusters Score -1118802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1118818.125000 Penalty: 3237.018555
	Iteration 78Q: 3 clusters Score -1118818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1118834.875000 Penalty: 3237.018555
	Iteration 79Q: 3 clusters Score -1118835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1118858.500000 Penalty: 3237.018555
	Iteration 80F: 3 clusters Score -1118858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1118884.250000 Penalty: 3237.018555
	Iteration 81Q: 3 clusters Score -1118884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1118916.125000 Penalty: 3237.018555
	Iteration 82Q: 3 clusters Score -1118916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1118948.250000 Penalty: 3237.018555
	Iteration 83Q: 3 clusters Score -1118948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1118984.875000 Penalty: 3237.018555
	Iteration 84Q: 3 clusters Score -1118985 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1119015.625000 Penalty: 3237.018555
	Iteration 85Q: 3 clusters Score -1119016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1119050.750000 Penalty: 3237.018555
	Iteration 86Q: 3 clusters Score -1119051 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1119081.125000 Penalty: 3237.018555
	Iteration 87Q: 3 clusters Score -1119081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1119111.625000 Penalty: 3237.018555
	Iteration 88Q: 3 clusters Score -1119112 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1119145.750000 Penalty: 3237.018555
	Iteration 89Q: 3 clusters Score -1119146 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1119175.875000 Penalty: 3237.018555
	Iteration 90Q: 3 clusters Score -1119176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1119209.125000 Penalty: 3237.018555
	Iteration 91Q: 3 clusters Score -1119209 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1119233.125000 Penalty: 3237.018555
	Iteration 92Q: 3 clusters Score -1119233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1119252.500000 Penalty: 3237.018555
	Iteration 93Q: 3 clusters Score -1119252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -1119277.125000 Penalty: 3237.018555
	Iteration 94Q: 3 clusters Score -1119277 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1119295.625000 Penalty: 3237.018555
	Iteration 95Q: 3 clusters Score -1119296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1119325.375000 Penalty: 3237.018555
	Iteration 96Q: 3 clusters Score -1119325 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1119350.250000 Penalty: 3237.018555
	Iteration 97Q: 3 clusters Score -1119350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1119374.375000 Penalty: 3237.018555
	Iteration 98Q: 3 clusters Score -1119374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1119398.750000 Penalty: 3237.018555
	Iteration 99Q: 3 clusters Score -1119399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1119429.750000 Penalty: 3237.018555
	Iteration 100F: 3 clusters Score -1119430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1119459.625000 Penalty: 3237.018555
	Iteration 101Q: 3 clusters Score -1119460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1119485.625000 Penalty: 3237.018555
	Iteration 102Q: 3 clusters Score -1119486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1119506.250000 Penalty: 3237.018555
	Iteration 103Q: 3 clusters Score -1119506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1119522.125000 Penalty: 3237.018555
	Iteration 104Q: 3 clusters Score -1119522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1119539.375000 Penalty: 3237.018555
	Iteration 105Q: 3 clusters Score -1119539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1119557.750000 Penalty: 3237.018555
	Iteration 106Q: 3 clusters Score -1119558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1119577.375000 Penalty: 3237.018555
	Iteration 107Q: 3 clusters Score -1119577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1119589.625000 Penalty: 3237.018555
	Iteration 108Q: 3 clusters Score -1119590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -1119612.625000 Penalty: 3237.018555
	Iteration 109Q: 3 clusters Score -1119613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1119627.250000 Penalty: 3237.018555
	Iteration 110Q: 3 clusters Score -1119627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1119635.875000 Penalty: 3237.018555
	Iteration 111Q: 3 clusters Score -1119636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1119643.875000 Penalty: 3237.018555
	Iteration 112Q: 3 clusters Score -1119644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -1119649.000000 Penalty: 3237.018555
	Iteration 113Q: 3 clusters Score -1119649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -1119651.875000 Penalty: 3237.018555
	Iteration 114Q: 3 clusters Score -1119652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -1119653.750000 Penalty: 3237.018555
	Iteration 115Q: 3 clusters Score -1119654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1119656.000000 Penalty: 3237.018555
	Iteration 116Q: 3 clusters Score -1119656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -1119656.000000 Penalty: 3237.018555
	Iteration 117Q: 3 clusters Score -1119656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -1119655.375000 Penalty: 3237.018555
	Iteration 118Q: 3 clusters Score -1119655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1119655.625000 Penalty: 3237.018555
	Iteration 119Q: 3 clusters Score -1119656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1119655.625000 Penalty: 3237.018555
	Iteration 120F: 3 clusters Score -1119656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -523620.812500 Penalty: 1497.700806
	Iteration 0F: 2 clusters Score -523620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -516419.937500 Penalty: 2995.401611
	Iteration 0F: 3 clusters Score -516419.9 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -518738.906250 Penalty: 2995.401611
	Iteration 1F: 3 clusters Score -518738.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -518953.812500 Penalty: 2995.401611
	Iteration 2F: 3 clusters Score -518953.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -519118.500000 Penalty: 2995.401611
	Iteration 3Q: 3 clusters Score -519118.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -519263.531250 Penalty: 2995.401611
	Iteration 4Q: 3 clusters Score -519263.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -519452.062500 Penalty: 2995.401611
	Iteration 5Q: 3 clusters Score -519452.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -519670.875000 Penalty: 2995.401611
	Iteration 6Q: 3 clusters Score -519670.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -519963.437500 Penalty: 2995.401611
	Iteration 7F: 3 clusters Score -519963.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -520314.093750 Penalty: 2995.401611
	Iteration 8F: 3 clusters Score -520314.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -520748.000000 Penalty: 2995.401611
	Iteration 9F: 3 clusters Score -520748 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -521153.718750 Penalty: 2995.401611
	Iteration 10F: 3 clusters Score -521153.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -521476.562500 Penalty: 2995.401611
	Iteration 11Q: 3 clusters Score -521476.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -521755.093750 Penalty: 2995.401611
	Iteration 12Q: 3 clusters Score -521755.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -521965.625000 Penalty: 2995.401611
	Iteration 13Q: 3 clusters Score -521965.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -522081.593750 Penalty: 2995.401611
	Iteration 14Q: 3 clusters Score -522081.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -522159.406250 Penalty: 2995.401611
	Iteration 15Q: 3 clusters Score -522159.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -522209.937500 Penalty: 2995.401611
	Iteration 16Q: 3 clusters Score -522209.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -522238.250000 Penalty: 2995.401611
	Iteration 17Q: 3 clusters Score -522238.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -522263.218750 Penalty: 2995.401611
	Iteration 18Q: 3 clusters Score -522263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -522276.125000 Penalty: 2995.401611
	Iteration 19Q: 3 clusters Score -522276.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -522287.156250 Penalty: 2995.401611
	Iteration 20F: 3 clusters Score -522287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -522294.031250 Penalty: 2995.401611
	Iteration 21Q: 3 clusters Score -522294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -522298.125000 Penalty: 2995.401611
	Iteration 22Q: 3 clusters Score -522298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -522305.000000 Penalty: 2995.401611
	Iteration 23Q: 3 clusters Score -522305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -522312.531250 Penalty: 2995.401611
	Iteration 24Q: 3 clusters Score -522312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -522323.500000 Penalty: 2995.401611
	Iteration 25Q: 3 clusters Score -522323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -522330.531250 Penalty: 2995.401611
	Iteration 26Q: 3 clusters Score -522330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -522339.093750 Penalty: 2995.401611
	Iteration 27Q: 3 clusters Score -522339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -522339.093750 Penalty: 2995.401611
	Iteration 28F: 3 clusters Score -522339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -69200.296875 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -69200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -67389.679688 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -67389.68 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -67750.687500 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -67750.69 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -67831.765625 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -67831.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67880.851562 Penalty: 2382.594727
	Iteration 3Q: 3 clusters Score -67880.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -67929.054688 Penalty: 2382.594727
	Iteration 4Q: 3 clusters Score -67929.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -67961.773438 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -67961.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -67979.851562 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -67979.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -67996.562500 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -67996.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -68014.101562 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -68014.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -68025.914062 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -68025.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -68032.929688 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -68032.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -68040.390625 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -68040.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -68046.789062 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -68046.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68050.640625 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -68050.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -68054.703125 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -68054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -68060.796875 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -68060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -68065.882812 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -68065.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -68068.750000 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -68068.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -68071.023438 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -68071.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -68072.117188 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -68072.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68072.414062 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -68072.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Entering Unmasked Estep 
Score: -1064259.250000 Penalty: 1611.102539
	Iteration 0F: 2 clusters Score -1064259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1050466.375000 Penalty: 3222.205078
	Iteration 0F: 3 clusters Score -1050466 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1055428.375000 Penalty: 3222.205078
	Iteration 1F: 3 clusters Score -1055428 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1055881.375000 Penalty: 3222.205078
	Iteration 2F: 3 clusters Score -1055881 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1056399.625000 Penalty: 3222.205078
	Iteration 3F: 3 clusters Score -1056400 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1057098.125000 Penalty: 3222.205078
	Iteration 4F: 3 clusters Score -1057098 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1058043.625000 Penalty: 3222.205078
	Iteration 5F: 3 clusters Score -1058044 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1059191.375000 Penalty: 3222.205078
	Iteration 6F: 3 clusters Score -1059191 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1060346.625000 Penalty: 3222.205078
	Iteration 7F: 3 clusters Score -1060347 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1061228.375000 Penalty: 3222.205078
	Iteration 8F: 3 clusters Score -1061228 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1061914.500000 Penalty: 3222.205078
	Iteration 9Q: 3 clusters Score -1061914 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1062432.125000 Penalty: 3222.205078
	Iteration 10Q: 3 clusters Score -1062432 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1062787.750000 Penalty: 3222.205078
	Iteration 11Q: 3 clusters Score -1062788 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1062968.250000 Penalty: 3222.205078
	Iteration 12Q: 3 clusters Score -1062968 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1063049.625000 Penalty: 3222.205078
	Iteration 13Q: 3 clusters Score -1063050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1063092.250000 Penalty: 3222.205078
	Iteration 14Q: 3 clusters Score -1063092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1063118.500000 Penalty: 3222.205078
	Iteration 15Q: 3 clusters Score -1063118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1063141.000000 Penalty: 3222.205078
	Iteration 16Q: 3 clusters Score -1063141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1063160.250000 Penalty: 3222.205078
	Iteration 17Q: 3 clusters Score -1063160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1063169.000000 Penalty: 3222.205078
	Iteration 18Q: 3 clusters Score -1063169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1063181.875000 Penalty: 3222.205078
	Iteration 19Q: 3 clusters Score -1063182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1063191.250000 Penalty: 3222.205078
	Iteration 20F: 3 clusters Score -1063191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1063203.500000 Penalty: 3222.205078
	Iteration 21Q: 3 clusters Score -1063204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1063205.625000 Penalty: 3222.205078
	Iteration 22Q: 3 clusters Score -1063206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1063208.875000 Penalty: 3222.205078
	Iteration 23Q: 3 clusters Score -1063209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1063211.875000 Penalty: 3222.205078
	Iteration 24Q: 3 clusters Score -1063212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1063215.625000 Penalty: 3222.205078
	Iteration 25Q: 3 clusters Score -1063216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1063220.250000 Penalty: 3222.205078
	Iteration 26Q: 3 clusters Score -1063220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1063222.375000 Penalty: 3222.205078
	Iteration 27Q: 3 clusters Score -1063222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1063224.875000 Penalty: 3222.205078
	Iteration 28Q: 3 clusters Score -1063225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1063227.625000 Penalty: 3222.205078
	Iteration 29Q: 3 clusters Score -1063228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1063228.625000 Penalty: 3222.205078
	Iteration 30Q: 3 clusters Score -1063229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1063229.500000 Penalty: 3222.205078
	Iteration 31Q: 3 clusters Score -1063230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1063232.250000 Penalty: 3222.205078
	Iteration 32Q: 3 clusters Score -1063232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1063235.875000 Penalty: 3222.205078
	Iteration 33Q: 3 clusters Score -1063236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1063238.625000 Penalty: 3222.205078
	Iteration 34Q: 3 clusters Score -1063239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1063243.875000 Penalty: 3222.205078
	Iteration 35Q: 3 clusters Score -1063244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1063248.625000 Penalty: 3222.205078
	Iteration 36Q: 3 clusters Score -1063249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1063255.625000 Penalty: 3222.205078
	Iteration 37Q: 3 clusters Score -1063256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1063263.750000 Penalty: 3222.205078
	Iteration 38Q: 3 clusters Score -1063264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1063270.000000 Penalty: 3222.205078
	Iteration 39Q: 3 clusters Score -1063270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1063273.125000 Penalty: 3222.205078
	Iteration 40F: 3 clusters Score -1063273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1063275.500000 Penalty: 3222.205078
	Iteration 41Q: 3 clusters Score -1063276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1063279.625000 Penalty: 3222.205078
	Iteration 42Q: 3 clusters Score -1063280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1063281.375000 Penalty: 3222.205078
	Iteration 43Q: 3 clusters Score -1063281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1063285.875000 Penalty: 3222.205078
	Iteration 44Q: 3 clusters Score -1063286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1063290.250000 Penalty: 3222.205078
	Iteration 45Q: 3 clusters Score -1063290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1063293.750000 Penalty: 3222.205078
	Iteration 46Q: 3 clusters Score -1063294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1063295.750000 Penalty: 3222.205078
	Iteration 47Q: 3 clusters Score -1063296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1063304.875000 Penalty: 3222.205078
	Iteration 48Q: 3 clusters Score -1063305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1063310.875000 Penalty: 3222.205078
	Iteration 49Q: 3 clusters Score -1063311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1063316.250000 Penalty: 3222.205078
	Iteration 50Q: 3 clusters Score -1063316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1063315.750000 Penalty: 3222.205078
	Iteration 51Q: 3 clusters Score -1063316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1063320.000000 Penalty: 3222.205078
	Iteration 52Q: 3 clusters Score -1063320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1063321.000000 Penalty: 3222.205078
	Iteration 53Q: 3 clusters Score -1063321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1063321.375000 Penalty: 3222.205078
	Iteration 54Q: 3 clusters Score -1063321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1063321.375000 Penalty: 3222.205078
	Iteration 55Q: 3 clusters Score -1063321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1063322.000000 Penalty: 3222.205078
	Iteration 56Q: 3 clusters Score -1063322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1063323.500000 Penalty: 3222.205078
	Iteration 57Q: 3 clusters Score -1063324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1063327.000000 Penalty: 3222.205078
	Iteration 58Q: 3 clusters Score -1063327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1063328.625000 Penalty: 3222.205078
	Iteration 59Q: 3 clusters Score -1063329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1063327.250000 Penalty: 3222.205078
	Iteration 60F: 3 clusters Score -1063327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1063327.125000 Penalty: 3222.205078
	Iteration 61Q: 3 clusters Score -1063327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1063328.375000 Penalty: 3222.205078
	Iteration 62Q: 3 clusters Score -1063328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1063328.375000 Penalty: 3222.205078
	Iteration 63Q: 3 clusters Score -1063328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1063335.125000 Penalty: 3222.205078
	Iteration 64Q: 3 clusters Score -1063335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1063335.125000 Penalty: 3222.205078
	Iteration 65F: 3 clusters Score -1063335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Entering Unmasked Estep 
Score: -988499.375000 Penalty: 1597.558960
	Iteration 0F: 2 clusters Score -988499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -975817.187500 Penalty: 3195.117920
	Iteration 0F: 3 clusters Score -975817.2 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -980339.937500 Penalty: 3195.117920
	Iteration 1F: 3 clusters Score -980339.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -980667.375000 Penalty: 3195.117920
	Iteration 2Q: 3 clusters Score -980667.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -980954.875000 Penalty: 3195.117920
	Iteration 3Q: 3 clusters Score -980954.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -981242.187500 Penalty: 3195.117920
	Iteration 4Q: 3 clusters Score -981242.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -981530.312500 Penalty: 3195.117920
	Iteration 5Q: 3 clusters Score -981530.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -981849.625000 Penalty: 3195.117920
	Iteration 6Q: 3 clusters Score -981849.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -982249.000000 Penalty: 3195.117920
	Iteration 7Q: 3 clusters Score -982249 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -982732.125000 Penalty: 3195.117920
	Iteration 8Q: 3 clusters Score -982732.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -983329.187500 Penalty: 3195.117920
	Iteration 9Q: 3 clusters Score -983329.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -983994.125000 Penalty: 3195.117920
	Iteration 10F: 3 clusters Score -983994.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -984560.312500 Penalty: 3195.117920
	Iteration 11Q: 3 clusters Score -984560.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -984904.125000 Penalty: 3195.117920
	Iteration 12Q: 3 clusters Score -984904.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -985088.375000 Penalty: 3195.117920
	Iteration 13Q: 3 clusters Score -985088.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -985199.687500 Penalty: 3195.117920
	Iteration 14Q: 3 clusters Score -985199.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -985280.375000 Penalty: 3195.117920
	Iteration 15Q: 3 clusters Score -985280.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -985373.000000 Penalty: 3195.117920
	Iteration 16Q: 3 clusters Score -985373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -985450.062500 Penalty: 3195.117920
	Iteration 17Q: 3 clusters Score -985450.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -985536.500000 Penalty: 3195.117920
	Iteration 18Q: 3 clusters Score -985536.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -985636.375000 Penalty: 3195.117920
	Iteration 19Q: 3 clusters Score -985636.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -985747.500000 Penalty: 3195.117920
	Iteration 20F: 3 clusters Score -985747.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -985847.125000 Penalty: 3195.117920
	Iteration 21Q: 3 clusters Score -985847.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -985940.750000 Penalty: 3195.117920
	Iteration 22Q: 3 clusters Score -985940.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -986017.625000 Penalty: 3195.117920
	Iteration 23Q: 3 clusters Score -986017.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -986075.562500 Penalty: 3195.117920
	Iteration 24Q: 3 clusters Score -986075.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -986122.812500 Penalty: 3195.117920
	Iteration 25Q: 3 clusters Score -986122.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -986162.437500 Penalty: 3195.117920
	Iteration 26Q: 3 clusters Score -986162.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -986189.937500 Penalty: 3195.117920
	Iteration 27Q: 3 clusters Score -986189.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -986218.187500 Penalty: 3195.117920
	Iteration 28Q: 3 clusters Score -986218.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -986244.625000 Penalty: 3195.117920
	Iteration 29Q: 3 clusters Score -986244.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -986265.812500 Penalty: 3195.117920
	Iteration 30Q: 3 clusters Score -986265.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -986285.625000 Penalty: 3195.117920
	Iteration 31Q: 3 clusters Score -986285.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -986309.187500 Penalty: 3195.117920
	Iteration 32Q: 3 clusters Score -986309.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -986327.687500 Penalty: 3195.117920
	Iteration 33Q: 3 clusters Score -986327.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -986337.812500 Penalty: 3195.117920
	Iteration 34Q: 3 clusters Score -986337.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -986348.625000 Penalty: 3195.117920
	Iteration 35Q: 3 clusters Score -986348.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -986359.062500 Penalty: 3195.117920
	Iteration 36Q: 3 clusters Score -986359.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -986369.062500 Penalty: 3195.117920
	Iteration 37Q: 3 clusters Score -986369.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -986379.500000 Penalty: 3195.117920
	Iteration 38Q: 3 clusters Score -986379.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -986390.062500 Penalty: 3195.117920
	Iteration 39Q: 3 clusters Score -986390.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -986402.500000 Penalty: 3195.117920
	Iteration 40F: 3 clusters Score -986402.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -986416.500000 Penalty: 3195.117920
	Iteration 41Q: 3 clusters Score -986416.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -986435.375000 Penalty: 3195.117920
	Iteration 42Q: 3 clusters Score -986435.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -986456.062500 Penalty: 3195.117920
	Iteration 43Q: 3 clusters Score -986456.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -986477.875000 Penalty: 3195.117920
	Iteration 44Q: 3 clusters Score -986477.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -986501.625000 Penalty: 3195.117920
	Iteration 45Q: 3 clusters Score -986501.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -986514.687500 Penalty: 3195.117920
	Iteration 46Q: 3 clusters Score -986514.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -986535.937500 Penalty: 3195.117920
	Iteration 47Q: 3 clusters Score -986535.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -986552.062500 Penalty: 3195.117920
	Iteration 48Q: 3 clusters Score -986552.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -986566.187500 Penalty: 3195.117920
	Iteration 49Q: 3 clusters Score -986566.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -986573.500000 Penalty: 3195.117920
	Iteration 50Q: 3 clusters Score -986573.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -986592.562500 Penalty: 3195.117920
	Iteration 51Q: 3 clusters Score -986592.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -986612.375000 Penalty: 3195.117920
	Iteration 52Q: 3 clusters Score -986612.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -986634.562500 Penalty: 3195.117920
	Iteration 53Q: 3 clusters Score -986634.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -986644.500000 Penalty: 3195.117920
	Iteration 54Q: 3 clusters Score -986644.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -986666.687500 Penalty: 3195.117920
	Iteration 55Q: 3 clusters Score -986666.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -986680.125000 Penalty: 3195.117920
	Iteration 56Q: 3 clusters Score -986680.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -986695.000000 Penalty: 3195.117920
	Iteration 57Q: 3 clusters Score -986695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -986712.625000 Penalty: 3195.117920
	Iteration 58Q: 3 clusters Score -986712.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -986726.187500 Penalty: 3195.117920
	Iteration 59Q: 3 clusters Score -986726.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -986740.500000 Penalty: 3195.117920
	Iteration 60F: 3 clusters Score -986740.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -986758.875000 Penalty: 3195.117920
	Iteration 61Q: 3 clusters Score -986758.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -986776.562500 Penalty: 3195.117920
	Iteration 62Q: 3 clusters Score -986776.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -986791.437500 Penalty: 3195.117920
	Iteration 63Q: 3 clusters Score -986791.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -986800.625000 Penalty: 3195.117920
	Iteration 64Q: 3 clusters Score -986800.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -986813.750000 Penalty: 3195.117920
	Iteration 65Q: 3 clusters Score -986813.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -986834.562500 Penalty: 3195.117920
	Iteration 66Q: 3 clusters Score -986834.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -986851.312500 Penalty: 3195.117920
	Iteration 67Q: 3 clusters Score -986851.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -986868.250000 Penalty: 3195.117920
	Iteration 68Q: 3 clusters Score -986868.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -986885.125000 Penalty: 3195.117920
	Iteration 69Q: 3 clusters Score -986885.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -986905.687500 Penalty: 3195.117920
	Iteration 70Q: 3 clusters Score -986905.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -986916.875000 Penalty: 3195.117920
	Iteration 71Q: 3 clusters Score -986916.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -986929.437500 Penalty: 3195.117920
	Iteration 72Q: 3 clusters Score -986929.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -986938.875000 Penalty: 3195.117920
	Iteration 73Q: 3 clusters Score -986938.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -986949.187500 Penalty: 3195.117920
	Iteration 74Q: 3 clusters Score -986949.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -986960.875000 Penalty: 3195.117920
	Iteration 75Q: 3 clusters Score -986960.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -986972.125000 Penalty: 3195.117920
	Iteration 76Q: 3 clusters Score -986972.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -986977.250000 Penalty: 3195.117920
	Iteration 77Q: 3 clusters Score -986977.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -986979.125000 Penalty: 3195.117920
	Iteration 78Q: 3 clusters Score -986979.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -986984.000000 Penalty: 3195.117920
	Iteration 79Q: 3 clusters Score -986984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -986988.750000 Penalty: 3195.117920
	Iteration 80F: 3 clusters Score -986988.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -986997.250000 Penalty: 3195.117920
	Iteration 81Q: 3 clusters Score -986997.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -987003.625000 Penalty: 3195.117920
	Iteration 82Q: 3 clusters Score -987003.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -987008.125000 Penalty: 3195.117920
	Iteration 83Q: 3 clusters Score -987008.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -987016.000000 Penalty: 3195.117920
	Iteration 84Q: 3 clusters Score -987016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -987020.000000 Penalty: 3195.117920
	Iteration 85Q: 3 clusters Score -987020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -987021.000000 Penalty: 3195.117920
	Iteration 86Q: 3 clusters Score -987021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -987024.312500 Penalty: 3195.117920
	Iteration 87Q: 3 clusters Score -987024.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -987029.937500 Penalty: 3195.117920
	Iteration 88Q: 3 clusters Score -987029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -987033.187500 Penalty: 3195.117920
	Iteration 89Q: 3 clusters Score -987033.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -987037.562500 Penalty: 3195.117920
	Iteration 90Q: 3 clusters Score -987037.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -987038.437500 Penalty: 3195.117920
	Iteration 91Q: 3 clusters Score -987038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -987040.437500 Penalty: 3195.117920
	Iteration 92Q: 3 clusters Score -987040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -987045.562500 Penalty: 3195.117920
	Iteration 93Q: 3 clusters Score -987045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -987046.875000 Penalty: 3195.117920
	Iteration 94Q: 3 clusters Score -987046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -987049.875000 Penalty: 3195.117920
	Iteration 95Q: 3 clusters Score -987049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -987051.375000 Penalty: 3195.117920
	Iteration 96Q: 3 clusters Score -987051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -987053.187500 Penalty: 3195.117920
	Iteration 97Q: 3 clusters Score -987053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -987053.687500 Penalty: 3195.117920
	Iteration 98Q: 3 clusters Score -987053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -987053.125000 Penalty: 3195.117920
	Iteration 99Q: 3 clusters Score -987053.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -987058.750000 Penalty: 3195.117920
	Iteration 100F: 3 clusters Score -987058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -987060.875000 Penalty: 3195.117920
	Iteration 101Q: 3 clusters Score -987060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -987064.750000 Penalty: 3195.117920
	Iteration 102Q: 3 clusters Score -987064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -987067.125000 Penalty: 3195.117920
	Iteration 103Q: 3 clusters Score -987067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -987066.250000 Penalty: 3195.117920
	Iteration 104Q: 3 clusters Score -987066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -987067.875000 Penalty: 3195.117920
	Iteration 105Q: 3 clusters Score -987067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -987069.687500 Penalty: 3195.117920
	Iteration 106Q: 3 clusters Score -987069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -987070.625000 Penalty: 3195.117920
	Iteration 107Q: 3 clusters Score -987070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -987071.125000 Penalty: 3195.117920
	Iteration 108Q: 3 clusters Score -987071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -987073.375000 Penalty: 3195.117920
	Iteration 109Q: 3 clusters Score -987073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -987076.687500 Penalty: 3195.117920
	Iteration 110Q: 3 clusters Score -987076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -987078.375000 Penalty: 3195.117920
	Iteration 111Q: 3 clusters Score -987078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -987084.437500 Penalty: 3195.117920
	Iteration 112Q: 3 clusters Score -987084.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -987088.375000 Penalty: 3195.117920
	Iteration 113Q: 3 clusters Score -987088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -987095.125000 Penalty: 3195.117920
	Iteration 114Q: 3 clusters Score -987095.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -987097.187500 Penalty: 3195.117920
	Iteration 115Q: 3 clusters Score -987097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -987102.750000 Penalty: 3195.117920
	Iteration 116Q: 3 clusters Score -987102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -987106.187500 Penalty: 3195.117920
	Iteration 117Q: 3 clusters Score -987106.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -987109.187500 Penalty: 3195.117920
	Iteration 118Q: 3 clusters Score -987109.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -987114.500000 Penalty: 3195.117920
	Iteration 119Q: 3 clusters Score -987114.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -987117.687500 Penalty: 3195.117920
	Iteration 120F: 3 clusters Score -987117.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -987122.312500 Penalty: 3195.117920
	Iteration 121Q: 3 clusters Score -987122.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -987126.312500 Penalty: 3195.117920
	Iteration 122Q: 3 clusters Score -987126.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -987130.750000 Penalty: 3195.117920
	Iteration 123Q: 3 clusters Score -987130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -987133.125000 Penalty: 3195.117920
	Iteration 124Q: 3 clusters Score -987133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -987137.000000 Penalty: 3195.117920
	Iteration 125Q: 3 clusters Score -987137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -987142.250000 Penalty: 3195.117920
	Iteration 126Q: 3 clusters Score -987142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -987144.875000 Penalty: 3195.117920
	Iteration 127Q: 3 clusters Score -987144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -987147.562500 Penalty: 3195.117920
	Iteration 128Q: 3 clusters Score -987147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -987148.312500 Penalty: 3195.117920
	Iteration 129Q: 3 clusters Score -987148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -987149.750000 Penalty: 3195.117920
	Iteration 130Q: 3 clusters Score -987149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -987151.750000 Penalty: 3195.117920
	Iteration 131Q: 3 clusters Score -987151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -987155.437500 Penalty: 3195.117920
	Iteration 132Q: 3 clusters Score -987155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -987155.562500 Penalty: 3195.117920
	Iteration 133Q: 3 clusters Score -987155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -987156.250000 Penalty: 3195.117920
	Iteration 134Q: 3 clusters Score -987156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -987161.437500 Penalty: 3195.117920
	Iteration 135Q: 3 clusters Score -987161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -987160.062500 Penalty: 3195.117920
	Iteration 136Q: 3 clusters Score -987160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -987160.375000 Penalty: 3195.117920
	Iteration 137Q: 3 clusters Score -987160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -987160.250000 Penalty: 3195.117920
	Iteration 138Q: 3 clusters Score -987160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -987160.250000 Penalty: 3195.117920
	Iteration 139F: 3 clusters Score -987160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -331989.843750 Penalty: 1433.387573
	Iteration 0F: 2 clusters Score -331989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -326842.031250 Penalty: 2866.775146
	Iteration 0F: 3 clusters Score -326842 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -328511.281250 Penalty: 2866.775146
	Iteration 1F: 3 clusters Score -328511.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -329008.937500 Penalty: 2866.775146
	Iteration 2F: 3 clusters Score -329008.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -329530.687500 Penalty: 2866.775146
	Iteration 3F: 3 clusters Score -329530.7 nChanged 572
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: -330019.687500 Penalty: 2866.775146
	Iteration 4F: 3 clusters Score -330019.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -330466.812500 Penalty: 2866.775146
	Iteration 5F: 3 clusters Score -330466.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -330842.687500 Penalty: 2866.775146
	Iteration 6F: 3 clusters Score -330842.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -331102.625000 Penalty: 2866.775146
	Iteration 7Q: 3 clusters Score -331102.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -331228.562500 Penalty: 2866.775146
	Iteration 8Q: 3 clusters Score -331228.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -331297.562500 Penalty: 2866.775146
	Iteration 9Q: 3 clusters Score -331297.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -331340.687500 Penalty: 2866.775146
	Iteration 10Q: 3 clusters Score -331340.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -331372.031250 Penalty: 2866.775146
	Iteration 11Q: 3 clusters Score -331372 nChanged 46
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: -331391.656250 Penalty: 2866.775146
	Iteration 12Q: 3 clusters Score -331391.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -331403.343750 Penalty: 2866.775146
	Iteration 13Q: 3 clusters Score -331403.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -331413.156250 Penalty: 2866.775146
	Iteration 14Q: 3 clusters Score -331413.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -331419.468750 Penalty: 2866.775146
	Iteration 15Q: 3 clusters Score -331419.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -331426.437500 Penalty: 2866.775146
	Iteration 16Q: 3 clusters Score -331426.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -331434.812500 Penalty: 2866.775146
	Iteration 17Q: 3 clusters Score -331434.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -331442.343750 Penalty: 2866.775146
	Iteration 18Q: 3 clusters Score -331442.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -331448.062500 Penalty: 2866.775146
	Iteration 19Q: 3 clusters Score -331448.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -331457.218750 Penalty: 2866.775146
	Iteration 20F: 3 clusters Score -331457.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -331470.531250 Penalty: 2866.775146
	Iteration 21Q: 3 clusters Score -331470.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -331484.500000 Penalty: 2866.775146
	Iteration 22Q: 3 clusters Score -331484.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -331493.031250 Penalty: 2866.775146
	Iteration 23Q: 3 clusters Score -331493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -331497.593750 Penalty: 2866.775146
	Iteration 24Q: 3 clusters Score -331497.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -331501.593750 Penalty: 2866.775146
	Iteration 25Q: 3 clusters Score -331501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -331506.062500 Penalty: 2866.775146
	Iteration 26Q: 3 clusters Score -331506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -331511.718750 Penalty: 2866.775146
	Iteration 27Q: 3 clusters Score -331511.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -331518.718750 Penalty: 2866.775146
	Iteration 28Q: 3 clusters Score -331518.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -331522.625000 Penalty: 2866.775146
	Iteration 29Q: 3 clusters Score -331522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -331527.000000 Penalty: 2866.775146
	Iteration 30Q: 3 clusters Score -331527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -331531.687500 Penalty: 2866.775146
	Iteration 31Q: 3 clusters Score -331531.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -331533.343750 Penalty: 2866.775146
	Iteration 32Q: 3 clusters Score -331533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -331535.218750 Penalty: 2866.775146
	Iteration 33Q: 3 clusters Score -331535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -331540.250000 Penalty: 2866.775146
	Iteration 34Q: 3 clusters Score -331540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -331543.375000 Penalty: 2866.775146
	Iteration 35Q: 3 clusters Score -331543.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -331548.312500 Penalty: 2866.775146
	Iteration 36Q: 3 clusters Score -331548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -331549.875000 Penalty: 2866.775146
	Iteration 37Q: 3 clusters Score -331549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -331555.281250 Penalty: 2866.775146
	Iteration 38Q: 3 clusters Score -331555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -331560.468750 Penalty: 2866.775146
	Iteration 39Q: 3 clusters Score -331560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -331565.062500 Penalty: 2866.775146
	Iteration 40F: 3 clusters Score -331565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -331567.187500 Penalty: 2866.775146
	Iteration 41Q: 3 clusters Score -331567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -331568.125000 Penalty: 2866.775146
	Iteration 42Q: 3 clusters Score -331568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -331568.125000 Penalty: 2866.775146
	Iteration 43F: 3 clusters Score -331568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -128778.351562 Penalty: 1271.017090
	Iteration 0F: 2 clusters Score -128778.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -126403.031250 Penalty: 2542.034180
	Iteration 0F: 3 clusters Score -126403 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -126913.328125 Penalty: 2542.034180
	Iteration 1F: 3 clusters Score -126913.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -127003.226562 Penalty: 2542.034180
	Iteration 2F: 3 clusters Score -127003.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -127047.867188 Penalty: 2542.034180
	Iteration 3Q: 3 clusters Score -127047.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -127101.984375 Penalty: 2542.034180
	Iteration 4Q: 3 clusters Score -127102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -127148.742188 Penalty: 2542.034180
	Iteration 5Q: 3 clusters Score -127148.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -127194.898438 Penalty: 2542.034180
	Iteration 6Q: 3 clusters Score -127194.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127246.445312 Penalty: 2542.034180
	Iteration 7Q: 3 clusters Score -127246.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -127295.820312 Penalty: 2542.034180
	Iteration 8Q: 3 clusters Score -127295.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -127332.328125 Penalty: 2542.034180
	Iteration 9Q: 3 clusters Score -127332.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -127368.570312 Penalty: 2542.034180
	Iteration 10Q: 3 clusters Score -127368.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -127410.085938 Penalty: 2542.034180
	Iteration 11Q: 3 clusters Score -127410.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -127450.226562 Penalty: 2542.034180
	Iteration 12Q: 3 clusters Score -127450.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -127480.382812 Penalty: 2542.034180
	Iteration 13Q: 3 clusters Score -127480.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -127510.929688 Penalty: 2542.034180
	Iteration 14Q: 3 clusters Score -127510.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -127550.710938 Penalty: 2542.034180
	Iteration 15Q: 3 clusters Score -127550.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -127587.101562 Penalty: 2542.034180
	Iteration 16Q: 3 clusters Score -127587.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -127615.125000 Penalty: 2542.034180
	Iteration 17Q: 3 clusters Score -127615.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -127635.437500 Penalty: 2542.034180
	Iteration 18Q: 3 clusters Score -127635.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -127652.992188 Penalty: 2542.034180
	Iteration 19Q: 3 clusters Score -127653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -127670.218750 Penalty: 2542.034180
	Iteration 20F: 3 clusters Score -127670.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -127683.054688 Penalty: 2542.034180
	Iteration 21Q: 3 clusters Score -127683.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -127693.742188 Penalty: 2542.034180
	Iteration 22Q: 3 clusters Score -127693.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -127698.609375 Penalty: 2542.034180
	Iteration 23Q: 3 clusters Score -127698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -127703.429688 Penalty: 2542.034180
	Iteration 24Q: 3 clusters Score -127703.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -127709.781250 Penalty: 2542.034180
	Iteration 25Q: 3 clusters Score -127709.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -127714.867188 Penalty: 2542.034180
	Iteration 26Q: 3 clusters Score -127714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -127718.937500 Penalty: 2542.034180
	Iteration 27Q: 3 clusters Score -127718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -127723.390625 Penalty: 2542.034180
	Iteration 28Q: 3 clusters Score -127723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -127729.523438 Penalty: 2542.034180
	Iteration 29Q: 3 clusters Score -127729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -127739.023438 Penalty: 2542.034180
	Iteration 30Q: 3 clusters Score -127739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -127747.070312 Penalty: 2542.034180
	Iteration 31Q: 3 clusters Score -127747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -127750.242188 Penalty: 2542.034180
	Iteration 32Q: 3 clusters Score -127750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -127753.250000 Penalty: 2542.034180
	Iteration 33Q: 3 clusters Score -127753.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -127758.570312 Penalty: 2542.034180
	Iteration 34Q: 3 clusters Score -127758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -127763.328125 Penalty: 2542.034180
	Iteration 35Q: 3 clusters Score -127763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -127768.093750 Penalty: 2542.034180
	Iteration 36Q: 3 clusters Score -127768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -127770.710938 Penalty: 2542.034180
	Iteration 37Q: 3 clusters Score -127770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -127772.140625 Penalty: 2542.034180
	Iteration 38Q: 3 clusters Score -127772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -127774.187500 Penalty: 2542.034180
	Iteration 39Q: 3 clusters Score -127774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -127775.898438 Penalty: 2542.034180
	Iteration 40F: 3 clusters Score -127775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -127778.687500 Penalty: 2542.034180
	Iteration 41Q: 3 clusters Score -127778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -127782.867188 Penalty: 2542.034180
	Iteration 42Q: 3 clusters Score -127782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127786.781250 Penalty: 2542.034180
	Iteration 43Q: 3 clusters Score -127786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -127787.531250 Penalty: 2542.034180
	Iteration 44Q: 3 clusters Score -127787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -127788.945312 Penalty: 2542.034180
	Iteration 45Q: 3 clusters Score -127788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -127790.304688 Penalty: 2542.034180
	Iteration 46Q: 3 clusters Score -127790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -127792.195312 Penalty: 2542.034180
	Iteration 47Q: 3 clusters Score -127792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -127793.320312 Penalty: 2542.034180
	Iteration 48Q: 3 clusters Score -127793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -127793.671875 Penalty: 2542.034180
	Iteration 49Q: 3 clusters Score -127793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -127793.671875 Penalty: 2542.034180
	Iteration 50F: 3 clusters Score -127793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Entering Unmasked Estep 
Score: -2732835.250000 Penalty: 1765.248535
	Iteration 0F: 2 clusters Score -2732835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2697700.500000 Penalty: 3530.497070
	Iteration 0F: 3 clusters Score -2697700 nChanged 24626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -2711960.250000 Penalty: 3530.497070
	Iteration 1F: 3 clusters Score -2711960 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -2712396.750000 Penalty: 3530.497070
	Iteration 2Q: 3 clusters Score -2712397 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -2712943.250000 Penalty: 3530.497070
	Iteration 3Q: 3 clusters Score -2712943 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -2713831.000000 Penalty: 3530.497070
	Iteration 4Q: 3 clusters Score -2713831 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -2715347.750000 Penalty: 3530.497070
	Iteration 5F: 3 clusters Score -2715348 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -2717791.250000 Penalty: 3530.497070
	Iteration 6F: 3 clusters Score -2717791 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -2721313.500000 Penalty: 3530.497070
	Iteration 7F: 3 clusters Score -2721314 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -2725444.750000 Penalty: 3530.497070
	Iteration 8F: 3 clusters Score -2725445 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -2728664.250000 Penalty: 3530.497070
	Iteration 9F: 3 clusters Score -2728664 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -2730294.500000 Penalty: 3530.497070
	Iteration 10Q: 3 clusters Score -2730294 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -2730892.000000 Penalty: 3530.497070
	Iteration 11Q: 3 clusters Score -2730892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -2731109.000000 Penalty: 3530.497070
	Iteration 12Q: 3 clusters Score -2731109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -2731212.250000 Penalty: 3530.497070
	Iteration 13Q: 3 clusters Score -2731212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -2731247.000000 Penalty: 3530.497070
	Iteration 14Q: 3 clusters Score -2731247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -2731268.500000 Penalty: 3530.497070
	Iteration 15Q: 3 clusters Score -2731268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -2731285.000000 Penalty: 3530.497070
	Iteration 16Q: 3 clusters Score -2731285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -2731294.750000 Penalty: 3530.497070
	Iteration 17Q: 3 clusters Score -2731295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -2731304.000000 Penalty: 3530.497070
	Iteration 18Q: 3 clusters Score -2731304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -2731314.750000 Penalty: 3530.497070
	Iteration 19Q: 3 clusters Score -2731315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -2731318.250000 Penalty: 3530.497070
	Iteration 20F: 3 clusters Score -2731318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -2731320.000000 Penalty: 3530.497070
	Iteration 21Q: 3 clusters Score -2731320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -2731324.750000 Penalty: 3530.497070
	Iteration 22Q: 3 clusters Score -2731325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -2731328.750000 Penalty: 3530.497070
	Iteration 23Q: 3 clusters Score -2731329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -2731328.750000 Penalty: 3530.497070
	Iteration 24F: 3 clusters Score -2731329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Entering Unmasked Estep 
Score: -3582348.500000 Penalty: 1809.891724
	Iteration 0F: 2 clusters Score -3582348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3536469.000000 Penalty: 3619.783447
	Iteration 0F: 3 clusters Score -3536469 nChanged 32504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3555457.500000 Penalty: 3619.783447
	Iteration 1F: 3 clusters Score -3555458 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -3556368.000000 Penalty: 3619.783447
	Iteration 2Q: 3 clusters Score -3556368 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -3557994.500000 Penalty: 3619.783447
	Iteration 3F: 3 clusters Score -3557994 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -3560892.750000 Penalty: 3619.783447
	Iteration 4F: 3 clusters Score -3560893 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -3565533.000000 Penalty: 3619.783447
	Iteration 5F: 3 clusters Score -3565533 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -3571368.000000 Penalty: 3619.783447
	Iteration 6F: 3 clusters Score -3571368 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -3576125.500000 Penalty: 3619.783447
	Iteration 7F: 3 clusters Score -3576126 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -3578894.250000 Penalty: 3619.783447
	Iteration 8Q: 3 clusters Score -3578894 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -3580100.000000 Penalty: 3619.783447
	Iteration 9Q: 3 clusters Score -3580100 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -3580487.750000 Penalty: 3619.783447
	Iteration 10Q: 3 clusters Score -3580488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -3580634.000000 Penalty: 3619.783447
	Iteration 11Q: 3 clusters Score -3580634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -3580679.500000 Penalty: 3619.783447
	Iteration 12Q: 3 clusters Score -3580680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -3580703.500000 Penalty: 3619.783447
	Iteration 13Q: 3 clusters Score -3580704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -3580725.500000 Penalty: 3619.783447
	Iteration 14Q: 3 clusters Score -3580726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -3580736.750000 Penalty: 3619.783447
	Iteration 15Q: 3 clusters Score -3580737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -3580749.000000 Penalty: 3619.783447
	Iteration 16Q: 3 clusters Score -3580749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -3580760.250000 Penalty: 3619.783447
	Iteration 17Q: 3 clusters Score -3580760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -3580773.000000 Penalty: 3619.783447
	Iteration 18Q: 3 clusters Score -3580773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -3580780.000000 Penalty: 3619.783447
	Iteration 19Q: 3 clusters Score -3580780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -3580785.250000 Penalty: 3619.783447
	Iteration 20F: 3 clusters Score -3580785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -3580785.750000 Penalty: 3619.783447
	Iteration 21Q: 3 clusters Score -3580786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -3580792.750000 Penalty: 3619.783447
	Iteration 22Q: 3 clusters Score -3580793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -3580792.250000 Penalty: 3619.783447
	Iteration 23Q: 3 clusters Score -3580792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -3580793.250000 Penalty: 3619.783447
	Iteration 24Q: 3 clusters Score -3580793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -3580798.250000 Penalty: 3619.783447
	Iteration 25Q: 3 clusters Score -3580798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -3580801.250000 Penalty: 3619.783447
	Iteration 26Q: 3 clusters Score -3580801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -3580803.500000 Penalty: 3619.783447
	Iteration 27Q: 3 clusters Score -3580804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -3580803.500000 Penalty: 3619.783447
	Iteration 28F: 3 clusters Score -3580804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16796 members 
Mstep: Class 5 contains 2530 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 26707 members 
Mstep: Class 9 contains 211913 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 21164 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18604 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 52212 members 
Mstep: Class 20 contains 68720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539328.000000 Penalty: 40702.550781
Iteration 279Q: 20 clusters Score -2.653933e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16800 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 211872 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 21166 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20220 members 
Mstep: Class 15 contains 18613 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 52242 members 
Mstep: Class 20 contains 68717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539376.000000 Penalty: 40702.550781
Iteration 280F: 20 clusters Score -2.653938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3674 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16805 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 26702 members 
Mstep: Class 9 contains 211840 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 21169 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18620 members 
Mstep: Class 16 contains 6770 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 52268 members 
Mstep: Class 20 contains 68711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539366.000000 Penalty: 40702.550781
Iteration 281Q: 20 clusters Score -2.653937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3671 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16811 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 211820 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 10072 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18624 members 
Mstep: Class 16 contains 6770 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 52287 members 
Mstep: Class 20 contains 68707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539414.000000 Penalty: 40702.550781
Iteration 282Q: 20 clusters Score -2.653941e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16818 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9018 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 211791 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 21172 members 
Mstep: Class 12 contains 10073 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 52318 members 
Mstep: Class 20 contains 68702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539426.000000 Penalty: 40702.550781
Iteration 283Q: 20 clusters Score -2.653943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 3668 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16823 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 26694 members 
Mstep: Class 9 contains 211771 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 21171 members 
Mstep: Class 12 contains 10073 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18632 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 2476 members 
Mstep: Class 18 contains 52346 members 
Mstep: Class 20 contains 68697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539428.000000 Penalty: 40702.550781
Iteration 284Q: 20 clusters Score -2.653943e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16827 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9012 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 26692 members 
Mstep: Class 9 contains 211753 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18632 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 2474 members 
Mstep: Class 18 contains 52370 members 
Mstep: Class 20 contains 68695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539400.000000 Penalty: 40702.550781
Iteration 285Q: 20 clusters Score -2.65394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16831 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9013 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 26692 members 
Mstep: Class 9 contains 211744 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 10071 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18629 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 52389 members 
Mstep: Class 20 contains 68689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539386.000000 Penalty: 40702.550781
Iteration 286Q: 20 clusters Score -2.653939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16835 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 26690 members 
Mstep: Class 9 contains 211727 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 21174 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18629 members 
Mstep: Class 16 contains 6767 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 18 contains 52411 members 
Mstep: Class 20 contains 68691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539402.000000 Penalty: 40702.550781
Iteration 287Q: 20 clusters Score -2.65394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16840 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 26691 members 
Mstep: Class 9 contains 211716 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 21176 members 
Mstep: Class 12 contains 10069 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 2471 members 
Mstep: Class 18 contains 52428 members 
Mstep: Class 20 contains 68688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539380.000000 Penalty: 40702.550781
Iteration 288Q: 20 clusters Score -2.653938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16844 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4233 members 
Mstep: Class 8 contains 26690 members 
Mstep: Class 9 contains 211703 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 21178 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20222 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 52452 members 
Mstep: Class 20 contains 68685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539396.000000 Penalty: 40702.550781
Iteration 289Q: 20 clusters Score -2.65394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26690 members 
Mstep: Class 9 contains 211699 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21177 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 52466 members 
Mstep: Class 20 contains 68682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539374.000000 Penalty: 40702.550781
Iteration 290Q: 20 clusters Score -2.653937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16844 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211692 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21177 members 
Mstep: Class 12 contains 10069 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 52476 members 
Mstep: Class 20 contains 68680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539374.000000 Penalty: 40702.550781
Iteration 291Q: 20 clusters Score -2.653937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16845 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211685 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21177 members 
Mstep: Class 12 contains 10069 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52487 members 
Mstep: Class 20 contains 68678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539384.000000 Penalty: 40702.550781
Iteration 292Q: 20 clusters Score -2.653938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16846 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211675 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21177 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 52497 members 
Mstep: Class 20 contains 68675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539384.000000 Penalty: 40702.550781
Iteration 293Q: 20 clusters Score -2.653938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16847 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211672 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21176 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52503 members 
Mstep: Class 20 contains 68675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539376.000000 Penalty: 40702.550781
Iteration 294Q: 20 clusters Score -2.653938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211665 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21177 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52512 members 
Mstep: Class 20 contains 68673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539388.000000 Penalty: 40702.550781
Iteration 295Q: 20 clusters Score -2.653939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211657 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21178 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52521 members 
Mstep: Class 20 contains 68671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539378.000000 Penalty: 40702.550781
Iteration 296Q: 20 clusters Score -2.653938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211653 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21176 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52528 members 
Mstep: Class 20 contains 68669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539392.000000 Penalty: 40702.550781
Iteration 297Q: 20 clusters Score -2.653939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211651 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52533 members 
Mstep: Class 20 contains 68667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539396.000000 Penalty: 40702.550781
Iteration 298Q: 20 clusters Score -2.65394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211648 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52536 members 
Mstep: Class 20 contains 68666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539386.000000 Penalty: 40702.550781
Iteration 299Q: 20 clusters Score -2.653939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16848 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211642 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21176 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18629 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52541 members 
Mstep: Class 20 contains 68665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539390.000000 Penalty: 40702.550781
Iteration 300F: 20 clusters Score -2.653939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16849 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211636 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21178 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18629 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52546 members 
Mstep: Class 20 contains 68662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539402.000000 Penalty: 40702.550781
Iteration 301Q: 20 clusters Score -2.65394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16850 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211633 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21176 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52553 members 
Mstep: Class 20 contains 68660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539398.000000 Penalty: 40702.550781
Iteration 302Q: 20 clusters Score -2.65394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 26689 members 
Mstep: Class 9 contains 211628 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21176 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52559 members 
Mstep: Class 20 contains 68660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539390.000000 Penalty: 40702.550781
Iteration 303Q: 20 clusters Score -2.653939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26688 members 
Mstep: Class 9 contains 211624 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21177 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18624 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52565 members 
Mstep: Class 20 contains 68661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539364.000000 Penalty: 40702.550781
Iteration 304Q: 20 clusters Score -2.653936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211616 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18625 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52580 members 
Mstep: Class 20 contains 68659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539372.000000 Penalty: 40702.550781
Iteration 305Q: 20 clusters Score -2.653937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16851 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211610 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18624 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52590 members 
Mstep: Class 20 contains 68657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539416.000000 Penalty: 40702.550781
Iteration 306Q: 20 clusters Score -2.653942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211603 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18624 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52597 members 
Mstep: Class 20 contains 68657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539402.000000 Penalty: 40702.550781
Iteration 307Q: 20 clusters Score -2.65394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211597 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21178 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18623 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52602 members 
Mstep: Class 20 contains 68656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539392.000000 Penalty: 40702.550781
Iteration 308Q: 20 clusters Score -2.653939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211593 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21179 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18624 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52605 members 
Mstep: Class 20 contains 68656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539394.000000 Penalty: 40702.550781
Iteration 309Q: 20 clusters Score -2.653939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211593 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21179 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52604 members 
Mstep: Class 20 contains 68655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539372.000000 Penalty: 40702.550781
Iteration 310Q: 20 clusters Score -2.653937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 211593 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 21179 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 52604 members 
Mstep: Class 20 contains 68655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539372.000000 Penalty: 40702.550781
Iteration 311F: 20 clusters Score -2.653937e+07 nChanged 0
Entering ConstructFrom: 
Score: -26539372.000000 Penalty: 40702.550781
Entering ConstructFrom: 
Trying to split cluster 1 (40495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Entering Unmasked Estep 
Score: -2101856.000000 Penalty: 1723.951660
	Iteration 0F: 2 clusters Score -2101856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2074925.375000 Penalty: 3447.903320
	Iteration 0F: 3 clusters Score -2074925 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2085308.000000 Penalty: 3447.903320
	Iteration 1F: 3 clusters Score -2085308 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2085738.750000 Penalty: 3447.903320
	Iteration 2Q: 3 clusters Score -2085739 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2086259.750000 Penalty: 3447.903320
	Iteration 3Q: 3 clusters Score -2086260 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2087025.000000 Penalty: 3447.903320
	Iteration 4Q: 3 clusters Score -2087025 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2088211.750000 Penalty: 3447.903320
	Iteration 5F: 3 clusters Score -2088212 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -2089944.250000 Penalty: 3447.903320
	Iteration 6F: 3 clusters Score -2089944 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -2092249.375000 Penalty: 3447.903320
	Iteration 7F: 3 clusters Score -2092249 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -2094921.750000 Penalty: 3447.903320
	Iteration 8F: 3 clusters Score -2094922 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -2097223.750000 Penalty: 3447.903320
	Iteration 9F: 3 clusters Score -2097224 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -2098708.250000 Penalty: 3447.903320
	Iteration 10Q: 3 clusters Score -2098708 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -2099508.750000 Penalty: 3447.903320
	Iteration 11Q: 3 clusters Score -2099509 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -2099908.500000 Penalty: 3447.903320
	Iteration 12Q: 3 clusters Score -2099908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -2100116.500000 Penalty: 3447.903320
	Iteration 13Q: 3 clusters Score -2100116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -2100230.500000 Penalty: 3447.903320
	Iteration 14Q: 3 clusters Score -2100230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -2100278.500000 Penalty: 3447.903320
	Iteration 15Q: 3 clusters Score -2100278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -2100303.250000 Penalty: 3447.903320
	Iteration 16Q: 3 clusters Score -2100303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -2100313.750000 Penalty: 3447.903320
	Iteration 17Q: 3 clusters Score -2100314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -2100321.750000 Penalty: 3447.903320
	Iteration 18Q: 3 clusters Score -2100322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -2100327.500000 Penalty: 3447.903320
	Iteration 19Q: 3 clusters Score -2100328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -2100333.250000 Penalty: 3447.903320
	Iteration 20F: 3 clusters Score -2100333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -2100338.000000 Penalty: 3447.903320
	Iteration 21Q: 3 clusters Score -2100338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -2100340.750000 Penalty: 3447.903320
	Iteration 22Q: 3 clusters Score -2100341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -2100344.250000 Penalty: 3447.903320
	Iteration 23Q: 3 clusters Score -2100344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -2100350.000000 Penalty: 3447.903320
	Iteration 24Q: 3 clusters Score -2100350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -2100356.500000 Penalty: 3447.903320
	Iteration 25Q: 3 clusters Score -2100356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -2100354.750000 Penalty: 3447.903320
	Iteration 26Q: 3 clusters Score -2100355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -2100357.500000 Penalty: 3447.903320
	Iteration 27Q: 3 clusters Score -2100358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -2100359.750000 Penalty: 3447.903320
	Iteration 28Q: 3 clusters Score -2100360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -2100363.250000 Penalty: 3447.903320
	Iteration 29Q: 3 clusters Score -2100363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -2100369.000000 Penalty: 3447.903320
	Iteration 30Q: 3 clusters Score -2100369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -2100374.500000 Penalty: 3447.903320
	Iteration 31Q: 3 clusters Score -2100374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -2100379.500000 Penalty: 3447.903320
	Iteration 32Q: 3 clusters Score -2100380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -2100387.000000 Penalty: 3447.903320
	Iteration 33Q: 3 clusters Score -2100387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -2100386.750000 Penalty: 3447.903320
	Iteration 34Q: 3 clusters Score -2100387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -2100386.750000 Penalty: 3447.903320
	Iteration 35F: 3 clusters Score -2100387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -181979.609375 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -181979.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -178924.953125 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -178925 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -179802.765625 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -179802.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -180036.484375 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -180036.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -180221.375000 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -180221.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -180371.484375 Penalty: 2667.317139
	Iteration 4F: 3 clusters Score -180371.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -180486.156250 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -180486.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -180566.421875 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -180566.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -180624.703125 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -180624.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -180669.453125 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -180669.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -180697.562500 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -180697.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -180715.000000 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -180715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -180725.500000 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -180725.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -180739.390625 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -180739.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -180751.656250 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -180751.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -180761.343750 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -180761.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -180768.312500 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -180768.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -180776.171875 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -180776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -180779.593750 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -180779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -180782.468750 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -180782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -180785.750000 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -180785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -180788.078125 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -180788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -180790.500000 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -180790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -180791.796875 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -180791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -180792.625000 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -180792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -180792.843750 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -180792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -180793.296875 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -180793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -180793.296875 Penalty: 2667.317139
	Iteration 26F: 3 clusters Score -180793.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -480359.812500 Penalty: 1480.889893
	Iteration 0F: 2 clusters Score -480359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -473848.031250 Penalty: 2961.779785
	Iteration 0F: 3 clusters Score -473848 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -475986.625000 Penalty: 2961.779785
	Iteration 1F: 3 clusters Score -475986.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -476336.593750 Penalty: 2961.779785
	Iteration 2F: 3 clusters Score -476336.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -476669.937500 Penalty: 2961.779785
	Iteration 3F: 3 clusters Score -476669.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -477018.343750 Penalty: 2961.779785
	Iteration 4F: 3 clusters Score -477018.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -477360.281250 Penalty: 2961.779785
	Iteration 5F: 3 clusters Score -477360.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -477686.250000 Penalty: 2961.779785
	Iteration 6F: 3 clusters Score -477686.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -477968.281250 Penalty: 2961.779785
	Iteration 7F: 3 clusters Score -477968.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -478205.562500 Penalty: 2961.779785
	Iteration 8Q: 3 clusters Score -478205.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -478380.281250 Penalty: 2961.779785
	Iteration 9Q: 3 clusters Score -478380.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -478517.937500 Penalty: 2961.779785
	Iteration 10Q: 3 clusters Score -478517.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -478623.312500 Penalty: 2961.779785
	Iteration 11Q: 3 clusters Score -478623.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -478698.187500 Penalty: 2961.779785
	Iteration 12Q: 3 clusters Score -478698.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -478753.156250 Penalty: 2961.779785
	Iteration 13Q: 3 clusters Score -478753.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -478808.312500 Penalty: 2961.779785
	Iteration 14Q: 3 clusters Score -478808.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -478856.187500 Penalty: 2961.779785
	Iteration 15Q: 3 clusters Score -478856.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -478909.656250 Penalty: 2961.779785
	Iteration 16Q: 3 clusters Score -478909.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -478958.875000 Penalty: 2961.779785
	Iteration 17Q: 3 clusters Score -478958.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -479000.156250 Penalty: 2961.779785
	Iteration 18Q: 3 clusters Score -479000.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -479038.781250 Penalty: 2961.779785
	Iteration 19Q: 3 clusters Score -479038.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -479072.093750 Penalty: 2961.779785
	Iteration 20F: 3 clusters Score -479072.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -479093.500000 Penalty: 2961.779785
	Iteration 21Q: 3 clusters Score -479093.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -479107.500000 Penalty: 2961.779785
	Iteration 22Q: 3 clusters Score -479107.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -479116.750000 Penalty: 2961.779785
	Iteration 23Q: 3 clusters Score -479116.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -479129.125000 Penalty: 2961.779785
	Iteration 24Q: 3 clusters Score -479129.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -479143.031250 Penalty: 2961.779785
	Iteration 25Q: 3 clusters Score -479143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -479151.031250 Penalty: 2961.779785
	Iteration 26Q: 3 clusters Score -479151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -479155.187500 Penalty: 2961.779785
	Iteration 27Q: 3 clusters Score -479155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -479160.125000 Penalty: 2961.779785
	Iteration 28Q: 3 clusters Score -479160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -479163.500000 Penalty: 2961.779785
	Iteration 29Q: 3 clusters Score -479163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -479165.968750 Penalty: 2961.779785
	Iteration 30Q: 3 clusters Score -479166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -479170.843750 Penalty: 2961.779785
	Iteration 31Q: 3 clusters Score -479170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -479174.312500 Penalty: 2961.779785
	Iteration 32Q: 3 clusters Score -479174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -479179.718750 Penalty: 2961.779785
	Iteration 33Q: 3 clusters Score -479179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -479180.750000 Penalty: 2961.779785
	Iteration 34Q: 3 clusters Score -479180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -479182.562500 Penalty: 2961.779785
	Iteration 35Q: 3 clusters Score -479182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -479185.156250 Penalty: 2961.779785
	Iteration 36Q: 3 clusters Score -479185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -479189.406250 Penalty: 2961.779785
	Iteration 37Q: 3 clusters Score -479189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -479192.187500 Penalty: 2961.779785
	Iteration 38Q: 3 clusters Score -479192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -479194.406250 Penalty: 2961.779785
	Iteration 39Q: 3 clusters Score -479194.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -479200.437500 Penalty: 2961.779785
	Iteration 40F: 3 clusters Score -479200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -479207.062500 Penalty: 2961.779785
	Iteration 41Q: 3 clusters Score -479207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -479213.718750 Penalty: 2961.779785
	Iteration 42Q: 3 clusters Score -479213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -479220.406250 Penalty: 2961.779785
	Iteration 43Q: 3 clusters Score -479220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -479222.593750 Penalty: 2961.779785
	Iteration 44Q: 3 clusters Score -479222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -479222.593750 Penalty: 2961.779785
	Iteration 45F: 3 clusters Score -479222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Entering Unmasked Estep 
Score: -900256.875000 Penalty: 1581.486450
	Iteration 0F: 2 clusters Score -900256.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -888725.625000 Penalty: 3162.972900
	Iteration 0F: 3 clusters Score -888725.6 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -892774.812500 Penalty: 3162.972900
	Iteration 1F: 3 clusters Score -892774.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -893169.187500 Penalty: 3162.972900
	Iteration 2F: 3 clusters Score -893169.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -893596.812500 Penalty: 3162.972900
	Iteration 3F: 3 clusters Score -893596.8 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -894050.937500 Penalty: 3162.972900
	Iteration 4F: 3 clusters Score -894050.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -894630.187500 Penalty: 3162.972900
	Iteration 5F: 3 clusters Score -894630.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -895375.187500 Penalty: 3162.972900
	Iteration 6F: 3 clusters Score -895375.2 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -896211.875000 Penalty: 3162.972900
	Iteration 7F: 3 clusters Score -896211.9 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -896967.562500 Penalty: 3162.972900
	Iteration 8F: 3 clusters Score -896967.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -897492.500000 Penalty: 3162.972900
	Iteration 9Q: 3 clusters Score -897492.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -897799.937500 Penalty: 3162.972900
	Iteration 10Q: 3 clusters Score -897799.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -897992.062500 Penalty: 3162.972900
	Iteration 11Q: 3 clusters Score -897992.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -898133.750000 Penalty: 3162.972900
	Iteration 12Q: 3 clusters Score -898133.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -898246.562500 Penalty: 3162.972900
	Iteration 13Q: 3 clusters Score -898246.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -898343.125000 Penalty: 3162.972900
	Iteration 14Q: 3 clusters Score -898343.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -898419.562500 Penalty: 3162.972900
	Iteration 15Q: 3 clusters Score -898419.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -898498.062500 Penalty: 3162.972900
	Iteration 16Q: 3 clusters Score -898498.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -898565.562500 Penalty: 3162.972900
	Iteration 17Q: 3 clusters Score -898565.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -898617.875000 Penalty: 3162.972900
	Iteration 18Q: 3 clusters Score -898617.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -898658.500000 Penalty: 3162.972900
	Iteration 19Q: 3 clusters Score -898658.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -898694.687500 Penalty: 3162.972900
	Iteration 20F: 3 clusters Score -898694.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -898723.812500 Penalty: 3162.972900
	Iteration 21Q: 3 clusters Score -898723.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -898752.500000 Penalty: 3162.972900
	Iteration 22Q: 3 clusters Score -898752.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -898781.062500 Penalty: 3162.972900
	Iteration 23Q: 3 clusters Score -898781.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -898799.000000 Penalty: 3162.972900
	Iteration 24Q: 3 clusters Score -898799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -898819.437500 Penalty: 3162.972900
	Iteration 25Q: 3 clusters Score -898819.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -898828.812500 Penalty: 3162.972900
	Iteration 26Q: 3 clusters Score -898828.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -898843.187500 Penalty: 3162.972900
	Iteration 27Q: 3 clusters Score -898843.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -898850.937500 Penalty: 3162.972900
	Iteration 28Q: 3 clusters Score -898850.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -898858.750000 Penalty: 3162.972900
	Iteration 29Q: 3 clusters Score -898858.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -898866.187500 Penalty: 3162.972900
	Iteration 30Q: 3 clusters Score -898866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -898873.250000 Penalty: 3162.972900
	Iteration 31Q: 3 clusters Score -898873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -898879.062500 Penalty: 3162.972900
	Iteration 32Q: 3 clusters Score -898879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -898881.687500 Penalty: 3162.972900
	Iteration 33Q: 3 clusters Score -898881.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -898891.812500 Penalty: 3162.972900
	Iteration 34Q: 3 clusters Score -898891.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -898896.812500 Penalty: 3162.972900
	Iteration 35Q: 3 clusters Score -898896.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -898907.062500 Penalty: 3162.972900
	Iteration 36Q: 3 clusters Score -898907.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -898917.312500 Penalty: 3162.972900
	Iteration 37Q: 3 clusters Score -898917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -898922.375000 Penalty: 3162.972900
	Iteration 38Q: 3 clusters Score -898922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -898925.250000 Penalty: 3162.972900
	Iteration 39Q: 3 clusters Score -898925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -898930.437500 Penalty: 3162.972900
	Iteration 40F: 3 clusters Score -898930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -898932.000000 Penalty: 3162.972900
	Iteration 41Q: 3 clusters Score -898932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -898930.875000 Penalty: 3162.972900
	Iteration 42Q: 3 clusters Score -898930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -898931.562500 Penalty: 3162.972900
	Iteration 43Q: 3 clusters Score -898931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -898932.812500 Penalty: 3162.972900
	Iteration 44Q: 3 clusters Score -898932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -898935.750000 Penalty: 3162.972900
	Iteration 45Q: 3 clusters Score -898935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -898935.812500 Penalty: 3162.972900
	Iteration 46Q: 3 clusters Score -898935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -898935.625000 Penalty: 3162.972900
	Iteration 47Q: 3 clusters Score -898935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -898938.437500 Penalty: 3162.972900
	Iteration 48Q: 3 clusters Score -898938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -898938.812500 Penalty: 3162.972900
	Iteration 49Q: 3 clusters Score -898938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -898941.750000 Penalty: 3162.972900
	Iteration 50Q: 3 clusters Score -898941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -898941.875000 Penalty: 3162.972900
	Iteration 51Q: 3 clusters Score -898941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -898942.875000 Penalty: 3162.972900
	Iteration 52Q: 3 clusters Score -898942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -898943.562500 Penalty: 3162.972900
	Iteration 53Q: 3 clusters Score -898943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -898943.250000 Penalty: 3162.972900
	Iteration 54Q: 3 clusters Score -898943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -898944.062500 Penalty: 3162.972900
	Iteration 55Q: 3 clusters Score -898944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -898946.000000 Penalty: 3162.972900
	Iteration 56Q: 3 clusters Score -898946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -898947.125000 Penalty: 3162.972900
	Iteration 57Q: 3 clusters Score -898947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -898947.750000 Penalty: 3162.972900
	Iteration 58Q: 3 clusters Score -898947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -898950.250000 Penalty: 3162.972900
	Iteration 59Q: 3 clusters Score -898950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -898955.750000 Penalty: 3162.972900
	Iteration 60F: 3 clusters Score -898955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -898959.625000 Penalty: 3162.972900
	Iteration 61Q: 3 clusters Score -898959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -898961.937500 Penalty: 3162.972900
	Iteration 62Q: 3 clusters Score -898961.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -898965.250000 Penalty: 3162.972900
	Iteration 63Q: 3 clusters Score -898965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -898968.625000 Penalty: 3162.972900
	Iteration 64Q: 3 clusters Score -898968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -898968.937500 Penalty: 3162.972900
	Iteration 65Q: 3 clusters Score -898968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -898970.937500 Penalty: 3162.972900
	Iteration 66Q: 3 clusters Score -898970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -898971.875000 Penalty: 3162.972900
	Iteration 67Q: 3 clusters Score -898971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -898971.000000 Penalty: 3162.972900
	Iteration 68Q: 3 clusters Score -898971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -898970.750000 Penalty: 3162.972900
	Iteration 69Q: 3 clusters Score -898970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -898971.625000 Penalty: 3162.972900
	Iteration 70Q: 3 clusters Score -898971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -898972.750000 Penalty: 3162.972900
	Iteration 71Q: 3 clusters Score -898972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -898972.875000 Penalty: 3162.972900
	Iteration 72Q: 3 clusters Score -898972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -898972.875000 Penalty: 3162.972900
	Iteration 73F: 3 clusters Score -898972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -128665.468750 Penalty: 1273.410034
	Iteration 0F: 2 clusters Score -128665.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -126246.156250 Penalty: 2546.820068
	Iteration 0F: 3 clusters Score -126246.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -126821.453125 Penalty: 2546.820068
	Iteration 1F: 3 clusters Score -126821.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -126935.406250 Penalty: 2546.820068
	Iteration 2F: 3 clusters Score -126935.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -126998.046875 Penalty: 2546.820068
	Iteration 3Q: 3 clusters Score -126998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -127043.390625 Penalty: 2546.820068
	Iteration 4Q: 3 clusters Score -127043.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127084.226562 Penalty: 2546.820068
	Iteration 5Q: 3 clusters Score -127084.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127118.906250 Penalty: 2546.820068
	Iteration 6Q: 3 clusters Score -127118.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127140.140625 Penalty: 2546.820068
	Iteration 7Q: 3 clusters Score -127140.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127164.375000 Penalty: 2546.820068
	Iteration 8Q: 3 clusters Score -127164.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -127183.406250 Penalty: 2546.820068
	Iteration 9Q: 3 clusters Score -127183.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127197.289062 Penalty: 2546.820068
	Iteration 10Q: 3 clusters Score -127197.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -127213.359375 Penalty: 2546.820068
	Iteration 11Q: 3 clusters Score -127213.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -127222.242188 Penalty: 2546.820068
	Iteration 12Q: 3 clusters Score -127222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -127228.351562 Penalty: 2546.820068
	Iteration 13Q: 3 clusters Score -127228.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -127236.367188 Penalty: 2546.820068
	Iteration 14Q: 3 clusters Score -127236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -127244.359375 Penalty: 2546.820068
	Iteration 15Q: 3 clusters Score -127244.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127249.460938 Penalty: 2546.820068
	Iteration 16Q: 3 clusters Score -127249.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127256.078125 Penalty: 2546.820068
	Iteration 17Q: 3 clusters Score -127256.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127268.671875 Penalty: 2546.820068
	Iteration 18Q: 3 clusters Score -127268.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127279.265625 Penalty: 2546.820068
	Iteration 19Q: 3 clusters Score -127279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127283.843750 Penalty: 2546.820068
	Iteration 20F: 3 clusters Score -127283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127288.757812 Penalty: 2546.820068
	Iteration 21Q: 3 clusters Score -127288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127293.976562 Penalty: 2546.820068
	Iteration 22Q: 3 clusters Score -127294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127301.609375 Penalty: 2546.820068
	Iteration 23Q: 3 clusters Score -127301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -127308.875000 Penalty: 2546.820068
	Iteration 24Q: 3 clusters Score -127308.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127317.101562 Penalty: 2546.820068
	Iteration 25Q: 3 clusters Score -127317.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127328.828125 Penalty: 2546.820068
	Iteration 26Q: 3 clusters Score -127328.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -127341.242188 Penalty: 2546.820068
	Iteration 27Q: 3 clusters Score -127341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127352.679688 Penalty: 2546.820068
	Iteration 28Q: 3 clusters Score -127352.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127365.664062 Penalty: 2546.820068
	Iteration 29Q: 3 clusters Score -127365.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127379.203125 Penalty: 2546.820068
	Iteration 30Q: 3 clusters Score -127379.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127394.515625 Penalty: 2546.820068
	Iteration 31Q: 3 clusters Score -127394.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127406.468750 Penalty: 2546.820068
	Iteration 32Q: 3 clusters Score -127406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127417.398438 Penalty: 2546.820068
	Iteration 33Q: 3 clusters Score -127417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127426.835938 Penalty: 2546.820068
	Iteration 34Q: 3 clusters Score -127426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127436.078125 Penalty: 2546.820068
	Iteration 35Q: 3 clusters Score -127436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127442.015625 Penalty: 2546.820068
	Iteration 36Q: 3 clusters Score -127442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127445.992188 Penalty: 2546.820068
	Iteration 37Q: 3 clusters Score -127446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127450.523438 Penalty: 2546.820068
	Iteration 38Q: 3 clusters Score -127450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127456.640625 Penalty: 2546.820068
	Iteration 39Q: 3 clusters Score -127456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127461.703125 Penalty: 2546.820068
	Iteration 40F: 3 clusters Score -127461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127466.039062 Penalty: 2546.820068
	Iteration 41Q: 3 clusters Score -127466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127471.781250 Penalty: 2546.820068
	Iteration 42Q: 3 clusters Score -127471.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127479.890625 Penalty: 2546.820068
	Iteration 43Q: 3 clusters Score -127479.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127488.203125 Penalty: 2546.820068
	Iteration 44Q: 3 clusters Score -127488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127493.593750 Penalty: 2546.820068
	Iteration 45Q: 3 clusters Score -127493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127496.429688 Penalty: 2546.820068
	Iteration 46Q: 3 clusters Score -127496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127500.117188 Penalty: 2546.820068
	Iteration 47Q: 3 clusters Score -127500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127506.906250 Penalty: 2546.820068
	Iteration 48Q: 3 clusters Score -127506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127512.679688 Penalty: 2546.820068
	Iteration 49Q: 3 clusters Score -127512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -127517.015625 Penalty: 2546.820068
	Iteration 50Q: 3 clusters Score -127517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127521.617188 Penalty: 2546.820068
	Iteration 51Q: 3 clusters Score -127521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127523.171875 Penalty: 2546.820068
	Iteration 52Q: 3 clusters Score -127523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127523.757812 Penalty: 2546.820068
	Iteration 53Q: 3 clusters Score -127523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127525.421875 Penalty: 2546.820068
	Iteration 54Q: 3 clusters Score -127525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -127527.023438 Penalty: 2546.820068
	Iteration 55Q: 3 clusters Score -127527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -127528.203125 Penalty: 2546.820068
	Iteration 56Q: 3 clusters Score -127528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127529.265625 Penalty: 2546.820068
	Iteration 57Q: 3 clusters Score -127529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127530.632812 Penalty: 2546.820068
	Iteration 58Q: 3 clusters Score -127530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -127531.648438 Penalty: 2546.820068
	Iteration 59Q: 3 clusters Score -127531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -127532.085938 Penalty: 2546.820068
	Iteration 60F: 3 clusters Score -127532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -127532.835938 Penalty: 2546.820068
	Iteration 61Q: 3 clusters Score -127532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127533.609375 Penalty: 2546.820068
	Iteration 62Q: 3 clusters Score -127533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127534.750000 Penalty: 2546.820068
	Iteration 63Q: 3 clusters Score -127534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127536.382812 Penalty: 2546.820068
	Iteration 64Q: 3 clusters Score -127536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127538.429688 Penalty: 2546.820068
	Iteration 65Q: 3 clusters Score -127538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -127540.242188 Penalty: 2546.820068
	Iteration 66Q: 3 clusters Score -127540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -127540.890625 Penalty: 2546.820068
	Iteration 67Q: 3 clusters Score -127540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127541.578125 Penalty: 2546.820068
	Iteration 68Q: 3 clusters Score -127541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127542.445312 Penalty: 2546.820068
	Iteration 69Q: 3 clusters Score -127542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127542.851562 Penalty: 2546.820068
	Iteration 70Q: 3 clusters Score -127542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -127544.984375 Penalty: 2546.820068
	Iteration 71Q: 3 clusters Score -127545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127546.203125 Penalty: 2546.820068
	Iteration 72Q: 3 clusters Score -127546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127547.468750 Penalty: 2546.820068
	Iteration 73Q: 3 clusters Score -127547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127547.976562 Penalty: 2546.820068
	Iteration 74Q: 3 clusters Score -127548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127548.093750 Penalty: 2546.820068
	Iteration 75Q: 3 clusters Score -127548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127548.093750 Penalty: 2546.820068
	Iteration 76F: 3 clusters Score -127548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Entering Unmasked Estep 
Score: -474762.750000 Penalty: 1479.685669
	Iteration 0F: 2 clusters Score -474762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -468258.781250 Penalty: 2959.371338
	Iteration 0F: 3 clusters Score -468258.8 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -470279.468750 Penalty: 2959.371338
	Iteration 1F: 3 clusters Score -470279.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -470535.843750 Penalty: 2959.371338
	Iteration 2F: 3 clusters Score -470535.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -470797.593750 Penalty: 2959.371338
	Iteration 3F: 3 clusters Score -470797.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -471058.656250 Penalty: 2959.371338
	Iteration 4F: 3 clusters Score -471058.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -471338.437500 Penalty: 2959.371338
	Iteration 5F: 3 clusters Score -471338.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -471628.500000 Penalty: 2959.371338
	Iteration 6Q: 3 clusters Score -471628.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -471928.937500 Penalty: 2959.371338
	Iteration 7Q: 3 clusters Score -471928.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -472208.750000 Penalty: 2959.371338
	Iteration 8Q: 3 clusters Score -472208.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -472526.468750 Penalty: 2959.371338
	Iteration 9Q: 3 clusters Score -472526.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -472774.093750 Penalty: 2959.371338
	Iteration 10Q: 3 clusters Score -472774.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -472985.875000 Penalty: 2959.371338
	Iteration 11Q: 3 clusters Score -472985.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -473142.531250 Penalty: 2959.371338
	Iteration 12Q: 3 clusters Score -473142.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -473261.812500 Penalty: 2959.371338
	Iteration 13Q: 3 clusters Score -473261.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -473333.531250 Penalty: 2959.371338
	Iteration 14Q: 3 clusters Score -473333.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -473375.031250 Penalty: 2959.371338
	Iteration 15Q: 3 clusters Score -473375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -473408.906250 Penalty: 2959.371338
	Iteration 16Q: 3 clusters Score -473408.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -473436.656250 Penalty: 2959.371338
	Iteration 17Q: 3 clusters Score -473436.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -473461.906250 Penalty: 2959.371338
	Iteration 18Q: 3 clusters Score -473461.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -473480.562500 Penalty: 2959.371338
	Iteration 19Q: 3 clusters Score -473480.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -473493.812500 Penalty: 2959.371338
	Iteration 20F: 3 clusters Score -473493.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -473502.218750 Penalty: 2959.371338
	Iteration 21Q: 3 clusters Score -473502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -473503.437500 Penalty: 2959.371338
	Iteration 22Q: 3 clusters Score -473503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -473503.437500 Penalty: 2959.371338
	Iteration 23F: 3 clusters Score -473503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -195185.000000 Penalty: 1357.060059
	Iteration 0F: 2 clusters Score -195185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -191708.484375 Penalty: 2714.120117
	Iteration 0F: 3 clusters Score -191708.5 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -192674.609375 Penalty: 2714.120117
	Iteration 1F: 3 clusters Score -192674.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -192838.796875 Penalty: 2714.120117
	Iteration 2F: 3 clusters Score -192838.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -192954.093750 Penalty: 2714.120117
	Iteration 3Q: 3 clusters Score -192954.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -193071.265625 Penalty: 2714.120117
	Iteration 4Q: 3 clusters Score -193071.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -193200.187500 Penalty: 2714.120117
	Iteration 5Q: 3 clusters Score -193200.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -193318.703125 Penalty: 2714.120117
	Iteration 6Q: 3 clusters Score -193318.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -193416.765625 Penalty: 2714.120117
	Iteration 7Q: 3 clusters Score -193416.8 nChanged 142
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: -193507.578125 Penalty: 2714.120117
	Iteration 8Q: 3 clusters Score -193507.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -193592.750000 Penalty: 2714.120117
	Iteration 9Q: 3 clusters Score -193592.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -193669.312500 Penalty: 2714.120117
	Iteration 10Q: 3 clusters Score -193669.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -193743.328125 Penalty: 2714.120117
	Iteration 11Q: 3 clusters Score -193743.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -193800.484375 Penalty: 2714.120117
	Iteration 12Q: 3 clusters Score -193800.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -193846.062500 Penalty: 2714.120117
	Iteration 13Q: 3 clusters Score -193846.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -193882.671875 Penalty: 2714.120117
	Iteration 14Q: 3 clusters Score -193882.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -193918.015625 Penalty: 2714.120117
	Iteration 15Q: 3 clusters Score -193918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -193956.281250 Penalty: 2714.120117
	Iteration 16Q: 3 clusters Score -193956.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -193981.437500 Penalty: 2714.120117
	Iteration 17Q: 3 clusters Score -193981.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -193997.843750 Penalty: 2714.120117
	Iteration 18Q: 3 clusters Score -193997.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -194017.625000 Penalty: 2714.120117
	Iteration 19Q: 3 clusters Score -194017.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -194035.453125 Penalty: 2714.120117
	Iteration 20F: 3 clusters Score -194035.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -194053.421875 Penalty: 2714.120117
	Iteration 21Q: 3 clusters Score -194053.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -194061.734375 Penalty: 2714.120117
	Iteration 22Q: 3 clusters Score -194061.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -194069.828125 Penalty: 2714.120117
	Iteration 23Q: 3 clusters Score -194069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -194076.218750 Penalty: 2714.120117
	Iteration 24Q: 3 clusters Score -194076.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -194083.578125 Penalty: 2714.120117
	Iteration 25Q: 3 clusters Score -194083.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -194091.546875 Penalty: 2714.120117
	Iteration 26Q: 3 clusters Score -194091.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -194095.296875 Penalty: 2714.120117
	Iteration 27Q: 3 clusters Score -194095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -194097.968750 Penalty: 2714.120117
	Iteration 28Q: 3 clusters Score -194098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -194099.390625 Penalty: 2714.120117
	Iteration 29Q: 3 clusters Score -194099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -194099.875000 Penalty: 2714.120117
	Iteration 30Q: 3 clusters Score -194099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -194101.296875 Penalty: 2714.120117
	Iteration 31Q: 3 clusters Score -194101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -194102.828125 Penalty: 2714.120117
	Iteration 32Q: 3 clusters Score -194102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -194103.953125 Penalty: 2714.120117
	Iteration 33Q: 3 clusters Score -194104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -194105.625000 Penalty: 2714.120117
	Iteration 34Q: 3 clusters Score -194105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -194105.859375 Penalty: 2714.120117
	Iteration 35Q: 3 clusters Score -194105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -194106.625000 Penalty: 2714.120117
	Iteration 36Q: 3 clusters Score -194106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -194106.828125 Penalty: 2714.120117
	Iteration 37Q: 3 clusters Score -194106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -194107.015625 Penalty: 2714.120117
	Iteration 38Q: 3 clusters Score -194107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -194107.781250 Penalty: 2714.120117
	Iteration 39Q: 3 clusters Score -194107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -194108.968750 Penalty: 2714.120117
	Iteration 40F: 3 clusters Score -194109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -194109.812500 Penalty: 2714.120117
	Iteration 41Q: 3 clusters Score -194109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -194110.265625 Penalty: 2714.120117
	Iteration 42Q: 3 clusters Score -194110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -194110.375000 Penalty: 2714.120117
	Iteration 43Q: 3 clusters Score -194110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -194110.625000 Penalty: 2714.120117
	Iteration 44Q: 3 clusters Score -194110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -194111.953125 Penalty: 2714.120117
	Iteration 45Q: 3 clusters Score -194112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -194112.703125 Penalty: 2714.120117
	Iteration 46Q: 3 clusters Score -194112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -194113.328125 Penalty: 2714.120117
	Iteration 47Q: 3 clusters Score -194113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -194113.312500 Penalty: 2714.120117
	Iteration 48Q: 3 clusters Score -194113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -194113.312500 Penalty: 2714.120117
	Iteration 49F: 3 clusters Score -194113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Entering Unmasked Estep 
Score: -1403991.625000 Penalty: 1656.188965
	Iteration 0F: 2 clusters Score -1403992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1385960.000000 Penalty: 3312.377930
	Iteration 0F: 3 clusters Score -1385960 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1392822.125000 Penalty: 3312.377930
	Iteration 1F: 3 clusters Score -1392822 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1393384.125000 Penalty: 3312.377930
	Iteration 2F: 3 clusters Score -1393384 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1393979.625000 Penalty: 3312.377930
	Iteration 3F: 3 clusters Score -1393980 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1394657.750000 Penalty: 3312.377930
	Iteration 4F: 3 clusters Score -1394658 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1395346.625000 Penalty: 3312.377930
	Iteration 5F: 3 clusters Score -1395347 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1395936.625000 Penalty: 3312.377930
	Iteration 6Q: 3 clusters Score -1395937 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1396557.375000 Penalty: 3312.377930
	Iteration 7Q: 3 clusters Score -1396557 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1397223.125000 Penalty: 3312.377930
	Iteration 8Q: 3 clusters Score -1397223 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1397840.750000 Penalty: 3312.377930
	Iteration 9Q: 3 clusters Score -1397841 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1398429.250000 Penalty: 3312.377930
	Iteration 10Q: 3 clusters Score -1398429 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1398803.375000 Penalty: 3312.377930
	Iteration 11Q: 3 clusters Score -1398803 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1398991.375000 Penalty: 3312.377930
	Iteration 12Q: 3 clusters Score -1398991 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1399127.125000 Penalty: 3312.377930
	Iteration 13Q: 3 clusters Score -1399127 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1399214.500000 Penalty: 3312.377930
	Iteration 14Q: 3 clusters Score -1399214 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1399298.250000 Penalty: 3312.377930
	Iteration 15Q: 3 clusters Score -1399298 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1399378.125000 Penalty: 3312.377930
	Iteration 16Q: 3 clusters Score -1399378 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1399462.375000 Penalty: 3312.377930
	Iteration 17Q: 3 clusters Score -1399462 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1399540.250000 Penalty: 3312.377930
	Iteration 18Q: 3 clusters Score -1399540 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1399651.625000 Penalty: 3312.377930
	Iteration 19Q: 3 clusters Score -1399652 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1399772.375000 Penalty: 3312.377930
	Iteration 20F: 3 clusters Score -1399772 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1399880.875000 Penalty: 3312.377930
	Iteration 21Q: 3 clusters Score -1399881 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1400000.875000 Penalty: 3312.377930
	Iteration 22Q: 3 clusters Score -1400001 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1400103.000000 Penalty: 3312.377930
	Iteration 23Q: 3 clusters Score -1400103 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1400206.375000 Penalty: 3312.377930
	Iteration 24Q: 3 clusters Score -1400206 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1400313.625000 Penalty: 3312.377930
	Iteration 25Q: 3 clusters Score -1400314 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1400403.375000 Penalty: 3312.377930
	Iteration 26Q: 3 clusters Score -1400403 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1400499.500000 Penalty: 3312.377930
	Iteration 27Q: 3 clusters Score -1400500 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1400585.375000 Penalty: 3312.377930
	Iteration 28Q: 3 clusters Score -1400585 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1400678.750000 Penalty: 3312.377930
	Iteration 29Q: 3 clusters Score -1400679 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1400786.375000 Penalty: 3312.377930
	Iteration 30Q: 3 clusters Score -1400786 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1400917.500000 Penalty: 3312.377930
	Iteration 31Q: 3 clusters Score -1400918 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1401053.375000 Penalty: 3312.377930
	Iteration 32Q: 3 clusters Score -1401053 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1401190.750000 Penalty: 3312.377930
	Iteration 33Q: 3 clusters Score -1401191 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1401337.500000 Penalty: 3312.377930
	Iteration 34Q: 3 clusters Score -1401338 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1401473.000000 Penalty: 3312.377930
	Iteration 35Q: 3 clusters Score -1401473 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1401602.250000 Penalty: 3312.377930
	Iteration 36Q: 3 clusters Score -1401602 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1401754.750000 Penalty: 3312.377930
	Iteration 37Q: 3 clusters Score -1401755 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1401883.500000 Penalty: 3312.377930
	Iteration 38Q: 3 clusters Score -1401884 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1401978.000000 Penalty: 3312.377930
	Iteration 39Q: 3 clusters Score -1401978 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1402061.375000 Penalty: 3312.377930
	Iteration 40F: 3 clusters Score -1402061 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1402134.000000 Penalty: 3312.377930
	Iteration 41Q: 3 clusters Score -1402134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1402197.375000 Penalty: 3312.377930
	Iteration 42Q: 3 clusters Score -1402197 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1402259.375000 Penalty: 3312.377930
	Iteration 43Q: 3 clusters Score -1402259 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1402306.750000 Penalty: 3312.377930
	Iteration 44Q: 3 clusters Score -1402307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1402340.500000 Penalty: 3312.377930
	Iteration 45Q: 3 clusters Score -1402340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1402387.375000 Penalty: 3312.377930
	Iteration 46Q: 3 clusters Score -1402387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1402417.000000 Penalty: 3312.377930
	Iteration 47Q: 3 clusters Score -1402417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1402441.250000 Penalty: 3312.377930
	Iteration 48Q: 3 clusters Score -1402441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1402460.750000 Penalty: 3312.377930
	Iteration 49Q: 3 clusters Score -1402461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1402478.500000 Penalty: 3312.377930
	Iteration 50Q: 3 clusters Score -1402478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1402494.125000 Penalty: 3312.377930
	Iteration 51Q: 3 clusters Score -1402494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1402503.375000 Penalty: 3312.377930
	Iteration 52Q: 3 clusters Score -1402503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1402506.875000 Penalty: 3312.377930
	Iteration 53Q: 3 clusters Score -1402507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1402514.125000 Penalty: 3312.377930
	Iteration 54Q: 3 clusters Score -1402514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1402513.500000 Penalty: 3312.377930
	Iteration 55Q: 3 clusters Score -1402514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1402516.625000 Penalty: 3312.377930
	Iteration 56Q: 3 clusters Score -1402517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1402519.125000 Penalty: 3312.377930
	Iteration 57Q: 3 clusters Score -1402519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1402521.625000 Penalty: 3312.377930
	Iteration 58Q: 3 clusters Score -1402522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1402525.750000 Penalty: 3312.377930
	Iteration 59Q: 3 clusters Score -1402526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1402527.500000 Penalty: 3312.377930
	Iteration 60F: 3 clusters Score -1402528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1402532.375000 Penalty: 3312.377930
	Iteration 61Q: 3 clusters Score -1402532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1402534.625000 Penalty: 3312.377930
	Iteration 62Q: 3 clusters Score -1402535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1402534.375000 Penalty: 3312.377930
	Iteration 63Q: 3 clusters Score -1402534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1402534.375000 Penalty: 3312.377930
	Iteration 64F: 3 clusters Score -1402534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (211593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211593 members 
Entering Unmasked Estep 
Score: -11033679.000000 Penalty: 1992.643188
	Iteration 0F: 2 clusters Score -1.103368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -10891111.000000 Penalty: 3985.286377
	Iteration 0F: 3 clusters Score -1.089111e+07 nChanged 102330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -10953676.000000 Penalty: 3985.286377
	Iteration 1F: 3 clusters Score -1.095368e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124278 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -10956938.000000 Penalty: 3985.286377
	Iteration 2Q: 3 clusters Score -1.095694e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135309 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -10963402.000000 Penalty: 3985.286377
	Iteration 3F: 3 clusters Score -1.09634e+07 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -10975597.000000 Penalty: 3985.286377
	Iteration 4F: 3 clusters Score -1.09756e+07 nChanged 19450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -10992872.000000 Penalty: 3985.286377
	Iteration 5F: 3 clusters Score -1.099287e+07 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187804 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -11009889.000000 Penalty: 3985.286377
	Iteration 6F: 3 clusters Score -1.100989e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199887 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -11021535.000000 Penalty: 3985.286377
	Iteration 7F: 3 clusters Score -1.102154e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206479 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -11027780.000000 Penalty: 3985.286377
	Iteration 8Q: 3 clusters Score -1.102778e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209453 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11030348.000000 Penalty: 3985.286377
	Iteration 9Q: 3 clusters Score -1.103035e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210629 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11031343.000000 Penalty: 3985.286377
	Iteration 10Q: 3 clusters Score -1.103134e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11031653.000000 Penalty: 3985.286377
	Iteration 11Q: 3 clusters Score -1.103165e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211205 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11031784.000000 Penalty: 3985.286377
	Iteration 12Q: 3 clusters Score -1.103178e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211263 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11031875.000000 Penalty: 3985.286377
	Iteration 13Q: 3 clusters Score -1.103188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11031897.000000 Penalty: 3985.286377
	Iteration 14Q: 3 clusters Score -1.10319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211313 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11031921.000000 Penalty: 3985.286377
	Iteration 15Q: 3 clusters Score -1.103192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211325 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11031947.000000 Penalty: 3985.286377
	Iteration 16Q: 3 clusters Score -1.103195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11031956.000000 Penalty: 3985.286377
	Iteration 17Q: 3 clusters Score -1.103196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211339 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11031954.000000 Penalty: 3985.286377
	Iteration 18Q: 3 clusters Score -1.103195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11031958.000000 Penalty: 3985.286377
	Iteration 19Q: 3 clusters Score -1.103196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11031973.000000 Penalty: 3985.286377
	Iteration 20F: 3 clusters Score -1.103197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11031983.000000 Penalty: 3985.286377
	Iteration 21Q: 3 clusters Score -1.103198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211354 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11031990.000000 Penalty: 3985.286377
	Iteration 22Q: 3 clusters Score -1.103199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211357 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11032004.000000 Penalty: 3985.286377
	Iteration 23Q: 3 clusters Score -1.1032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211357 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11031998.000000 Penalty: 3985.286377
	Iteration 24Q: 3 clusters Score -1.1032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211357 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11032004.000000 Penalty: 3985.286377
	Iteration 25Q: 3 clusters Score -1.1032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211359 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11031995.000000 Penalty: 3985.286377
	Iteration 26Q: 3 clusters Score -1.1032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211360 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11031998.000000 Penalty: 3985.286377
	Iteration 27Q: 3 clusters Score -1.1032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11031996.000000 Penalty: 3985.286377
	Iteration 28Q: 3 clusters Score -1.1032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11031999.000000 Penalty: 3985.286377
	Iteration 29Q: 3 clusters Score -1.1032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11031999.000000 Penalty: 3985.286377
	Iteration 30F: 3 clusters Score -1.1032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -227478.343750 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -227478.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -223436.718750 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -223436.7 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -224626.265625 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -224626.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -224858.312500 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -224858.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -225030.843750 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -225030.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -225188.281250 Penalty: 2768.996338
	Iteration 4Q: 3 clusters Score -225188.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -225338.984375 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -225339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -225494.984375 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -225495 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -225609.703125 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -225609.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -225716.265625 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -225716.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -225806.796875 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -225806.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -225883.421875 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -225883.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -225952.671875 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -225952.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -226008.250000 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -226008.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -226046.875000 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -226046.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -226072.593750 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -226072.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -226088.531250 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -226088.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -226101.125000 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -226101.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -226118.359375 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -226118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -226134.109375 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -226134.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -226150.437500 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -226150.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -226159.187500 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -226159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -226166.500000 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -226166.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -226179.062500 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -226179.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -226191.281250 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -226191.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -226202.390625 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -226202.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -226213.093750 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -226213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -226219.953125 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -226220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -226226.250000 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -226226.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -226233.890625 Penalty: 2768.996338
	Iteration 28Q: 3 clusters Score -226233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -226240.281250 Penalty: 2768.996338
	Iteration 29Q: 3 clusters Score -226240.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -226243.359375 Penalty: 2768.996338
	Iteration 30Q: 3 clusters Score -226243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -226247.031250 Penalty: 2768.996338
	Iteration 31Q: 3 clusters Score -226247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -226250.140625 Penalty: 2768.996338
	Iteration 32Q: 3 clusters Score -226250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -226253.765625 Penalty: 2768.996338
	Iteration 33Q: 3 clusters Score -226253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -226259.406250 Penalty: 2768.996338
	Iteration 34Q: 3 clusters Score -226259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -226264.609375 Penalty: 2768.996338
	Iteration 35Q: 3 clusters Score -226264.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -226273.703125 Penalty: 2768.996338
	Iteration 36Q: 3 clusters Score -226273.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -226282.406250 Penalty: 2768.996338
	Iteration 37Q: 3 clusters Score -226282.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -226290.312500 Penalty: 2768.996338
	Iteration 38Q: 3 clusters Score -226290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -226298.484375 Penalty: 2768.996338
	Iteration 39Q: 3 clusters Score -226298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -226305.015625 Penalty: 2768.996338
	Iteration 40F: 3 clusters Score -226305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -226311.140625 Penalty: 2768.996338
	Iteration 41Q: 3 clusters Score -226311.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -226317.859375 Penalty: 2768.996338
	Iteration 42Q: 3 clusters Score -226317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -226320.468750 Penalty: 2768.996338
	Iteration 43Q: 3 clusters Score -226320.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -226325.656250 Penalty: 2768.996338
	Iteration 44Q: 3 clusters Score -226325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -226332.203125 Penalty: 2768.996338
	Iteration 45Q: 3 clusters Score -226332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -226338.312500 Penalty: 2768.996338
	Iteration 46Q: 3 clusters Score -226338.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -226345.765625 Penalty: 2768.996338
	Iteration 47Q: 3 clusters Score -226345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -226351.546875 Penalty: 2768.996338
	Iteration 48Q: 3 clusters Score -226351.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -226355.093750 Penalty: 2768.996338
	Iteration 49Q: 3 clusters Score -226355.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -226358.578125 Penalty: 2768.996338
	Iteration 50Q: 3 clusters Score -226358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -226364.109375 Penalty: 2768.996338
	Iteration 51Q: 3 clusters Score -226364.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -226372.140625 Penalty: 2768.996338
	Iteration 52Q: 3 clusters Score -226372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -226377.843750 Penalty: 2768.996338
	Iteration 53Q: 3 clusters Score -226377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -226385.515625 Penalty: 2768.996338
	Iteration 54Q: 3 clusters Score -226385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -226391.734375 Penalty: 2768.996338
	Iteration 55Q: 3 clusters Score -226391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -226399.343750 Penalty: 2768.996338
	Iteration 56Q: 3 clusters Score -226399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -226403.640625 Penalty: 2768.996338
	Iteration 57Q: 3 clusters Score -226403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -226410.031250 Penalty: 2768.996338
	Iteration 58Q: 3 clusters Score -226410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -226413.140625 Penalty: 2768.996338
	Iteration 59Q: 3 clusters Score -226413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -226414.859375 Penalty: 2768.996338
	Iteration 60F: 3 clusters Score -226414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -226416.578125 Penalty: 2768.996338
	Iteration 61Q: 3 clusters Score -226416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -226418.796875 Penalty: 2768.996338
	Iteration 62Q: 3 clusters Score -226418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -226419.609375 Penalty: 2768.996338
	Iteration 63Q: 3 clusters Score -226419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -226420.546875 Penalty: 2768.996338
	Iteration 64Q: 3 clusters Score -226420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -226420.609375 Penalty: 2768.996338
	Iteration 65Q: 3 clusters Score -226420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -226421.171875 Penalty: 2768.996338
	Iteration 66Q: 3 clusters Score -226421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -226421.406250 Penalty: 2768.996338
	Iteration 67Q: 3 clusters Score -226421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -226421.484375 Penalty: 2768.996338
	Iteration 68Q: 3 clusters Score -226421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -226422.218750 Penalty: 2768.996338
	Iteration 69Q: 3 clusters Score -226422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -226422.218750 Penalty: 2768.996338
	Iteration 70F: 3 clusters Score -226422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Entering Unmasked Estep 
Score: -1121883.125000 Penalty: 1618.624390
	Iteration 0F: 2 clusters Score -1121883 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 10515 members 
Entering Unmasked Estep 
Score: -1107525.125000 Penalty: 3237.248779
	Iteration 0F: 3 clusters Score -1107525 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1112707.625000 Penalty: 3237.248779
	Iteration 1F: 3 clusters Score -1112708 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1113056.625000 Penalty: 3237.248779
	Iteration 2Q: 3 clusters Score -1113057 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1113382.750000 Penalty: 3237.248779
	Iteration 3Q: 3 clusters Score -1113383 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1113742.750000 Penalty: 3237.248779
	Iteration 4Q: 3 clusters Score -1113743 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1114152.375000 Penalty: 3237.248779
	Iteration 5Q: 3 clusters Score -1114152 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1114598.750000 Penalty: 3237.248779
	Iteration 6Q: 3 clusters Score -1114599 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1115066.375000 Penalty: 3237.248779
	Iteration 7Q: 3 clusters Score -1115066 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1115588.750000 Penalty: 3237.248779
	Iteration 8Q: 3 clusters Score -1115589 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1116236.500000 Penalty: 3237.248779
	Iteration 9Q: 3 clusters Score -1116236 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1116875.125000 Penalty: 3237.248779
	Iteration 10Q: 3 clusters Score -1116875 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1117428.375000 Penalty: 3237.248779
	Iteration 11Q: 3 clusters Score -1117428 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1117811.750000 Penalty: 3237.248779
	Iteration 12Q: 3 clusters Score -1117812 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1118015.625000 Penalty: 3237.248779
	Iteration 13Q: 3 clusters Score -1118016 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1118117.125000 Penalty: 3237.248779
	Iteration 14Q: 3 clusters Score -1118117 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1118195.250000 Penalty: 3237.248779
	Iteration 15Q: 3 clusters Score -1118195 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1118251.750000 Penalty: 3237.248779
	Iteration 16Q: 3 clusters Score -1118252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1118287.375000 Penalty: 3237.248779
	Iteration 17Q: 3 clusters Score -1118287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1118321.500000 Penalty: 3237.248779
	Iteration 18Q: 3 clusters Score -1118322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1118349.250000 Penalty: 3237.248779
	Iteration 19Q: 3 clusters Score -1118349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1118372.000000 Penalty: 3237.248779
	Iteration 20F: 3 clusters Score -1118372 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1118399.750000 Penalty: 3237.248779
	Iteration 21Q: 3 clusters Score -1118400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1118422.250000 Penalty: 3237.248779
	Iteration 22Q: 3 clusters Score -1118422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1118443.250000 Penalty: 3237.248779
	Iteration 23Q: 3 clusters Score -1118443 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1118462.375000 Penalty: 3237.248779
	Iteration 24Q: 3 clusters Score -1118462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1118487.500000 Penalty: 3237.248779
	Iteration 25Q: 3 clusters Score -1118488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1118514.250000 Penalty: 3237.248779
	Iteration 26Q: 3 clusters Score -1118514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1118542.125000 Penalty: 3237.248779
	Iteration 27Q: 3 clusters Score -1118542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1118570.000000 Penalty: 3237.248779
	Iteration 28Q: 3 clusters Score -1118570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1118601.125000 Penalty: 3237.248779
	Iteration 29Q: 3 clusters Score -1118601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1118630.375000 Penalty: 3237.248779
	Iteration 30Q: 3 clusters Score -1118630 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1118669.125000 Penalty: 3237.248779
	Iteration 31Q: 3 clusters Score -1118669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1118701.750000 Penalty: 3237.248779
	Iteration 32Q: 3 clusters Score -1118702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1118724.125000 Penalty: 3237.248779
	Iteration 33Q: 3 clusters Score -1118724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1118750.125000 Penalty: 3237.248779
	Iteration 34Q: 3 clusters Score -1118750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1118788.500000 Penalty: 3237.248779
	Iteration 35Q: 3 clusters Score -1118788 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1118816.125000 Penalty: 3237.248779
	Iteration 36Q: 3 clusters Score -1118816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1118852.000000 Penalty: 3237.248779
	Iteration 37Q: 3 clusters Score -1118852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1118885.500000 Penalty: 3237.248779
	Iteration 38Q: 3 clusters Score -1118886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1118930.125000 Penalty: 3237.248779
	Iteration 39Q: 3 clusters Score -1118930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1118973.125000 Penalty: 3237.248779
	Iteration 40F: 3 clusters Score -1118973 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1119027.625000 Penalty: 3237.248779
	Iteration 41Q: 3 clusters Score -1119028 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1119091.375000 Penalty: 3237.248779
	Iteration 42Q: 3 clusters Score -1119091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1119171.250000 Penalty: 3237.248779
	Iteration 43Q: 3 clusters Score -1119171 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1119249.000000 Penalty: 3237.248779
	Iteration 44Q: 3 clusters Score -1119249 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1119340.375000 Penalty: 3237.248779
	Iteration 45Q: 3 clusters Score -1119340 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1119424.625000 Penalty: 3237.248779
	Iteration 46Q: 3 clusters Score -1119425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1119519.125000 Penalty: 3237.248779
	Iteration 47Q: 3 clusters Score -1119519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1119608.750000 Penalty: 3237.248779
	Iteration 48Q: 3 clusters Score -1119609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1119694.750000 Penalty: 3237.248779
	Iteration 49Q: 3 clusters Score -1119695 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1119779.750000 Penalty: 3237.248779
	Iteration 50Q: 3 clusters Score -1119780 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1119867.750000 Penalty: 3237.248779
	Iteration 51Q: 3 clusters Score -1119868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1119945.875000 Penalty: 3237.248779
	Iteration 52Q: 3 clusters Score -1119946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1120022.125000 Penalty: 3237.248779
	Iteration 53Q: 3 clusters Score -1120022 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1120097.625000 Penalty: 3237.248779
	Iteration 54Q: 3 clusters Score -1120098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1120166.750000 Penalty: 3237.248779
	Iteration 55Q: 3 clusters Score -1120167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1120231.375000 Penalty: 3237.248779
	Iteration 56Q: 3 clusters Score -1120231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1120282.000000 Penalty: 3237.248779
	Iteration 57Q: 3 clusters Score -1120282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1120325.000000 Penalty: 3237.248779
	Iteration 58Q: 3 clusters Score -1120325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1120354.125000 Penalty: 3237.248779
	Iteration 59Q: 3 clusters Score -1120354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1120372.625000 Penalty: 3237.248779
	Iteration 60F: 3 clusters Score -1120373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1120396.875000 Penalty: 3237.248779
	Iteration 61Q: 3 clusters Score -1120397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1120412.750000 Penalty: 3237.248779
	Iteration 62Q: 3 clusters Score -1120413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1120437.500000 Penalty: 3237.248779
	Iteration 63Q: 3 clusters Score -1120438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1120454.750000 Penalty: 3237.248779
	Iteration 64Q: 3 clusters Score -1120455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1120469.625000 Penalty: 3237.248779
	Iteration 65Q: 3 clusters Score -1120470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1120478.125000 Penalty: 3237.248779
	Iteration 66Q: 3 clusters Score -1120478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1120490.750000 Penalty: 3237.248779
	Iteration 67Q: 3 clusters Score -1120491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1120497.375000 Penalty: 3237.248779
	Iteration 68Q: 3 clusters Score -1120497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1120499.500000 Penalty: 3237.248779
	Iteration 69Q: 3 clusters Score -1120500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1120502.875000 Penalty: 3237.248779
	Iteration 70Q: 3 clusters Score -1120503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1120505.000000 Penalty: 3237.248779
	Iteration 71Q: 3 clusters Score -1120505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1120507.500000 Penalty: 3237.248779
	Iteration 72Q: 3 clusters Score -1120508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1120510.500000 Penalty: 3237.248779
	Iteration 73Q: 3 clusters Score -1120510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1120515.625000 Penalty: 3237.248779
	Iteration 74Q: 3 clusters Score -1120516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1120516.750000 Penalty: 3237.248779
	Iteration 75Q: 3 clusters Score -1120517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1120516.750000 Penalty: 3237.248779
	Iteration 76F: 3 clusters Score -1120517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -523904.562500 Penalty: 1497.813843
	Iteration 0F: 2 clusters Score -523904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -516767.375000 Penalty: 2995.627686
	Iteration 0F: 3 clusters Score -516767.4 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -519054.093750 Penalty: 2995.627686
	Iteration 1F: 3 clusters Score -519054.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -519314.562500 Penalty: 2995.627686
	Iteration 2F: 3 clusters Score -519314.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -519523.406250 Penalty: 2995.627686
	Iteration 3F: 3 clusters Score -519523.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -519697.656250 Penalty: 2995.627686
	Iteration 4Q: 3 clusters Score -519697.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -519872.187500 Penalty: 2995.627686
	Iteration 5Q: 3 clusters Score -519872.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -520062.343750 Penalty: 2995.627686
	Iteration 6Q: 3 clusters Score -520062.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -520281.125000 Penalty: 2995.627686
	Iteration 7Q: 3 clusters Score -520281.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -520546.156250 Penalty: 2995.627686
	Iteration 8Q: 3 clusters Score -520546.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -520836.250000 Penalty: 2995.627686
	Iteration 9Q: 3 clusters Score -520836.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -521146.656250 Penalty: 2995.627686
	Iteration 10Q: 3 clusters Score -521146.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -521416.593750 Penalty: 2995.627686
	Iteration 11Q: 3 clusters Score -521416.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -521674.437500 Penalty: 2995.627686
	Iteration 12Q: 3 clusters Score -521674.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -521944.750000 Penalty: 2995.627686
	Iteration 13Q: 3 clusters Score -521944.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -522193.093750 Penalty: 2995.627686
	Iteration 14Q: 3 clusters Score -522193.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -522365.343750 Penalty: 2995.627686
	Iteration 15Q: 3 clusters Score -522365.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -522458.687500 Penalty: 2995.627686
	Iteration 16Q: 3 clusters Score -522458.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -522512.812500 Penalty: 2995.627686
	Iteration 17Q: 3 clusters Score -522512.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -522546.968750 Penalty: 2995.627686
	Iteration 18Q: 3 clusters Score -522547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -522574.000000 Penalty: 2995.627686
	Iteration 19Q: 3 clusters Score -522574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -522595.093750 Penalty: 2995.627686
	Iteration 20F: 3 clusters Score -522595.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -522608.687500 Penalty: 2995.627686
	Iteration 21Q: 3 clusters Score -522608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -522616.937500 Penalty: 2995.627686
	Iteration 22Q: 3 clusters Score -522616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -522630.656250 Penalty: 2995.627686
	Iteration 23Q: 3 clusters Score -522630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -522635.718750 Penalty: 2995.627686
	Iteration 24Q: 3 clusters Score -522635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -522636.218750 Penalty: 2995.627686
	Iteration 25Q: 3 clusters Score -522636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -522636.406250 Penalty: 2995.627686
	Iteration 26Q: 3 clusters Score -522636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -522639.593750 Penalty: 2995.627686
	Iteration 27Q: 3 clusters Score -522639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -522640.937500 Penalty: 2995.627686
	Iteration 28Q: 3 clusters Score -522640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -522643.218750 Penalty: 2995.627686
	Iteration 29Q: 3 clusters Score -522643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -522643.218750 Penalty: 2995.627686
	Iteration 30F: 3 clusters Score -522643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -69250.000000 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -69250 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 740 members 
Entering Unmasked Estep 
Score: -67471.460938 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -67471.46 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -67812.210938 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -67812.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -67900.234375 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -67900.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -67936.554688 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -67936.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67958.156250 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -67958.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67974.710938 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -67974.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -67982.351562 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -67982.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67987.468750 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -67987.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -67989.359375 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -67989.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -67990.625000 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -67990.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -67993.031250 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -67993.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -67995.773438 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -67995.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67998.335938 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -67998.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68002.804688 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -68002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -68006.617188 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -68006.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68010.179688 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -68010.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -68015.164062 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -68015.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68018.789062 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -68018.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -68024.679688 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -68024.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -68026.367188 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -68026.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -68026.617188 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -68026.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -68027.453125 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -68027.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -68028.890625 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -68028.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68030.507812 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -68030.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68031.164062 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -68031.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68031.328125 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -68031.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68033.742188 Penalty: 2382.807373
	Iteration 26Q: 3 clusters Score -68033.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -68036.359375 Penalty: 2382.807373
	Iteration 27Q: 3 clusters Score -68036.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -68037.523438 Penalty: 2382.807373
	Iteration 28Q: 3 clusters Score -68037.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68038.898438 Penalty: 2382.807373
	Iteration 29Q: 3 clusters Score -68038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68041.218750 Penalty: 2382.807373
	Iteration 30Q: 3 clusters Score -68041.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68042.953125 Penalty: 2382.807373
	Iteration 31Q: 3 clusters Score -68042.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68043.859375 Penalty: 2382.807373
	Iteration 32Q: 3 clusters Score -68043.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68044.109375 Penalty: 2382.807373
	Iteration 33Q: 3 clusters Score -68044.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68044.109375 Penalty: 2382.807373
	Iteration 34F: 3 clusters Score -68044.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Entering Unmasked Estep 
Score: -1064257.375000 Penalty: 1611.102539
	Iteration 0F: 2 clusters Score -1064257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1050459.750000 Penalty: 3222.205078
	Iteration 0F: 3 clusters Score -1050460 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1055465.000000 Penalty: 3222.205078
	Iteration 1F: 3 clusters Score -1055465 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1055849.750000 Penalty: 3222.205078
	Iteration 2Q: 3 clusters Score -1055850 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1056325.125000 Penalty: 3222.205078
	Iteration 3F: 3 clusters Score -1056325 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1056975.250000 Penalty: 3222.205078
	Iteration 4F: 3 clusters Score -1056975 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1057864.125000 Penalty: 3222.205078
	Iteration 5F: 3 clusters Score -1057864 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1058975.375000 Penalty: 3222.205078
	Iteration 6F: 3 clusters Score -1058975 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1060105.375000 Penalty: 3222.205078
	Iteration 7F: 3 clusters Score -1060105 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1061087.000000 Penalty: 3222.205078
	Iteration 8F: 3 clusters Score -1061087 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1061721.625000 Penalty: 3222.205078
	Iteration 9Q: 3 clusters Score -1061722 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1062116.500000 Penalty: 3222.205078
	Iteration 10Q: 3 clusters Score -1062116 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1062347.250000 Penalty: 3222.205078
	Iteration 11Q: 3 clusters Score -1062347 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1062476.375000 Penalty: 3222.205078
	Iteration 12Q: 3 clusters Score -1062476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -1062557.250000 Penalty: 3222.205078
	Iteration 13Q: 3 clusters Score -1062557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1062627.250000 Penalty: 3222.205078
	Iteration 14Q: 3 clusters Score -1062627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1062699.250000 Penalty: 3222.205078
	Iteration 15Q: 3 clusters Score -1062699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1062752.750000 Penalty: 3222.205078
	Iteration 16Q: 3 clusters Score -1062753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1062784.125000 Penalty: 3222.205078
	Iteration 17Q: 3 clusters Score -1062784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1062807.000000 Penalty: 3222.205078
	Iteration 18Q: 3 clusters Score -1062807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -1062823.125000 Penalty: 3222.205078
	Iteration 19Q: 3 clusters Score -1062823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1062831.750000 Penalty: 3222.205078
	Iteration 20F: 3 clusters Score -1062832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1062842.250000 Penalty: 3222.205078
	Iteration 21Q: 3 clusters Score -1062842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1062846.125000 Penalty: 3222.205078
	Iteration 22Q: 3 clusters Score -1062846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1062851.750000 Penalty: 3222.205078
	Iteration 23Q: 3 clusters Score -1062852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1062853.750000 Penalty: 3222.205078
	Iteration 24Q: 3 clusters Score -1062854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1062859.125000 Penalty: 3222.205078
	Iteration 25Q: 3 clusters Score -1062859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1062859.625000 Penalty: 3222.205078
	Iteration 26Q: 3 clusters Score -1062860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1062863.625000 Penalty: 3222.205078
	Iteration 27Q: 3 clusters Score -1062864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1062863.625000 Penalty: 3222.205078
	Iteration 28Q: 3 clusters Score -1062864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1062866.000000 Penalty: 3222.205078
	Iteration 29Q: 3 clusters Score -1062866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1062866.375000 Penalty: 3222.205078
	Iteration 30Q: 3 clusters Score -1062866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1062866.375000 Penalty: 3222.205078
	Iteration 31F: 3 clusters Score -1062866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Entering Unmasked Estep 
Score: -989703.812500 Penalty: 1597.750977
	Iteration 0F: 2 clusters Score -989703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -976848.125000 Penalty: 3195.501953
	Iteration 0F: 3 clusters Score -976848.1 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -981284.125000 Penalty: 3195.501953
	Iteration 1F: 3 clusters Score -981284.1 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -981611.750000 Penalty: 3195.501953
	Iteration 2Q: 3 clusters Score -981611.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -981920.750000 Penalty: 3195.501953
	Iteration 3Q: 3 clusters Score -981920.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -982267.187500 Penalty: 3195.501953
	Iteration 4Q: 3 clusters Score -982267.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -982650.000000 Penalty: 3195.501953
	Iteration 5Q: 3 clusters Score -982650 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -983083.812500 Penalty: 3195.501953
	Iteration 6Q: 3 clusters Score -983083.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -983676.625000 Penalty: 3195.501953
	Iteration 7F: 3 clusters Score -983676.6 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -984434.875000 Penalty: 3195.501953
	Iteration 8F: 3 clusters Score -984434.9 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -985347.625000 Penalty: 3195.501953
	Iteration 9F: 3 clusters Score -985347.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -986135.250000 Penalty: 3195.501953
	Iteration 10F: 3 clusters Score -986135.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -986590.750000 Penalty: 3195.501953
	Iteration 11Q: 3 clusters Score -986590.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -986786.875000 Penalty: 3195.501953
	Iteration 12Q: 3 clusters Score -986786.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -986899.250000 Penalty: 3195.501953
	Iteration 13Q: 3 clusters Score -986899.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -986967.687500 Penalty: 3195.501953
	Iteration 14Q: 3 clusters Score -986967.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -987019.687500 Penalty: 3195.501953
	Iteration 15Q: 3 clusters Score -987019.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -987058.875000 Penalty: 3195.501953
	Iteration 16Q: 3 clusters Score -987058.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -987087.500000 Penalty: 3195.501953
	Iteration 17Q: 3 clusters Score -987087.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -987104.437500 Penalty: 3195.501953
	Iteration 18Q: 3 clusters Score -987104.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -987120.312500 Penalty: 3195.501953
	Iteration 19Q: 3 clusters Score -987120.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -987132.687500 Penalty: 3195.501953
	Iteration 20F: 3 clusters Score -987132.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -987147.500000 Penalty: 3195.501953
	Iteration 21Q: 3 clusters Score -987147.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -987168.687500 Penalty: 3195.501953
	Iteration 22Q: 3 clusters Score -987168.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -987193.375000 Penalty: 3195.501953
	Iteration 23Q: 3 clusters Score -987193.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -987208.312500 Penalty: 3195.501953
	Iteration 24Q: 3 clusters Score -987208.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -987223.187500 Penalty: 3195.501953
	Iteration 25Q: 3 clusters Score -987223.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -987229.500000 Penalty: 3195.501953
	Iteration 26Q: 3 clusters Score -987229.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -987236.375000 Penalty: 3195.501953
	Iteration 27Q: 3 clusters Score -987236.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -987246.125000 Penalty: 3195.501953
	Iteration 28Q: 3 clusters Score -987246.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -987254.500000 Penalty: 3195.501953
	Iteration 29Q: 3 clusters Score -987254.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -987259.750000 Penalty: 3195.501953
	Iteration 30Q: 3 clusters Score -987259.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -987263.187500 Penalty: 3195.501953
	Iteration 31Q: 3 clusters Score -987263.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -987271.000000 Penalty: 3195.501953
	Iteration 32Q: 3 clusters Score -987271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -987280.687500 Penalty: 3195.501953
	Iteration 33Q: 3 clusters Score -987280.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -987285.812500 Penalty: 3195.501953
	Iteration 34Q: 3 clusters Score -987285.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -987293.812500 Penalty: 3195.501953
	Iteration 35Q: 3 clusters Score -987293.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -987299.687500 Penalty: 3195.501953
	Iteration 36Q: 3 clusters Score -987299.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -987307.750000 Penalty: 3195.501953
	Iteration 37Q: 3 clusters Score -987307.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -987315.000000 Penalty: 3195.501953
	Iteration 38Q: 3 clusters Score -987315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -987327.812500 Penalty: 3195.501953
	Iteration 39Q: 3 clusters Score -987327.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -987338.125000 Penalty: 3195.501953
	Iteration 40F: 3 clusters Score -987338.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -987354.375000 Penalty: 3195.501953
	Iteration 41Q: 3 clusters Score -987354.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -987375.125000 Penalty: 3195.501953
	Iteration 42Q: 3 clusters Score -987375.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -987390.375000 Penalty: 3195.501953
	Iteration 43Q: 3 clusters Score -987390.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -987404.625000 Penalty: 3195.501953
	Iteration 44Q: 3 clusters Score -987404.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -987409.937500 Penalty: 3195.501953
	Iteration 45Q: 3 clusters Score -987409.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -987424.750000 Penalty: 3195.501953
	Iteration 46Q: 3 clusters Score -987424.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -987435.375000 Penalty: 3195.501953
	Iteration 47Q: 3 clusters Score -987435.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -987444.375000 Penalty: 3195.501953
	Iteration 48Q: 3 clusters Score -987444.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -987454.500000 Penalty: 3195.501953
	Iteration 49Q: 3 clusters Score -987454.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -987466.812500 Penalty: 3195.501953
	Iteration 50Q: 3 clusters Score -987466.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -987477.062500 Penalty: 3195.501953
	Iteration 51Q: 3 clusters Score -987477.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -987484.125000 Penalty: 3195.501953
	Iteration 52Q: 3 clusters Score -987484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -987491.750000 Penalty: 3195.501953
	Iteration 53Q: 3 clusters Score -987491.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -987498.500000 Penalty: 3195.501953
	Iteration 54Q: 3 clusters Score -987498.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -987503.125000 Penalty: 3195.501953
	Iteration 55Q: 3 clusters Score -987503.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -987510.125000 Penalty: 3195.501953
	Iteration 56Q: 3 clusters Score -987510.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -987518.437500 Penalty: 3195.501953
	Iteration 57Q: 3 clusters Score -987518.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -987530.187500 Penalty: 3195.501953
	Iteration 58Q: 3 clusters Score -987530.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -987541.437500 Penalty: 3195.501953
	Iteration 59Q: 3 clusters Score -987541.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -987556.750000 Penalty: 3195.501953
	Iteration 60F: 3 clusters Score -987556.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -987564.937500 Penalty: 3195.501953
	Iteration 61Q: 3 clusters Score -987564.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -987576.875000 Penalty: 3195.501953
	Iteration 62Q: 3 clusters Score -987576.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -987590.937500 Penalty: 3195.501953
	Iteration 63Q: 3 clusters Score -987590.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -987609.000000 Penalty: 3195.501953
	Iteration 64Q: 3 clusters Score -987609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -987631.375000 Penalty: 3195.501953
	Iteration 65Q: 3 clusters Score -987631.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -987654.562500 Penalty: 3195.501953
	Iteration 66Q: 3 clusters Score -987654.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -987673.187500 Penalty: 3195.501953
	Iteration 67Q: 3 clusters Score -987673.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -987695.687500 Penalty: 3195.501953
	Iteration 68Q: 3 clusters Score -987695.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -987733.625000 Penalty: 3195.501953
	Iteration 69Q: 3 clusters Score -987733.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -987763.312500 Penalty: 3195.501953
	Iteration 70Q: 3 clusters Score -987763.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -987804.750000 Penalty: 3195.501953
	Iteration 71Q: 3 clusters Score -987804.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -987838.812500 Penalty: 3195.501953
	Iteration 72Q: 3 clusters Score -987838.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -987869.312500 Penalty: 3195.501953
	Iteration 73Q: 3 clusters Score -987869.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -987895.750000 Penalty: 3195.501953
	Iteration 74Q: 3 clusters Score -987895.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -987932.937500 Penalty: 3195.501953
	Iteration 75Q: 3 clusters Score -987932.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -987961.125000 Penalty: 3195.501953
	Iteration 76Q: 3 clusters Score -987961.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -987985.812500 Penalty: 3195.501953
	Iteration 77Q: 3 clusters Score -987985.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -988006.375000 Penalty: 3195.501953
	Iteration 78Q: 3 clusters Score -988006.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -988019.500000 Penalty: 3195.501953
	Iteration 79Q: 3 clusters Score -988019.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -988040.250000 Penalty: 3195.501953
	Iteration 80F: 3 clusters Score -988040.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -988055.437500 Penalty: 3195.501953
	Iteration 81Q: 3 clusters Score -988055.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -988071.125000 Penalty: 3195.501953
	Iteration 82Q: 3 clusters Score -988071.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -988088.125000 Penalty: 3195.501953
	Iteration 83Q: 3 clusters Score -988088.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -988104.125000 Penalty: 3195.501953
	Iteration 84Q: 3 clusters Score -988104.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -988119.875000 Penalty: 3195.501953
	Iteration 85Q: 3 clusters Score -988119.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -988137.562500 Penalty: 3195.501953
	Iteration 86Q: 3 clusters Score -988137.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -988149.250000 Penalty: 3195.501953
	Iteration 87Q: 3 clusters Score -988149.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -988158.562500 Penalty: 3195.501953
	Iteration 88Q: 3 clusters Score -988158.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -988170.437500 Penalty: 3195.501953
	Iteration 89Q: 3 clusters Score -988170.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -988179.562500 Penalty: 3195.501953
	Iteration 90Q: 3 clusters Score -988179.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -988184.875000 Penalty: 3195.501953
	Iteration 91Q: 3 clusters Score -988184.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -988193.250000 Penalty: 3195.501953
	Iteration 92Q: 3 clusters Score -988193.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -988203.250000 Penalty: 3195.501953
	Iteration 93Q: 3 clusters Score -988203.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -988210.000000 Penalty: 3195.501953
	Iteration 94Q: 3 clusters Score -988210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -988216.562500 Penalty: 3195.501953
	Iteration 95Q: 3 clusters Score -988216.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -988219.000000 Penalty: 3195.501953
	Iteration 96Q: 3 clusters Score -988219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -988221.187500 Penalty: 3195.501953
	Iteration 97Q: 3 clusters Score -988221.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -988226.937500 Penalty: 3195.501953
	Iteration 98Q: 3 clusters Score -988226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -988229.250000 Penalty: 3195.501953
	Iteration 99Q: 3 clusters Score -988229.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -988232.812500 Penalty: 3195.501953
	Iteration 100F: 3 clusters Score -988232.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -988239.437500 Penalty: 3195.501953
	Iteration 101Q: 3 clusters Score -988239.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -988241.312500 Penalty: 3195.501953
	Iteration 102Q: 3 clusters Score -988241.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -988246.250000 Penalty: 3195.501953
	Iteration 103Q: 3 clusters Score -988246.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -988251.312500 Penalty: 3195.501953
	Iteration 104Q: 3 clusters Score -988251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -988254.937500 Penalty: 3195.501953
	Iteration 105Q: 3 clusters Score -988254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -988260.875000 Penalty: 3195.501953
	Iteration 106Q: 3 clusters Score -988260.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -988265.562500 Penalty: 3195.501953
	Iteration 107Q: 3 clusters Score -988265.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -988267.812500 Penalty: 3195.501953
	Iteration 108Q: 3 clusters Score -988267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -988271.750000 Penalty: 3195.501953
	Iteration 109Q: 3 clusters Score -988271.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -988279.125000 Penalty: 3195.501953
	Iteration 110Q: 3 clusters Score -988279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -988285.062500 Penalty: 3195.501953
	Iteration 111Q: 3 clusters Score -988285.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -988290.875000 Penalty: 3195.501953
	Iteration 112Q: 3 clusters Score -988290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -988294.500000 Penalty: 3195.501953
	Iteration 113Q: 3 clusters Score -988294.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -988293.500000 Penalty: 3195.501953
	Iteration 114Q: 3 clusters Score -988293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -988297.437500 Penalty: 3195.501953
	Iteration 115Q: 3 clusters Score -988297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -988300.687500 Penalty: 3195.501953
	Iteration 116Q: 3 clusters Score -988300.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -988303.312500 Penalty: 3195.501953
	Iteration 117Q: 3 clusters Score -988303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -988308.000000 Penalty: 3195.501953
	Iteration 118Q: 3 clusters Score -988308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -988311.125000 Penalty: 3195.501953
	Iteration 119Q: 3 clusters Score -988311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -988314.937500 Penalty: 3195.501953
	Iteration 120F: 3 clusters Score -988314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -988317.812500 Penalty: 3195.501953
	Iteration 121Q: 3 clusters Score -988317.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -988326.000000 Penalty: 3195.501953
	Iteration 122Q: 3 clusters Score -988326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -988328.375000 Penalty: 3195.501953
	Iteration 123Q: 3 clusters Score -988328.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -988332.062500 Penalty: 3195.501953
	Iteration 124Q: 3 clusters Score -988332.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -988336.875000 Penalty: 3195.501953
	Iteration 125Q: 3 clusters Score -988336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -988337.625000 Penalty: 3195.501953
	Iteration 126Q: 3 clusters Score -988337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -988343.312500 Penalty: 3195.501953
	Iteration 127Q: 3 clusters Score -988343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -988343.125000 Penalty: 3195.501953
	Iteration 128Q: 3 clusters Score -988343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -988342.687500 Penalty: 3195.501953
	Iteration 129Q: 3 clusters Score -988342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -988344.937500 Penalty: 3195.501953
	Iteration 130Q: 3 clusters Score -988344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -988344.250000 Penalty: 3195.501953
	Iteration 131Q: 3 clusters Score -988344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -988347.937500 Penalty: 3195.501953
	Iteration 132Q: 3 clusters Score -988347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -988350.000000 Penalty: 3195.501953
	Iteration 133Q: 3 clusters Score -988350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -988349.437500 Penalty: 3195.501953
	Iteration 134Q: 3 clusters Score -988349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -988351.000000 Penalty: 3195.501953
	Iteration 135Q: 3 clusters Score -988351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -988352.000000 Penalty: 3195.501953
	Iteration 136Q: 3 clusters Score -988352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -988350.562500 Penalty: 3195.501953
	Iteration 137Q: 3 clusters Score -988350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -988351.187500 Penalty: 3195.501953
	Iteration 138Q: 3 clusters Score -988351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -988352.750000 Penalty: 3195.501953
	Iteration 139Q: 3 clusters Score -988352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -988352.750000 Penalty: 3195.501953
	Iteration 140F: 3 clusters Score -988352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Entering Unmasked Estep 
Score: -331399.125000 Penalty: 1433.099487
	Iteration 0F: 2 clusters Score -331399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -326259.000000 Penalty: 2866.198975
	Iteration 0F: 3 clusters Score -326259 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -327810.281250 Penalty: 2866.198975
	Iteration 1F: 3 clusters Score -327810.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -328013.187500 Penalty: 2866.198975
	Iteration 2F: 3 clusters Score -328013.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -328154.781250 Penalty: 2866.198975
	Iteration 3F: 3 clusters Score -328154.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -328262.781250 Penalty: 2866.198975
	Iteration 4Q: 3 clusters Score -328262.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -328391.187500 Penalty: 2866.198975
	Iteration 5Q: 3 clusters Score -328391.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -328564.187500 Penalty: 2866.198975
	Iteration 6Q: 3 clusters Score -328564.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -328773.625000 Penalty: 2866.198975
	Iteration 7Q: 3 clusters Score -328773.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -328993.687500 Penalty: 2866.198975
	Iteration 8Q: 3 clusters Score -328993.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -329237.343750 Penalty: 2866.198975
	Iteration 9F: 3 clusters Score -329237.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -329477.562500 Penalty: 2866.198975
	Iteration 10F: 3 clusters Score -329477.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -329734.906250 Penalty: 2866.198975
	Iteration 11F: 3 clusters Score -329734.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -330000.812500 Penalty: 2866.198975
	Iteration 12F: 3 clusters Score -330000.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -330245.000000 Penalty: 2866.198975
	Iteration 13F: 3 clusters Score -330245 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -330439.750000 Penalty: 2866.198975
	Iteration 14Q: 3 clusters Score -330439.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330571.812500 Penalty: 2866.198975
	Iteration 15Q: 3 clusters Score -330571.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -330655.781250 Penalty: 2866.198975
	Iteration 16Q: 3 clusters Score -330655.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -330722.718750 Penalty: 2866.198975
	Iteration 17Q: 3 clusters Score -330722.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -330760.125000 Penalty: 2866.198975
	Iteration 18Q: 3 clusters Score -330760.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -330787.156250 Penalty: 2866.198975
	Iteration 19Q: 3 clusters Score -330787.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -330803.625000 Penalty: 2866.198975
	Iteration 20F: 3 clusters Score -330803.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -330814.656250 Penalty: 2866.198975
	Iteration 21Q: 3 clusters Score -330814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -330825.000000 Penalty: 2866.198975
	Iteration 22Q: 3 clusters Score -330825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -330831.312500 Penalty: 2866.198975
	Iteration 23Q: 3 clusters Score -330831.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330841.000000 Penalty: 2866.198975
	Iteration 24Q: 3 clusters Score -330841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -330850.125000 Penalty: 2866.198975
	Iteration 25Q: 3 clusters Score -330850.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -330859.625000 Penalty: 2866.198975
	Iteration 26Q: 3 clusters Score -330859.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -330867.062500 Penalty: 2866.198975
	Iteration 27Q: 3 clusters Score -330867.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -330873.812500 Penalty: 2866.198975
	Iteration 28Q: 3 clusters Score -330873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -330878.968750 Penalty: 2866.198975
	Iteration 29Q: 3 clusters Score -330879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -330884.687500 Penalty: 2866.198975
	Iteration 30Q: 3 clusters Score -330884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -330890.656250 Penalty: 2866.198975
	Iteration 31Q: 3 clusters Score -330890.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -330896.562500 Penalty: 2866.198975
	Iteration 32Q: 3 clusters Score -330896.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -330902.281250 Penalty: 2866.198975
	Iteration 33Q: 3 clusters Score -330902.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -330907.656250 Penalty: 2866.198975
	Iteration 34Q: 3 clusters Score -330907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -330911.562500 Penalty: 2866.198975
	Iteration 35Q: 3 clusters Score -330911.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -330915.937500 Penalty: 2866.198975
	Iteration 36Q: 3 clusters Score -330915.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -330919.125000 Penalty: 2866.198975
	Iteration 37Q: 3 clusters Score -330919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -330924.156250 Penalty: 2866.198975
	Iteration 38Q: 3 clusters Score -330924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -330928.656250 Penalty: 2866.198975
	Iteration 39Q: 3 clusters Score -330928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -330933.218750 Penalty: 2866.198975
	Iteration 40F: 3 clusters Score -330933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -330936.062500 Penalty: 2866.198975
	Iteration 41Q: 3 clusters Score -330936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -330938.968750 Penalty: 2866.198975
	Iteration 42Q: 3 clusters Score -330939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -330941.468750 Penalty: 2866.198975
	Iteration 43Q: 3 clusters Score -330941.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -330946.906250 Penalty: 2866.198975
	Iteration 44Q: 3 clusters Score -330946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -330950.718750 Penalty: 2866.198975
	Iteration 45Q: 3 clusters Score -330950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -330953.968750 Penalty: 2866.198975
	Iteration 46Q: 3 clusters Score -330954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -330958.625000 Penalty: 2866.198975
	Iteration 47Q: 3 clusters Score -330958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330961.750000 Penalty: 2866.198975
	Iteration 48Q: 3 clusters Score -330961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -330966.375000 Penalty: 2866.198975
	Iteration 49Q: 3 clusters Score -330966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -330970.593750 Penalty: 2866.198975
	Iteration 50Q: 3 clusters Score -330970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -330974.312500 Penalty: 2866.198975
	Iteration 51Q: 3 clusters Score -330974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -330976.093750 Penalty: 2866.198975
	Iteration 52Q: 3 clusters Score -330976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -330978.218750 Penalty: 2866.198975
	Iteration 53Q: 3 clusters Score -330978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -330980.531250 Penalty: 2866.198975
	Iteration 54Q: 3 clusters Score -330980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -330981.187500 Penalty: 2866.198975
	Iteration 55Q: 3 clusters Score -330981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -330982.593750 Penalty: 2866.198975
	Iteration 56Q: 3 clusters Score -330982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -330983.843750 Penalty: 2866.198975
	Iteration 57Q: 3 clusters Score -330983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -330984.781250 Penalty: 2866.198975
	Iteration 58Q: 3 clusters Score -330984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -330984.781250 Penalty: 2866.198975
	Iteration 59F: 3 clusters Score -330984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -127103.539062 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -127103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -124674.718750 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -124674.7 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -125177.070312 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -125177.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -125308.492188 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -125308.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -125385.992188 Penalty: 2537.836914
	Iteration 3F: 3 clusters Score -125386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -125429.953125 Penalty: 2537.836914
	Iteration 4Q: 3 clusters Score -125430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -125462.007812 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -125462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -125480.242188 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -125480.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -125493.796875 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -125493.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -125507.242188 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -125507.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -125518.343750 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -125518.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -125533.617188 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -125533.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -125545.351562 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -125545.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -125554.320312 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -125554.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -125563.406250 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -125563.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -125570.757812 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -125570.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -125576.648438 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -125576.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -125584.445312 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -125584.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -125594.695312 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -125594.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -125606.070312 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -125606.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -125617.171875 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -125617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -125630.117188 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -125630.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -125644.382812 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -125644.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -125655.054688 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -125655.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -125665.781250 Penalty: 2537.836914
	Iteration 23Q: 3 clusters Score -125665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -125676.804688 Penalty: 2537.836914
	Iteration 24Q: 3 clusters Score -125676.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -125685.265625 Penalty: 2537.836914
	Iteration 25Q: 3 clusters Score -125685.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -125691.359375 Penalty: 2537.836914
	Iteration 26Q: 3 clusters Score -125691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -125697.187500 Penalty: 2537.836914
	Iteration 27Q: 3 clusters Score -125697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -125700.726562 Penalty: 2537.836914
	Iteration 28Q: 3 clusters Score -125700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -125704.859375 Penalty: 2537.836914
	Iteration 29Q: 3 clusters Score -125704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -125712.468750 Penalty: 2537.836914
	Iteration 30Q: 3 clusters Score -125712.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -125721.507812 Penalty: 2537.836914
	Iteration 31Q: 3 clusters Score -125721.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -125734.843750 Penalty: 2537.836914
	Iteration 32Q: 3 clusters Score -125734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -125745.890625 Penalty: 2537.836914
	Iteration 33Q: 3 clusters Score -125745.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -125759.070312 Penalty: 2537.836914
	Iteration 34Q: 3 clusters Score -125759.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -125775.937500 Penalty: 2537.836914
	Iteration 35Q: 3 clusters Score -125775.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -125792.859375 Penalty: 2537.836914
	Iteration 36Q: 3 clusters Score -125792.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -125806.203125 Penalty: 2537.836914
	Iteration 37Q: 3 clusters Score -125806.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -125820.835938 Penalty: 2537.836914
	Iteration 38Q: 3 clusters Score -125820.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -125829.820312 Penalty: 2537.836914
	Iteration 39Q: 3 clusters Score -125829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -125838.437500 Penalty: 2537.836914
	Iteration 40F: 3 clusters Score -125838.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -125849.671875 Penalty: 2537.836914
	Iteration 41Q: 3 clusters Score -125849.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -125861.656250 Penalty: 2537.836914
	Iteration 42Q: 3 clusters Score -125861.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -125878.648438 Penalty: 2537.836914
	Iteration 43Q: 3 clusters Score -125878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -125888.703125 Penalty: 2537.836914
	Iteration 44Q: 3 clusters Score -125888.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -125897.726562 Penalty: 2537.836914
	Iteration 45Q: 3 clusters Score -125897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -125903.515625 Penalty: 2537.836914
	Iteration 46Q: 3 clusters Score -125903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -125914.242188 Penalty: 2537.836914
	Iteration 47Q: 3 clusters Score -125914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -125925.281250 Penalty: 2537.836914
	Iteration 48Q: 3 clusters Score -125925.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -125930.671875 Penalty: 2537.836914
	Iteration 49Q: 3 clusters Score -125930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125932.156250 Penalty: 2537.836914
	Iteration 50Q: 3 clusters Score -125932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125933.875000 Penalty: 2537.836914
	Iteration 51Q: 3 clusters Score -125933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125935.101562 Penalty: 2537.836914
	Iteration 52Q: 3 clusters Score -125935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -125936.132812 Penalty: 2537.836914
	Iteration 53Q: 3 clusters Score -125936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -125936.984375 Penalty: 2537.836914
	Iteration 54Q: 3 clusters Score -125937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -125937.664062 Penalty: 2537.836914
	Iteration 55Q: 3 clusters Score -125937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125939.046875 Penalty: 2537.836914
	Iteration 56Q: 3 clusters Score -125939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125940.632812 Penalty: 2537.836914
	Iteration 57Q: 3 clusters Score -125940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -125940.632812 Penalty: 2537.836914
	Iteration 58F: 3 clusters Score -125940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Entering Unmasked Estep 
Score: -2753008.000000 Penalty: 1766.463989
	Iteration 0F: 2 clusters Score -2753008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2718054.000000 Penalty: 3532.927979
	Iteration 0F: 3 clusters Score -2718054 nChanged 24599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -2731876.250000 Penalty: 3532.927979
	Iteration 1F: 3 clusters Score -2731876 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -2732386.250000 Penalty: 3532.927979
	Iteration 2Q: 3 clusters Score -2732386 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2732907.500000 Penalty: 3532.927979
	Iteration 3Q: 3 clusters Score -2732908 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -2733478.000000 Penalty: 3532.927979
	Iteration 4Q: 3 clusters Score -2733478 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -2734160.750000 Penalty: 3532.927979
	Iteration 5Q: 3 clusters Score -2734161 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -2735012.250000 Penalty: 3532.927979
	Iteration 6Q: 3 clusters Score -2735012 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -2736122.500000 Penalty: 3532.927979
	Iteration 7Q: 3 clusters Score -2736122 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -2737620.750000 Penalty: 3532.927979
	Iteration 8Q: 3 clusters Score -2737621 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -2739525.500000 Penalty: 3532.927979
	Iteration 9F: 3 clusters Score -2739526 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2741667.000000 Penalty: 3532.927979
	Iteration 10F: 3 clusters Score -2741667 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -2743559.000000 Penalty: 3532.927979
	Iteration 11F: 3 clusters Score -2743559 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -2745017.000000 Penalty: 3532.927979
	Iteration 12Q: 3 clusters Score -2745017 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -2745990.000000 Penalty: 3532.927979
	Iteration 13Q: 3 clusters Score -2745990 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -2746830.750000 Penalty: 3532.927979
	Iteration 14Q: 3 clusters Score -2746831 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -2747534.000000 Penalty: 3532.927979
	Iteration 15Q: 3 clusters Score -2747534 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -2748157.250000 Penalty: 3532.927979
	Iteration 16Q: 3 clusters Score -2748157 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -2748720.000000 Penalty: 3532.927979
	Iteration 17Q: 3 clusters Score -2748720 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -2749212.750000 Penalty: 3532.927979
	Iteration 18Q: 3 clusters Score -2749213 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -2749646.750000 Penalty: 3532.927979
	Iteration 19Q: 3 clusters Score -2749647 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -2750000.250000 Penalty: 3532.927979
	Iteration 20F: 3 clusters Score -2750000 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -2750300.750000 Penalty: 3532.927979
	Iteration 21Q: 3 clusters Score -2750301 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -2750524.250000 Penalty: 3532.927979
	Iteration 22Q: 3 clusters Score -2750524 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -2750700.500000 Penalty: 3532.927979
	Iteration 23Q: 3 clusters Score -2750700 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -2750837.250000 Penalty: 3532.927979
	Iteration 24Q: 3 clusters Score -2750837 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -2750950.000000 Penalty: 3532.927979
	Iteration 25Q: 3 clusters Score -2750950 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -2751040.250000 Penalty: 3532.927979
	Iteration 26Q: 3 clusters Score -2751040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -2751105.000000 Penalty: 3532.927979
	Iteration 27Q: 3 clusters Score -2751105 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -2751149.250000 Penalty: 3532.927979
	Iteration 28Q: 3 clusters Score -2751149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -2751190.750000 Penalty: 3532.927979
	Iteration 29Q: 3 clusters Score -2751191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -2751243.500000 Penalty: 3532.927979
	Iteration 30Q: 3 clusters Score -2751244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -2751271.500000 Penalty: 3532.927979
	Iteration 31Q: 3 clusters Score -2751272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -2751297.250000 Penalty: 3532.927979
	Iteration 32Q: 3 clusters Score -2751297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -2751322.000000 Penalty: 3532.927979
	Iteration 33Q: 3 clusters Score -2751322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -2751340.250000 Penalty: 3532.927979
	Iteration 34Q: 3 clusters Score -2751340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -2751361.000000 Penalty: 3532.927979
	Iteration 35Q: 3 clusters Score -2751361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -2751375.500000 Penalty: 3532.927979
	Iteration 36Q: 3 clusters Score -2751376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -2751390.500000 Penalty: 3532.927979
	Iteration 37Q: 3 clusters Score -2751390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -2751410.250000 Penalty: 3532.927979
	Iteration 38Q: 3 clusters Score -2751410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -2751425.000000 Penalty: 3532.927979
	Iteration 39Q: 3 clusters Score -2751425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -2751433.250000 Penalty: 3532.927979
	Iteration 40F: 3 clusters Score -2751433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -2751445.250000 Penalty: 3532.927979
	Iteration 41Q: 3 clusters Score -2751445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -2751456.250000 Penalty: 3532.927979
	Iteration 42Q: 3 clusters Score -2751456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -2751475.250000 Penalty: 3532.927979
	Iteration 43Q: 3 clusters Score -2751475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -2751484.750000 Penalty: 3532.927979
	Iteration 44Q: 3 clusters Score -2751485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -2751488.500000 Penalty: 3532.927979
	Iteration 45Q: 3 clusters Score -2751488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -2751499.000000 Penalty: 3532.927979
	Iteration 46Q: 3 clusters Score -2751499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -2751504.500000 Penalty: 3532.927979
	Iteration 47Q: 3 clusters Score -2751504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -2751508.250000 Penalty: 3532.927979
	Iteration 48Q: 3 clusters Score -2751508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -2751517.250000 Penalty: 3532.927979
	Iteration 49Q: 3 clusters Score -2751517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -2751515.000000 Penalty: 3532.927979
	Iteration 50Q: 3 clusters Score -2751515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -2751522.000000 Penalty: 3532.927979
	Iteration 51Q: 3 clusters Score -2751522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -2751523.000000 Penalty: 3532.927979
	Iteration 52Q: 3 clusters Score -2751523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -2751527.000000 Penalty: 3532.927979
	Iteration 53Q: 3 clusters Score -2751527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -2751532.250000 Penalty: 3532.927979
	Iteration 54Q: 3 clusters Score -2751532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -2751535.750000 Penalty: 3532.927979
	Iteration 55Q: 3 clusters Score -2751536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -2751534.000000 Penalty: 3532.927979
	Iteration 56Q: 3 clusters Score -2751534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -2751534.250000 Penalty: 3532.927979
	Iteration 57Q: 3 clusters Score -2751534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -2751537.500000 Penalty: 3532.927979
	Iteration 58Q: 3 clusters Score -2751538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -2751534.000000 Penalty: 3532.927979
	Iteration 59Q: 3 clusters Score -2751534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -2751537.500000 Penalty: 3532.927979
	Iteration 60F: 3 clusters Score -2751538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -2751536.000000 Penalty: 3532.927979
	Iteration 61Q: 3 clusters Score -2751536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -2751539.000000 Penalty: 3532.927979
	Iteration 62Q: 3 clusters Score -2751539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -2751540.000000 Penalty: 3532.927979
	Iteration 63Q: 3 clusters Score -2751540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -2751541.250000 Penalty: 3532.927979
	Iteration 64Q: 3 clusters Score -2751541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -2751539.750000 Penalty: 3532.927979
	Iteration 65Q: 3 clusters Score -2751540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -2751540.000000 Penalty: 3532.927979
	Iteration 66Q: 3 clusters Score -2751540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -2751545.250000 Penalty: 3532.927979
	Iteration 67Q: 3 clusters Score -2751545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -2751541.250000 Penalty: 3532.927979
	Iteration 68Q: 3 clusters Score -2751541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -2751541.250000 Penalty: 3532.927979
	Iteration 69F: 3 clusters Score -2751541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Entering Unmasked Estep 
Score: -3578985.750000 Penalty: 1809.738037
	Iteration 0F: 2 clusters Score -3578986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -3532997.500000 Penalty: 3619.476074
	Iteration 0F: 3 clusters Score -3532998 nChanged 32429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3551660.250000 Penalty: 3619.476074
	Iteration 1F: 3 clusters Score -3551660 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3552293.250000 Penalty: 3619.476074
	Iteration 2Q: 3 clusters Score -3552293 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3553066.250000 Penalty: 3619.476074
	Iteration 3Q: 3 clusters Score -3553066 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3554101.750000 Penalty: 3619.476074
	Iteration 4Q: 3 clusters Score -3554102 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3555457.750000 Penalty: 3619.476074
	Iteration 5Q: 3 clusters Score -3555458 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3557540.250000 Penalty: 3619.476074
	Iteration 6F: 3 clusters Score -3557540 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3560420.250000 Penalty: 3619.476074
	Iteration 7F: 3 clusters Score -3560420 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3564076.750000 Penalty: 3619.476074
	Iteration 8F: 3 clusters Score -3564077 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3568139.000000 Penalty: 3619.476074
	Iteration 9F: 3 clusters Score -3568139 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3571755.750000 Penalty: 3619.476074
	Iteration 10F: 3 clusters Score -3571756 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3574412.000000 Penalty: 3619.476074
	Iteration 11Q: 3 clusters Score -3574412 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3576008.500000 Penalty: 3619.476074
	Iteration 12Q: 3 clusters Score -3576008 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3576756.250000 Penalty: 3619.476074
	Iteration 13Q: 3 clusters Score -3576756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3577173.250000 Penalty: 3619.476074
	Iteration 14Q: 3 clusters Score -3577173 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3577360.250000 Penalty: 3619.476074
	Iteration 15Q: 3 clusters Score -3577360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3577426.500000 Penalty: 3619.476074
	Iteration 16Q: 3 clusters Score -3577426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3577449.500000 Penalty: 3619.476074
	Iteration 17Q: 3 clusters Score -3577450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3577471.250000 Penalty: 3619.476074
	Iteration 18Q: 3 clusters Score -3577471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3577479.500000 Penalty: 3619.476074
	Iteration 19Q: 3 clusters Score -3577480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3577485.250000 Penalty: 3619.476074
	Iteration 20F: 3 clusters Score -3577485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3577487.250000 Penalty: 3619.476074
	Iteration 21Q: 3 clusters Score -3577487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3577489.000000 Penalty: 3619.476074
	Iteration 22Q: 3 clusters Score -3577489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3577498.500000 Penalty: 3619.476074
	Iteration 23Q: 3 clusters Score -3577498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3577496.000000 Penalty: 3619.476074
	Iteration 24Q: 3 clusters Score -3577496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3577495.250000 Penalty: 3619.476074
	Iteration 25Q: 3 clusters Score -3577495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3577500.250000 Penalty: 3619.476074
	Iteration 26Q: 3 clusters Score -3577500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3577503.750000 Penalty: 3619.476074
	Iteration 27Q: 3 clusters Score -3577504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3577502.250000 Penalty: 3619.476074
	Iteration 28Q: 3 clusters Score -3577502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3577502.500000 Penalty: 3619.476074
	Iteration 29Q: 3 clusters Score -3577502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3577504.750000 Penalty: 3619.476074
	Iteration 30Q: 3 clusters Score -3577505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3577502.000000 Penalty: 3619.476074
	Iteration 31Q: 3 clusters Score -3577502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3577503.000000 Penalty: 3619.476074
	Iteration 32Q: 3 clusters Score -3577503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3577498.500000 Penalty: 3619.476074
	Iteration 33Q: 3 clusters Score -3577498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3577500.250000 Penalty: 3619.476074
	Iteration 34Q: 3 clusters Score -3577500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3577503.000000 Penalty: 3619.476074
	Iteration 35Q: 3 clusters Score -3577503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3577505.750000 Penalty: 3619.476074
	Iteration 36Q: 3 clusters Score -3577506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3577505.750000 Penalty: 3619.476074
	Iteration 37F: 3 clusters Score -3577506 nChanged 0
--- Evaluating fit on full set of 1593789 points ---
Entering Unmasked Estep 
Score: -79549168.000000 Penalty: 44094.515625
22->20 Clusters: Score -79549168.000000, best is -79681304.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 531263 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 24296 members 
Mstep: Class 3 contains 23936 members 
Mstep: Class 4 contains 23978 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 24185 members 
Mstep: Class 7 contains 24093 members 
Mstep: Class 8 contains 24225 members 
Mstep: Class 9 contains 23932 members 
Mstep: Class 10 contains 24241 members 
Mstep: Class 11 contains 24508 members 
Mstep: Class 12 contains 24170 members 
Mstep: Class 13 contains 24265 members 
Mstep: Class 14 contains 24257 members 
Mstep: Class 15 contains 24301 members 
Mstep: Class 16 contains 24075 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 24193 members 
Mstep: Class 19 contains 24052 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 23940 members 
Mstep: Class 22 contains 24104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 834.002808 but Gain 2142.242188
Score: -24559640.000000 Penalty: 44987.027344
Iteration 0F: 22 clusters Score -2.455964e+07 nChanged 501998
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 24184 members 
Mstep: Class 3 contains 23398 members 
Mstep: Class 4 contains 24015 members 
Mstep: Class 5 contains 22652 members 
Mstep: Class 6 contains 24330 members 
Mstep: Class 7 contains 23720 members 
Mstep: Class 8 contains 22303 members 
Mstep: Class 9 contains 20405 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 20222 members 
Mstep: Class 13 contains 26195 members 
Mstep: Class 14 contains 22859 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 22166 members 
Mstep: Class 17 contains 45736 members 
Mstep: Class 18 contains 34044 members 
Mstep: Class 19 contains 18428 members 
Mstep: Class 20 contains 17171 members 
Mstep: Class 21 contains 28856 members 
Mstep: Class 22 contains 30243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25726622.000000 Penalty: 44987.027344
Iteration 1F: 22 clusters Score -2.572662e+07 nChanged 138295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 21001 members 
Mstep: Class 3 contains 22715 members 
Mstep: Class 4 contains 20536 members 
Mstep: Class 5 contains 21473 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 21013 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 9 contains 22301 members 
Mstep: Class 11 contains 21435 members 
Mstep: Class 12 contains 20582 members 
Mstep: Class 13 contains 30905 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 15 contains 25218 members 
Mstep: Class 16 contains 21244 members 
Mstep: Class 17 contains 55235 members 
Mstep: Class 18 contains 38615 members 
Mstep: Class 19 contains 14576 members 
Mstep: Class 20 contains 15307 members 
Mstep: Class 21 contains 31481 members 
Mstep: Class 22 contains 29821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25890392.000000 Penalty: 44987.027344
Iteration 2F: 22 clusters Score -2.589039e+07 nChanged 118149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 18749 members 
Mstep: Class 3 contains 22469 members 
Mstep: Class 4 contains 16935 members 
Mstep: Class 5 contains 18589 members 
Mstep: Class 6 contains 19805 members 
Mstep: Class 7 contains 16647 members 
Mstep: Class 8 contains 17310 members 
Mstep: Class 9 contains 25086 members 
Mstep: Class 11 contains 17967 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 36319 members 
Mstep: Class 14 contains 21107 members 
Mstep: Class 15 contains 25274 members 
Mstep: Class 16 contains 20401 members 
Mstep: Class 17 contains 62540 members 
Mstep: Class 18 contains 45848 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 15441 members 
Mstep: Class 21 contains 34327 members 
Mstep: Class 22 contains 25793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26015472.000000 Penalty: 44987.027344
Iteration 3F: 22 clusters Score -2.601547e+07 nChanged 101959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 17066 members 
Mstep: Class 3 contains 23610 members 
Mstep: Class 4 contains 13724 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 17187 members 
Mstep: Class 7 contains 12121 members 
Mstep: Class 8 contains 14808 members 
Mstep: Class 9 contains 27349 members 
Mstep: Class 11 contains 15329 members 
Mstep: Class 12 contains 22204 members 
Mstep: Class 13 contains 41387 members 
Mstep: Class 14 contains 19339 members 
Mstep: Class 15 contains 25206 members 
Mstep: Class 16 contains 19134 members 
Mstep: Class 17 contains 66906 members 
Mstep: Class 18 contains 55337 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 16330 members 
Mstep: Class 21 contains 40035 members 
Mstep: Class 22 contains 20218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26115482.000000 Penalty: 44987.027344
Iteration 4F: 22 clusters Score -2.611548e+07 nChanged 87761
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 15650 members 
Mstep: Class 3 contains 25175 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 10150 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 8342 members 
Mstep: Class 8 contains 12423 members 
Mstep: Class 9 contains 27361 members 
Mstep: Class 11 contains 13100 members 
Mstep: Class 12 contains 23060 members 
Mstep: Class 13 contains 46328 members 
Mstep: Class 14 contains 17205 members 
Mstep: Class 15 contains 25684 members 
Mstep: Class 16 contains 17647 members 
Mstep: Class 17 contains 69600 members 
Mstep: Class 18 contains 66027 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 17432 members 
Mstep: Class 21 contains 48120 members 
Mstep: Class 22 contains 14653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26189898.000000 Penalty: 44987.027344
Iteration 5F: 22 clusters Score -2.61899e+07 nChanged 75159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 26224 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 5773 members 
Mstep: Class 8 contains 10623 members 
Mstep: Class 9 contains 25247 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 23635 members 
Mstep: Class 13 contains 51177 members 
Mstep: Class 14 contains 14988 members 
Mstep: Class 15 contains 27094 members 
Mstep: Class 16 contains 16442 members 
Mstep: Class 17 contains 71674 members 
Mstep: Class 18 contains 77665 members 
Mstep: Class 19 contains 3220 members 
Mstep: Class 20 contains 18334 members 
Mstep: Class 21 contains 54871 members 
Mstep: Class 22 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26248954.000000 Penalty: 44987.027344
Iteration 6F: 22 clusters Score -2.624895e+07 nChanged 65364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 26825 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 21695 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 23705 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 13044 members 
Mstep: Class 15 contains 29031 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 72668 members 
Mstep: Class 18 contains 90279 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 18879 members 
Mstep: Class 21 contains 59261 members 
Mstep: Class 22 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1819.426025 but Gain 2142.238281
Score: -26299972.000000 Penalty: 42844.789062
Iteration 7F: 21 clusters Score -2.629997e+07 nChanged 59016
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 11793 members 
Mstep: Class 3 contains 27131 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 7014 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 9644 members 
Mstep: Class 9 contains 17437 members 
Mstep: Class 11 contains 7160 members 
Mstep: Class 12 contains 23298 members 
Mstep: Class 13 contains 60433 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 30760 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 17 contains 72852 members 
Mstep: Class 18 contains 104026 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 61957 members 
Mstep: Class 22 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1630.787598 but Gain 2142.238281
Score: -26348892.000000 Penalty: 40702.550781
Iteration 8F: 20 clusters Score -2.634889e+07 nChanged 51983
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 10520 members 
Mstep: Class 3 contains 26871 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 22292 members 
Mstep: Class 13 contains 63669 members 
Mstep: Class 14 contains 9608 members 
Mstep: Class 15 contains 31721 members 
Mstep: Class 16 contains 14499 members 
Mstep: Class 17 contains 72663 members 
Mstep: Class 18 contains 117998 members 
Mstep: Class 20 contains 18001 members 
Mstep: Class 21 contains 63562 members 
Mstep: Class 22 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1739.512939 but Gain 2142.242188
Score: -26390840.000000 Penalty: 38560.308594
Iteration 9F: 19 clusters Score -2.639084e+07 nChanged 43920
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 9355 members 
Mstep: Class 3 contains 26077 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 6 contains 5178 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 10798 members 
Mstep: Class 9 contains 9759 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 21180 members 
Mstep: Class 13 contains 65484 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 31941 members 
Mstep: Class 16 contains 14341 members 
Mstep: Class 17 contains 73058 members 
Mstep: Class 18 contains 130400 members 
Mstep: Class 20 contains 16866 members 
Mstep: Class 21 contains 64877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26422048.000000 Penalty: 38560.308594
Iteration 10F: 19 clusters Score -2.642205e+07 nChanged 34347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 8250 members 
Mstep: Class 3 contains 25058 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 4224 members 
Mstep: Class 8 contains 11526 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 19883 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 31795 members 
Mstep: Class 16 contains 14145 members 
Mstep: Class 17 contains 73341 members 
Mstep: Class 18 contains 140846 members 
Mstep: Class 20 contains 15572 members 
Mstep: Class 21 contains 65514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443204.000000 Penalty: 38560.308594
Iteration 11F: 19 clusters Score -2.64432e+07 nChanged 27246
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 24031 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 4371 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 18753 members 
Mstep: Class 13 contains 65873 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 31492 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 74005 members 
Mstep: Class 18 contains 149492 members 
Mstep: Class 20 contains 14231 members 
Mstep: Class 21 contains 65950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26457696.000000 Penalty: 38560.308594
Iteration 12F: 19 clusters Score -2.64577e+07 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 23075 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 65346 members 
Mstep: Class 14 contains 3964 members 
Mstep: Class 15 contains 31180 members 
Mstep: Class 16 contains 13397 members 
Mstep: Class 17 contains 74777 members 
Mstep: Class 18 contains 156661 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 66247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1913.838501 but Gain 2142.238281
Score: -26468322.000000 Penalty: 36418.070312
Iteration 13Q: 18 clusters Score -2.646832e+07 nChanged 18703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 22287 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 13673 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 12 contains 17017 members 
Mstep: Class 13 contains 64599 members 
Mstep: Class 14 contains 3134 members 
Mstep: Class 15 contains 30999 members 
Mstep: Class 16 contains 12921 members 
Mstep: Class 17 contains 75652 members 
Mstep: Class 18 contains 163113 members 
Mstep: Class 20 contains 12081 members 
Mstep: Class 21 contains 66402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26477988.000000 Penalty: 36418.070312
Iteration 14Q: 18 clusters Score -2.647799e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 21670 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 12 contains 16295 members 
Mstep: Class 13 contains 63725 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 30637 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 76283 members 
Mstep: Class 18 contains 168107 members 
Mstep: Class 20 contains 11127 members 
Mstep: Class 21 contains 66500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26483628.000000 Penalty: 36418.070312
Iteration 15Q: 18 clusters Score -2.648363e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 21190 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4822 members 
Mstep: Class 8 contains 14901 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 12 contains 15756 members 
Mstep: Class 13 contains 62836 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 30261 members 
Mstep: Class 16 contains 11742 members 
Mstep: Class 17 contains 76862 members 
Mstep: Class 18 contains 172290 members 
Mstep: Class 20 contains 10342 members 
Mstep: Class 21 contains 66563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26487786.000000 Penalty: 36418.070312
Iteration 16Q: 18 clusters Score -2.648779e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 8 contains 15438 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 12 contains 15320 members 
Mstep: Class 13 contains 61850 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 29834 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 77327 members 
Mstep: Class 18 contains 175943 members 
Mstep: Class 20 contains 9739 members 
Mstep: Class 21 contains 66600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2055.836182 but Gain 2142.238281
Score: -26491152.000000 Penalty: 34275.832031
Iteration 17Q: 17 clusters Score -2.649115e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 3 contains 20582 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 6 contains 5803 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 15994 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 60966 members 
Mstep: Class 15 contains 29405 members 
Mstep: Class 16 contains 10398 members 
Mstep: Class 17 contains 77747 members 
Mstep: Class 18 contains 179730 members 
Mstep: Class 20 contains 9272 members 
Mstep: Class 21 contains 66616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26495782.000000 Penalty: 34275.832031
Iteration 18Q: 17 clusters Score -2.649578e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4867 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 12 contains 14684 members 
Mstep: Class 13 contains 60095 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 9754 members 
Mstep: Class 17 contains 78013 members 
Mstep: Class 18 contains 182481 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 66676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26498000.000000 Penalty: 34275.832031
Iteration 19Q: 17 clusters Score -2.6498e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 4676 members 
Mstep: Class 3 contains 20135 members 
Mstep: Class 4 contains 2258 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 5064 members 
Mstep: Class 8 contains 16874 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 12 contains 14413 members 
Mstep: Class 13 contains 59208 members 
Mstep: Class 15 contains 28453 members 
Mstep: Class 16 contains 9105 members 
Mstep: Class 17 contains 78245 members 
Mstep: Class 18 contains 185087 members 
Mstep: Class 20 contains 8539 members 
Mstep: Class 21 contains 66708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26499858.000000 Penalty: 34275.832031
Iteration 20F: 17 clusters Score -2.649986e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 4520 members 
Mstep: Class 3 contains 19932 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 17227 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 12 contains 14231 members 
Mstep: Class 13 contains 58420 members 
Mstep: Class 15 contains 28072 members 
Mstep: Class 16 contains 8512 members 
Mstep: Class 17 contains 78489 members 
Mstep: Class 18 contains 187382 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 66747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26501242.000000 Penalty: 34275.832031
Iteration 21Q: 17 clusters Score -2.650124e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 17539 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 12 contains 14085 members 
Mstep: Class 13 contains 57629 members 
Mstep: Class 15 contains 27748 members 
Mstep: Class 16 contains 7957 members 
Mstep: Class 17 contains 78680 members 
Mstep: Class 18 contains 189548 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 66803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502148.000000 Penalty: 34275.832031
Iteration 22Q: 17 clusters Score -2.650215e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 4336 members 
Mstep: Class 3 contains 19534 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 17828 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 13 contains 56930 members 
Mstep: Class 15 contains 27419 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 78841 members 
Mstep: Class 18 contains 191523 members 
Mstep: Class 20 contains 7906 members 
Mstep: Class 21 contains 66859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503208.000000 Penalty: 34275.832031
Iteration 23Q: 17 clusters Score -2.650321e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 4278 members 
Mstep: Class 3 contains 19354 members 
Mstep: Class 4 contains 2290 members 
Mstep: Class 6 contains 7048 members 
Mstep: Class 7 contains 4982 members 
Mstep: Class 8 contains 18103 members 
Mstep: Class 9 contains 2645 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 56330 members 
Mstep: Class 15 contains 27081 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 79036 members 
Mstep: Class 18 contains 193191 members 
Mstep: Class 20 contains 7785 members 
Mstep: Class 21 contains 66904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26504110.000000 Penalty: 34275.832031
Iteration 24Q: 17 clusters Score -2.650411e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 19168 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 6 contains 7234 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 18374 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 12 contains 13868 members 
Mstep: Class 13 contains 55723 members 
Mstep: Class 15 contains 26742 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 79264 members 
Mstep: Class 18 contains 194730 members 
Mstep: Class 20 contains 7686 members 
Mstep: Class 21 contains 66905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26504754.000000 Penalty: 34275.832031
Iteration 25Q: 17 clusters Score -2.650475e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 18978 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 12 contains 13841 members 
Mstep: Class 13 contains 55117 members 
Mstep: Class 15 contains 26420 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 79522 members 
Mstep: Class 18 contains 196132 members 
Mstep: Class 20 contains 7628 members 
Mstep: Class 21 contains 66913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505364.000000 Penalty: 34275.832031
Iteration 26Q: 17 clusters Score -2.650536e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 18822 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 4765 members 
Mstep: Class 8 contains 18846 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 54547 members 
Mstep: Class 15 contains 26097 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 79757 members 
Mstep: Class 18 contains 197436 members 
Mstep: Class 20 contains 7571 members 
Mstep: Class 21 contains 66907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505934.000000 Penalty: 34275.832031
Iteration 27Q: 17 clusters Score -2.650593e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 18654 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 6 contains 7694 members 
Mstep: Class 7 contains 4733 members 
Mstep: Class 8 contains 19073 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 12 contains 13823 members 
Mstep: Class 13 contains 54014 members 
Mstep: Class 15 contains 25780 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 79926 members 
Mstep: Class 18 contains 198575 members 
Mstep: Class 20 contains 7507 members 
Mstep: Class 21 contains 66919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26506568.000000 Penalty: 34275.832031
Iteration 28Q: 17 clusters Score -2.650657e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 18476 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 6 contains 7812 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 19253 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 12 contains 13827 members 
Mstep: Class 13 contains 53516 members 
Mstep: Class 15 contains 25474 members 
Mstep: Class 16 contains 4859 members 
Mstep: Class 17 contains 80173 members 
Mstep: Class 18 contains 199652 members 
Mstep: Class 20 contains 7450 members 
Mstep: Class 21 contains 66940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507038.000000 Penalty: 34275.832031
Iteration 29Q: 17 clusters Score -2.650704e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 18296 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 19455 members 
Mstep: Class 9 contains 2423 members 
Mstep: Class 12 contains 13828 members 
Mstep: Class 13 contains 53056 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 80394 members 
Mstep: Class 18 contains 200573 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 66983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507286.000000 Penalty: 34275.832031
Iteration 30Q: 17 clusters Score -2.650729e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 6 contains 8013 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 19637 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 12 contains 13855 members 
Mstep: Class 13 contains 52609 members 
Mstep: Class 15 contains 24860 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 80649 members 
Mstep: Class 18 contains 201406 members 
Mstep: Class 20 contains 7389 members 
Mstep: Class 21 contains 67012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507638.000000 Penalty: 34275.832031
Iteration 31Q: 17 clusters Score -2.650764e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 17925 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 19809 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 12 contains 13875 members 
Mstep: Class 13 contains 52175 members 
Mstep: Class 15 contains 24554 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 17 contains 80914 members 
Mstep: Class 18 contains 202197 members 
Mstep: Class 20 contains 7361 members 
Mstep: Class 21 contains 67039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507970.000000 Penalty: 34275.832031
Iteration 32Q: 17 clusters Score -2.650797e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 17720 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 6 contains 8210 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 19953 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 12 contains 13882 members 
Mstep: Class 13 contains 51792 members 
Mstep: Class 15 contains 24245 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 81197 members 
Mstep: Class 18 contains 202870 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 67068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508256.000000 Penalty: 34275.832031
Iteration 33Q: 17 clusters Score -2.650826e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 17525 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 20092 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 51471 members 
Mstep: Class 15 contains 23924 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 81439 members 
Mstep: Class 18 contains 203483 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 67123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508572.000000 Penalty: 34275.832031
Iteration 34Q: 17 clusters Score -2.650857e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 20243 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 12 contains 13934 members 
Mstep: Class 13 contains 51168 members 
Mstep: Class 15 contains 23612 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 81706 members 
Mstep: Class 18 contains 204039 members 
Mstep: Class 20 contains 7279 members 
Mstep: Class 21 contains 67174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508830.000000 Penalty: 34275.832031
Iteration 35Q: 17 clusters Score -2.650883e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 20430 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 12 contains 13964 members 
Mstep: Class 13 contains 50873 members 
Mstep: Class 15 contains 23279 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 81925 members 
Mstep: Class 18 contains 204560 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 67256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26509214.000000 Penalty: 34275.832031
Iteration 36Q: 17 clusters Score -2.650921e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 16942 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 6 contains 8532 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 20582 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 12 contains 13998 members 
Mstep: Class 13 contains 50599 members 
Mstep: Class 15 contains 22981 members 
Mstep: Class 16 contains 3205 members 
Mstep: Class 17 contains 82161 members 
Mstep: Class 18 contains 205018 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 67333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26509500.000000 Penalty: 34275.832031
Iteration 37Q: 17 clusters Score -2.65095e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 16780 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 6 contains 8598 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 20733 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 50349 members 
Mstep: Class 15 contains 22652 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 82457 members 
Mstep: Class 18 contains 205380 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 67384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26509600.000000 Penalty: 34275.832031
Iteration 38Q: 17 clusters Score -2.65096e+07 nChanged 1745
Entering ConstructFrom: 
Score: -26509600.000000 Penalty: 34275.832031
Entering ConstructFrom: 
Trying to split cluster 1 (18794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Entering Unmasked Estep 
Score: -1001089.125000 Penalty: 1599.210205
	Iteration 0F: 2 clusters Score -1001089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -988309.625000 Penalty: 3198.420410
	Iteration 0F: 3 clusters Score -988309.6 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -992986.375000 Penalty: 3198.420410
	Iteration 1F: 3 clusters Score -992986.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -993408.750000 Penalty: 3198.420410
	Iteration 2F: 3 clusters Score -993408.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -993755.250000 Penalty: 3198.420410
	Iteration 3F: 3 clusters Score -993755.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -994124.375000 Penalty: 3198.420410
	Iteration 4Q: 3 clusters Score -994124.4 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -994566.875000 Penalty: 3198.420410
	Iteration 5F: 3 clusters Score -994566.9 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -995134.625000 Penalty: 3198.420410
	Iteration 6F: 3 clusters Score -995134.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -995783.875000 Penalty: 3198.420410
	Iteration 7F: 3 clusters Score -995783.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -996565.062500 Penalty: 3198.420410
	Iteration 8F: 3 clusters Score -996565.1 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -997400.500000 Penalty: 3198.420410
	Iteration 9F: 3 clusters Score -997400.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -998165.187500 Penalty: 3198.420410
	Iteration 10Q: 3 clusters Score -998165.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -998746.000000 Penalty: 3198.420410
	Iteration 11Q: 3 clusters Score -998746 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -999137.562500 Penalty: 3198.420410
	Iteration 12Q: 3 clusters Score -999137.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -999338.687500 Penalty: 3198.420410
	Iteration 13Q: 3 clusters Score -999338.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -999450.562500 Penalty: 3198.420410
	Iteration 14Q: 3 clusters Score -999450.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -999504.500000 Penalty: 3198.420410
	Iteration 15Q: 3 clusters Score -999504.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -999550.000000 Penalty: 3198.420410
	Iteration 16Q: 3 clusters Score -999550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -999583.125000 Penalty: 3198.420410
	Iteration 17Q: 3 clusters Score -999583.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -999610.312500 Penalty: 3198.420410
	Iteration 18Q: 3 clusters Score -999610.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -999632.062500 Penalty: 3198.420410
	Iteration 19Q: 3 clusters Score -999632.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -999657.437500 Penalty: 3198.420410
	Iteration 20F: 3 clusters Score -999657.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -999679.750000 Penalty: 3198.420410
	Iteration 21Q: 3 clusters Score -999679.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -999693.437500 Penalty: 3198.420410
	Iteration 22Q: 3 clusters Score -999693.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -999708.187500 Penalty: 3198.420410
	Iteration 23Q: 3 clusters Score -999708.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -999716.437500 Penalty: 3198.420410
	Iteration 24Q: 3 clusters Score -999716.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -999730.437500 Penalty: 3198.420410
	Iteration 25Q: 3 clusters Score -999730.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -999737.937500 Penalty: 3198.420410
	Iteration 26Q: 3 clusters Score -999737.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -999745.562500 Penalty: 3198.420410
	Iteration 27Q: 3 clusters Score -999745.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -999757.750000 Penalty: 3198.420410
	Iteration 28Q: 3 clusters Score -999757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -999763.875000 Penalty: 3198.420410
	Iteration 29Q: 3 clusters Score -999763.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -999770.375000 Penalty: 3198.420410
	Iteration 30Q: 3 clusters Score -999770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -999772.062500 Penalty: 3198.420410
	Iteration 31Q: 3 clusters Score -999772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -999778.062500 Penalty: 3198.420410
	Iteration 32Q: 3 clusters Score -999778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -999781.875000 Penalty: 3198.420410
	Iteration 33Q: 3 clusters Score -999781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -999781.375000 Penalty: 3198.420410
	Iteration 34Q: 3 clusters Score -999781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -999784.250000 Penalty: 3198.420410
	Iteration 35Q: 3 clusters Score -999784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -999783.062500 Penalty: 3198.420410
	Iteration 36Q: 3 clusters Score -999783.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -999784.312500 Penalty: 3198.420410
	Iteration 37Q: 3 clusters Score -999784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -999786.937500 Penalty: 3198.420410
	Iteration 38Q: 3 clusters Score -999786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -999788.750000 Penalty: 3198.420410
	Iteration 39Q: 3 clusters Score -999788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -999791.312500 Penalty: 3198.420410
	Iteration 40F: 3 clusters Score -999791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -999792.750000 Penalty: 3198.420410
	Iteration 41Q: 3 clusters Score -999792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -999794.000000 Penalty: 3198.420410
	Iteration 42Q: 3 clusters Score -999794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -999792.062500 Penalty: 3198.420410
	Iteration 43Q: 3 clusters Score -999792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -999793.500000 Penalty: 3198.420410
	Iteration 44Q: 3 clusters Score -999793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -999794.687500 Penalty: 3198.420410
	Iteration 45Q: 3 clusters Score -999794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -999795.687500 Penalty: 3198.420410
	Iteration 46Q: 3 clusters Score -999795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -999796.687500 Penalty: 3198.420410
	Iteration 47Q: 3 clusters Score -999796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -999794.625000 Penalty: 3198.420410
	Iteration 48Q: 3 clusters Score -999794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -999795.312500 Penalty: 3198.420410
	Iteration 49Q: 3 clusters Score -999795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -999796.750000 Penalty: 3198.420410
	Iteration 50Q: 3 clusters Score -999796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -999796.750000 Penalty: 3198.420410
	Iteration 51F: 3 clusters Score -999796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -225115.671875 Penalty: 1359.535156
	Iteration 0F: 2 clusters Score -225115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -221550.359375 Penalty: 2719.070312
	Iteration 0F: 3 clusters Score -221550.4 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -222506.375000 Penalty: 2719.070312
	Iteration 1F: 3 clusters Score -222506.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -222660.968750 Penalty: 2719.070312
	Iteration 2F: 3 clusters Score -222661 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -222745.250000 Penalty: 2719.070312
	Iteration 3Q: 3 clusters Score -222745.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -222800.125000 Penalty: 2719.070312
	Iteration 4Q: 3 clusters Score -222800.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -222840.468750 Penalty: 2719.070312
	Iteration 5Q: 3 clusters Score -222840.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -222865.671875 Penalty: 2719.070312
	Iteration 6Q: 3 clusters Score -222865.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -222885.796875 Penalty: 2719.070312
	Iteration 7Q: 3 clusters Score -222885.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -222902.515625 Penalty: 2719.070312
	Iteration 8Q: 3 clusters Score -222902.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -222920.125000 Penalty: 2719.070312
	Iteration 9Q: 3 clusters Score -222920.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -222934.593750 Penalty: 2719.070312
	Iteration 10Q: 3 clusters Score -222934.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -222950.296875 Penalty: 2719.070312
	Iteration 11Q: 3 clusters Score -222950.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -222964.734375 Penalty: 2719.070312
	Iteration 12Q: 3 clusters Score -222964.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -222982.578125 Penalty: 2719.070312
	Iteration 13Q: 3 clusters Score -222982.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -223002.390625 Penalty: 2719.070312
	Iteration 14Q: 3 clusters Score -223002.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -223017.546875 Penalty: 2719.070312
	Iteration 15Q: 3 clusters Score -223017.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -223030.125000 Penalty: 2719.070312
	Iteration 16Q: 3 clusters Score -223030.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -223041.500000 Penalty: 2719.070312
	Iteration 17Q: 3 clusters Score -223041.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -223050.343750 Penalty: 2719.070312
	Iteration 18Q: 3 clusters Score -223050.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -223060.390625 Penalty: 2719.070312
	Iteration 19Q: 3 clusters Score -223060.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -223068.750000 Penalty: 2719.070312
	Iteration 20F: 3 clusters Score -223068.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -223076.734375 Penalty: 2719.070312
	Iteration 21Q: 3 clusters Score -223076.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223086.968750 Penalty: 2719.070312
	Iteration 22Q: 3 clusters Score -223087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -223097.421875 Penalty: 2719.070312
	Iteration 23Q: 3 clusters Score -223097.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -223116.812500 Penalty: 2719.070312
	Iteration 24Q: 3 clusters Score -223116.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -223135.093750 Penalty: 2719.070312
	Iteration 25Q: 3 clusters Score -223135.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -223155.156250 Penalty: 2719.070312
	Iteration 26Q: 3 clusters Score -223155.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -223170.843750 Penalty: 2719.070312
	Iteration 27Q: 3 clusters Score -223170.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -223191.078125 Penalty: 2719.070312
	Iteration 28Q: 3 clusters Score -223191.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -223214.468750 Penalty: 2719.070312
	Iteration 29Q: 3 clusters Score -223214.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -223240.093750 Penalty: 2719.070312
	Iteration 30Q: 3 clusters Score -223240.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -223268.937500 Penalty: 2719.070312
	Iteration 31Q: 3 clusters Score -223268.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223294.453125 Penalty: 2719.070312
	Iteration 32Q: 3 clusters Score -223294.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -223327.656250 Penalty: 2719.070312
	Iteration 33Q: 3 clusters Score -223327.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223361.609375 Penalty: 2719.070312
	Iteration 34Q: 3 clusters Score -223361.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223410.593750 Penalty: 2719.070312
	Iteration 35Q: 3 clusters Score -223410.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223477.703125 Penalty: 2719.070312
	Iteration 36Q: 3 clusters Score -223477.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -223558.062500 Penalty: 2719.070312
	Iteration 37Q: 3 clusters Score -223558.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -223629.031250 Penalty: 2719.070312
	Iteration 38Q: 3 clusters Score -223629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223694.562500 Penalty: 2719.070312
	Iteration 39Q: 3 clusters Score -223694.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223746.578125 Penalty: 2719.070312
	Iteration 40F: 3 clusters Score -223746.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223787.781250 Penalty: 2719.070312
	Iteration 41Q: 3 clusters Score -223787.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -223824.000000 Penalty: 2719.070312
	Iteration 42Q: 3 clusters Score -223824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -223852.921875 Penalty: 2719.070312
	Iteration 43Q: 3 clusters Score -223852.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -223870.796875 Penalty: 2719.070312
	Iteration 44Q: 3 clusters Score -223870.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -223887.140625 Penalty: 2719.070312
	Iteration 45Q: 3 clusters Score -223887.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -223898.562500 Penalty: 2719.070312
	Iteration 46Q: 3 clusters Score -223898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -223904.218750 Penalty: 2719.070312
	Iteration 47Q: 3 clusters Score -223904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -223908.515625 Penalty: 2719.070312
	Iteration 48Q: 3 clusters Score -223908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -223913.656250 Penalty: 2719.070312
	Iteration 49Q: 3 clusters Score -223913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -223920.546875 Penalty: 2719.070312
	Iteration 50Q: 3 clusters Score -223920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -223929.875000 Penalty: 2719.070312
	Iteration 51Q: 3 clusters Score -223929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -223941.078125 Penalty: 2719.070312
	Iteration 52Q: 3 clusters Score -223941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -223944.734375 Penalty: 2719.070312
	Iteration 53Q: 3 clusters Score -223944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -223946.781250 Penalty: 2719.070312
	Iteration 54Q: 3 clusters Score -223946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -223947.984375 Penalty: 2719.070312
	Iteration 55Q: 3 clusters Score -223948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -223950.593750 Penalty: 2719.070312
	Iteration 56Q: 3 clusters Score -223950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -223955.765625 Penalty: 2719.070312
	Iteration 57Q: 3 clusters Score -223955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -223959.875000 Penalty: 2719.070312
	Iteration 58Q: 3 clusters Score -223959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -223964.937500 Penalty: 2719.070312
	Iteration 59Q: 3 clusters Score -223964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -223969.171875 Penalty: 2719.070312
	Iteration 60F: 3 clusters Score -223969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -223971.765625 Penalty: 2719.070312
	Iteration 61Q: 3 clusters Score -223971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -223972.953125 Penalty: 2719.070312
	Iteration 62Q: 3 clusters Score -223973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -223975.859375 Penalty: 2719.070312
	Iteration 63Q: 3 clusters Score -223975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -223979.015625 Penalty: 2719.070312
	Iteration 64Q: 3 clusters Score -223979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -223980.218750 Penalty: 2719.070312
	Iteration 65Q: 3 clusters Score -223980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -223983.718750 Penalty: 2719.070312
	Iteration 66Q: 3 clusters Score -223983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -223988.796875 Penalty: 2719.070312
	Iteration 67Q: 3 clusters Score -223988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -223990.531250 Penalty: 2719.070312
	Iteration 68Q: 3 clusters Score -223990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -223992.843750 Penalty: 2719.070312
	Iteration 69Q: 3 clusters Score -223992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -223993.515625 Penalty: 2719.070312
	Iteration 70Q: 3 clusters Score -223993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -223993.515625 Penalty: 2719.070312
	Iteration 71F: 3 clusters Score -223993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Entering Unmasked Estep 
Score: -868355.437500 Penalty: 1579.380371
	Iteration 0F: 2 clusters Score -868355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -857055.750000 Penalty: 3158.760742
	Iteration 0F: 3 clusters Score -857055.8 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -861152.875000 Penalty: 3158.760742
	Iteration 1F: 3 clusters Score -861152.9 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -861657.062500 Penalty: 3158.760742
	Iteration 2F: 3 clusters Score -861657.1 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -862207.875000 Penalty: 3158.760742
	Iteration 3F: 3 clusters Score -862207.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -862771.875000 Penalty: 3158.760742
	Iteration 4F: 3 clusters Score -862771.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -863350.187500 Penalty: 3158.760742
	Iteration 5F: 3 clusters Score -863350.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -863889.625000 Penalty: 3158.760742
	Iteration 6F: 3 clusters Score -863889.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -864381.250000 Penalty: 3158.760742
	Iteration 7Q: 3 clusters Score -864381.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -864875.375000 Penalty: 3158.760742
	Iteration 8Q: 3 clusters Score -864875.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -865286.687500 Penalty: 3158.760742
	Iteration 9Q: 3 clusters Score -865286.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -865655.250000 Penalty: 3158.760742
	Iteration 10Q: 3 clusters Score -865655.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -865989.875000 Penalty: 3158.760742
	Iteration 11Q: 3 clusters Score -865989.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -866228.062500 Penalty: 3158.760742
	Iteration 12Q: 3 clusters Score -866228.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -866400.375000 Penalty: 3158.760742
	Iteration 13Q: 3 clusters Score -866400.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -866532.875000 Penalty: 3158.760742
	Iteration 14Q: 3 clusters Score -866532.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -866642.500000 Penalty: 3158.760742
	Iteration 15Q: 3 clusters Score -866642.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -866732.062500 Penalty: 3158.760742
	Iteration 16Q: 3 clusters Score -866732.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -866802.437500 Penalty: 3158.760742
	Iteration 17Q: 3 clusters Score -866802.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -866875.812500 Penalty: 3158.760742
	Iteration 18Q: 3 clusters Score -866875.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -866955.062500 Penalty: 3158.760742
	Iteration 19Q: 3 clusters Score -866955.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -867027.625000 Penalty: 3158.760742
	Iteration 20F: 3 clusters Score -867027.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -867090.375000 Penalty: 3158.760742
	Iteration 21Q: 3 clusters Score -867090.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -867143.812500 Penalty: 3158.760742
	Iteration 22Q: 3 clusters Score -867143.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -867198.625000 Penalty: 3158.760742
	Iteration 23Q: 3 clusters Score -867198.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -867238.125000 Penalty: 3158.760742
	Iteration 24Q: 3 clusters Score -867238.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -867268.125000 Penalty: 3158.760742
	Iteration 25Q: 3 clusters Score -867268.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -867285.875000 Penalty: 3158.760742
	Iteration 26Q: 3 clusters Score -867285.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -867294.437500 Penalty: 3158.760742
	Iteration 27Q: 3 clusters Score -867294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -867302.125000 Penalty: 3158.760742
	Iteration 28Q: 3 clusters Score -867302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -867303.625000 Penalty: 3158.760742
	Iteration 29Q: 3 clusters Score -867303.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -867307.687500 Penalty: 3158.760742
	Iteration 30Q: 3 clusters Score -867307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -867309.312500 Penalty: 3158.760742
	Iteration 31Q: 3 clusters Score -867309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -867309.500000 Penalty: 3158.760742
	Iteration 32Q: 3 clusters Score -867309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -867309.687500 Penalty: 3158.760742
	Iteration 33Q: 3 clusters Score -867309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -867311.000000 Penalty: 3158.760742
	Iteration 34Q: 3 clusters Score -867311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -867311.000000 Penalty: 3158.760742
	Iteration 35F: 3 clusters Score -867311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -121157.765625 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -121157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -118786.382812 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -118786.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -119342.453125 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -119342.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -119485.007812 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -119485 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -119561.039062 Penalty: 2532.379150
	Iteration 3Q: 3 clusters Score -119561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -119620.148438 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -119620.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -119672.859375 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -119672.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119715.984375 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -119716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -119761.687500 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -119761.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -119804.539062 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -119804.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -119851.773438 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -119851.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -119927.562500 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -119927.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -120014.984375 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -120015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -120087.796875 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -120087.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -120152.007812 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -120152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -120206.250000 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -120206.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -120257.757812 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -120257.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -120289.515625 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -120289.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -120306.210938 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -120306.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -120317.507812 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -120317.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -120329.625000 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -120329.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -120334.742188 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -120334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -120338.570312 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -120338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -120341.625000 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -120341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -120342.695312 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -120342.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -120342.945312 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -120342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -120342.937500 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -120342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -120342.937500 Penalty: 2532.379150
	Iteration 26F: 3 clusters Score -120342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -380659.437500 Penalty: 1473.076050
	Iteration 0F: 2 clusters Score -380659.4 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 4425 members 
Entering Unmasked Estep 
Score: -374301.031250 Penalty: 2946.152100
	Iteration 0F: 3 clusters Score -374301 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -376408.093750 Penalty: 2946.152100
	Iteration 1F: 3 clusters Score -376408.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -376779.843750 Penalty: 2946.152100
	Iteration 2F: 3 clusters Score -376779.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -377094.625000 Penalty: 2946.152100
	Iteration 3F: 3 clusters Score -377094.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -377406.812500 Penalty: 2946.152100
	Iteration 4F: 3 clusters Score -377406.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -377722.968750 Penalty: 2946.152100
	Iteration 5F: 3 clusters Score -377723 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -378035.156250 Penalty: 2946.152100
	Iteration 6Q: 3 clusters Score -378035.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -378307.093750 Penalty: 2946.152100
	Iteration 7Q: 3 clusters Score -378307.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -378529.625000 Penalty: 2946.152100
	Iteration 8Q: 3 clusters Score -378529.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -378746.625000 Penalty: 2946.152100
	Iteration 9Q: 3 clusters Score -378746.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -378916.531250 Penalty: 2946.152100
	Iteration 10Q: 3 clusters Score -378916.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -379061.906250 Penalty: 2946.152100
	Iteration 11Q: 3 clusters Score -379061.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -379171.875000 Penalty: 2946.152100
	Iteration 12Q: 3 clusters Score -379171.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -379273.968750 Penalty: 2946.152100
	Iteration 13Q: 3 clusters Score -379274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -379370.281250 Penalty: 2946.152100
	Iteration 14Q: 3 clusters Score -379370.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -379451.843750 Penalty: 2946.152100
	Iteration 15Q: 3 clusters Score -379451.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -379532.187500 Penalty: 2946.152100
	Iteration 16Q: 3 clusters Score -379532.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -379598.687500 Penalty: 2946.152100
	Iteration 17Q: 3 clusters Score -379598.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -379662.437500 Penalty: 2946.152100
	Iteration 18Q: 3 clusters Score -379662.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -379704.125000 Penalty: 2946.152100
	Iteration 19Q: 3 clusters Score -379704.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -379740.250000 Penalty: 2946.152100
	Iteration 20F: 3 clusters Score -379740.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -379764.781250 Penalty: 2946.152100
	Iteration 21Q: 3 clusters Score -379764.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -379796.781250 Penalty: 2946.152100
	Iteration 22Q: 3 clusters Score -379796.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -379813.062500 Penalty: 2946.152100
	Iteration 23Q: 3 clusters Score -379813.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -379830.125000 Penalty: 2946.152100
	Iteration 24Q: 3 clusters Score -379830.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -379843.968750 Penalty: 2946.152100
	Iteration 25Q: 3 clusters Score -379844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -379856.093750 Penalty: 2946.152100
	Iteration 26Q: 3 clusters Score -379856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -379861.062500 Penalty: 2946.152100
	Iteration 27Q: 3 clusters Score -379861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -379864.093750 Penalty: 2946.152100
	Iteration 28Q: 3 clusters Score -379864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -379867.062500 Penalty: 2946.152100
	Iteration 29Q: 3 clusters Score -379867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -379869.343750 Penalty: 2946.152100
	Iteration 30Q: 3 clusters Score -379869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -379871.156250 Penalty: 2946.152100
	Iteration 31Q: 3 clusters Score -379871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -379870.968750 Penalty: 2946.152100
	Iteration 32Q: 3 clusters Score -379871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -379870.968750 Penalty: 2946.152100
	Iteration 33F: 3 clusters Score -379871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -235622.125000 Penalty: 1373.712280
	Iteration 0F: 2 clusters Score -235622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -231855.593750 Penalty: 2747.424561
	Iteration 0F: 3 clusters Score -231855.6 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -232893.906250 Penalty: 2747.424561
	Iteration 1F: 3 clusters Score -232893.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -233079.578125 Penalty: 2747.424561
	Iteration 2F: 3 clusters Score -233079.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -233277.000000 Penalty: 2747.424561
	Iteration 3F: 3 clusters Score -233277 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -233559.468750 Penalty: 2747.424561
	Iteration 4F: 3 clusters Score -233559.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -233950.828125 Penalty: 2747.424561
	Iteration 5F: 3 clusters Score -233950.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -234398.312500 Penalty: 2747.424561
	Iteration 6F: 3 clusters Score -234398.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -234878.296875 Penalty: 2747.424561
	Iteration 7F: 3 clusters Score -234878.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -235182.046875 Penalty: 2747.424561
	Iteration 8F: 3 clusters Score -235182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -235389.296875 Penalty: 2747.424561
	Iteration 9Q: 3 clusters Score -235389.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -235514.031250 Penalty: 2747.424561
	Iteration 10Q: 3 clusters Score -235514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -235572.703125 Penalty: 2747.424561
	Iteration 11Q: 3 clusters Score -235572.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -235593.156250 Penalty: 2747.424561
	Iteration 12Q: 3 clusters Score -235593.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -235600.546875 Penalty: 2747.424561
	Iteration 13Q: 3 clusters Score -235600.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -235605.984375 Penalty: 2747.424561
	Iteration 14Q: 3 clusters Score -235606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -235609.265625 Penalty: 2747.424561
	Iteration 15Q: 3 clusters Score -235609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -235612.296875 Penalty: 2747.424561
	Iteration 16Q: 3 clusters Score -235612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -235614.281250 Penalty: 2747.424561
	Iteration 17Q: 3 clusters Score -235614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -235616.093750 Penalty: 2747.424561
	Iteration 18Q: 3 clusters Score -235616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -235617.968750 Penalty: 2747.424561
	Iteration 19Q: 3 clusters Score -235618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -235619.406250 Penalty: 2747.424561
	Iteration 20F: 3 clusters Score -235619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -235620.593750 Penalty: 2747.424561
	Iteration 21Q: 3 clusters Score -235620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -235620.484375 Penalty: 2747.424561
	Iteration 22Q: 3 clusters Score -235620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -235620.484375 Penalty: 2747.424561
	Iteration 23F: 3 clusters Score -235620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Entering Unmasked Estep 
Score: -1106393.500000 Penalty: 1616.415039
	Iteration 0F: 2 clusters Score -1106394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1092098.375000 Penalty: 3232.830078
	Iteration 0F: 3 clusters Score -1092098 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1097309.750000 Penalty: 3232.830078
	Iteration 1F: 3 clusters Score -1097310 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1097628.375000 Penalty: 3232.830078
	Iteration 2Q: 3 clusters Score -1097628 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1097898.375000 Penalty: 3232.830078
	Iteration 3Q: 3 clusters Score -1097898 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1098160.125000 Penalty: 3232.830078
	Iteration 4Q: 3 clusters Score -1098160 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1098432.625000 Penalty: 3232.830078
	Iteration 5Q: 3 clusters Score -1098433 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1098748.250000 Penalty: 3232.830078
	Iteration 6Q: 3 clusters Score -1098748 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1099180.500000 Penalty: 3232.830078
	Iteration 7Q: 3 clusters Score -1099180 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1099740.250000 Penalty: 3232.830078
	Iteration 8Q: 3 clusters Score -1099740 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1100425.500000 Penalty: 3232.830078
	Iteration 9F: 3 clusters Score -1100426 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1101106.750000 Penalty: 3232.830078
	Iteration 10Q: 3 clusters Score -1101107 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1101638.500000 Penalty: 3232.830078
	Iteration 11Q: 3 clusters Score -1101638 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1101983.250000 Penalty: 3232.830078
	Iteration 12Q: 3 clusters Score -1101983 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1102190.250000 Penalty: 3232.830078
	Iteration 13Q: 3 clusters Score -1102190 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1102360.125000 Penalty: 3232.830078
	Iteration 14Q: 3 clusters Score -1102360 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1102525.375000 Penalty: 3232.830078
	Iteration 15Q: 3 clusters Score -1102525 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1102682.625000 Penalty: 3232.830078
	Iteration 16Q: 3 clusters Score -1102683 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1102849.750000 Penalty: 3232.830078
	Iteration 17Q: 3 clusters Score -1102850 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1103014.375000 Penalty: 3232.830078
	Iteration 18Q: 3 clusters Score -1103014 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1103175.125000 Penalty: 3232.830078
	Iteration 19Q: 3 clusters Score -1103175 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1103355.875000 Penalty: 3232.830078
	Iteration 20F: 3 clusters Score -1103356 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1103545.000000 Penalty: 3232.830078
	Iteration 21Q: 3 clusters Score -1103545 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1103736.625000 Penalty: 3232.830078
	Iteration 22Q: 3 clusters Score -1103737 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1103911.375000 Penalty: 3232.830078
	Iteration 23Q: 3 clusters Score -1103911 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1104078.750000 Penalty: 3232.830078
	Iteration 24Q: 3 clusters Score -1104079 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1104212.250000 Penalty: 3232.830078
	Iteration 25Q: 3 clusters Score -1104212 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1104327.625000 Penalty: 3232.830078
	Iteration 26Q: 3 clusters Score -1104328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1104436.625000 Penalty: 3232.830078
	Iteration 27Q: 3 clusters Score -1104437 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1104516.750000 Penalty: 3232.830078
	Iteration 28Q: 3 clusters Score -1104517 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1104601.125000 Penalty: 3232.830078
	Iteration 29Q: 3 clusters Score -1104601 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1104685.500000 Penalty: 3232.830078
	Iteration 30Q: 3 clusters Score -1104686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1104752.000000 Penalty: 3232.830078
	Iteration 31Q: 3 clusters Score -1104752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1104787.125000 Penalty: 3232.830078
	Iteration 32Q: 3 clusters Score -1104787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1104819.000000 Penalty: 3232.830078
	Iteration 33Q: 3 clusters Score -1104819 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1104845.750000 Penalty: 3232.830078
	Iteration 34Q: 3 clusters Score -1104846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1104862.125000 Penalty: 3232.830078
	Iteration 35Q: 3 clusters Score -1104862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1104875.750000 Penalty: 3232.830078
	Iteration 36Q: 3 clusters Score -1104876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1104892.625000 Penalty: 3232.830078
	Iteration 37Q: 3 clusters Score -1104893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1104906.625000 Penalty: 3232.830078
	Iteration 38Q: 3 clusters Score -1104907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1104924.500000 Penalty: 3232.830078
	Iteration 39Q: 3 clusters Score -1104924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1104937.250000 Penalty: 3232.830078
	Iteration 40F: 3 clusters Score -1104937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1104945.500000 Penalty: 3232.830078
	Iteration 41Q: 3 clusters Score -1104946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -1104952.125000 Penalty: 3232.830078
	Iteration 42Q: 3 clusters Score -1104952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1104961.125000 Penalty: 3232.830078
	Iteration 43Q: 3 clusters Score -1104961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1104967.250000 Penalty: 3232.830078
	Iteration 44Q: 3 clusters Score -1104967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1104975.875000 Penalty: 3232.830078
	Iteration 45Q: 3 clusters Score -1104976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1104980.625000 Penalty: 3232.830078
	Iteration 46Q: 3 clusters Score -1104981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1104986.500000 Penalty: 3232.830078
	Iteration 47Q: 3 clusters Score -1104986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1104988.375000 Penalty: 3232.830078
	Iteration 48Q: 3 clusters Score -1104988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1104991.000000 Penalty: 3232.830078
	Iteration 49Q: 3 clusters Score -1104991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1104996.375000 Penalty: 3232.830078
	Iteration 50Q: 3 clusters Score -1104996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1105001.500000 Penalty: 3232.830078
	Iteration 51Q: 3 clusters Score -1105002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1105001.250000 Penalty: 3232.830078
	Iteration 52Q: 3 clusters Score -1105001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1105004.375000 Penalty: 3232.830078
	Iteration 53Q: 3 clusters Score -1105004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1105004.750000 Penalty: 3232.830078
	Iteration 54Q: 3 clusters Score -1105005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1105004.750000 Penalty: 3232.830078
	Iteration 55Q: 3 clusters Score -1105005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1105007.500000 Penalty: 3232.830078
	Iteration 56Q: 3 clusters Score -1105008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1105008.875000 Penalty: 3232.830078
	Iteration 57Q: 3 clusters Score -1105009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1105009.000000 Penalty: 3232.830078
	Iteration 58Q: 3 clusters Score -1105009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1105011.500000 Penalty: 3232.830078
	Iteration 59Q: 3 clusters Score -1105012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1105016.375000 Penalty: 3232.830078
	Iteration 60F: 3 clusters Score -1105016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1105017.000000 Penalty: 3232.830078
	Iteration 61Q: 3 clusters Score -1105017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1105016.750000 Penalty: 3232.830078
	Iteration 62Q: 3 clusters Score -1105017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1105017.625000 Penalty: 3232.830078
	Iteration 63Q: 3 clusters Score -1105018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1105018.000000 Penalty: 3232.830078
	Iteration 64Q: 3 clusters Score -1105018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -1105016.125000 Penalty: 3232.830078
	Iteration 65Q: 3 clusters Score -1105016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1105022.000000 Penalty: 3232.830078
	Iteration 66Q: 3 clusters Score -1105022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -1105024.750000 Penalty: 3232.830078
	Iteration 67Q: 3 clusters Score -1105025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1105024.375000 Penalty: 3232.830078
	Iteration 68Q: 3 clusters Score -1105024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1105024.750000 Penalty: 3232.830078
	Iteration 69Q: 3 clusters Score -1105025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1105025.625000 Penalty: 3232.830078
	Iteration 70Q: 3 clusters Score -1105026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1105027.000000 Penalty: 3232.830078
	Iteration 71Q: 3 clusters Score -1105027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1105027.750000 Penalty: 3232.830078
	Iteration 72Q: 3 clusters Score -1105028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -1105027.500000 Penalty: 3232.830078
	Iteration 73Q: 3 clusters Score -1105028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1105028.500000 Penalty: 3232.830078
	Iteration 74Q: 3 clusters Score -1105028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1105028.500000 Penalty: 3232.830078
	Iteration 75Q: 3 clusters Score -1105028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -1105027.875000 Penalty: 3232.830078
	Iteration 76Q: 3 clusters Score -1105028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -1105027.875000 Penalty: 3232.830078
	Iteration 77F: 3 clusters Score -1105028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -126050.726562 Penalty: 1255.150757
	Iteration 0F: 2 clusters Score -126050.7 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 1109 members 
Entering Unmasked Estep 
Score: -123777.507812 Penalty: 2510.301514
	Iteration 0F: 3 clusters Score -123777.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -124255.531250 Penalty: 2510.301514
	Iteration 1F: 3 clusters Score -124255.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -124366.320312 Penalty: 2510.301514
	Iteration 2F: 3 clusters Score -124366.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -124424.609375 Penalty: 2510.301514
	Iteration 3Q: 3 clusters Score -124424.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124453.593750 Penalty: 2510.301514
	Iteration 4Q: 3 clusters Score -124453.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -124475.179688 Penalty: 2510.301514
	Iteration 5Q: 3 clusters Score -124475.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -124488.843750 Penalty: 2510.301514
	Iteration 6Q: 3 clusters Score -124488.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -124502.281250 Penalty: 2510.301514
	Iteration 7Q: 3 clusters Score -124502.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -124513.632812 Penalty: 2510.301514
	Iteration 8Q: 3 clusters Score -124513.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -124528.585938 Penalty: 2510.301514
	Iteration 9Q: 3 clusters Score -124528.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -124543.742188 Penalty: 2510.301514
	Iteration 10Q: 3 clusters Score -124543.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -124561.078125 Penalty: 2510.301514
	Iteration 11Q: 3 clusters Score -124561.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -124575.320312 Penalty: 2510.301514
	Iteration 12Q: 3 clusters Score -124575.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -124591.820312 Penalty: 2510.301514
	Iteration 13Q: 3 clusters Score -124591.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -124609.140625 Penalty: 2510.301514
	Iteration 14Q: 3 clusters Score -124609.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -124626.210938 Penalty: 2510.301514
	Iteration 15Q: 3 clusters Score -124626.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -124639.234375 Penalty: 2510.301514
	Iteration 16Q: 3 clusters Score -124639.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -124649.992188 Penalty: 2510.301514
	Iteration 17Q: 3 clusters Score -124650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -124656.679688 Penalty: 2510.301514
	Iteration 18Q: 3 clusters Score -124656.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -124664.226562 Penalty: 2510.301514
	Iteration 19Q: 3 clusters Score -124664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -124672.890625 Penalty: 2510.301514
	Iteration 20F: 3 clusters Score -124672.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -124680.203125 Penalty: 2510.301514
	Iteration 21Q: 3 clusters Score -124680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124687.109375 Penalty: 2510.301514
	Iteration 22Q: 3 clusters Score -124687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -124693.015625 Penalty: 2510.301514
	Iteration 23Q: 3 clusters Score -124693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124698.367188 Penalty: 2510.301514
	Iteration 24Q: 3 clusters Score -124698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124702.500000 Penalty: 2510.301514
	Iteration 25Q: 3 clusters Score -124702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124705.648438 Penalty: 2510.301514
	Iteration 26Q: 3 clusters Score -124705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124707.289062 Penalty: 2510.301514
	Iteration 27Q: 3 clusters Score -124707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -124708.773438 Penalty: 2510.301514
	Iteration 28Q: 3 clusters Score -124708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -124710.109375 Penalty: 2510.301514
	Iteration 29Q: 3 clusters Score -124710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -124711.968750 Penalty: 2510.301514
	Iteration 30Q: 3 clusters Score -124712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124713.398438 Penalty: 2510.301514
	Iteration 31Q: 3 clusters Score -124713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -124714.976562 Penalty: 2510.301514
	Iteration 32Q: 3 clusters Score -124715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -124715.671875 Penalty: 2510.301514
	Iteration 33Q: 3 clusters Score -124715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124716.375000 Penalty: 2510.301514
	Iteration 34Q: 3 clusters Score -124716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124716.375000 Penalty: 2510.301514
	Iteration 35F: 3 clusters Score -124716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Entering Unmasked Estep 
Score: -708269.937500 Penalty: 1551.959473
	Iteration 0F: 2 clusters Score -708269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -698511.437500 Penalty: 3103.918945
	Iteration 0F: 3 clusters Score -698511.4 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -701682.875000 Penalty: 3103.918945
	Iteration 1F: 3 clusters Score -701682.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -701973.437500 Penalty: 3103.918945
	Iteration 2F: 3 clusters Score -701973.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -702243.250000 Penalty: 3103.918945
	Iteration 3Q: 3 clusters Score -702243.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -702502.875000 Penalty: 3103.918945
	Iteration 4Q: 3 clusters Score -702502.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -702780.000000 Penalty: 3103.918945
	Iteration 5Q: 3 clusters Score -702780 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -703046.062500 Penalty: 3103.918945
	Iteration 6Q: 3 clusters Score -703046.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -703331.437500 Penalty: 3103.918945
	Iteration 7Q: 3 clusters Score -703331.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -703665.062500 Penalty: 3103.918945
	Iteration 8Q: 3 clusters Score -703665.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -704055.750000 Penalty: 3103.918945
	Iteration 9Q: 3 clusters Score -704055.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -704403.312500 Penalty: 3103.918945
	Iteration 10Q: 3 clusters Score -704403.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -704656.812500 Penalty: 3103.918945
	Iteration 11Q: 3 clusters Score -704656.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -704839.187500 Penalty: 3103.918945
	Iteration 12Q: 3 clusters Score -704839.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -704984.562500 Penalty: 3103.918945
	Iteration 13Q: 3 clusters Score -704984.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -705104.125000 Penalty: 3103.918945
	Iteration 14Q: 3 clusters Score -705104.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -705205.437500 Penalty: 3103.918945
	Iteration 15Q: 3 clusters Score -705205.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -705310.750000 Penalty: 3103.918945
	Iteration 16Q: 3 clusters Score -705310.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -705400.500000 Penalty: 3103.918945
	Iteration 17Q: 3 clusters Score -705400.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -705503.687500 Penalty: 3103.918945
	Iteration 18Q: 3 clusters Score -705503.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -705600.625000 Penalty: 3103.918945
	Iteration 19Q: 3 clusters Score -705600.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -705705.187500 Penalty: 3103.918945
	Iteration 20F: 3 clusters Score -705705.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -705799.125000 Penalty: 3103.918945
	Iteration 21Q: 3 clusters Score -705799.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -705914.500000 Penalty: 3103.918945
	Iteration 22Q: 3 clusters Score -705914.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -706030.125000 Penalty: 3103.918945
	Iteration 23Q: 3 clusters Score -706030.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -706136.000000 Penalty: 3103.918945
	Iteration 24Q: 3 clusters Score -706136 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -706225.000000 Penalty: 3103.918945
	Iteration 25Q: 3 clusters Score -706225 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -706323.687500 Penalty: 3103.918945
	Iteration 26Q: 3 clusters Score -706323.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -706426.375000 Penalty: 3103.918945
	Iteration 27Q: 3 clusters Score -706426.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -706503.687500 Penalty: 3103.918945
	Iteration 28Q: 3 clusters Score -706503.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -706594.562500 Penalty: 3103.918945
	Iteration 29Q: 3 clusters Score -706594.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -706679.500000 Penalty: 3103.918945
	Iteration 30Q: 3 clusters Score -706679.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -706771.187500 Penalty: 3103.918945
	Iteration 31Q: 3 clusters Score -706771.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -706857.812500 Penalty: 3103.918945
	Iteration 32Q: 3 clusters Score -706857.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -706957.500000 Penalty: 3103.918945
	Iteration 33Q: 3 clusters Score -706957.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -707032.375000 Penalty: 3103.918945
	Iteration 34Q: 3 clusters Score -707032.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -707090.812500 Penalty: 3103.918945
	Iteration 35Q: 3 clusters Score -707090.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -707144.500000 Penalty: 3103.918945
	Iteration 36Q: 3 clusters Score -707144.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -707186.625000 Penalty: 3103.918945
	Iteration 37Q: 3 clusters Score -707186.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -707217.625000 Penalty: 3103.918945
	Iteration 38Q: 3 clusters Score -707217.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -707240.562500 Penalty: 3103.918945
	Iteration 39Q: 3 clusters Score -707240.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -707261.812500 Penalty: 3103.918945
	Iteration 40F: 3 clusters Score -707261.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -707277.000000 Penalty: 3103.918945
	Iteration 41Q: 3 clusters Score -707277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -707289.000000 Penalty: 3103.918945
	Iteration 42Q: 3 clusters Score -707289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -707302.750000 Penalty: 3103.918945
	Iteration 43Q: 3 clusters Score -707302.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -707317.312500 Penalty: 3103.918945
	Iteration 44Q: 3 clusters Score -707317.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -707325.500000 Penalty: 3103.918945
	Iteration 45Q: 3 clusters Score -707325.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -707336.562500 Penalty: 3103.918945
	Iteration 46Q: 3 clusters Score -707336.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -707358.562500 Penalty: 3103.918945
	Iteration 47Q: 3 clusters Score -707358.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -707382.062500 Penalty: 3103.918945
	Iteration 48Q: 3 clusters Score -707382.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -707397.125000 Penalty: 3103.918945
	Iteration 49Q: 3 clusters Score -707397.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -707413.062500 Penalty: 3103.918945
	Iteration 50Q: 3 clusters Score -707413.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -707423.125000 Penalty: 3103.918945
	Iteration 51Q: 3 clusters Score -707423.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -707429.625000 Penalty: 3103.918945
	Iteration 52Q: 3 clusters Score -707429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -707433.125000 Penalty: 3103.918945
	Iteration 53Q: 3 clusters Score -707433.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -707432.562500 Penalty: 3103.918945
	Iteration 54Q: 3 clusters Score -707432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -707437.062500 Penalty: 3103.918945
	Iteration 55Q: 3 clusters Score -707437.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -707440.125000 Penalty: 3103.918945
	Iteration 56Q: 3 clusters Score -707440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -707442.437500 Penalty: 3103.918945
	Iteration 57Q: 3 clusters Score -707442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -707443.937500 Penalty: 3103.918945
	Iteration 58Q: 3 clusters Score -707443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -707445.812500 Penalty: 3103.918945
	Iteration 59Q: 3 clusters Score -707445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -707444.187500 Penalty: 3103.918945
	Iteration 60F: 3 clusters Score -707444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -707445.687500 Penalty: 3103.918945
	Iteration 61Q: 3 clusters Score -707445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -707444.937500 Penalty: 3103.918945
	Iteration 62Q: 3 clusters Score -707444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -707445.375000 Penalty: 3103.918945
	Iteration 63Q: 3 clusters Score -707445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -707448.187500 Penalty: 3103.918945
	Iteration 64Q: 3 clusters Score -707448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -707448.687500 Penalty: 3103.918945
	Iteration 65Q: 3 clusters Score -707448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -707450.000000 Penalty: 3103.918945
	Iteration 66Q: 3 clusters Score -707450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -707450.937500 Penalty: 3103.918945
	Iteration 67Q: 3 clusters Score -707450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -707449.437500 Penalty: 3103.918945
	Iteration 68Q: 3 clusters Score -707449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -707447.875000 Penalty: 3103.918945
	Iteration 69Q: 3 clusters Score -707447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -707449.000000 Penalty: 3103.918945
	Iteration 70Q: 3 clusters Score -707449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -707448.625000 Penalty: 3103.918945
	Iteration 71Q: 3 clusters Score -707448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -707448.625000 Penalty: 3103.918945
	Iteration 72F: 3 clusters Score -707448.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Entering Unmasked Estep 
Score: -2607483.250000 Penalty: 1758.600220
	Iteration 0F: 2 clusters Score -2607483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2573897.750000 Penalty: 3517.200439
	Iteration 0F: 3 clusters Score -2573898 nChanged 23626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -2587075.000000 Penalty: 3517.200439
	Iteration 1F: 3 clusters Score -2587075 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2587677.750000 Penalty: 3517.200439
	Iteration 2Q: 3 clusters Score -2587678 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2588497.250000 Penalty: 3517.200439
	Iteration 3Q: 3 clusters Score -2588497 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -2589722.250000 Penalty: 3517.200439
	Iteration 4Q: 3 clusters Score -2589722 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -2591563.750000 Penalty: 3517.200439
	Iteration 5F: 3 clusters Score -2591564 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -2594521.000000 Penalty: 3517.200439
	Iteration 6F: 3 clusters Score -2594521 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -2598428.250000 Penalty: 3517.200439
	Iteration 7F: 3 clusters Score -2598428 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -2602138.500000 Penalty: 3517.200439
	Iteration 8F: 3 clusters Score -2602138 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -2604382.750000 Penalty: 3517.200439
	Iteration 9Q: 3 clusters Score -2604383 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -2605347.250000 Penalty: 3517.200439
	Iteration 10Q: 3 clusters Score -2605347 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -2605671.500000 Penalty: 3517.200439
	Iteration 11Q: 3 clusters Score -2605672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -2605804.500000 Penalty: 3517.200439
	Iteration 12Q: 3 clusters Score -2605804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -2605862.750000 Penalty: 3517.200439
	Iteration 13Q: 3 clusters Score -2605863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -2605896.000000 Penalty: 3517.200439
	Iteration 14Q: 3 clusters Score -2605896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -2605909.000000 Penalty: 3517.200439
	Iteration 15Q: 3 clusters Score -2605909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -2605920.750000 Penalty: 3517.200439
	Iteration 16Q: 3 clusters Score -2605921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -2605934.000000 Penalty: 3517.200439
	Iteration 17Q: 3 clusters Score -2605934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -2605934.250000 Penalty: 3517.200439
	Iteration 18Q: 3 clusters Score -2605934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -2605937.500000 Penalty: 3517.200439
	Iteration 19Q: 3 clusters Score -2605938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -2605940.250000 Penalty: 3517.200439
	Iteration 20F: 3 clusters Score -2605940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Entering Unmasked Estep 
Score: -1180094.500000 Penalty: 1627.042114
	Iteration 0F: 2 clusters Score -1180094 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 11180 members 
Entering Unmasked Estep 
Score: -1164979.250000 Penalty: 3254.084229
	Iteration 0F: 3 clusters Score -1164979 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1170474.125000 Penalty: 3254.084229
	Iteration 1F: 3 clusters Score -1170474 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1170711.125000 Penalty: 3254.084229
	Iteration 2Q: 3 clusters Score -1170711 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1170915.875000 Penalty: 3254.084229
	Iteration 3Q: 3 clusters Score -1170916 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1171065.375000 Penalty: 3254.084229
	Iteration 4Q: 3 clusters Score -1171065 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1171194.500000 Penalty: 3254.084229
	Iteration 5Q: 3 clusters Score -1171194 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1171323.875000 Penalty: 3254.084229
	Iteration 6Q: 3 clusters Score -1171324 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1171468.750000 Penalty: 3254.084229
	Iteration 7Q: 3 clusters Score -1171469 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1171603.375000 Penalty: 3254.084229
	Iteration 8Q: 3 clusters Score -1171603 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1171750.000000 Penalty: 3254.084229
	Iteration 9Q: 3 clusters Score -1171750 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1171910.000000 Penalty: 3254.084229
	Iteration 10Q: 3 clusters Score -1171910 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1172136.500000 Penalty: 3254.084229
	Iteration 11Q: 3 clusters Score -1172136 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1172486.875000 Penalty: 3254.084229
	Iteration 12Q: 3 clusters Score -1172487 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1173005.000000 Penalty: 3254.084229
	Iteration 13Q: 3 clusters Score -1173005 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1173648.375000 Penalty: 3254.084229
	Iteration 14Q: 3 clusters Score -1173648 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1174313.625000 Penalty: 3254.084229
	Iteration 15Q: 3 clusters Score -1174314 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1174878.500000 Penalty: 3254.084229
	Iteration 16Q: 3 clusters Score -1174878 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1175183.500000 Penalty: 3254.084229
	Iteration 17Q: 3 clusters Score -1175184 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1175312.000000 Penalty: 3254.084229
	Iteration 18Q: 3 clusters Score -1175312 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1175368.625000 Penalty: 3254.084229
	Iteration 19Q: 3 clusters Score -1175369 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1175409.500000 Penalty: 3254.084229
	Iteration 20F: 3 clusters Score -1175410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1175438.125000 Penalty: 3254.084229
	Iteration 21Q: 3 clusters Score -1175438 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1175462.000000 Penalty: 3254.084229
	Iteration 22Q: 3 clusters Score -1175462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1175485.500000 Penalty: 3254.084229
	Iteration 23Q: 3 clusters Score -1175486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1175502.750000 Penalty: 3254.084229
	Iteration 24Q: 3 clusters Score -1175503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1175521.750000 Penalty: 3254.084229
	Iteration 25Q: 3 clusters Score -1175522 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1175544.250000 Penalty: 3254.084229
	Iteration 26Q: 3 clusters Score -1175544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1175566.375000 Penalty: 3254.084229
	Iteration 27Q: 3 clusters Score -1175566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1175590.000000 Penalty: 3254.084229
	Iteration 28Q: 3 clusters Score -1175590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1175618.125000 Penalty: 3254.084229
	Iteration 29Q: 3 clusters Score -1175618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1175644.000000 Penalty: 3254.084229
	Iteration 30Q: 3 clusters Score -1175644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1175668.250000 Penalty: 3254.084229
	Iteration 31Q: 3 clusters Score -1175668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1175689.125000 Penalty: 3254.084229
	Iteration 32Q: 3 clusters Score -1175689 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1175724.000000 Penalty: 3254.084229
	Iteration 33Q: 3 clusters Score -1175724 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1175752.875000 Penalty: 3254.084229
	Iteration 34Q: 3 clusters Score -1175753 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1175777.750000 Penalty: 3254.084229
	Iteration 35Q: 3 clusters Score -1175778 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1175797.125000 Penalty: 3254.084229
	Iteration 36Q: 3 clusters Score -1175797 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1175821.125000 Penalty: 3254.084229
	Iteration 37Q: 3 clusters Score -1175821 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1175832.375000 Penalty: 3254.084229
	Iteration 38Q: 3 clusters Score -1175832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1175848.750000 Penalty: 3254.084229
	Iteration 39Q: 3 clusters Score -1175849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1175863.750000 Penalty: 3254.084229
	Iteration 40F: 3 clusters Score -1175864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1175871.000000 Penalty: 3254.084229
	Iteration 41Q: 3 clusters Score -1175871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1175880.750000 Penalty: 3254.084229
	Iteration 42Q: 3 clusters Score -1175881 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1175890.875000 Penalty: 3254.084229
	Iteration 43Q: 3 clusters Score -1175891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1175896.250000 Penalty: 3254.084229
	Iteration 44Q: 3 clusters Score -1175896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1175905.500000 Penalty: 3254.084229
	Iteration 45Q: 3 clusters Score -1175906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1175911.375000 Penalty: 3254.084229
	Iteration 46Q: 3 clusters Score -1175911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1175920.375000 Penalty: 3254.084229
	Iteration 47Q: 3 clusters Score -1175920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1175927.375000 Penalty: 3254.084229
	Iteration 48Q: 3 clusters Score -1175927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1175936.125000 Penalty: 3254.084229
	Iteration 49Q: 3 clusters Score -1175936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1175938.000000 Penalty: 3254.084229
	Iteration 50Q: 3 clusters Score -1175938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1175942.500000 Penalty: 3254.084229
	Iteration 51Q: 3 clusters Score -1175942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1175945.375000 Penalty: 3254.084229
	Iteration 52Q: 3 clusters Score -1175945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1175947.875000 Penalty: 3254.084229
	Iteration 53Q: 3 clusters Score -1175948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1175951.750000 Penalty: 3254.084229
	Iteration 54Q: 3 clusters Score -1175952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1175960.000000 Penalty: 3254.084229
	Iteration 55Q: 3 clusters Score -1175960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1175963.625000 Penalty: 3254.084229
	Iteration 56Q: 3 clusters Score -1175964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1175966.125000 Penalty: 3254.084229
	Iteration 57Q: 3 clusters Score -1175966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1175968.375000 Penalty: 3254.084229
	Iteration 58Q: 3 clusters Score -1175968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1175973.375000 Penalty: 3254.084229
	Iteration 59Q: 3 clusters Score -1175973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1175975.125000 Penalty: 3254.084229
	Iteration 60F: 3 clusters Score -1175975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1175979.875000 Penalty: 3254.084229
	Iteration 61Q: 3 clusters Score -1175980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1175976.000000 Penalty: 3254.084229
	Iteration 62Q: 3 clusters Score -1175976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1175978.250000 Penalty: 3254.084229
	Iteration 63Q: 3 clusters Score -1175978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1175982.000000 Penalty: 3254.084229
	Iteration 64Q: 3 clusters Score -1175982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1175981.250000 Penalty: 3254.084229
	Iteration 65Q: 3 clusters Score -1175981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1175983.375000 Penalty: 3254.084229
	Iteration 66Q: 3 clusters Score -1175983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1175984.500000 Penalty: 3254.084229
	Iteration 67Q: 3 clusters Score -1175984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1175988.250000 Penalty: 3254.084229
	Iteration 68Q: 3 clusters Score -1175988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1175986.125000 Penalty: 3254.084229
	Iteration 69Q: 3 clusters Score -1175986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1175987.375000 Penalty: 3254.084229
	Iteration 70Q: 3 clusters Score -1175987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1175989.000000 Penalty: 3254.084229
	Iteration 71Q: 3 clusters Score -1175989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1175990.000000 Penalty: 3254.084229
	Iteration 72Q: 3 clusters Score -1175990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1175988.500000 Penalty: 3254.084229
	Iteration 73Q: 3 clusters Score -1175988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1175988.625000 Penalty: 3254.084229
	Iteration 74Q: 3 clusters Score -1175989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1175995.000000 Penalty: 3254.084229
	Iteration 75Q: 3 clusters Score -1175995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1175992.250000 Penalty: 3254.084229
	Iteration 76Q: 3 clusters Score -1175992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1175995.375000 Penalty: 3254.084229
	Iteration 77Q: 3 clusters Score -1175995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1175996.625000 Penalty: 3254.084229
	Iteration 78Q: 3 clusters Score -1175997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1175998.625000 Penalty: 3254.084229
	Iteration 79Q: 3 clusters Score -1175999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1175999.125000 Penalty: 3254.084229
	Iteration 80F: 3 clusters Score -1175999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1175999.000000 Penalty: 3254.084229
	Iteration 81Q: 3 clusters Score -1175999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1176002.000000 Penalty: 3254.084229
	Iteration 82Q: 3 clusters Score -1176002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1176002.250000 Penalty: 3254.084229
	Iteration 83Q: 3 clusters Score -1176002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1176004.125000 Penalty: 3254.084229
	Iteration 84Q: 3 clusters Score -1176004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1176001.500000 Penalty: 3254.084229
	Iteration 85Q: 3 clusters Score -1176002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1176001.750000 Penalty: 3254.084229
	Iteration 86Q: 3 clusters Score -1176002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1176002.125000 Penalty: 3254.084229
	Iteration 87Q: 3 clusters Score -1176002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1176006.625000 Penalty: 3254.084229
	Iteration 88Q: 3 clusters Score -1176007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1176008.000000 Penalty: 3254.084229
	Iteration 89Q: 3 clusters Score -1176008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1176010.875000 Penalty: 3254.084229
	Iteration 90Q: 3 clusters Score -1176011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1176008.875000 Penalty: 3254.084229
	Iteration 91Q: 3 clusters Score -1176009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1176007.875000 Penalty: 3254.084229
	Iteration 92Q: 3 clusters Score -1176008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1176009.500000 Penalty: 3254.084229
	Iteration 93Q: 3 clusters Score -1176010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1176012.750000 Penalty: 3254.084229
	Iteration 94Q: 3 clusters Score -1176013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1176016.875000 Penalty: 3254.084229
	Iteration 95Q: 3 clusters Score -1176017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1176019.000000 Penalty: 3254.084229
	Iteration 96Q: 3 clusters Score -1176019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1176026.625000 Penalty: 3254.084229
	Iteration 97Q: 3 clusters Score -1176027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1176025.250000 Penalty: 3254.084229
	Iteration 98Q: 3 clusters Score -1176025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1176027.875000 Penalty: 3254.084229
	Iteration 99Q: 3 clusters Score -1176028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1176030.125000 Penalty: 3254.084229
	Iteration 100F: 3 clusters Score -1176030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1176028.500000 Penalty: 3254.084229
	Iteration 101Q: 3 clusters Score -1176028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1176027.750000 Penalty: 3254.084229
	Iteration 102Q: 3 clusters Score -1176028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1176028.875000 Penalty: 3254.084229
	Iteration 103Q: 3 clusters Score -1176029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1176031.250000 Penalty: 3254.084229
	Iteration 104Q: 3 clusters Score -1176031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1176035.625000 Penalty: 3254.084229
	Iteration 105Q: 3 clusters Score -1176036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1176038.750000 Penalty: 3254.084229
	Iteration 106Q: 3 clusters Score -1176039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1176038.625000 Penalty: 3254.084229
	Iteration 107Q: 3 clusters Score -1176039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1176038.875000 Penalty: 3254.084229
	Iteration 108Q: 3 clusters Score -1176039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1176039.625000 Penalty: 3254.084229
	Iteration 109Q: 3 clusters Score -1176040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1176041.125000 Penalty: 3254.084229
	Iteration 110Q: 3 clusters Score -1176041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1176041.875000 Penalty: 3254.084229
	Iteration 111Q: 3 clusters Score -1176042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1176046.250000 Penalty: 3254.084229
	Iteration 112Q: 3 clusters Score -1176046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1176047.875000 Penalty: 3254.084229
	Iteration 113Q: 3 clusters Score -1176048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1176050.125000 Penalty: 3254.084229
	Iteration 114Q: 3 clusters Score -1176050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1176052.125000 Penalty: 3254.084229
	Iteration 115Q: 3 clusters Score -1176052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1176054.875000 Penalty: 3254.084229
	Iteration 116Q: 3 clusters Score -1176055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1176057.000000 Penalty: 3254.084229
	Iteration 117Q: 3 clusters Score -1176057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1176058.375000 Penalty: 3254.084229
	Iteration 118Q: 3 clusters Score -1176058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1176059.625000 Penalty: 3254.084229
	Iteration 119Q: 3 clusters Score -1176060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1176056.875000 Penalty: 3254.084229
	Iteration 120F: 3 clusters Score -1176057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1176057.000000 Penalty: 3254.084229
	Iteration 121Q: 3 clusters Score -1176057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1176060.125000 Penalty: 3254.084229
	Iteration 122Q: 3 clusters Score -1176060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1176066.000000 Penalty: 3254.084229
	Iteration 123Q: 3 clusters Score -1176066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1176069.750000 Penalty: 3254.084229
	Iteration 124Q: 3 clusters Score -1176070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1176067.625000 Penalty: 3254.084229
	Iteration 125Q: 3 clusters Score -1176068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1176066.250000 Penalty: 3254.084229
	Iteration 126Q: 3 clusters Score -1176066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1176068.125000 Penalty: 3254.084229
	Iteration 127Q: 3 clusters Score -1176068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1176069.625000 Penalty: 3254.084229
	Iteration 128Q: 3 clusters Score -1176070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1176071.625000 Penalty: 3254.084229
	Iteration 129Q: 3 clusters Score -1176072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1176074.375000 Penalty: 3254.084229
	Iteration 130Q: 3 clusters Score -1176074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1176082.125000 Penalty: 3254.084229
	Iteration 131Q: 3 clusters Score -1176082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1176083.875000 Penalty: 3254.084229
	Iteration 132Q: 3 clusters Score -1176084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1176087.000000 Penalty: 3254.084229
	Iteration 133Q: 3 clusters Score -1176087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1176091.875000 Penalty: 3254.084229
	Iteration 134Q: 3 clusters Score -1176092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1176095.875000 Penalty: 3254.084229
	Iteration 135Q: 3 clusters Score -1176096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1176098.875000 Penalty: 3254.084229
	Iteration 136Q: 3 clusters Score -1176099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1176104.375000 Penalty: 3254.084229
	Iteration 137Q: 3 clusters Score -1176104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1176109.125000 Penalty: 3254.084229
	Iteration 138Q: 3 clusters Score -1176109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1176109.125000 Penalty: 3254.084229
	Iteration 139Q: 3 clusters Score -1176109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1176117.250000 Penalty: 3254.084229
	Iteration 140F: 3 clusters Score -1176117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1176124.875000 Penalty: 3254.084229
	Iteration 141Q: 3 clusters Score -1176125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1176128.000000 Penalty: 3254.084229
	Iteration 142Q: 3 clusters Score -1176128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1176143.000000 Penalty: 3254.084229
	Iteration 143Q: 3 clusters Score -1176143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1176152.125000 Penalty: 3254.084229
	Iteration 144Q: 3 clusters Score -1176152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1176166.500000 Penalty: 3254.084229
	Iteration 145Q: 3 clusters Score -1176166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1176177.250000 Penalty: 3254.084229
	Iteration 146Q: 3 clusters Score -1176177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1176195.250000 Penalty: 3254.084229
	Iteration 147Q: 3 clusters Score -1176195 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1176209.625000 Penalty: 3254.084229
	Iteration 148Q: 3 clusters Score -1176210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1176230.500000 Penalty: 3254.084229
	Iteration 149Q: 3 clusters Score -1176230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1176251.625000 Penalty: 3254.084229
	Iteration 150Q: 3 clusters Score -1176252 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1176290.750000 Penalty: 3254.084229
	Iteration 151Q: 3 clusters Score -1176291 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1176314.500000 Penalty: 3254.084229
	Iteration 152Q: 3 clusters Score -1176314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1176344.125000 Penalty: 3254.084229
	Iteration 153Q: 3 clusters Score -1176344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1176383.375000 Penalty: 3254.084229
	Iteration 154Q: 3 clusters Score -1176383 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1176407.125000 Penalty: 3254.084229
	Iteration 155Q: 3 clusters Score -1176407 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1176450.625000 Penalty: 3254.084229
	Iteration 156Q: 3 clusters Score -1176451 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1176515.250000 Penalty: 3254.084229
	Iteration 157Q: 3 clusters Score -1176515 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1176574.500000 Penalty: 3254.084229
	Iteration 158Q: 3 clusters Score -1176574 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1176642.625000 Penalty: 3254.084229
	Iteration 159Q: 3 clusters Score -1176643 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1176735.875000 Penalty: 3254.084229
	Iteration 160F: 3 clusters Score -1176736 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1176840.375000 Penalty: 3254.084229
	Iteration 161Q: 3 clusters Score -1176840 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1176950.000000 Penalty: 3254.084229
	Iteration 162Q: 3 clusters Score -1176950 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1177082.125000 Penalty: 3254.084229
	Iteration 163Q: 3 clusters Score -1177082 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1177241.750000 Penalty: 3254.084229
	Iteration 164Q: 3 clusters Score -1177242 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1177411.125000 Penalty: 3254.084229
	Iteration 165Q: 3 clusters Score -1177411 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1177623.000000 Penalty: 3254.084229
	Iteration 166Q: 3 clusters Score -1177623 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1177830.625000 Penalty: 3254.084229
	Iteration 167Q: 3 clusters Score -1177831 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1178013.625000 Penalty: 3254.084229
	Iteration 168Q: 3 clusters Score -1178014 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1178185.125000 Penalty: 3254.084229
	Iteration 169Q: 3 clusters Score -1178185 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1178306.875000 Penalty: 3254.084229
	Iteration 170Q: 3 clusters Score -1178307 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -1178396.750000 Penalty: 3254.084229
	Iteration 171Q: 3 clusters Score -1178397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1178484.000000 Penalty: 3254.084229
	Iteration 172Q: 3 clusters Score -1178484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1178547.875000 Penalty: 3254.084229
	Iteration 173Q: 3 clusters Score -1178548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -1178587.500000 Penalty: 3254.084229
	Iteration 174Q: 3 clusters Score -1178588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -1178615.750000 Penalty: 3254.084229
	Iteration 175Q: 3 clusters Score -1178616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -1178640.250000 Penalty: 3254.084229
	Iteration 176Q: 3 clusters Score -1178640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1178649.750000 Penalty: 3254.084229
	Iteration 177Q: 3 clusters Score -1178650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -1178661.875000 Penalty: 3254.084229
	Iteration 178Q: 3 clusters Score -1178662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1178668.625000 Penalty: 3254.084229
	Iteration 179Q: 3 clusters Score -1178669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -1178679.125000 Penalty: 3254.084229
	Iteration 180F: 3 clusters Score -1178679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -1178684.750000 Penalty: 3254.084229
	Iteration 181Q: 3 clusters Score -1178685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -1178690.750000 Penalty: 3254.084229
	Iteration 182Q: 3 clusters Score -1178691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -1178696.875000 Penalty: 3254.084229
	Iteration 183Q: 3 clusters Score -1178697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -1178706.625000 Penalty: 3254.084229
	Iteration 184Q: 3 clusters Score -1178707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -1178719.375000 Penalty: 3254.084229
	Iteration 185Q: 3 clusters Score -1178719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -1178729.875000 Penalty: 3254.084229
	Iteration 186Q: 3 clusters Score -1178730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -1178735.000000 Penalty: 3254.084229
	Iteration 187Q: 3 clusters Score -1178735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -1178737.250000 Penalty: 3254.084229
	Iteration 188Q: 3 clusters Score -1178737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -1178738.375000 Penalty: 3254.084229
	Iteration 189Q: 3 clusters Score -1178738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1178739.500000 Penalty: 3254.084229
	Iteration 190Q: 3 clusters Score -1178740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -1178739.875000 Penalty: 3254.084229
	Iteration 191Q: 3 clusters Score -1178740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -1178739.875000 Penalty: 3254.084229
	Iteration 192F: 3 clusters Score -1178740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -164330.515625 Penalty: 1300.383423
	Iteration 0F: 2 clusters Score -164330.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -161631.015625 Penalty: 2600.766846
	Iteration 0F: 3 clusters Score -161631 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -162228.171875 Penalty: 2600.766846
	Iteration 1F: 3 clusters Score -162228.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -162334.453125 Penalty: 2600.766846
	Iteration 2F: 3 clusters Score -162334.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -162398.312500 Penalty: 2600.766846
	Iteration 3Q: 3 clusters Score -162398.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -162447.609375 Penalty: 2600.766846
	Iteration 4Q: 3 clusters Score -162447.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -162485.796875 Penalty: 2600.766846
	Iteration 5Q: 3 clusters Score -162485.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -162516.828125 Penalty: 2600.766846
	Iteration 6Q: 3 clusters Score -162516.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -162538.187500 Penalty: 2600.766846
	Iteration 7Q: 3 clusters Score -162538.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -162552.890625 Penalty: 2600.766846
	Iteration 8Q: 3 clusters Score -162552.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -162567.578125 Penalty: 2600.766846
	Iteration 9Q: 3 clusters Score -162567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -162577.015625 Penalty: 2600.766846
	Iteration 10Q: 3 clusters Score -162577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -162589.015625 Penalty: 2600.766846
	Iteration 11Q: 3 clusters Score -162589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -162604.125000 Penalty: 2600.766846
	Iteration 12Q: 3 clusters Score -162604.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -162614.578125 Penalty: 2600.766846
	Iteration 13Q: 3 clusters Score -162614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -162620.015625 Penalty: 2600.766846
	Iteration 14Q: 3 clusters Score -162620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -162625.984375 Penalty: 2600.766846
	Iteration 15Q: 3 clusters Score -162626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -162632.015625 Penalty: 2600.766846
	Iteration 16Q: 3 clusters Score -162632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -162635.859375 Penalty: 2600.766846
	Iteration 17Q: 3 clusters Score -162635.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -162639.875000 Penalty: 2600.766846
	Iteration 18Q: 3 clusters Score -162639.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -162643.140625 Penalty: 2600.766846
	Iteration 19Q: 3 clusters Score -162643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -162646.296875 Penalty: 2600.766846
	Iteration 20F: 3 clusters Score -162646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -162648.140625 Penalty: 2600.766846
	Iteration 21Q: 3 clusters Score -162648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -162648.734375 Penalty: 2600.766846
	Iteration 22Q: 3 clusters Score -162648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -162650.812500 Penalty: 2600.766846
	Iteration 23Q: 3 clusters Score -162650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -162653.750000 Penalty: 2600.766846
	Iteration 24Q: 3 clusters Score -162653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -162656.265625 Penalty: 2600.766846
	Iteration 25Q: 3 clusters Score -162656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -162658.437500 Penalty: 2600.766846
	Iteration 26Q: 3 clusters Score -162658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -162661.328125 Penalty: 2600.766846
	Iteration 27Q: 3 clusters Score -162661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -162664.937500 Penalty: 2600.766846
	Iteration 28Q: 3 clusters Score -162664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -162667.109375 Penalty: 2600.766846
	Iteration 29Q: 3 clusters Score -162667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -162670.328125 Penalty: 2600.766846
	Iteration 30Q: 3 clusters Score -162670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -162672.796875 Penalty: 2600.766846
	Iteration 31Q: 3 clusters Score -162672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -162674.781250 Penalty: 2600.766846
	Iteration 32Q: 3 clusters Score -162674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -162676.000000 Penalty: 2600.766846
	Iteration 33Q: 3 clusters Score -162676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -162676.656250 Penalty: 2600.766846
	Iteration 34Q: 3 clusters Score -162676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -162676.937500 Penalty: 2600.766846
	Iteration 35Q: 3 clusters Score -162676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -162676.937500 Penalty: 2600.766846
	Iteration 36F: 3 clusters Score -162676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Entering Unmasked Estep 
Score: -4284430.500000 Penalty: 1840.054077
	Iteration 0F: 2 clusters Score -4284430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4229165.000000 Penalty: 3680.108154
	Iteration 0F: 3 clusters Score -4229165 nChanged 39148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -4252101.000000 Penalty: 3680.108154
	Iteration 1F: 3 clusters Score -4252101 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -4253413.000000 Penalty: 3680.108154
	Iteration 2Q: 3 clusters Score -4253413 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -4255673.500000 Penalty: 3680.108154
	Iteration 3F: 3 clusters Score -4255674 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -4259574.000000 Penalty: 3680.108154
	Iteration 4F: 3 clusters Score -4259574 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -4265339.500000 Penalty: 3680.108154
	Iteration 5F: 3 clusters Score -4265340 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -4271931.000000 Penalty: 3680.108154
	Iteration 6F: 3 clusters Score -4271931 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -4277433.500000 Penalty: 3680.108154
	Iteration 7F: 3 clusters Score -4277434 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -4281728.000000 Penalty: 3680.108154
	Iteration 8Q: 3 clusters Score -4281728 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -4284445.500000 Penalty: 3680.108154
	Iteration 9Q: 3 clusters Score -4284446 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -4285197.000000 Penalty: 3680.108154
	Iteration 10Q: 3 clusters Score -4285197 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -4285388.000000 Penalty: 3680.108154
	Iteration 11Q: 3 clusters Score -4285388 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -4285457.000000 Penalty: 3680.108154
	Iteration 12Q: 3 clusters Score -4285457 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -4285498.000000 Penalty: 3680.108154
	Iteration 13Q: 3 clusters Score -4285498 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -4285509.000000 Penalty: 3680.108154
	Iteration 14Q: 3 clusters Score -4285509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -4285522.500000 Penalty: 3680.108154
	Iteration 15Q: 3 clusters Score -4285522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -4285531.500000 Penalty: 3680.108154
	Iteration 16Q: 3 clusters Score -4285532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -4285540.000000 Penalty: 3680.108154
	Iteration 17Q: 3 clusters Score -4285540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -4285533.000000 Penalty: 3680.108154
	Iteration 18Q: 3 clusters Score -4285533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -4285535.500000 Penalty: 3680.108154
	Iteration 19Q: 3 clusters Score -4285536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4285538.000000 Penalty: 3680.108154
	Iteration 20F: 3 clusters Score -4285538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4285546.000000 Penalty: 3680.108154
	Iteration 21Q: 3 clusters Score -4285546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4285547.000000 Penalty: 3680.108154
	Iteration 22Q: 3 clusters Score -4285547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4285542.000000 Penalty: 3680.108154
	Iteration 23Q: 3 clusters Score -4285542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -4285539.500000 Penalty: 3680.108154
	Iteration 24Q: 3 clusters Score -4285540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -4285539.500000 Penalty: 3680.108154
	Iteration 25Q: 3 clusters Score -4285540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -4285538.500000 Penalty: 3680.108154
	Iteration 26Q: 3 clusters Score -4285538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4285542.500000 Penalty: 3680.108154
	Iteration 27Q: 3 clusters Score -4285542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4285542.500000 Penalty: 3680.108154
	Iteration 28F: 3 clusters Score -4285542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 16635 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 20893 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 50119 members 
Mstep: Class 15 contains 22305 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 205747 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 67451 members 
Entering Unmasked Estep 
Score: -26510652.000000 Penalty: 36418.070312
Splitting cluster 17 changes total score from -26509600.000000 to -26510652.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (205747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205747 members 
Entering Unmasked Estep 
Score: -10742593.000000 Penalty: 1988.090454
	Iteration 0F: 2 clusters Score -1.074259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -10603992.000000 Penalty: 3976.180908
	Iteration 0F: 3 clusters Score -1.060399e+07 nChanged 99855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -10663336.000000 Penalty: 3976.180908
	Iteration 1F: 3 clusters Score -1.066334e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -10665490.000000 Penalty: 3976.180908
	Iteration 2Q: 3 clusters Score -1.066549e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116624 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -10668879.000000 Penalty: 3976.180908
	Iteration 3Q: 3 clusters Score -1.066888e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -10674202.000000 Penalty: 3976.180908
	Iteration 4F: 3 clusters Score -1.06742e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134078 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -10682447.000000 Penalty: 3976.180908
	Iteration 5F: 3 clusters Score -1.068245e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145438 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -10693416.000000 Penalty: 3976.180908
	Iteration 6F: 3 clusters Score -1.069342e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -10704761.000000 Penalty: 3976.180908
	Iteration 7F: 3 clusters Score -1.070476e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -10713688.000000 Penalty: 3976.180908
	Iteration 8F: 3 clusters Score -1.071369e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -10719264.000000 Penalty: 3976.180908
	Iteration 9Q: 3 clusters Score -1.071926e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175454 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -10722660.000000 Penalty: 3976.180908
	Iteration 10Q: 3 clusters Score -1.072266e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179846 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -10725361.000000 Penalty: 3976.180908
	Iteration 11Q: 3 clusters Score -1.072536e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183970 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -10727926.000000 Penalty: 3976.180908
	Iteration 12Q: 3 clusters Score -1.072793e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -10730155.000000 Penalty: 3976.180908
	Iteration 13Q: 3 clusters Score -1.073016e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190751 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -10732164.000000 Penalty: 3976.180908
	Iteration 14Q: 3 clusters Score -1.073216e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193483 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -10734109.000000 Penalty: 3976.180908
	Iteration 15Q: 3 clusters Score -1.073411e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195851 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -10735779.000000 Penalty: 3976.180908
	Iteration 16Q: 3 clusters Score -1.073578e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197767 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -10737135.000000 Penalty: 3976.180908
	Iteration 17Q: 3 clusters Score -1.073714e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199243 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -10738055.000000 Penalty: 3976.180908
	Iteration 18Q: 3 clusters Score -1.073806e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200408 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -10738848.000000 Penalty: 3976.180908
	Iteration 19Q: 3 clusters Score -1.073885e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201304 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -10739377.000000 Penalty: 3976.180908
	Iteration 20F: 3 clusters Score -1.073938e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201963 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10739818.000000 Penalty: 3976.180908
	Iteration 21Q: 3 clusters Score -1.073982e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202440 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -10740064.000000 Penalty: 3976.180908
	Iteration 22Q: 3 clusters Score -1.074006e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202813 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -10740276.000000 Penalty: 3976.180908
	Iteration 23Q: 3 clusters Score -1.074028e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203128 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10740415.000000 Penalty: 3976.180908
	Iteration 24Q: 3 clusters Score -1.074042e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203372 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10740553.000000 Penalty: 3976.180908
	Iteration 25Q: 3 clusters Score -1.074055e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203595 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10740638.000000 Penalty: 3976.180908
	Iteration 26Q: 3 clusters Score -1.074064e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203747 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10740709.000000 Penalty: 3976.180908
	Iteration 27Q: 3 clusters Score -1.074071e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203859 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10740763.000000 Penalty: 3976.180908
	Iteration 28Q: 3 clusters Score -1.074076e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203934 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10740818.000000 Penalty: 3976.180908
	Iteration 29Q: 3 clusters Score -1.074082e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203993 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10740827.000000 Penalty: 3976.180908
	Iteration 30Q: 3 clusters Score -1.074083e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204043 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10740875.000000 Penalty: 3976.180908
	Iteration 31Q: 3 clusters Score -1.074088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204099 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10740907.000000 Penalty: 3976.180908
	Iteration 32Q: 3 clusters Score -1.074091e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204148 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10740930.000000 Penalty: 3976.180908
	Iteration 33Q: 3 clusters Score -1.074093e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204197 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10740916.000000 Penalty: 3976.180908
	Iteration 34Q: 3 clusters Score -1.074092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204238 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10740935.000000 Penalty: 3976.180908
	Iteration 35Q: 3 clusters Score -1.074094e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204273 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10740953.000000 Penalty: 3976.180908
	Iteration 36Q: 3 clusters Score -1.074095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204300 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10740958.000000 Penalty: 3976.180908
	Iteration 37Q: 3 clusters Score -1.074096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204327 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10740966.000000 Penalty: 3976.180908
	Iteration 38Q: 3 clusters Score -1.074097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204358 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10740977.000000 Penalty: 3976.180908
	Iteration 39Q: 3 clusters Score -1.074098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204375 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10740969.000000 Penalty: 3976.180908
	Iteration 40F: 3 clusters Score -1.074097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204386 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10740973.000000 Penalty: 3976.180908
	Iteration 41Q: 3 clusters Score -1.074097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204397 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10740974.000000 Penalty: 3976.180908
	Iteration 42Q: 3 clusters Score -1.074097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204406 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10740993.000000 Penalty: 3976.180908
	Iteration 43Q: 3 clusters Score -1.074099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204415 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10740993.000000 Penalty: 3976.180908
	Iteration 44Q: 3 clusters Score -1.074099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204420 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10741003.000000 Penalty: 3976.180908
	Iteration 45Q: 3 clusters Score -1.0741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204422 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10740999.000000 Penalty: 3976.180908
	Iteration 46Q: 3 clusters Score -1.0741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204428 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10741005.000000 Penalty: 3976.180908
	Iteration 47Q: 3 clusters Score -1.0741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204432 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10741006.000000 Penalty: 3976.180908
	Iteration 48Q: 3 clusters Score -1.074101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204438 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -10741005.000000 Penalty: 3976.180908
	Iteration 49Q: 3 clusters Score -1.0741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204444 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10741009.000000 Penalty: 3976.180908
	Iteration 50Q: 3 clusters Score -1.074101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10741005.000000 Penalty: 3976.180908
	Iteration 51Q: 3 clusters Score -1.0741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204460 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10741002.000000 Penalty: 3976.180908
	Iteration 52Q: 3 clusters Score -1.0741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204469 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10740999.000000 Penalty: 3976.180908
	Iteration 53Q: 3 clusters Score -1.0741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204474 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10740999.000000 Penalty: 3976.180908
	Iteration 54Q: 3 clusters Score -1.0741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204478 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10741003.000000 Penalty: 3976.180908
	Iteration 55Q: 3 clusters Score -1.0741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204481 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10741001.000000 Penalty: 3976.180908
	Iteration 56Q: 3 clusters Score -1.0741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204484 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10741005.000000 Penalty: 3976.180908
	Iteration 57Q: 3 clusters Score -1.0741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204488 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10740996.000000 Penalty: 3976.180908
	Iteration 58Q: 3 clusters Score -1.0741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204489 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10740995.000000 Penalty: 3976.180908
	Iteration 59Q: 3 clusters Score -1.0741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204488 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10740995.000000 Penalty: 3976.180908
	Iteration 60F: 3 clusters Score -1.0741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204488 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10740999.000000 Penalty: 3976.180908
	Iteration 61Q: 3 clusters Score -1.0741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204487 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10740997.000000 Penalty: 3976.180908
	Iteration 62Q: 3 clusters Score -1.0741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204487 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10740997.000000 Penalty: 3976.180908
	Iteration 63F: 3 clusters Score -1.0741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -354812.531250 Penalty: 1443.726685
	Iteration 0F: 2 clusters Score -354812.5 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 3511 members 
Entering Unmasked Estep 
Score: -349382.937500 Penalty: 2887.453369
	Iteration 0F: 3 clusters Score -349382.9 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -351313.281250 Penalty: 2887.453369
	Iteration 1F: 3 clusters Score -351313.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -351993.281250 Penalty: 2887.453369
	Iteration 2F: 3 clusters Score -351993.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -352690.531250 Penalty: 2887.453369
	Iteration 3F: 3 clusters Score -352690.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -353288.406250 Penalty: 2887.453369
	Iteration 4F: 3 clusters Score -353288.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -353700.437500 Penalty: 2887.453369
	Iteration 5F: 3 clusters Score -353700.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -353957.906250 Penalty: 2887.453369
	Iteration 6Q: 3 clusters Score -353957.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -354081.281250 Penalty: 2887.453369
	Iteration 7Q: 3 clusters Score -354081.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -354159.500000 Penalty: 2887.453369
	Iteration 8Q: 3 clusters Score -354159.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -354217.687500 Penalty: 2887.453369
	Iteration 9Q: 3 clusters Score -354217.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -354269.750000 Penalty: 2887.453369
	Iteration 10Q: 3 clusters Score -354269.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -354292.281250 Penalty: 2887.453369
	Iteration 11Q: 3 clusters Score -354292.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -354303.062500 Penalty: 2887.453369
	Iteration 12Q: 3 clusters Score -354303.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -354308.531250 Penalty: 2887.453369
	Iteration 13Q: 3 clusters Score -354308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -354313.687500 Penalty: 2887.453369
	Iteration 14Q: 3 clusters Score -354313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -354318.343750 Penalty: 2887.453369
	Iteration 15Q: 3 clusters Score -354318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -354320.250000 Penalty: 2887.453369
	Iteration 16Q: 3 clusters Score -354320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -354320.937500 Penalty: 2887.453369
	Iteration 17Q: 3 clusters Score -354320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -354321.593750 Penalty: 2887.453369
	Iteration 18Q: 3 clusters Score -354321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -354321.593750 Penalty: 2887.453369
	Iteration 19F: 3 clusters Score -354321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Entering Unmasked Estep 
Score: -3479423.000000 Penalty: 1806.863037
	Iteration 0F: 2 clusters Score -3479423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3434321.750000 Penalty: 3613.726074
	Iteration 0F: 3 clusters Score -3434322 nChanged 31861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -3452440.500000 Penalty: 3613.726074
	Iteration 1F: 3 clusters Score -3452440 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3453260.750000 Penalty: 3613.726074
	Iteration 2Q: 3 clusters Score -3453261 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3454373.500000 Penalty: 3613.726074
	Iteration 3Q: 3 clusters Score -3454374 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3456124.000000 Penalty: 3613.726074
	Iteration 4F: 3 clusters Score -3456124 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3459075.250000 Penalty: 3613.726074
	Iteration 5F: 3 clusters Score -3459075 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3463481.500000 Penalty: 3613.726074
	Iteration 6F: 3 clusters Score -3463482 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3468637.250000 Penalty: 3613.726074
	Iteration 7F: 3 clusters Score -3468637 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3472959.000000 Penalty: 3613.726074
	Iteration 8F: 3 clusters Score -3472959 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3475625.000000 Penalty: 3613.726074
	Iteration 9Q: 3 clusters Score -3475625 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3476897.750000 Penalty: 3613.726074
	Iteration 10Q: 3 clusters Score -3476898 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3477467.250000 Penalty: 3613.726074
	Iteration 11Q: 3 clusters Score -3477467 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3477722.250000 Penalty: 3613.726074
	Iteration 12Q: 3 clusters Score -3477722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3477847.750000 Penalty: 3613.726074
	Iteration 13Q: 3 clusters Score -3477848 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3477964.500000 Penalty: 3613.726074
	Iteration 14Q: 3 clusters Score -3477964 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3478048.750000 Penalty: 3613.726074
	Iteration 15Q: 3 clusters Score -3478049 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3478109.500000 Penalty: 3613.726074
	Iteration 16Q: 3 clusters Score -3478110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3478147.000000 Penalty: 3613.726074
	Iteration 17Q: 3 clusters Score -3478147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3478196.250000 Penalty: 3613.726074
	Iteration 18Q: 3 clusters Score -3478196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3478215.750000 Penalty: 3613.726074
	Iteration 19Q: 3 clusters Score -3478216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3478236.750000 Penalty: 3613.726074
	Iteration 20F: 3 clusters Score -3478237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3478253.000000 Penalty: 3613.726074
	Iteration 21Q: 3 clusters Score -3478253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3478272.500000 Penalty: 3613.726074
	Iteration 22Q: 3 clusters Score -3478272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3478279.000000 Penalty: 3613.726074
	Iteration 23Q: 3 clusters Score -3478279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3478294.750000 Penalty: 3613.726074
	Iteration 24Q: 3 clusters Score -3478295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3478313.750000 Penalty: 3613.726074
	Iteration 25Q: 3 clusters Score -3478314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3478332.000000 Penalty: 3613.726074
	Iteration 26Q: 3 clusters Score -3478332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3478353.250000 Penalty: 3613.726074
	Iteration 27Q: 3 clusters Score -3478353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3478358.500000 Penalty: 3613.726074
	Iteration 28Q: 3 clusters Score -3478358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3478371.750000 Penalty: 3613.726074
	Iteration 29Q: 3 clusters Score -3478372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3478387.500000 Penalty: 3613.726074
	Iteration 30Q: 3 clusters Score -3478388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3478408.500000 Penalty: 3613.726074
	Iteration 31Q: 3 clusters Score -3478408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3478435.000000 Penalty: 3613.726074
	Iteration 32Q: 3 clusters Score -3478435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3478463.250000 Penalty: 3613.726074
	Iteration 33Q: 3 clusters Score -3478463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3478494.500000 Penalty: 3613.726074
	Iteration 34Q: 3 clusters Score -3478494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3478515.750000 Penalty: 3613.726074
	Iteration 35Q: 3 clusters Score -3478516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3478527.000000 Penalty: 3613.726074
	Iteration 36Q: 3 clusters Score -3478527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3478542.000000 Penalty: 3613.726074
	Iteration 37Q: 3 clusters Score -3478542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3478549.000000 Penalty: 3613.726074
	Iteration 38Q: 3 clusters Score -3478549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3478560.000000 Penalty: 3613.726074
	Iteration 39Q: 3 clusters Score -3478560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3478571.750000 Penalty: 3613.726074
	Iteration 40F: 3 clusters Score -3478572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3478588.250000 Penalty: 3613.726074
	Iteration 41Q: 3 clusters Score -3478588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3478605.500000 Penalty: 3613.726074
	Iteration 42Q: 3 clusters Score -3478606 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3478629 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3478650 nChanged 45
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Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3479502 nChanged 99
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Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 2854 members 
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Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 2960 members 
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Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64045 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63944 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63845 members 
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Mstep: Class 1 contains 63747 members 
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Mstep: Class 1 contains 63637 members 
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Mstep: Class 1 contains 63375 members 
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Mstep: Class 1 contains 63294 members 
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Mstep: Class 1 contains 63150 members 
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Mstep: Class 1 contains 63097 members 
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Mstep: Class 1 contains 63031 members 
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	Iteration 81Q: 3 clusters Score -3480008 nChanged 71
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Mstep: Class 1 contains 62962 members 
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Mstep: Class 1 contains 62906 members 
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Mstep: Class 1 contains 62861 members 
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Mstep: Class 1 contains 62824 members 
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Mstep: Class 1 contains 62784 members 
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Mstep: Class 1 contains 62743 members 
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Mstep: Class 1 contains 62711 members 
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Mstep: Class 1 contains 62559 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62494 members 
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Mstep: Class 1 contains 62328 members 
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Mstep: Class 1 contains 62278 members 
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Mstep: Class 1 contains 62195 members 
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Mstep: Class 1 contains 62156 members 
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	Iteration 99Q: 3 clusters Score -3480119 nChanged 42
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Mstep: Class 1 contains 62114 members 
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	Iteration 100F: 3 clusters Score -3480127 nChanged 34
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Mstep: Class 1 contains 62080 members 
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	Iteration 101Q: 3 clusters Score -3480131 nChanged 52
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Mstep: Class 1 contains 62032 members 
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Mstep: Class 1 contains 61982 members 
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	Iteration 103Q: 3 clusters Score -3480154 nChanged 46
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Mstep: Class 1 contains 61936 members 
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	Iteration 104Q: 3 clusters Score -3480148 nChanged 42
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Mstep: Class 1 contains 61894 members 
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	Iteration 105Q: 3 clusters Score -3480146 nChanged 41
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Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 5598 members 
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	Iteration 106Q: 3 clusters Score -3480152 nChanged 38
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Mstep: Class 1 contains 61815 members 
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	Iteration 107Q: 3 clusters Score -3480154 nChanged 43
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Mstep: Class 1 contains 61772 members 
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	Iteration 108Q: 3 clusters Score -3480164 nChanged 52
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Mstep: Class 1 contains 61722 members 
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	Iteration 109Q: 3 clusters Score -3480162 nChanged 55
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Mstep: Class 1 contains 61671 members 
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	Iteration 110Q: 3 clusters Score -3480168 nChanged 60
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Mstep: Class 1 contains 61611 members 
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	Iteration 111Q: 3 clusters Score -3480174 nChanged 58
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Mstep: Class 1 contains 61553 members 
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	Iteration 112Q: 3 clusters Score -3480187 nChanged 49
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Mstep: Class 1 contains 61504 members 
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	Iteration 113Q: 3 clusters Score -3480189 nChanged 45
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Mstep: Class 1 contains 61459 members 
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Score: -3480191.750000 Penalty: 3613.726074
	Iteration 114Q: 3 clusters Score -3480192 nChanged 36
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Mstep: Class 1 contains 61423 members 
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Score: -3480202.250000 Penalty: 3613.726074
	Iteration 115Q: 3 clusters Score -3480202 nChanged 31
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Mstep: Class 1 contains 61392 members 
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	Iteration 116Q: 3 clusters Score -3480200 nChanged 29
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Mstep: Class 1 contains 61363 members 
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	Iteration 117Q: 3 clusters Score -3480204 nChanged 19
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Mstep: Class 1 contains 61346 members 
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	Iteration 118Q: 3 clusters Score -3480209 nChanged 18
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Mstep: Class 1 contains 61330 members 
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	Iteration 119Q: 3 clusters Score -3480210 nChanged 17
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Mstep: Class 1 contains 61313 members 
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	Iteration 120F: 3 clusters Score -3480202 nChanged 14
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Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 6152 members 
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	Iteration 121Q: 3 clusters Score -3480204 nChanged 12
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Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 6164 members 
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	Iteration 122Q: 3 clusters Score -3480206 nChanged 8
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Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 6172 members 
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	Iteration 123Q: 3 clusters Score -3480206 nChanged 10
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Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 6182 members 
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	Iteration 124Q: 3 clusters Score -3480206 nChanged 9
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Mstep: Class 1 contains 61260 members 
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	Iteration 125Q: 3 clusters Score -3480198 nChanged 10
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Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 6201 members 
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	Iteration 126Q: 3 clusters Score -3480197 nChanged 4
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Mstep: Class 1 contains 61246 members 
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	Iteration 127Q: 3 clusters Score -3480198 nChanged 2
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Mstep: Class 1 contains 61244 members 
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	Iteration 128Q: 3 clusters Score -3480198 nChanged 2
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Mstep: Class 1 contains 61244 members 
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	Iteration 129Q: 3 clusters Score -3480200 nChanged 3
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Mstep: Class 1 contains 61241 members 
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	Iteration 130Q: 3 clusters Score -3480198 nChanged 1
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Mstep: Class 1 contains 61240 members 
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	Iteration 131Q: 3 clusters Score -3480202 nChanged 3
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	Iteration 132Q: 3 clusters Score -3480204 nChanged 5
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Mstep: Class 1 contains 61232 members 
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	Iteration 133Q: 3 clusters Score -3480206 nChanged 4
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Mstep: Class 1 contains 61228 members 
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Entering Unmasked Estep 
Score: -3480207.250000 Penalty: 3613.726074
	Iteration 134Q: 3 clusters Score -3480207 nChanged 4
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Entering Unmasked Estep 
Score: -3480206.250000 Penalty: 3613.726074
	Iteration 135Q: 3 clusters Score -3480206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3480202.750000 Penalty: 3613.726074
	Iteration 136Q: 3 clusters Score -3480203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3480207.000000 Penalty: 3613.726074
	Iteration 137Q: 3 clusters Score -3480207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3480202.500000 Penalty: 3613.726074
	Iteration 138Q: 3 clusters Score -3480202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3480199.750000 Penalty: 3613.726074
	Iteration 139Q: 3 clusters Score -3480200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3480199.750000 Penalty: 3613.726074
	Iteration 140F: 3 clusters Score -3480200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3480201.500000 Penalty: 3613.726074
	Iteration 141Q: 3 clusters Score -3480202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3480197.500000 Penalty: 3613.726074
	Iteration 142Q: 3 clusters Score -3480198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3480196.250000 Penalty: 3613.726074
	Iteration 143Q: 3 clusters Score -3480196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3480199.500000 Penalty: 3613.726074
	Iteration 144Q: 3 clusters Score -3480200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3480194.750000 Penalty: 3613.726074
	Iteration 145Q: 3 clusters Score -3480195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3480197.250000 Penalty: 3613.726074
	Iteration 146Q: 3 clusters Score -3480197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3480196.500000 Penalty: 3613.726074
	Iteration 147Q: 3 clusters Score -3480196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3480195.250000 Penalty: 3613.726074
	Iteration 148Q: 3 clusters Score -3480195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3480198.750000 Penalty: 3613.726074
	Iteration 149Q: 3 clusters Score -3480199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3480198.750000 Penalty: 3613.726074
	Iteration 150F: 3 clusters Score -3480199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 16635 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 20893 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 50119 members 
Mstep: Class 15 contains 22305 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 205747 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 61154 members 
Entering Unmasked Estep 
Score: -26511022.000000 Penalty: 38560.308594
Splitting cluster 21 changes total score from -26509600.000000 to -26511022.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 16635 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 20893 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 50119 members 
Mstep: Class 15 contains 22305 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 205747 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 61154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26513826.000000 Penalty: 38560.308594
Iteration 39Q: 19 clusters Score -2.651383e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 4291 members 
Mstep: Class 3 contains 16537 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 73188 members 
Mstep: Class 6 contains 8798 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 21422 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 13 contains 50428 members 
Mstep: Class 15 contains 21998 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 7974 members 
Mstep: Class 18 contains 206592 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 60959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515888.000000 Penalty: 38560.308594
Iteration 40F: 19 clusters Score -2.651589e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 73087 members 
Mstep: Class 6 contains 8832 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 2318 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 50520 members 
Mstep: Class 15 contains 21388 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 18 contains 207243 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 60154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516840.000000 Penalty: 38560.308594
Iteration 41Q: 19 clusters Score -2.651684e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 72875 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 22323 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 12 contains 14032 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 15 contains 20773 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 8465 members 
Mstep: Class 18 contains 207777 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 59630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26517650.000000 Penalty: 38560.308594
Iteration 42Q: 19 clusters Score -2.651765e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 4286 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 72642 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 4373 members 
Mstep: Class 8 contains 22755 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 12 contains 14009 members 
Mstep: Class 13 contains 50604 members 
Mstep: Class 15 contains 20188 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 208234 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 59227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518478.000000 Penalty: 38560.308594
Iteration 43Q: 19 clusters Score -2.651848e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 16227 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 72470 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 4264 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 12 contains 13982 members 
Mstep: Class 13 contains 50587 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 8840 members 
Mstep: Class 18 contains 208608 members 
Mstep: Class 20 contains 7118 members 
Mstep: Class 21 contains 58914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519062.000000 Penalty: 38560.308594
Iteration 44Q: 19 clusters Score -2.651906e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 16150 members 
Mstep: Class 4 contains 2514 members 
Mstep: Class 5 contains 72328 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 4128 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 12 contains 13949 members 
Mstep: Class 13 contains 50567 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 9000 members 
Mstep: Class 18 contains 208978 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 58656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520044.000000 Penalty: 38560.308594
Iteration 45Q: 19 clusters Score -2.652004e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 16079 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 72192 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 23898 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 8981 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 13 contains 50548 members 
Mstep: Class 15 contains 18551 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 9144 members 
Mstep: Class 18 contains 209250 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 58425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520892.000000 Penalty: 38560.308594
Iteration 46Q: 19 clusters Score -2.652089e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 72157 members 
Mstep: Class 6 contains 9391 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 24295 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 50503 members 
Mstep: Class 15 contains 18017 members 
Mstep: Class 16 contains 2341 members 
Mstep: Class 17 contains 9243 members 
Mstep: Class 18 contains 209463 members 
Mstep: Class 20 contains 7007 members 
Mstep: Class 21 contains 58202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521664.000000 Penalty: 38560.308594
Iteration 47Q: 19 clusters Score -2.652166e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 15973 members 
Mstep: Class 4 contains 2580 members 
Mstep: Class 5 contains 72234 members 
Mstep: Class 6 contains 9456 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 24686 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 12 contains 13858 members 
Mstep: Class 13 contains 50451 members 
Mstep: Class 15 contains 17468 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 9322 members 
Mstep: Class 18 contains 209636 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 58001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522526.000000 Penalty: 38560.308594
Iteration 48Q: 19 clusters Score -2.652253e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 15922 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 72356 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 25070 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 9905 members 
Mstep: Class 12 contains 13850 members 
Mstep: Class 13 contains 50383 members 
Mstep: Class 15 contains 16890 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 9380 members 
Mstep: Class 18 contains 209732 members 
Mstep: Class 20 contains 6921 members 
Mstep: Class 21 contains 57836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522932.000000 Penalty: 38560.308594
Iteration 49Q: 19 clusters Score -2.652293e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 15857 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 72498 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 25429 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 10178 members 
Mstep: Class 12 contains 13838 members 
Mstep: Class 13 contains 50317 members 
Mstep: Class 15 contains 16337 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 9415 members 
Mstep: Class 18 contains 209797 members 
Mstep: Class 20 contains 6893 members 
Mstep: Class 21 contains 57717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523376.000000 Penalty: 38560.308594
Iteration 50Q: 19 clusters Score -2.652338e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 15790 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 72645 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 25790 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 12 contains 13828 members 
Mstep: Class 13 contains 50242 members 
Mstep: Class 15 contains 15810 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 9450 members 
Mstep: Class 18 contains 209858 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 57617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523876.000000 Penalty: 38560.308594
Iteration 51Q: 19 clusters Score -2.652388e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 15711 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 72741 members 
Mstep: Class 6 contains 9571 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 26133 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 12 contains 13796 members 
Mstep: Class 13 contains 50167 members 
Mstep: Class 15 contains 15383 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 9468 members 
Mstep: Class 18 contains 209920 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 57527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524280.000000 Penalty: 38560.308594
Iteration 52Q: 19 clusters Score -2.652428e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 15639 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 72805 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 26426 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 12 contains 13766 members 
Mstep: Class 13 contains 50062 members 
Mstep: Class 15 contains 15004 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 9493 members 
Mstep: Class 18 contains 210000 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 21 contains 57461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524504.000000 Penalty: 38560.308594
Iteration 53Q: 19 clusters Score -2.65245e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 15584 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 72889 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 12 contains 13734 members 
Mstep: Class 13 contains 49932 members 
Mstep: Class 15 contains 14697 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 9509 members 
Mstep: Class 18 contains 210075 members 
Mstep: Class 20 contains 6781 members 
Mstep: Class 21 contains 57404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524632.000000 Penalty: 38560.308594
Iteration 54Q: 19 clusters Score -2.652463e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 15507 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 72953 members 
Mstep: Class 6 contains 9596 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 26992 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 49817 members 
Mstep: Class 15 contains 14406 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 210129 members 
Mstep: Class 20 contains 6747 members 
Mstep: Class 21 contains 57344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524898.000000 Penalty: 38560.308594
Iteration 55Q: 19 clusters Score -2.65249e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 15438 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 73029 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 27274 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 11524 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 13 contains 49721 members 
Mstep: Class 15 contains 14132 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 9539 members 
Mstep: Class 18 contains 210152 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 57285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525036.000000 Penalty: 38560.308594
Iteration 56Q: 19 clusters Score -2.652504e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 15356 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 73078 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 27538 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 11682 members 
Mstep: Class 12 contains 13677 members 
Mstep: Class 13 contains 49618 members 
Mstep: Class 15 contains 13917 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 9541 members 
Mstep: Class 18 contains 210191 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 57251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525250.000000 Penalty: 38560.308594
Iteration 57Q: 19 clusters Score -2.652525e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 15280 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 73122 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 27789 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 11815 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 13 contains 49539 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 9541 members 
Mstep: Class 18 contains 210204 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 57211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525332.000000 Penalty: 38560.308594
Iteration 58Q: 19 clusters Score -2.652533e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 15210 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 73139 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 28041 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 11929 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 49458 members 
Mstep: Class 15 contains 13542 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 9541 members 
Mstep: Class 18 contains 210221 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 57184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525534.000000 Penalty: 38560.308594
Iteration 59Q: 19 clusters Score -2.652553e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 15152 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 73143 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 8 contains 28300 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 12 contains 13681 members 
Mstep: Class 13 contains 49393 members 
Mstep: Class 15 contains 13383 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 210216 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 57140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525586.000000 Penalty: 38560.308594
Iteration 60F: 19 clusters Score -2.652559e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 15099 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 73136 members 
Mstep: Class 6 contains 9582 members 
Mstep: Class 7 contains 4135 members 
Mstep: Class 8 contains 28548 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 12148 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 13 contains 49331 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 9525 members 
Mstep: Class 18 contains 210201 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 57107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525738.000000 Penalty: 38560.308594
Iteration 61Q: 19 clusters Score -2.652574e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 73124 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 4158 members 
Mstep: Class 8 contains 28822 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 13 contains 49271 members 
Mstep: Class 15 contains 13095 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 9514 members 
Mstep: Class 18 contains 210192 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 57071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525794.000000 Penalty: 38560.308594
Iteration 62Q: 19 clusters Score -2.652579e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 14990 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 73096 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 29115 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 12321 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 49212 members 
Mstep: Class 15 contains 12959 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 9509 members 
Mstep: Class 18 contains 210217 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 57043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525914.000000 Penalty: 38560.308594
Iteration 63Q: 19 clusters Score -2.652591e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 73087 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 29411 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 12386 members 
Mstep: Class 12 contains 13670 members 
Mstep: Class 13 contains 49161 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 9505 members 
Mstep: Class 18 contains 210221 members 
Mstep: Class 20 contains 6357 members 
Mstep: Class 21 contains 56996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525988.000000 Penalty: 38560.308594
Iteration 64Q: 19 clusters Score -2.652599e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 73091 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 29706 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 12432 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 49109 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 210219 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 56969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526110.000000 Penalty: 38560.308594
Iteration 65Q: 19 clusters Score -2.652611e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 14821 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 73086 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 30041 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 12 contains 13686 members 
Mstep: Class 13 contains 49056 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 9511 members 
Mstep: Class 18 contains 210215 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 56943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526210.000000 Penalty: 38560.308594
Iteration 66Q: 19 clusters Score -2.652621e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 14761 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 73065 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 4295 members 
Mstep: Class 8 contains 30406 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 12513 members 
Mstep: Class 12 contains 13690 members 
Mstep: Class 13 contains 48986 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 210207 members 
Mstep: Class 20 contains 6098 members 
Mstep: Class 21 contains 56902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526298.000000 Penalty: 38560.308594
Iteration 67Q: 19 clusters Score -2.65263e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3838 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 73020 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 30815 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 12558 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 48908 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 9497 members 
Mstep: Class 18 contains 210199 members 
Mstep: Class 20 contains 6004 members 
Mstep: Class 21 contains 56866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526472.000000 Penalty: 38560.308594
Iteration 68Q: 19 clusters Score -2.652647e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 72973 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 31209 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 12587 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 48846 members 
Mstep: Class 15 contains 12167 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 9487 members 
Mstep: Class 18 contains 210212 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 56838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526630.000000 Penalty: 38560.308594
Iteration 69Q: 19 clusters Score -2.652663e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 72923 members 
Mstep: Class 6 contains 9544 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 31611 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 12607 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 48780 members 
Mstep: Class 15 contains 11981 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 9470 members 
Mstep: Class 18 contains 210214 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 56817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526678.000000 Penalty: 38560.308594
Iteration 70Q: 19 clusters Score -2.652668e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 14593 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 5 contains 72896 members 
Mstep: Class 6 contains 9536 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 32028 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 12 contains 13716 members 
Mstep: Class 13 contains 48698 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 210227 members 
Mstep: Class 20 contains 5775 members 
Mstep: Class 21 contains 56788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526884.000000 Penalty: 38560.308594
Iteration 71Q: 19 clusters Score -2.652688e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 72868 members 
Mstep: Class 6 contains 9527 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 32470 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 48590 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 9440 members 
Mstep: Class 18 contains 210234 members 
Mstep: Class 20 contains 5700 members 
Mstep: Class 21 contains 56759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527012.000000 Penalty: 38560.308594
Iteration 72Q: 19 clusters Score -2.652701e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 5 contains 72834 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 32964 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 12699 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 48485 members 
Mstep: Class 15 contains 11414 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 9424 members 
Mstep: Class 18 contains 210226 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 56721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527032.000000 Penalty: 38560.308594
Iteration 73Q: 19 clusters Score -2.652703e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 14524 members 
Mstep: Class 4 contains 2899 members 
Mstep: Class 5 contains 72798 members 
Mstep: Class 6 contains 9532 members 
Mstep: Class 7 contains 4459 members 
Mstep: Class 8 contains 33484 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 48357 members 
Mstep: Class 15 contains 11222 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 210193 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 56676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527048.000000 Penalty: 38560.308594
Iteration 74Q: 19 clusters Score -2.652705e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 72749 members 
Mstep: Class 6 contains 9525 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 12764 members 
Mstep: Class 12 contains 13724 members 
Mstep: Class 13 contains 48239 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 9398 members 
Mstep: Class 18 contains 210163 members 
Mstep: Class 20 contains 5457 members 
Mstep: Class 21 contains 56650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527198.000000 Penalty: 38560.308594
Iteration 75Q: 19 clusters Score -2.65272e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 3814 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 72703 members 
Mstep: Class 6 contains 9521 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 34523 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 12795 members 
Mstep: Class 12 contains 13726 members 
Mstep: Class 13 contains 48104 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 9386 members 
Mstep: Class 18 contains 210133 members 
Mstep: Class 20 contains 5361 members 
Mstep: Class 21 contains 56619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527296.000000 Penalty: 38560.308594
Iteration 76Q: 19 clusters Score -2.65273e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 3819 members 
Mstep: Class 3 contains 14464 members 
Mstep: Class 4 contains 2909 members 
Mstep: Class 5 contains 72658 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 8 contains 35052 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 12831 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 47972 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 210102 members 
Mstep: Class 20 contains 5254 members 
Mstep: Class 21 contains 56589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527462.000000 Penalty: 38560.308594
Iteration 77Q: 19 clusters Score -2.652746e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 72608 members 
Mstep: Class 6 contains 9510 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 35597 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 12 contains 13718 members 
Mstep: Class 13 contains 47840 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 210085 members 
Mstep: Class 20 contains 5142 members 
Mstep: Class 21 contains 56567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527580.000000 Penalty: 38560.308594
Iteration 78Q: 19 clusters Score -2.652758e+07 nChanged 1046
Entering ConstructFrom: 
Score: -26527580.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (17657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Entering Unmasked Estep 
Score: -941034.000000 Penalty: 1589.069214
	Iteration 0F: 2 clusters Score -941034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -929010.562500 Penalty: 3178.138428
	Iteration 0F: 3 clusters Score -929010.6 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -933354.187500 Penalty: 3178.138428
	Iteration 1F: 3 clusters Score -933354.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -933854.937500 Penalty: 3178.138428
	Iteration 2F: 3 clusters Score -933854.9 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -934368.187500 Penalty: 3178.138428
	Iteration 3F: 3 clusters Score -934368.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -935009.750000 Penalty: 3178.138428
	Iteration 4F: 3 clusters Score -935009.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -935728.625000 Penalty: 3178.138428
	Iteration 5F: 3 clusters Score -935728.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -936628.562500 Penalty: 3178.138428
	Iteration 6F: 3 clusters Score -936628.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -937612.000000 Penalty: 3178.138428
	Iteration 7F: 3 clusters Score -937612 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -938386.437500 Penalty: 3178.138428
	Iteration 8F: 3 clusters Score -938386.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -938759.500000 Penalty: 3178.138428
	Iteration 9Q: 3 clusters Score -938759.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -938914.875000 Penalty: 3178.138428
	Iteration 10Q: 3 clusters Score -938914.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -939000.000000 Penalty: 3178.138428
	Iteration 11Q: 3 clusters Score -939000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -939061.375000 Penalty: 3178.138428
	Iteration 12Q: 3 clusters Score -939061.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -939104.500000 Penalty: 3178.138428
	Iteration 13Q: 3 clusters Score -939104.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -939141.437500 Penalty: 3178.138428
	Iteration 14Q: 3 clusters Score -939141.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -939169.500000 Penalty: 3178.138428
	Iteration 15Q: 3 clusters Score -939169.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -939198.500000 Penalty: 3178.138428
	Iteration 16Q: 3 clusters Score -939198.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -939219.000000 Penalty: 3178.138428
	Iteration 17Q: 3 clusters Score -939219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -939237.500000 Penalty: 3178.138428
	Iteration 18Q: 3 clusters Score -939237.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -939255.625000 Penalty: 3178.138428
	Iteration 19Q: 3 clusters Score -939255.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -939270.500000 Penalty: 3178.138428
	Iteration 20F: 3 clusters Score -939270.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -939283.187500 Penalty: 3178.138428
	Iteration 21Q: 3 clusters Score -939283.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -939294.312500 Penalty: 3178.138428
	Iteration 22Q: 3 clusters Score -939294.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -939306.625000 Penalty: 3178.138428
	Iteration 23Q: 3 clusters Score -939306.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -939320.937500 Penalty: 3178.138428
	Iteration 24Q: 3 clusters Score -939320.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -939340.812500 Penalty: 3178.138428
	Iteration 25Q: 3 clusters Score -939340.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -939354.375000 Penalty: 3178.138428
	Iteration 26Q: 3 clusters Score -939354.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -939369.250000 Penalty: 3178.138428
	Iteration 27Q: 3 clusters Score -939369.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -939375.812500 Penalty: 3178.138428
	Iteration 28Q: 3 clusters Score -939375.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -939390.187500 Penalty: 3178.138428
	Iteration 29Q: 3 clusters Score -939390.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -939399.437500 Penalty: 3178.138428
	Iteration 30Q: 3 clusters Score -939399.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -939405.750000 Penalty: 3178.138428
	Iteration 31Q: 3 clusters Score -939405.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -939413.937500 Penalty: 3178.138428
	Iteration 32Q: 3 clusters Score -939413.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -939421.000000 Penalty: 3178.138428
	Iteration 33Q: 3 clusters Score -939421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -939424.687500 Penalty: 3178.138428
	Iteration 34Q: 3 clusters Score -939424.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -939427.500000 Penalty: 3178.138428
	Iteration 35Q: 3 clusters Score -939427.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -939432.937500 Penalty: 3178.138428
	Iteration 36Q: 3 clusters Score -939432.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -939436.687500 Penalty: 3178.138428
	Iteration 37Q: 3 clusters Score -939436.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -939442.750000 Penalty: 3178.138428
	Iteration 38Q: 3 clusters Score -939442.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -939442.562500 Penalty: 3178.138428
	Iteration 39Q: 3 clusters Score -939442.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -939447.250000 Penalty: 3178.138428
	Iteration 40F: 3 clusters Score -939447.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -939451.500000 Penalty: 3178.138428
	Iteration 41Q: 3 clusters Score -939451.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -939455.187500 Penalty: 3178.138428
	Iteration 42Q: 3 clusters Score -939455.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -939457.437500 Penalty: 3178.138428
	Iteration 43Q: 3 clusters Score -939457.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -939459.500000 Penalty: 3178.138428
	Iteration 44Q: 3 clusters Score -939459.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -939467.437500 Penalty: 3178.138428
	Iteration 45Q: 3 clusters Score -939467.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -939472.312500 Penalty: 3178.138428
	Iteration 46Q: 3 clusters Score -939472.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -939473.437500 Penalty: 3178.138428
	Iteration 47Q: 3 clusters Score -939473.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -939480.437500 Penalty: 3178.138428
	Iteration 48Q: 3 clusters Score -939480.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -939486.250000 Penalty: 3178.138428
	Iteration 49Q: 3 clusters Score -939486.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -939496.187500 Penalty: 3178.138428
	Iteration 50Q: 3 clusters Score -939496.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -939503.125000 Penalty: 3178.138428
	Iteration 51Q: 3 clusters Score -939503.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -939510.000000 Penalty: 3178.138428
	Iteration 52Q: 3 clusters Score -939510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -939518.562500 Penalty: 3178.138428
	Iteration 53Q: 3 clusters Score -939518.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -939528.875000 Penalty: 3178.138428
	Iteration 54Q: 3 clusters Score -939528.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -939540.250000 Penalty: 3178.138428
	Iteration 55Q: 3 clusters Score -939540.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -939548.562500 Penalty: 3178.138428
	Iteration 56Q: 3 clusters Score -939548.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -939562.812500 Penalty: 3178.138428
	Iteration 57Q: 3 clusters Score -939562.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -939573.875000 Penalty: 3178.138428
	Iteration 58Q: 3 clusters Score -939573.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -939582.562500 Penalty: 3178.138428
	Iteration 59Q: 3 clusters Score -939582.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -939589.375000 Penalty: 3178.138428
	Iteration 60F: 3 clusters Score -939589.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -939595.812500 Penalty: 3178.138428
	Iteration 61Q: 3 clusters Score -939595.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -939605.000000 Penalty: 3178.138428
	Iteration 62Q: 3 clusters Score -939605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -939606.625000 Penalty: 3178.138428
	Iteration 63Q: 3 clusters Score -939606.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -939612.937500 Penalty: 3178.138428
	Iteration 64Q: 3 clusters Score -939612.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -939617.000000 Penalty: 3178.138428
	Iteration 65Q: 3 clusters Score -939617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -939623.625000 Penalty: 3178.138428
	Iteration 66Q: 3 clusters Score -939623.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -939629.625000 Penalty: 3178.138428
	Iteration 67Q: 3 clusters Score -939629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -939628.187500 Penalty: 3178.138428
	Iteration 68Q: 3 clusters Score -939628.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -939632.937500 Penalty: 3178.138428
	Iteration 69Q: 3 clusters Score -939632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -939633.500000 Penalty: 3178.138428
	Iteration 70Q: 3 clusters Score -939633.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -939638.437500 Penalty: 3178.138428
	Iteration 71Q: 3 clusters Score -939638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -939638.125000 Penalty: 3178.138428
	Iteration 72Q: 3 clusters Score -939638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -939638.375000 Penalty: 3178.138428
	Iteration 73Q: 3 clusters Score -939638.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -939640.562500 Penalty: 3178.138428
	Iteration 74Q: 3 clusters Score -939640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -939641.437500 Penalty: 3178.138428
	Iteration 75Q: 3 clusters Score -939641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -939640.750000 Penalty: 3178.138428
	Iteration 76Q: 3 clusters Score -939640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -939644.187500 Penalty: 3178.138428
	Iteration 77Q: 3 clusters Score -939644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -939645.000000 Penalty: 3178.138428
	Iteration 78Q: 3 clusters Score -939645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -939645.625000 Penalty: 3178.138428
	Iteration 79Q: 3 clusters Score -939645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -939648.750000 Penalty: 3178.138428
	Iteration 80F: 3 clusters Score -939648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -939647.375000 Penalty: 3178.138428
	Iteration 81Q: 3 clusters Score -939647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -939651.187500 Penalty: 3178.138428
	Iteration 82Q: 3 clusters Score -939651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -939652.562500 Penalty: 3178.138428
	Iteration 83Q: 3 clusters Score -939652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -939656.562500 Penalty: 3178.138428
	Iteration 84Q: 3 clusters Score -939656.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -939657.000000 Penalty: 3178.138428
	Iteration 85Q: 3 clusters Score -939657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -939661.250000 Penalty: 3178.138428
	Iteration 86Q: 3 clusters Score -939661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -939663.187500 Penalty: 3178.138428
	Iteration 87Q: 3 clusters Score -939663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -939661.000000 Penalty: 3178.138428
	Iteration 88Q: 3 clusters Score -939661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -939661.750000 Penalty: 3178.138428
	Iteration 89Q: 3 clusters Score -939661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -939661.062500 Penalty: 3178.138428
	Iteration 90Q: 3 clusters Score -939661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -939663.500000 Penalty: 3178.138428
	Iteration 91Q: 3 clusters Score -939663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -939665.125000 Penalty: 3178.138428
	Iteration 92Q: 3 clusters Score -939665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -939666.187500 Penalty: 3178.138428
	Iteration 93Q: 3 clusters Score -939666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -939665.875000 Penalty: 3178.138428
	Iteration 94Q: 3 clusters Score -939665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -939664.687500 Penalty: 3178.138428
	Iteration 95Q: 3 clusters Score -939664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -939667.187500 Penalty: 3178.138428
	Iteration 96Q: 3 clusters Score -939667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -939669.875000 Penalty: 3178.138428
	Iteration 97Q: 3 clusters Score -939669.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -939672.687500 Penalty: 3178.138428
	Iteration 98Q: 3 clusters Score -939672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -939673.625000 Penalty: 3178.138428
	Iteration 99Q: 3 clusters Score -939673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -939675.250000 Penalty: 3178.138428
	Iteration 100F: 3 clusters Score -939675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -939676.375000 Penalty: 3178.138428
	Iteration 101Q: 3 clusters Score -939676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -939676.625000 Penalty: 3178.138428
	Iteration 102Q: 3 clusters Score -939676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -939674.812500 Penalty: 3178.138428
	Iteration 103Q: 3 clusters Score -939674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -939676.187500 Penalty: 3178.138428
	Iteration 104Q: 3 clusters Score -939676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -939676.750000 Penalty: 3178.138428
	Iteration 105Q: 3 clusters Score -939676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -939676.750000 Penalty: 3178.138428
	Iteration 106F: 3 clusters Score -939676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -201157.859375 Penalty: 1340.428467
	Iteration 0F: 2 clusters Score -201157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -197870.640625 Penalty: 2680.856934
	Iteration 0F: 3 clusters Score -197870.6 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -198649.062500 Penalty: 2680.856934
	Iteration 1F: 3 clusters Score -198649.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -198788.015625 Penalty: 2680.856934
	Iteration 2F: 3 clusters Score -198788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -198883.296875 Penalty: 2680.856934
	Iteration 3Q: 3 clusters Score -198883.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -198958.531250 Penalty: 2680.856934
	Iteration 4Q: 3 clusters Score -198958.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -199031.046875 Penalty: 2680.856934
	Iteration 5Q: 3 clusters Score -199031 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -199096.343750 Penalty: 2680.856934
	Iteration 6Q: 3 clusters Score -199096.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -199153.859375 Penalty: 2680.856934
	Iteration 7Q: 3 clusters Score -199153.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -199209.375000 Penalty: 2680.856934
	Iteration 8Q: 3 clusters Score -199209.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -199270.859375 Penalty: 2680.856934
	Iteration 9Q: 3 clusters Score -199270.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -199334.171875 Penalty: 2680.856934
	Iteration 10Q: 3 clusters Score -199334.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -199388.843750 Penalty: 2680.856934
	Iteration 11Q: 3 clusters Score -199388.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -199441.781250 Penalty: 2680.856934
	Iteration 12Q: 3 clusters Score -199441.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -199494.156250 Penalty: 2680.856934
	Iteration 13Q: 3 clusters Score -199494.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -199547.984375 Penalty: 2680.856934
	Iteration 14Q: 3 clusters Score -199548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -199601.640625 Penalty: 2680.856934
	Iteration 15Q: 3 clusters Score -199601.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -199645.750000 Penalty: 2680.856934
	Iteration 16Q: 3 clusters Score -199645.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -199685.109375 Penalty: 2680.856934
	Iteration 17Q: 3 clusters Score -199685.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -199715.671875 Penalty: 2680.856934
	Iteration 18Q: 3 clusters Score -199715.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -199740.500000 Penalty: 2680.856934
	Iteration 19Q: 3 clusters Score -199740.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199757.656250 Penalty: 2680.856934
	Iteration 20F: 3 clusters Score -199757.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -199773.046875 Penalty: 2680.856934
	Iteration 21Q: 3 clusters Score -199773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -199787.937500 Penalty: 2680.856934
	Iteration 22Q: 3 clusters Score -199787.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -199804.593750 Penalty: 2680.856934
	Iteration 23Q: 3 clusters Score -199804.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199819.203125 Penalty: 2680.856934
	Iteration 24Q: 3 clusters Score -199819.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199834.625000 Penalty: 2680.856934
	Iteration 25Q: 3 clusters Score -199834.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199848.484375 Penalty: 2680.856934
	Iteration 26Q: 3 clusters Score -199848.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199861.687500 Penalty: 2680.856934
	Iteration 27Q: 3 clusters Score -199861.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -199879.265625 Penalty: 2680.856934
	Iteration 28Q: 3 clusters Score -199879.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -199906.453125 Penalty: 2680.856934
	Iteration 29Q: 3 clusters Score -199906.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -199928.000000 Penalty: 2680.856934
	Iteration 30Q: 3 clusters Score -199928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -199947.171875 Penalty: 2680.856934
	Iteration 31Q: 3 clusters Score -199947.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -199962.031250 Penalty: 2680.856934
	Iteration 32Q: 3 clusters Score -199962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -199966.562500 Penalty: 2680.856934
	Iteration 33Q: 3 clusters Score -199966.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -199969.968750 Penalty: 2680.856934
	Iteration 34Q: 3 clusters Score -199970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199971.968750 Penalty: 2680.856934
	Iteration 35Q: 3 clusters Score -199972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -199976.062500 Penalty: 2680.856934
	Iteration 36Q: 3 clusters Score -199976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199979.406250 Penalty: 2680.856934
	Iteration 37Q: 3 clusters Score -199979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199984.906250 Penalty: 2680.856934
	Iteration 38Q: 3 clusters Score -199984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199986.046875 Penalty: 2680.856934
	Iteration 39Q: 3 clusters Score -199986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -199987.406250 Penalty: 2680.856934
	Iteration 40F: 3 clusters Score -199987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -199987.734375 Penalty: 2680.856934
	Iteration 41Q: 3 clusters Score -199987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -199987.968750 Penalty: 2680.856934
	Iteration 42Q: 3 clusters Score -199988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -199989.453125 Penalty: 2680.856934
	Iteration 43Q: 3 clusters Score -199989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -199990.125000 Penalty: 2680.856934
	Iteration 44Q: 3 clusters Score -199990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199991.328125 Penalty: 2680.856934
	Iteration 45Q: 3 clusters Score -199991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -199992.765625 Penalty: 2680.856934
	Iteration 46Q: 3 clusters Score -199992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -199995.687500 Penalty: 2680.856934
	Iteration 47Q: 3 clusters Score -199995.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -200000.062500 Penalty: 2680.856934
	Iteration 48Q: 3 clusters Score -200000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -200004.296875 Penalty: 2680.856934
	Iteration 49Q: 3 clusters Score -200004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -200007.046875 Penalty: 2680.856934
	Iteration 50Q: 3 clusters Score -200007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -200010.578125 Penalty: 2680.856934
	Iteration 51Q: 3 clusters Score -200010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -200015.281250 Penalty: 2680.856934
	Iteration 52Q: 3 clusters Score -200015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -200018.687500 Penalty: 2680.856934
	Iteration 53Q: 3 clusters Score -200018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -200022.968750 Penalty: 2680.856934
	Iteration 54Q: 3 clusters Score -200023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -200026.781250 Penalty: 2680.856934
	Iteration 55Q: 3 clusters Score -200026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200028.843750 Penalty: 2680.856934
	Iteration 56Q: 3 clusters Score -200028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -200029.562500 Penalty: 2680.856934
	Iteration 57Q: 3 clusters Score -200029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -200030.843750 Penalty: 2680.856934
	Iteration 58Q: 3 clusters Score -200030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -200031.453125 Penalty: 2680.856934
	Iteration 59Q: 3 clusters Score -200031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -200031.453125 Penalty: 2680.856934
	Iteration 60F: 3 clusters Score -200031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Entering Unmasked Estep 
Score: -753686.875000 Penalty: 1556.137817
	Iteration 0F: 2 clusters Score -753686.9 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 7208 members 
Entering Unmasked Estep 
Score: -743672.937500 Penalty: 3112.275635
	Iteration 0F: 3 clusters Score -743672.9 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -747154.500000 Penalty: 3112.275635
	Iteration 1F: 3 clusters Score -747154.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -747463.500000 Penalty: 3112.275635
	Iteration 2F: 3 clusters Score -747463.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -747769.312500 Penalty: 3112.275635
	Iteration 3Q: 3 clusters Score -747769.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -748100.500000 Penalty: 3112.275635
	Iteration 4Q: 3 clusters Score -748100.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -748460.062500 Penalty: 3112.275635
	Iteration 5Q: 3 clusters Score -748460.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -748884.062500 Penalty: 3112.275635
	Iteration 6F: 3 clusters Score -748884.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -749301.250000 Penalty: 3112.275635
	Iteration 7F: 3 clusters Score -749301.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -749699.375000 Penalty: 3112.275635
	Iteration 8Q: 3 clusters Score -749699.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -750070.312500 Penalty: 3112.275635
	Iteration 9Q: 3 clusters Score -750070.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -750415.062500 Penalty: 3112.275635
	Iteration 10Q: 3 clusters Score -750415.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -750744.562500 Penalty: 3112.275635
	Iteration 11Q: 3 clusters Score -750744.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -751019.625000 Penalty: 3112.275635
	Iteration 12Q: 3 clusters Score -751019.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -751259.500000 Penalty: 3112.275635
	Iteration 13Q: 3 clusters Score -751259.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -751451.187500 Penalty: 3112.275635
	Iteration 14Q: 3 clusters Score -751451.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -751582.687500 Penalty: 3112.275635
	Iteration 15Q: 3 clusters Score -751582.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -751664.062500 Penalty: 3112.275635
	Iteration 16Q: 3 clusters Score -751664.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -751742.875000 Penalty: 3112.275635
	Iteration 17Q: 3 clusters Score -751742.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -751809.750000 Penalty: 3112.275635
	Iteration 18Q: 3 clusters Score -751809.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -751861.812500 Penalty: 3112.275635
	Iteration 19Q: 3 clusters Score -751861.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -751906.312500 Penalty: 3112.275635
	Iteration 20F: 3 clusters Score -751906.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -751948.250000 Penalty: 3112.275635
	Iteration 21Q: 3 clusters Score -751948.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -751987.187500 Penalty: 3112.275635
	Iteration 22Q: 3 clusters Score -751987.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -752025.000000 Penalty: 3112.275635
	Iteration 23Q: 3 clusters Score -752025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -752048.125000 Penalty: 3112.275635
	Iteration 24Q: 3 clusters Score -752048.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -752076.125000 Penalty: 3112.275635
	Iteration 25Q: 3 clusters Score -752076.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -752106.750000 Penalty: 3112.275635
	Iteration 26Q: 3 clusters Score -752106.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -752134.000000 Penalty: 3112.275635
	Iteration 27Q: 3 clusters Score -752134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -752165.125000 Penalty: 3112.275635
	Iteration 28Q: 3 clusters Score -752165.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -752190.312500 Penalty: 3112.275635
	Iteration 29Q: 3 clusters Score -752190.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -752206.187500 Penalty: 3112.275635
	Iteration 30Q: 3 clusters Score -752206.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -752226.250000 Penalty: 3112.275635
	Iteration 31Q: 3 clusters Score -752226.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -752239.562500 Penalty: 3112.275635
	Iteration 32Q: 3 clusters Score -752239.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -752253.562500 Penalty: 3112.275635
	Iteration 33Q: 3 clusters Score -752253.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -752263.625000 Penalty: 3112.275635
	Iteration 34Q: 3 clusters Score -752263.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -752272.062500 Penalty: 3112.275635
	Iteration 35Q: 3 clusters Score -752272.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -752282.125000 Penalty: 3112.275635
	Iteration 36Q: 3 clusters Score -752282.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -752295.687500 Penalty: 3112.275635
	Iteration 37Q: 3 clusters Score -752295.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -752307.312500 Penalty: 3112.275635
	Iteration 38Q: 3 clusters Score -752307.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -752318.375000 Penalty: 3112.275635
	Iteration 39Q: 3 clusters Score -752318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -752327.062500 Penalty: 3112.275635
	Iteration 40F: 3 clusters Score -752327.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -752333.500000 Penalty: 3112.275635
	Iteration 41Q: 3 clusters Score -752333.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -752338.937500 Penalty: 3112.275635
	Iteration 42Q: 3 clusters Score -752338.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -752346.250000 Penalty: 3112.275635
	Iteration 43Q: 3 clusters Score -752346.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -752353.437500 Penalty: 3112.275635
	Iteration 44Q: 3 clusters Score -752353.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -752358.437500 Penalty: 3112.275635
	Iteration 45Q: 3 clusters Score -752358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -752364.812500 Penalty: 3112.275635
	Iteration 46Q: 3 clusters Score -752364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -752370.937500 Penalty: 3112.275635
	Iteration 47Q: 3 clusters Score -752370.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -752376.437500 Penalty: 3112.275635
	Iteration 48Q: 3 clusters Score -752376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -752385.812500 Penalty: 3112.275635
	Iteration 49Q: 3 clusters Score -752385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -752395.875000 Penalty: 3112.275635
	Iteration 50Q: 3 clusters Score -752395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -752404.562500 Penalty: 3112.275635
	Iteration 51Q: 3 clusters Score -752404.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -752410.250000 Penalty: 3112.275635
	Iteration 52Q: 3 clusters Score -752410.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -752413.250000 Penalty: 3112.275635
	Iteration 53Q: 3 clusters Score -752413.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -752417.562500 Penalty: 3112.275635
	Iteration 54Q: 3 clusters Score -752417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -752420.687500 Penalty: 3112.275635
	Iteration 55Q: 3 clusters Score -752420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -752423.437500 Penalty: 3112.275635
	Iteration 56Q: 3 clusters Score -752423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -752425.750000 Penalty: 3112.275635
	Iteration 57Q: 3 clusters Score -752425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -752429.375000 Penalty: 3112.275635
	Iteration 58Q: 3 clusters Score -752429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -752428.437500 Penalty: 3112.275635
	Iteration 59Q: 3 clusters Score -752428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -752431.187500 Penalty: 3112.275635
	Iteration 60F: 3 clusters Score -752431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -752435.687500 Penalty: 3112.275635
	Iteration 61Q: 3 clusters Score -752435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -752435.375000 Penalty: 3112.275635
	Iteration 62Q: 3 clusters Score -752435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -752437.437500 Penalty: 3112.275635
	Iteration 63Q: 3 clusters Score -752437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -752437.187500 Penalty: 3112.275635
	Iteration 64Q: 3 clusters Score -752437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -752437.062500 Penalty: 3112.275635
	Iteration 65Q: 3 clusters Score -752437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -752438.250000 Penalty: 3112.275635
	Iteration 66Q: 3 clusters Score -752438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -752437.500000 Penalty: 3112.275635
	Iteration 67Q: 3 clusters Score -752437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -752442.312500 Penalty: 3112.275635
	Iteration 68Q: 3 clusters Score -752442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -752444.875000 Penalty: 3112.275635
	Iteration 69Q: 3 clusters Score -752444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -752447.437500 Penalty: 3112.275635
	Iteration 70Q: 3 clusters Score -752447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -752448.187500 Penalty: 3112.275635
	Iteration 71Q: 3 clusters Score -752448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -752448.625000 Penalty: 3112.275635
	Iteration 72Q: 3 clusters Score -752448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -752448.937500 Penalty: 3112.275635
	Iteration 73Q: 3 clusters Score -752448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -752448.937500 Penalty: 3112.275635
	Iteration 74Q: 3 clusters Score -752448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -752450.750000 Penalty: 3112.275635
	Iteration 75Q: 3 clusters Score -752450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -752450.750000 Penalty: 3112.275635
	Iteration 76F: 3 clusters Score -752450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -144915.531250 Penalty: 1296.753784
	Iteration 0F: 2 clusters Score -144915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -142244.078125 Penalty: 2593.507568
	Iteration 0F: 3 clusters Score -142244.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -142821.437500 Penalty: 2593.507568
	Iteration 1F: 3 clusters Score -142821.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -142948.187500 Penalty: 2593.507568
	Iteration 2F: 3 clusters Score -142948.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -143046.156250 Penalty: 2593.507568
	Iteration 3F: 3 clusters Score -143046.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -143135.250000 Penalty: 2593.507568
	Iteration 4Q: 3 clusters Score -143135.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -143234.140625 Penalty: 2593.507568
	Iteration 5Q: 3 clusters Score -143234.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -143304.687500 Penalty: 2593.507568
	Iteration 6Q: 3 clusters Score -143304.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -143355.421875 Penalty: 2593.507568
	Iteration 7Q: 3 clusters Score -143355.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -143411.031250 Penalty: 2593.507568
	Iteration 8Q: 3 clusters Score -143411 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -143485.953125 Penalty: 2593.507568
	Iteration 9Q: 3 clusters Score -143486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -143576.781250 Penalty: 2593.507568
	Iteration 10Q: 3 clusters Score -143576.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -143655.609375 Penalty: 2593.507568
	Iteration 11Q: 3 clusters Score -143655.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -143732.640625 Penalty: 2593.507568
	Iteration 12Q: 3 clusters Score -143732.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -143815.421875 Penalty: 2593.507568
	Iteration 13Q: 3 clusters Score -143815.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -143909.218750 Penalty: 2593.507568
	Iteration 14Q: 3 clusters Score -143909.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143987.781250 Penalty: 2593.507568
	Iteration 15Q: 3 clusters Score -143987.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -144028.312500 Penalty: 2593.507568
	Iteration 16Q: 3 clusters Score -144028.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144059.109375 Penalty: 2593.507568
	Iteration 17Q: 3 clusters Score -144059.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144068.593750 Penalty: 2593.507568
	Iteration 18Q: 3 clusters Score -144068.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144075.640625 Penalty: 2593.507568
	Iteration 19Q: 3 clusters Score -144075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -144081.421875 Penalty: 2593.507568
	Iteration 20F: 3 clusters Score -144081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -144087.578125 Penalty: 2593.507568
	Iteration 21Q: 3 clusters Score -144087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -144092.359375 Penalty: 2593.507568
	Iteration 22Q: 3 clusters Score -144092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -144093.031250 Penalty: 2593.507568
	Iteration 23Q: 3 clusters Score -144093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -144094.281250 Penalty: 2593.507568
	Iteration 24Q: 3 clusters Score -144094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144095.656250 Penalty: 2593.507568
	Iteration 25Q: 3 clusters Score -144095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144096.562500 Penalty: 2593.507568
	Iteration 26Q: 3 clusters Score -144096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144097.359375 Penalty: 2593.507568
	Iteration 27Q: 3 clusters Score -144097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144097.359375 Penalty: 2593.507568
	Iteration 28F: 3 clusters Score -144097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Entering Unmasked Estep 
Score: -3779427.500000 Penalty: 1818.669189
	Iteration 0F: 2 clusters Score -3779428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -3730796.000000 Penalty: 3637.338379
	Iteration 0F: 3 clusters Score -3730796 nChanged 34573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -3750752.000000 Penalty: 3637.338379
	Iteration 1F: 3 clusters Score -3750752 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -3751522.000000 Penalty: 3637.338379
	Iteration 2Q: 3 clusters Score -3751522 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3752428.250000 Penalty: 3637.338379
	Iteration 3Q: 3 clusters Score -3752428 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3753537.000000 Penalty: 3637.338379
	Iteration 4Q: 3 clusters Score -3753537 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3755109.000000 Penalty: 3637.338379
	Iteration 5Q: 3 clusters Score -3755109 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3757473.250000 Penalty: 3637.338379
	Iteration 6F: 3 clusters Score -3757473 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3760634.750000 Penalty: 3637.338379
	Iteration 7F: 3 clusters Score -3760635 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3764165.250000 Penalty: 3637.338379
	Iteration 8F: 3 clusters Score -3764165 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3767221.000000 Penalty: 3637.338379
	Iteration 9F: 3 clusters Score -3767221 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3769182.500000 Penalty: 3637.338379
	Iteration 10Q: 3 clusters Score -3769182 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3770210.500000 Penalty: 3637.338379
	Iteration 11Q: 3 clusters Score -3770210 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3770841.250000 Penalty: 3637.338379
	Iteration 12Q: 3 clusters Score -3770841 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3771340.000000 Penalty: 3637.338379
	Iteration 13Q: 3 clusters Score -3771340 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3771781.750000 Penalty: 3637.338379
	Iteration 14Q: 3 clusters Score -3771782 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3772176.000000 Penalty: 3637.338379
	Iteration 15Q: 3 clusters Score -3772176 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3772595.000000 Penalty: 3637.338379
	Iteration 16Q: 3 clusters Score -3772595 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3773024.750000 Penalty: 3637.338379
	Iteration 17Q: 3 clusters Score -3773025 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3773524.250000 Penalty: 3637.338379
	Iteration 18Q: 3 clusters Score -3773524 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3774003.500000 Penalty: 3637.338379
	Iteration 19Q: 3 clusters Score -3774004 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3774500.000000 Penalty: 3637.338379
	Iteration 20F: 3 clusters Score -3774500 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3775027.500000 Penalty: 3637.338379
	Iteration 21Q: 3 clusters Score -3775028 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3775537.250000 Penalty: 3637.338379
	Iteration 22Q: 3 clusters Score -3775537 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3775980.000000 Penalty: 3637.338379
	Iteration 23Q: 3 clusters Score -3775980 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3776357.000000 Penalty: 3637.338379
	Iteration 24Q: 3 clusters Score -3776357 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3776697.250000 Penalty: 3637.338379
	Iteration 25Q: 3 clusters Score -3776697 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3776970.000000 Penalty: 3637.338379
	Iteration 26Q: 3 clusters Score -3776970 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3777204.750000 Penalty: 3637.338379
	Iteration 27Q: 3 clusters Score -3777205 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3777385.250000 Penalty: 3637.338379
	Iteration 28Q: 3 clusters Score -3777385 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3777511.500000 Penalty: 3637.338379
	Iteration 29Q: 3 clusters Score -3777512 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3777592.000000 Penalty: 3637.338379
	Iteration 30Q: 3 clusters Score -3777592 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3777666.000000 Penalty: 3637.338379
	Iteration 31Q: 3 clusters Score -3777666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3777742.000000 Penalty: 3637.338379
	Iteration 32Q: 3 clusters Score -3777742 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3777796.250000 Penalty: 3637.338379
	Iteration 33Q: 3 clusters Score -3777796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3777827.000000 Penalty: 3637.338379
	Iteration 34Q: 3 clusters Score -3777827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3777855.000000 Penalty: 3637.338379
	Iteration 35Q: 3 clusters Score -3777855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3777872.500000 Penalty: 3637.338379
	Iteration 36Q: 3 clusters Score -3777872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3777881.000000 Penalty: 3637.338379
	Iteration 37Q: 3 clusters Score -3777881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3777887.750000 Penalty: 3637.338379
	Iteration 38Q: 3 clusters Score -3777888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3777887.750000 Penalty: 3637.338379
	Iteration 39Q: 3 clusters Score -3777888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3777895.250000 Penalty: 3637.338379
	Iteration 40F: 3 clusters Score -3777895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3777902.750000 Penalty: 3637.338379
	Iteration 41Q: 3 clusters Score -3777903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3777905.750000 Penalty: 3637.338379
	Iteration 42Q: 3 clusters Score -3777906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3777906.500000 Penalty: 3637.338379
	Iteration 43Q: 3 clusters Score -3777906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3777913.500000 Penalty: 3637.338379
	Iteration 44Q: 3 clusters Score -3777914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3777924.500000 Penalty: 3637.338379
	Iteration 45Q: 3 clusters Score -3777924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3777926.000000 Penalty: 3637.338379
	Iteration 46Q: 3 clusters Score -3777926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3777925.250000 Penalty: 3637.338379
	Iteration 47Q: 3 clusters Score -3777925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3777928.500000 Penalty: 3637.338379
	Iteration 48Q: 3 clusters Score -3777928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3777927.500000 Penalty: 3637.338379
	Iteration 49Q: 3 clusters Score -3777928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3777933.750000 Penalty: 3637.338379
	Iteration 50Q: 3 clusters Score -3777934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3777933.750000 Penalty: 3637.338379
	Iteration 51F: 3 clusters Score -3777934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Entering Unmasked Estep 
Score: -416886.625000 Penalty: 1488.550293
	Iteration 0F: 2 clusters Score -416886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -410042.812500 Penalty: 2977.100586
	Iteration 0F: 3 clusters Score -410042.8 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -412287.406250 Penalty: 2977.100586
	Iteration 1F: 3 clusters Score -412287.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -412615.062500 Penalty: 2977.100586
	Iteration 2F: 3 clusters Score -412615.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -412872.718750 Penalty: 2977.100586
	Iteration 3F: 3 clusters Score -412872.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -413101.000000 Penalty: 2977.100586
	Iteration 4F: 3 clusters Score -413101 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -413286.000000 Penalty: 2977.100586
	Iteration 5Q: 3 clusters Score -413286 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -413458.031250 Penalty: 2977.100586
	Iteration 6Q: 3 clusters Score -413458 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -413605.562500 Penalty: 2977.100586
	Iteration 7Q: 3 clusters Score -413605.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -413741.562500 Penalty: 2977.100586
	Iteration 8Q: 3 clusters Score -413741.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -413868.718750 Penalty: 2977.100586
	Iteration 9Q: 3 clusters Score -413868.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -413978.156250 Penalty: 2977.100586
	Iteration 10Q: 3 clusters Score -413978.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -414062.031250 Penalty: 2977.100586
	Iteration 11Q: 3 clusters Score -414062 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -414139.000000 Penalty: 2977.100586
	Iteration 12Q: 3 clusters Score -414139 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -414211.000000 Penalty: 2977.100586
	Iteration 13Q: 3 clusters Score -414211 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -414276.375000 Penalty: 2977.100586
	Iteration 14Q: 3 clusters Score -414276.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -414335.250000 Penalty: 2977.100586
	Iteration 15Q: 3 clusters Score -414335.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -414375.531250 Penalty: 2977.100586
	Iteration 16Q: 3 clusters Score -414375.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -414415.843750 Penalty: 2977.100586
	Iteration 17Q: 3 clusters Score -414415.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -414451.656250 Penalty: 2977.100586
	Iteration 18Q: 3 clusters Score -414451.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -414493.718750 Penalty: 2977.100586
	Iteration 19Q: 3 clusters Score -414493.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -414527.187500 Penalty: 2977.100586
	Iteration 20F: 3 clusters Score -414527.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -414558.000000 Penalty: 2977.100586
	Iteration 21Q: 3 clusters Score -414558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -414592.250000 Penalty: 2977.100586
	Iteration 22Q: 3 clusters Score -414592.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -414637.687500 Penalty: 2977.100586
	Iteration 23Q: 3 clusters Score -414637.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -414684.000000 Penalty: 2977.100586
	Iteration 24Q: 3 clusters Score -414684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -414722.437500 Penalty: 2977.100586
	Iteration 25Q: 3 clusters Score -414722.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -414761.156250 Penalty: 2977.100586
	Iteration 26Q: 3 clusters Score -414761.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -414789.375000 Penalty: 2977.100586
	Iteration 27Q: 3 clusters Score -414789.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -414812.843750 Penalty: 2977.100586
	Iteration 28Q: 3 clusters Score -414812.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -414832.781250 Penalty: 2977.100586
	Iteration 29Q: 3 clusters Score -414832.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -414857.468750 Penalty: 2977.100586
	Iteration 30Q: 3 clusters Score -414857.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -414883.937500 Penalty: 2977.100586
	Iteration 31Q: 3 clusters Score -414883.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -414912.625000 Penalty: 2977.100586
	Iteration 32Q: 3 clusters Score -414912.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -414933.968750 Penalty: 2977.100586
	Iteration 33Q: 3 clusters Score -414934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -414949.375000 Penalty: 2977.100586
	Iteration 34Q: 3 clusters Score -414949.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -414968.218750 Penalty: 2977.100586
	Iteration 35Q: 3 clusters Score -414968.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -414992.531250 Penalty: 2977.100586
	Iteration 36Q: 3 clusters Score -414992.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -415018.187500 Penalty: 2977.100586
	Iteration 37Q: 3 clusters Score -415018.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -415047.375000 Penalty: 2977.100586
	Iteration 38Q: 3 clusters Score -415047.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -415083.500000 Penalty: 2977.100586
	Iteration 39Q: 3 clusters Score -415083.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -415114.843750 Penalty: 2977.100586
	Iteration 40F: 3 clusters Score -415114.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -415147.937500 Penalty: 2977.100586
	Iteration 41Q: 3 clusters Score -415147.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -415179.937500 Penalty: 2977.100586
	Iteration 42Q: 3 clusters Score -415179.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -415210.625000 Penalty: 2977.100586
	Iteration 43Q: 3 clusters Score -415210.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -415238.437500 Penalty: 2977.100586
	Iteration 44Q: 3 clusters Score -415238.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -415259.625000 Penalty: 2977.100586
	Iteration 45Q: 3 clusters Score -415259.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -415280.281250 Penalty: 2977.100586
	Iteration 46Q: 3 clusters Score -415280.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -415305.250000 Penalty: 2977.100586
	Iteration 47Q: 3 clusters Score -415305.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -415326.375000 Penalty: 2977.100586
	Iteration 48Q: 3 clusters Score -415326.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -415351.281250 Penalty: 2977.100586
	Iteration 49Q: 3 clusters Score -415351.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -415378.718750 Penalty: 2977.100586
	Iteration 50Q: 3 clusters Score -415378.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -415405.437500 Penalty: 2977.100586
	Iteration 51Q: 3 clusters Score -415405.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -415427.968750 Penalty: 2977.100586
	Iteration 52Q: 3 clusters Score -415428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -415446.750000 Penalty: 2977.100586
	Iteration 53Q: 3 clusters Score -415446.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -415464.156250 Penalty: 2977.100586
	Iteration 54Q: 3 clusters Score -415464.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -415474.093750 Penalty: 2977.100586
	Iteration 55Q: 3 clusters Score -415474.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -415484.031250 Penalty: 2977.100586
	Iteration 56Q: 3 clusters Score -415484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -415496.218750 Penalty: 2977.100586
	Iteration 57Q: 3 clusters Score -415496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -415505.687500 Penalty: 2977.100586
	Iteration 58Q: 3 clusters Score -415505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -415515.375000 Penalty: 2977.100586
	Iteration 59Q: 3 clusters Score -415515.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -415527.156250 Penalty: 2977.100586
	Iteration 60F: 3 clusters Score -415527.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -415536.312500 Penalty: 2977.100586
	Iteration 61Q: 3 clusters Score -415536.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -415542.250000 Penalty: 2977.100586
	Iteration 62Q: 3 clusters Score -415542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -415552.156250 Penalty: 2977.100586
	Iteration 63Q: 3 clusters Score -415552.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -415558.906250 Penalty: 2977.100586
	Iteration 64Q: 3 clusters Score -415558.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -415566.500000 Penalty: 2977.100586
	Iteration 65Q: 3 clusters Score -415566.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -415577.343750 Penalty: 2977.100586
	Iteration 66Q: 3 clusters Score -415577.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -415585.250000 Penalty: 2977.100586
	Iteration 67Q: 3 clusters Score -415585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -415594.437500 Penalty: 2977.100586
	Iteration 68Q: 3 clusters Score -415594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -415604.281250 Penalty: 2977.100586
	Iteration 69Q: 3 clusters Score -415604.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -415612.531250 Penalty: 2977.100586
	Iteration 70Q: 3 clusters Score -415612.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -415624.062500 Penalty: 2977.100586
	Iteration 71Q: 3 clusters Score -415624.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -415634.781250 Penalty: 2977.100586
	Iteration 72Q: 3 clusters Score -415634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -415642.906250 Penalty: 2977.100586
	Iteration 73Q: 3 clusters Score -415642.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -415648.281250 Penalty: 2977.100586
	Iteration 74Q: 3 clusters Score -415648.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -415653.406250 Penalty: 2977.100586
	Iteration 75Q: 3 clusters Score -415653.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -415657.875000 Penalty: 2977.100586
	Iteration 76Q: 3 clusters Score -415657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -415660.343750 Penalty: 2977.100586
	Iteration 77Q: 3 clusters Score -415660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -415664.250000 Penalty: 2977.100586
	Iteration 78Q: 3 clusters Score -415664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -415667.250000 Penalty: 2977.100586
	Iteration 79Q: 3 clusters Score -415667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -415670.093750 Penalty: 2977.100586
	Iteration 80F: 3 clusters Score -415670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -415672.156250 Penalty: 2977.100586
	Iteration 81Q: 3 clusters Score -415672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -415673.500000 Penalty: 2977.100586
	Iteration 82Q: 3 clusters Score -415673.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -415676.218750 Penalty: 2977.100586
	Iteration 83Q: 3 clusters Score -415676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -415680.937500 Penalty: 2977.100586
	Iteration 84Q: 3 clusters Score -415680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -415684.000000 Penalty: 2977.100586
	Iteration 85Q: 3 clusters Score -415684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -415689.375000 Penalty: 2977.100586
	Iteration 86Q: 3 clusters Score -415689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -415695.031250 Penalty: 2977.100586
	Iteration 87Q: 3 clusters Score -415695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -415700.250000 Penalty: 2977.100586
	Iteration 88Q: 3 clusters Score -415700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -415702.656250 Penalty: 2977.100586
	Iteration 89Q: 3 clusters Score -415702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -415703.968750 Penalty: 2977.100586
	Iteration 90Q: 3 clusters Score -415704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -415708.625000 Penalty: 2977.100586
	Iteration 91Q: 3 clusters Score -415708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -415711.750000 Penalty: 2977.100586
	Iteration 92Q: 3 clusters Score -415711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -415713.062500 Penalty: 2977.100586
	Iteration 93Q: 3 clusters Score -415713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -415713.593750 Penalty: 2977.100586
	Iteration 94Q: 3 clusters Score -415713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -415713.656250 Penalty: 2977.100586
	Iteration 95Q: 3 clusters Score -415713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -415715.093750 Penalty: 2977.100586
	Iteration 96Q: 3 clusters Score -415715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -415717.968750 Penalty: 2977.100586
	Iteration 97Q: 3 clusters Score -415718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -415719.562500 Penalty: 2977.100586
	Iteration 98Q: 3 clusters Score -415719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -415719.625000 Penalty: 2977.100586
	Iteration 99Q: 3 clusters Score -415719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -415720.250000 Penalty: 2977.100586
	Iteration 100F: 3 clusters Score -415720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -415720.812500 Penalty: 2977.100586
	Iteration 101Q: 3 clusters Score -415720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -415721.562500 Penalty: 2977.100586
	Iteration 102Q: 3 clusters Score -415721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -415721.500000 Penalty: 2977.100586
	Iteration 103Q: 3 clusters Score -415721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -415721.500000 Penalty: 2977.100586
	Iteration 104F: 3 clusters Score -415721.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -232674.171875 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -232674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -229001.890625 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -229001.9 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -229964.953125 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -229965 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -230141.875000 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -230141.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -230279.546875 Penalty: 2734.350830
	Iteration 3F: 3 clusters Score -230279.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -230398.156250 Penalty: 2734.350830
	Iteration 4Q: 3 clusters Score -230398.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -230505.843750 Penalty: 2734.350830
	Iteration 5Q: 3 clusters Score -230505.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -230607.296875 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -230607.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -230696.515625 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -230696.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -230776.296875 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -230776.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -230854.593750 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -230854.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -230930.703125 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -230930.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -231015.218750 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -231015.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -231088.687500 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -231088.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -231151.468750 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -231151.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -231201.812500 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -231201.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -231239.468750 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -231239.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -231260.468750 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -231260.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -231278.343750 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -231278.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -231292.765625 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -231292.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -231299.531250 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -231299.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -231307.046875 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -231307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -231315.953125 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -231316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -231330.015625 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -231330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -231340.656250 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -231340.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -231351.484375 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -231351.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -231360.453125 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -231360.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -231372.000000 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -231372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -231380.109375 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -231380.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -231388.375000 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -231388.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -231395.921875 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -231395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -231400.843750 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -231400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -231408.343750 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -231408.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -231416.765625 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -231416.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -231426.265625 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -231426.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -231432.765625 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -231432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -231436.328125 Penalty: 2734.350830
	Iteration 35Q: 3 clusters Score -231436.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -231441.578125 Penalty: 2734.350830
	Iteration 36Q: 3 clusters Score -231441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -231445.140625 Penalty: 2734.350830
	Iteration 37Q: 3 clusters Score -231445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -231447.953125 Penalty: 2734.350830
	Iteration 38Q: 3 clusters Score -231448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -231452.062500 Penalty: 2734.350830
	Iteration 39Q: 3 clusters Score -231452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -231453.468750 Penalty: 2734.350830
	Iteration 40F: 3 clusters Score -231453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -231456.406250 Penalty: 2734.350830
	Iteration 41Q: 3 clusters Score -231456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -231458.156250 Penalty: 2734.350830
	Iteration 42Q: 3 clusters Score -231458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -231459.406250 Penalty: 2734.350830
	Iteration 43Q: 3 clusters Score -231459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -231462.093750 Penalty: 2734.350830
	Iteration 44Q: 3 clusters Score -231462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -231465.937500 Penalty: 2734.350830
	Iteration 45Q: 3 clusters Score -231465.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -231473.609375 Penalty: 2734.350830
	Iteration 46Q: 3 clusters Score -231473.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -231478.453125 Penalty: 2734.350830
	Iteration 47Q: 3 clusters Score -231478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -231481.203125 Penalty: 2734.350830
	Iteration 48Q: 3 clusters Score -231481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -231483.375000 Penalty: 2734.350830
	Iteration 49Q: 3 clusters Score -231483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -231485.375000 Penalty: 2734.350830
	Iteration 50Q: 3 clusters Score -231485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -231487.750000 Penalty: 2734.350830
	Iteration 51Q: 3 clusters Score -231487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -231489.453125 Penalty: 2734.350830
	Iteration 52Q: 3 clusters Score -231489.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -231490.484375 Penalty: 2734.350830
	Iteration 53Q: 3 clusters Score -231490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -231490.593750 Penalty: 2734.350830
	Iteration 54Q: 3 clusters Score -231490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -231491.203125 Penalty: 2734.350830
	Iteration 55Q: 3 clusters Score -231491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -231491.703125 Penalty: 2734.350830
	Iteration 56Q: 3 clusters Score -231491.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -231493.015625 Penalty: 2734.350830
	Iteration 57Q: 3 clusters Score -231493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -231493.031250 Penalty: 2734.350830
	Iteration 58Q: 3 clusters Score -231493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -231494.718750 Penalty: 2734.350830
	Iteration 59Q: 3 clusters Score -231494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -231495.437500 Penalty: 2734.350830
	Iteration 60F: 3 clusters Score -231495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -231495.859375 Penalty: 2734.350830
	Iteration 61Q: 3 clusters Score -231495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -231496.187500 Penalty: 2734.350830
	Iteration 62Q: 3 clusters Score -231496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -231496.750000 Penalty: 2734.350830
	Iteration 63Q: 3 clusters Score -231496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -231496.828125 Penalty: 2734.350830
	Iteration 64Q: 3 clusters Score -231496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -231496.828125 Penalty: 2734.350830
	Iteration 65F: 3 clusters Score -231496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Entering Unmasked Estep 
Score: -1906693.875000 Penalty: 1705.543579
	Iteration 0F: 2 clusters Score -1906694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1882573.375000 Penalty: 3411.087158
	Iteration 0F: 3 clusters Score -1882573 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1892018.375000 Penalty: 3411.087158
	Iteration 1F: 3 clusters Score -1892018 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1892602.500000 Penalty: 3411.087158
	Iteration 2Q: 3 clusters Score -1892602 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1893211.250000 Penalty: 3411.087158
	Iteration 3Q: 3 clusters Score -1893211 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1893901.500000 Penalty: 3411.087158
	Iteration 4Q: 3 clusters Score -1893902 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1894720.875000 Penalty: 3411.087158
	Iteration 5Q: 3 clusters Score -1894721 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1895757.250000 Penalty: 3411.087158
	Iteration 6Q: 3 clusters Score -1895757 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1897073.625000 Penalty: 3411.087158
	Iteration 7F: 3 clusters Score -1897074 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1898513.000000 Penalty: 3411.087158
	Iteration 8F: 3 clusters Score -1898513 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1899531.500000 Penalty: 3411.087158
	Iteration 9F: 3 clusters Score -1899532 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1900067.625000 Penalty: 3411.087158
	Iteration 10Q: 3 clusters Score -1900068 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1900298.625000 Penalty: 3411.087158
	Iteration 11Q: 3 clusters Score -1900299 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1900441.500000 Penalty: 3411.087158
	Iteration 12Q: 3 clusters Score -1900442 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1900571.250000 Penalty: 3411.087158
	Iteration 13Q: 3 clusters Score -1900571 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1900694.750000 Penalty: 3411.087158
	Iteration 14Q: 3 clusters Score -1900695 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1900815.000000 Penalty: 3411.087158
	Iteration 15Q: 3 clusters Score -1900815 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1900957.375000 Penalty: 3411.087158
	Iteration 16Q: 3 clusters Score -1900957 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1901126.375000 Penalty: 3411.087158
	Iteration 17Q: 3 clusters Score -1901126 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1901287.375000 Penalty: 3411.087158
	Iteration 18Q: 3 clusters Score -1901287 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1901431.125000 Penalty: 3411.087158
	Iteration 19Q: 3 clusters Score -1901431 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1901587.250000 Penalty: 3411.087158
	Iteration 20F: 3 clusters Score -1901587 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1901751.750000 Penalty: 3411.087158
	Iteration 21Q: 3 clusters Score -1901752 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1901948.875000 Penalty: 3411.087158
	Iteration 22Q: 3 clusters Score -1901949 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1902136.125000 Penalty: 3411.087158
	Iteration 23Q: 3 clusters Score -1902136 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1902308.250000 Penalty: 3411.087158
	Iteration 24Q: 3 clusters Score -1902308 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1902461.375000 Penalty: 3411.087158
	Iteration 25Q: 3 clusters Score -1902461 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1902603.125000 Penalty: 3411.087158
	Iteration 26Q: 3 clusters Score -1902603 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1902747.125000 Penalty: 3411.087158
	Iteration 27Q: 3 clusters Score -1902747 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1902875.625000 Penalty: 3411.087158
	Iteration 28Q: 3 clusters Score -1902876 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1903003.625000 Penalty: 3411.087158
	Iteration 29Q: 3 clusters Score -1903004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1903146.000000 Penalty: 3411.087158
	Iteration 30Q: 3 clusters Score -1903146 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1903300.625000 Penalty: 3411.087158
	Iteration 31Q: 3 clusters Score -1903301 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1903443.750000 Penalty: 3411.087158
	Iteration 32Q: 3 clusters Score -1903444 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1903614.500000 Penalty: 3411.087158
	Iteration 33Q: 3 clusters Score -1903614 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1903786.500000 Penalty: 3411.087158
	Iteration 34Q: 3 clusters Score -1903786 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1903949.000000 Penalty: 3411.087158
	Iteration 35Q: 3 clusters Score -1903949 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1904111.500000 Penalty: 3411.087158
	Iteration 36Q: 3 clusters Score -1904112 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1904248.375000 Penalty: 3411.087158
	Iteration 37Q: 3 clusters Score -1904248 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1904390.875000 Penalty: 3411.087158
	Iteration 38Q: 3 clusters Score -1904391 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1904511.125000 Penalty: 3411.087158
	Iteration 39Q: 3 clusters Score -1904511 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1904608.750000 Penalty: 3411.087158
	Iteration 40F: 3 clusters Score -1904609 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1904681.750000 Penalty: 3411.087158
	Iteration 41Q: 3 clusters Score -1904682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1904750.250000 Penalty: 3411.087158
	Iteration 42Q: 3 clusters Score -1904750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1904813.250000 Penalty: 3411.087158
	Iteration 43Q: 3 clusters Score -1904813 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1904871.625000 Penalty: 3411.087158
	Iteration 44Q: 3 clusters Score -1904872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1904933.125000 Penalty: 3411.087158
	Iteration 45Q: 3 clusters Score -1904933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1904982.750000 Penalty: 3411.087158
	Iteration 46Q: 3 clusters Score -1904983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1905023.750000 Penalty: 3411.087158
	Iteration 47Q: 3 clusters Score -1905024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1905046.250000 Penalty: 3411.087158
	Iteration 48Q: 3 clusters Score -1905046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1905071.500000 Penalty: 3411.087158
	Iteration 49Q: 3 clusters Score -1905072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1905107.750000 Penalty: 3411.087158
	Iteration 50Q: 3 clusters Score -1905108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1905125.250000 Penalty: 3411.087158
	Iteration 51Q: 3 clusters Score -1905125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1905147.750000 Penalty: 3411.087158
	Iteration 52Q: 3 clusters Score -1905148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1905163.500000 Penalty: 3411.087158
	Iteration 53Q: 3 clusters Score -1905164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1905177.250000 Penalty: 3411.087158
	Iteration 54Q: 3 clusters Score -1905177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1905182.375000 Penalty: 3411.087158
	Iteration 55Q: 3 clusters Score -1905182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1905192.000000 Penalty: 3411.087158
	Iteration 56Q: 3 clusters Score -1905192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1905200.875000 Penalty: 3411.087158
	Iteration 57Q: 3 clusters Score -1905201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1905202.375000 Penalty: 3411.087158
	Iteration 58Q: 3 clusters Score -1905202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1905206.375000 Penalty: 3411.087158
	Iteration 59Q: 3 clusters Score -1905206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1905211.750000 Penalty: 3411.087158
	Iteration 60F: 3 clusters Score -1905212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1905215.125000 Penalty: 3411.087158
	Iteration 61Q: 3 clusters Score -1905215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1905217.500000 Penalty: 3411.087158
	Iteration 62Q: 3 clusters Score -1905218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1905217.875000 Penalty: 3411.087158
	Iteration 63Q: 3 clusters Score -1905218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1905219.625000 Penalty: 3411.087158
	Iteration 64Q: 3 clusters Score -1905220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1905223.750000 Penalty: 3411.087158
	Iteration 65Q: 3 clusters Score -1905224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1905229.625000 Penalty: 3411.087158
	Iteration 66Q: 3 clusters Score -1905230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1905233.125000 Penalty: 3411.087158
	Iteration 67Q: 3 clusters Score -1905233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1905238.000000 Penalty: 3411.087158
	Iteration 68Q: 3 clusters Score -1905238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1905242.750000 Penalty: 3411.087158
	Iteration 69Q: 3 clusters Score -1905243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1905245.250000 Penalty: 3411.087158
	Iteration 70Q: 3 clusters Score -1905245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1905249.500000 Penalty: 3411.087158
	Iteration 71Q: 3 clusters Score -1905250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1905251.250000 Penalty: 3411.087158
	Iteration 72Q: 3 clusters Score -1905251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1905253.000000 Penalty: 3411.087158
	Iteration 73Q: 3 clusters Score -1905253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1905258.000000 Penalty: 3411.087158
	Iteration 74Q: 3 clusters Score -1905258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1905261.375000 Penalty: 3411.087158
	Iteration 75Q: 3 clusters Score -1905261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1905261.000000 Penalty: 3411.087158
	Iteration 76Q: 3 clusters Score -1905261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1905261.250000 Penalty: 3411.087158
	Iteration 77Q: 3 clusters Score -1905261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1905266.500000 Penalty: 3411.087158
	Iteration 78Q: 3 clusters Score -1905266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1905266.500000 Penalty: 3411.087158
	Iteration 79F: 3 clusters Score -1905266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -138252.265625 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -138252.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -135802.718750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -135802.7 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -136333.140625 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -136333.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -136450.265625 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -136450.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -136516.984375 Penalty: 2541.120605
	Iteration 3Q: 3 clusters Score -136517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -136557.984375 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -136558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -136583.375000 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -136583.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -136603.687500 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -136603.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -136625.062500 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -136625.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -136636.734375 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -136636.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -136645.546875 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -136645.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -136651.453125 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -136651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -136657.031250 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -136657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -136660.718750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -136660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -136665.718750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -136665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -136669.296875 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -136669.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -136672.796875 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -136672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -136677.375000 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -136677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -136683.265625 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -136683.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -136691.031250 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -136691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -136699.750000 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -136699.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -136708.453125 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -136708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -136718.000000 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -136718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -136725.718750 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -136725.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -136732.781250 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -136732.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -136739.718750 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -136739.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -136744.531250 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -136744.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -136752.593750 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -136752.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -136759.484375 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -136759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -136763.781250 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -136763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -136770.796875 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -136770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -136775.812500 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -136775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -136783.062500 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -136783.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -136792.671875 Penalty: 2541.120605
	Iteration 32Q: 3 clusters Score -136792.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -136801.734375 Penalty: 2541.120605
	Iteration 33Q: 3 clusters Score -136801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -136809.093750 Penalty: 2541.120605
	Iteration 34Q: 3 clusters Score -136809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -136815.984375 Penalty: 2541.120605
	Iteration 35Q: 3 clusters Score -136816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -136821.250000 Penalty: 2541.120605
	Iteration 36Q: 3 clusters Score -136821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -136826.750000 Penalty: 2541.120605
	Iteration 37Q: 3 clusters Score -136826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -136832.984375 Penalty: 2541.120605
	Iteration 38Q: 3 clusters Score -136833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -136844.078125 Penalty: 2541.120605
	Iteration 39Q: 3 clusters Score -136844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -136856.593750 Penalty: 2541.120605
	Iteration 40F: 3 clusters Score -136856.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -136866.437500 Penalty: 2541.120605
	Iteration 41Q: 3 clusters Score -136866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -136873.531250 Penalty: 2541.120605
	Iteration 42Q: 3 clusters Score -136873.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -136881.687500 Penalty: 2541.120605
	Iteration 43Q: 3 clusters Score -136881.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -136889.843750 Penalty: 2541.120605
	Iteration 44Q: 3 clusters Score -136889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -136898.515625 Penalty: 2541.120605
	Iteration 45Q: 3 clusters Score -136898.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -136911.734375 Penalty: 2541.120605
	Iteration 46Q: 3 clusters Score -136911.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -136919.109375 Penalty: 2541.120605
	Iteration 47Q: 3 clusters Score -136919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -136926.156250 Penalty: 2541.120605
	Iteration 48Q: 3 clusters Score -136926.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -136932.265625 Penalty: 2541.120605
	Iteration 49Q: 3 clusters Score -136932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -136937.640625 Penalty: 2541.120605
	Iteration 50Q: 3 clusters Score -136937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -136942.421875 Penalty: 2541.120605
	Iteration 51Q: 3 clusters Score -136942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -136946.421875 Penalty: 2541.120605
	Iteration 52Q: 3 clusters Score -136946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -136951.515625 Penalty: 2541.120605
	Iteration 53Q: 3 clusters Score -136951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -136955.421875 Penalty: 2541.120605
	Iteration 54Q: 3 clusters Score -136955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -136959.953125 Penalty: 2541.120605
	Iteration 55Q: 3 clusters Score -136960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -136967.656250 Penalty: 2541.120605
	Iteration 56Q: 3 clusters Score -136967.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -136975.578125 Penalty: 2541.120605
	Iteration 57Q: 3 clusters Score -136975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -136985.171875 Penalty: 2541.120605
	Iteration 58Q: 3 clusters Score -136985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -136991.578125 Penalty: 2541.120605
	Iteration 59Q: 3 clusters Score -136991.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -136997.281250 Penalty: 2541.120605
	Iteration 60F: 3 clusters Score -136997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -137001.953125 Penalty: 2541.120605
	Iteration 61Q: 3 clusters Score -137002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -137004.031250 Penalty: 2541.120605
	Iteration 62Q: 3 clusters Score -137004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -137007.859375 Penalty: 2541.120605
	Iteration 63Q: 3 clusters Score -137007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -137012.140625 Penalty: 2541.120605
	Iteration 64Q: 3 clusters Score -137012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -137016.921875 Penalty: 2541.120605
	Iteration 65Q: 3 clusters Score -137016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -137022.828125 Penalty: 2541.120605
	Iteration 66Q: 3 clusters Score -137022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -137026.750000 Penalty: 2541.120605
	Iteration 67Q: 3 clusters Score -137026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -137028.843750 Penalty: 2541.120605
	Iteration 68Q: 3 clusters Score -137028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -137031.609375 Penalty: 2541.120605
	Iteration 69Q: 3 clusters Score -137031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -137033.312500 Penalty: 2541.120605
	Iteration 70Q: 3 clusters Score -137033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -137034.484375 Penalty: 2541.120605
	Iteration 71Q: 3 clusters Score -137034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -137035.421875 Penalty: 2541.120605
	Iteration 72Q: 3 clusters Score -137035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -137037.093750 Penalty: 2541.120605
	Iteration 73Q: 3 clusters Score -137037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -137037.890625 Penalty: 2541.120605
	Iteration 74Q: 3 clusters Score -137037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -137039.062500 Penalty: 2541.120605
	Iteration 75Q: 3 clusters Score -137039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -137042.375000 Penalty: 2541.120605
	Iteration 76Q: 3 clusters Score -137042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -137044.890625 Penalty: 2541.120605
	Iteration 77Q: 3 clusters Score -137044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -137047.437500 Penalty: 2541.120605
	Iteration 78Q: 3 clusters Score -137047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -137051.250000 Penalty: 2541.120605
	Iteration 79Q: 3 clusters Score -137051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -137055.093750 Penalty: 2541.120605
	Iteration 80F: 3 clusters Score -137055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -137059.968750 Penalty: 2541.120605
	Iteration 81Q: 3 clusters Score -137060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -137062.625000 Penalty: 2541.120605
	Iteration 82Q: 3 clusters Score -137062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -137066.843750 Penalty: 2541.120605
	Iteration 83Q: 3 clusters Score -137066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -137068.421875 Penalty: 2541.120605
	Iteration 84Q: 3 clusters Score -137068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -137071.171875 Penalty: 2541.120605
	Iteration 85Q: 3 clusters Score -137071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -137074.812500 Penalty: 2541.120605
	Iteration 86Q: 3 clusters Score -137074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -137077.218750 Penalty: 2541.120605
	Iteration 87Q: 3 clusters Score -137077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -137078.390625 Penalty: 2541.120605
	Iteration 88Q: 3 clusters Score -137078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -137080.000000 Penalty: 2541.120605
	Iteration 89Q: 3 clusters Score -137080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -137080.140625 Penalty: 2541.120605
	Iteration 90Q: 3 clusters Score -137080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -137084.703125 Penalty: 2541.120605
	Iteration 91Q: 3 clusters Score -137084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -137090.281250 Penalty: 2541.120605
	Iteration 92Q: 3 clusters Score -137090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -137093.703125 Penalty: 2541.120605
	Iteration 93Q: 3 clusters Score -137093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -137094.140625 Penalty: 2541.120605
	Iteration 94Q: 3 clusters Score -137094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -137094.609375 Penalty: 2541.120605
	Iteration 95Q: 3 clusters Score -137094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -137095.296875 Penalty: 2541.120605
	Iteration 96Q: 3 clusters Score -137095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -137095.296875 Penalty: 2541.120605
	Iteration 97F: 3 clusters Score -137095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Entering Unmasked Estep 
Score: -692850.750000 Penalty: 1538.084839
	Iteration 0F: 2 clusters Score -692850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -683857.000000 Penalty: 3076.169678
	Iteration 0F: 3 clusters Score -683857 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -686882.062500 Penalty: 3076.169678
	Iteration 1F: 3 clusters Score -686882.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -687205.062500 Penalty: 3076.169678
	Iteration 2F: 3 clusters Score -687205.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -687491.812500 Penalty: 3076.169678
	Iteration 3Q: 3 clusters Score -687491.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -687756.937500 Penalty: 3076.169678
	Iteration 4Q: 3 clusters Score -687756.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -688000.125000 Penalty: 3076.169678
	Iteration 5Q: 3 clusters Score -688000.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -688277.187500 Penalty: 3076.169678
	Iteration 6Q: 3 clusters Score -688277.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -688548.437500 Penalty: 3076.169678
	Iteration 7Q: 3 clusters Score -688548.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -688866.875000 Penalty: 3076.169678
	Iteration 8Q: 3 clusters Score -688866.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -689221.875000 Penalty: 3076.169678
	Iteration 9Q: 3 clusters Score -689221.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -689586.812500 Penalty: 3076.169678
	Iteration 10Q: 3 clusters Score -689586.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -689907.125000 Penalty: 3076.169678
	Iteration 11Q: 3 clusters Score -689907.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -690152.437500 Penalty: 3076.169678
	Iteration 12Q: 3 clusters Score -690152.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -690336.437500 Penalty: 3076.169678
	Iteration 13Q: 3 clusters Score -690336.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -690469.125000 Penalty: 3076.169678
	Iteration 14Q: 3 clusters Score -690469.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -690573.250000 Penalty: 3076.169678
	Iteration 15Q: 3 clusters Score -690573.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -690659.312500 Penalty: 3076.169678
	Iteration 16Q: 3 clusters Score -690659.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -690719.625000 Penalty: 3076.169678
	Iteration 17Q: 3 clusters Score -690719.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -690759.750000 Penalty: 3076.169678
	Iteration 18Q: 3 clusters Score -690759.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -690799.750000 Penalty: 3076.169678
	Iteration 19Q: 3 clusters Score -690799.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -690836.625000 Penalty: 3076.169678
	Iteration 20F: 3 clusters Score -690836.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -690861.875000 Penalty: 3076.169678
	Iteration 21Q: 3 clusters Score -690861.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -690885.375000 Penalty: 3076.169678
	Iteration 22Q: 3 clusters Score -690885.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -690908.687500 Penalty: 3076.169678
	Iteration 23Q: 3 clusters Score -690908.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -690930.625000 Penalty: 3076.169678
	Iteration 24Q: 3 clusters Score -690930.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -690958.687500 Penalty: 3076.169678
	Iteration 25Q: 3 clusters Score -690958.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -690984.312500 Penalty: 3076.169678
	Iteration 26Q: 3 clusters Score -690984.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -691007.375000 Penalty: 3076.169678
	Iteration 27Q: 3 clusters Score -691007.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -691030.187500 Penalty: 3076.169678
	Iteration 28Q: 3 clusters Score -691030.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -691055.875000 Penalty: 3076.169678
	Iteration 29Q: 3 clusters Score -691055.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -691084.625000 Penalty: 3076.169678
	Iteration 30Q: 3 clusters Score -691084.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -691112.625000 Penalty: 3076.169678
	Iteration 31Q: 3 clusters Score -691112.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -691137.562500 Penalty: 3076.169678
	Iteration 32Q: 3 clusters Score -691137.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -691157.937500 Penalty: 3076.169678
	Iteration 33Q: 3 clusters Score -691157.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -691184.000000 Penalty: 3076.169678
	Iteration 34Q: 3 clusters Score -691184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -691207.000000 Penalty: 3076.169678
	Iteration 35Q: 3 clusters Score -691207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -691228.187500 Penalty: 3076.169678
	Iteration 36Q: 3 clusters Score -691228.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -691248.500000 Penalty: 3076.169678
	Iteration 37Q: 3 clusters Score -691248.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -691269.125000 Penalty: 3076.169678
	Iteration 38Q: 3 clusters Score -691269.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -691285.875000 Penalty: 3076.169678
	Iteration 39Q: 3 clusters Score -691285.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -691304.312500 Penalty: 3076.169678
	Iteration 40F: 3 clusters Score -691304.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -691325.062500 Penalty: 3076.169678
	Iteration 41Q: 3 clusters Score -691325.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -691350.125000 Penalty: 3076.169678
	Iteration 42Q: 3 clusters Score -691350.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -691374.875000 Penalty: 3076.169678
	Iteration 43Q: 3 clusters Score -691374.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -691403.437500 Penalty: 3076.169678
	Iteration 44Q: 3 clusters Score -691403.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -691424.375000 Penalty: 3076.169678
	Iteration 45Q: 3 clusters Score -691424.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -691446.000000 Penalty: 3076.169678
	Iteration 46Q: 3 clusters Score -691446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -691462.000000 Penalty: 3076.169678
	Iteration 47Q: 3 clusters Score -691462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -691476.375000 Penalty: 3076.169678
	Iteration 48Q: 3 clusters Score -691476.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -691487.500000 Penalty: 3076.169678
	Iteration 49Q: 3 clusters Score -691487.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -691499.437500 Penalty: 3076.169678
	Iteration 50Q: 3 clusters Score -691499.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -691507.812500 Penalty: 3076.169678
	Iteration 51Q: 3 clusters Score -691507.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -691518.187500 Penalty: 3076.169678
	Iteration 52Q: 3 clusters Score -691518.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -691527.937500 Penalty: 3076.169678
	Iteration 53Q: 3 clusters Score -691527.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -691531.625000 Penalty: 3076.169678
	Iteration 54Q: 3 clusters Score -691531.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -691539.062500 Penalty: 3076.169678
	Iteration 55Q: 3 clusters Score -691539.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -691546.937500 Penalty: 3076.169678
	Iteration 56Q: 3 clusters Score -691546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -691550.625000 Penalty: 3076.169678
	Iteration 57Q: 3 clusters Score -691550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -691558.187500 Penalty: 3076.169678
	Iteration 58Q: 3 clusters Score -691558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -691563.437500 Penalty: 3076.169678
	Iteration 59Q: 3 clusters Score -691563.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -691571.750000 Penalty: 3076.169678
	Iteration 60F: 3 clusters Score -691571.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -691579.187500 Penalty: 3076.169678
	Iteration 61Q: 3 clusters Score -691579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -691584.250000 Penalty: 3076.169678
	Iteration 62Q: 3 clusters Score -691584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -691588.437500 Penalty: 3076.169678
	Iteration 63Q: 3 clusters Score -691588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -691592.875000 Penalty: 3076.169678
	Iteration 64Q: 3 clusters Score -691592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -691598.500000 Penalty: 3076.169678
	Iteration 65Q: 3 clusters Score -691598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -691604.125000 Penalty: 3076.169678
	Iteration 66Q: 3 clusters Score -691604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -691609.312500 Penalty: 3076.169678
	Iteration 67Q: 3 clusters Score -691609.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -691611.187500 Penalty: 3076.169678
	Iteration 68Q: 3 clusters Score -691611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -691614.875000 Penalty: 3076.169678
	Iteration 69Q: 3 clusters Score -691614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -691617.812500 Penalty: 3076.169678
	Iteration 70Q: 3 clusters Score -691617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -691617.875000 Penalty: 3076.169678
	Iteration 71Q: 3 clusters Score -691617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -691618.312500 Penalty: 3076.169678
	Iteration 72Q: 3 clusters Score -691618.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -691618.312500 Penalty: 3076.169678
	Iteration 73F: 3 clusters Score -691618.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Entering Unmasked Estep 
Score: -700412.812500 Penalty: 1548.014893
	Iteration 0F: 2 clusters Score -700412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -690865.875000 Penalty: 3096.029785
	Iteration 0F: 3 clusters Score -690865.9 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -694170.937500 Penalty: 3096.029785
	Iteration 1F: 3 clusters Score -694170.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -694564.312500 Penalty: 3096.029785
	Iteration 2F: 3 clusters Score -694564.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -694972.562500 Penalty: 3096.029785
	Iteration 3F: 3 clusters Score -694972.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -695415.437500 Penalty: 3096.029785
	Iteration 4F: 3 clusters Score -695415.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -695928.062500 Penalty: 3096.029785
	Iteration 5F: 3 clusters Score -695928.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -696506.812500 Penalty: 3096.029785
	Iteration 6F: 3 clusters Score -696506.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -697134.187500 Penalty: 3096.029785
	Iteration 7F: 3 clusters Score -697134.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -697753.375000 Penalty: 3096.029785
	Iteration 8F: 3 clusters Score -697753.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -698263.812500 Penalty: 3096.029785
	Iteration 9Q: 3 clusters Score -698263.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -698696.625000 Penalty: 3096.029785
	Iteration 10Q: 3 clusters Score -698696.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -698996.687500 Penalty: 3096.029785
	Iteration 11Q: 3 clusters Score -698996.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -699212.000000 Penalty: 3096.029785
	Iteration 12Q: 3 clusters Score -699212 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -699369.875000 Penalty: 3096.029785
	Iteration 13Q: 3 clusters Score -699369.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -699466.937500 Penalty: 3096.029785
	Iteration 14Q: 3 clusters Score -699466.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -699509.937500 Penalty: 3096.029785
	Iteration 15Q: 3 clusters Score -699509.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -699534.000000 Penalty: 3096.029785
	Iteration 16Q: 3 clusters Score -699534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -699548.250000 Penalty: 3096.029785
	Iteration 17Q: 3 clusters Score -699548.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -699553.375000 Penalty: 3096.029785
	Iteration 18Q: 3 clusters Score -699553.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -699557.062500 Penalty: 3096.029785
	Iteration 19Q: 3 clusters Score -699557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -699560.875000 Penalty: 3096.029785
	Iteration 20F: 3 clusters Score -699560.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -699564.625000 Penalty: 3096.029785
	Iteration 21Q: 3 clusters Score -699564.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -699566.500000 Penalty: 3096.029785
	Iteration 22Q: 3 clusters Score -699566.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -699570.687500 Penalty: 3096.029785
	Iteration 23Q: 3 clusters Score -699570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -699573.562500 Penalty: 3096.029785
	Iteration 24Q: 3 clusters Score -699573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -699574.125000 Penalty: 3096.029785
	Iteration 25Q: 3 clusters Score -699574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -699575.687500 Penalty: 3096.029785
	Iteration 26Q: 3 clusters Score -699575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -699576.187500 Penalty: 3096.029785
	Iteration 27Q: 3 clusters Score -699576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -699578.750000 Penalty: 3096.029785
	Iteration 28Q: 3 clusters Score -699578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -699578.375000 Penalty: 3096.029785
	Iteration 29Q: 3 clusters Score -699578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -699581.375000 Penalty: 3096.029785
	Iteration 30Q: 3 clusters Score -699581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -699580.500000 Penalty: 3096.029785
	Iteration 31Q: 3 clusters Score -699580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -699579.000000 Penalty: 3096.029785
	Iteration 32Q: 3 clusters Score -699579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -699579.812500 Penalty: 3096.029785
	Iteration 33Q: 3 clusters Score -699579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -699579.812500 Penalty: 3096.029785
	Iteration 34Q: 3 clusters Score -699579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -699580.500000 Penalty: 3096.029785
	Iteration 35Q: 3 clusters Score -699580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -699582.187500 Penalty: 3096.029785
	Iteration 36Q: 3 clusters Score -699582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -699582.187500 Penalty: 3096.029785
	Iteration 37F: 3 clusters Score -699582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Entering Unmasked Estep 
Score: -2485082.000000 Penalty: 1750.650146
	Iteration 0F: 2 clusters Score -2485082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2453068.750000 Penalty: 3501.300293
	Iteration 0F: 3 clusters Score -2453069 nChanged 22464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2465430.500000 Penalty: 3501.300293
	Iteration 1F: 3 clusters Score -2465430 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2465797.500000 Penalty: 3501.300293
	Iteration 2Q: 3 clusters Score -2465798 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2466190.500000 Penalty: 3501.300293
	Iteration 3Q: 3 clusters Score -2466190 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2466681.750000 Penalty: 3501.300293
	Iteration 4Q: 3 clusters Score -2466682 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2467277.000000 Penalty: 3501.300293
	Iteration 5Q: 3 clusters Score -2467277 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -2468157.000000 Penalty: 3501.300293
	Iteration 6Q: 3 clusters Score -2468157 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -2469548.250000 Penalty: 3501.300293
	Iteration 7F: 3 clusters Score -2469548 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -2471719.750000 Penalty: 3501.300293
	Iteration 8F: 3 clusters Score -2471720 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -2474674.000000 Penalty: 3501.300293
	Iteration 9F: 3 clusters Score -2474674 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -2477714.250000 Penalty: 3501.300293
	Iteration 10F: 3 clusters Score -2477714 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -2480047.750000 Penalty: 3501.300293
	Iteration 11F: 3 clusters Score -2480048 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -2481495.250000 Penalty: 3501.300293
	Iteration 12Q: 3 clusters Score -2481495 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -2482342.000000 Penalty: 3501.300293
	Iteration 13Q: 3 clusters Score -2482342 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -2482779.000000 Penalty: 3501.300293
	Iteration 14Q: 3 clusters Score -2482779 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -2483054.000000 Penalty: 3501.300293
	Iteration 15Q: 3 clusters Score -2483054 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -2483242.500000 Penalty: 3501.300293
	Iteration 16Q: 3 clusters Score -2483242 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -2483361.750000 Penalty: 3501.300293
	Iteration 17Q: 3 clusters Score -2483362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -2483438.000000 Penalty: 3501.300293
	Iteration 18Q: 3 clusters Score -2483438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -2483500.000000 Penalty: 3501.300293
	Iteration 19Q: 3 clusters Score -2483500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -2483532.500000 Penalty: 3501.300293
	Iteration 20F: 3 clusters Score -2483532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -2483554.750000 Penalty: 3501.300293
	Iteration 21Q: 3 clusters Score -2483555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -2483566.000000 Penalty: 3501.300293
	Iteration 22Q: 3 clusters Score -2483566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -2483577.250000 Penalty: 3501.300293
	Iteration 23Q: 3 clusters Score -2483577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -2483581.500000 Penalty: 3501.300293
	Iteration 24Q: 3 clusters Score -2483582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -2483586.750000 Penalty: 3501.300293
	Iteration 25Q: 3 clusters Score -2483587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -2483598.000000 Penalty: 3501.300293
	Iteration 26Q: 3 clusters Score -2483598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -2483601.000000 Penalty: 3501.300293
	Iteration 27Q: 3 clusters Score -2483601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -2483605.750000 Penalty: 3501.300293
	Iteration 28Q: 3 clusters Score -2483606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -2483608.500000 Penalty: 3501.300293
	Iteration 29Q: 3 clusters Score -2483608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -2483612.750000 Penalty: 3501.300293
	Iteration 30Q: 3 clusters Score -2483613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -2483617.000000 Penalty: 3501.300293
	Iteration 31Q: 3 clusters Score -2483617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -2483620.000000 Penalty: 3501.300293
	Iteration 32Q: 3 clusters Score -2483620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -2483628.000000 Penalty: 3501.300293
	Iteration 33Q: 3 clusters Score -2483628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -2483638.500000 Penalty: 3501.300293
	Iteration 34Q: 3 clusters Score -2483638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -2483645.250000 Penalty: 3501.300293
	Iteration 35Q: 3 clusters Score -2483645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -2483643.500000 Penalty: 3501.300293
	Iteration 36Q: 3 clusters Score -2483644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -2483645.000000 Penalty: 3501.300293
	Iteration 37Q: 3 clusters Score -2483645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -2483645.000000 Penalty: 3501.300293
	Iteration 38F: 3 clusters Score -2483645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -540857.500000 Penalty: 1502.912964
	Iteration 0F: 2 clusters Score -540857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -533471.250000 Penalty: 3005.825928
	Iteration 0F: 3 clusters Score -533471.2 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -535746.250000 Penalty: 3005.825928
	Iteration 1F: 3 clusters Score -535746.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -535951.937500 Penalty: 3005.825928
	Iteration 2F: 3 clusters Score -535951.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -536093.812500 Penalty: 3005.825928
	Iteration 3Q: 3 clusters Score -536093.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -536213.250000 Penalty: 3005.825928
	Iteration 4Q: 3 clusters Score -536213.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -536310.250000 Penalty: 3005.825928
	Iteration 5Q: 3 clusters Score -536310.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -536401.625000 Penalty: 3005.825928
	Iteration 6Q: 3 clusters Score -536401.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -536503.750000 Penalty: 3005.825928
	Iteration 7Q: 3 clusters Score -536503.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -536602.000000 Penalty: 3005.825928
	Iteration 8Q: 3 clusters Score -536602 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -536699.750000 Penalty: 3005.825928
	Iteration 9Q: 3 clusters Score -536699.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -536822.250000 Penalty: 3005.825928
	Iteration 10Q: 3 clusters Score -536822.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -536992.625000 Penalty: 3005.825928
	Iteration 11Q: 3 clusters Score -536992.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -537216.562500 Penalty: 3005.825928
	Iteration 12Q: 3 clusters Score -537216.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -537527.125000 Penalty: 3005.825928
	Iteration 13Q: 3 clusters Score -537527.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -537903.750000 Penalty: 3005.825928
	Iteration 14Q: 3 clusters Score -537903.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -538249.187500 Penalty: 3005.825928
	Iteration 15Q: 3 clusters Score -538249.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -538546.812500 Penalty: 3005.825928
	Iteration 16Q: 3 clusters Score -538546.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -538777.125000 Penalty: 3005.825928
	Iteration 17Q: 3 clusters Score -538777.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -538965.312500 Penalty: 3005.825928
	Iteration 18Q: 3 clusters Score -538965.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -539102.625000 Penalty: 3005.825928
	Iteration 19Q: 3 clusters Score -539102.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -539206.187500 Penalty: 3005.825928
	Iteration 20F: 3 clusters Score -539206.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -539282.250000 Penalty: 3005.825928
	Iteration 21Q: 3 clusters Score -539282.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -539322.250000 Penalty: 3005.825928
	Iteration 22Q: 3 clusters Score -539322.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -539353.937500 Penalty: 3005.825928
	Iteration 23Q: 3 clusters Score -539353.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -539383.250000 Penalty: 3005.825928
	Iteration 24Q: 3 clusters Score -539383.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -539410.125000 Penalty: 3005.825928
	Iteration 25Q: 3 clusters Score -539410.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -539429.687500 Penalty: 3005.825928
	Iteration 26Q: 3 clusters Score -539429.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -539443.250000 Penalty: 3005.825928
	Iteration 27Q: 3 clusters Score -539443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -539457.437500 Penalty: 3005.825928
	Iteration 28Q: 3 clusters Score -539457.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -539467.000000 Penalty: 3005.825928
	Iteration 29Q: 3 clusters Score -539467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -539472.250000 Penalty: 3005.825928
	Iteration 30Q: 3 clusters Score -539472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -539476.937500 Penalty: 3005.825928
	Iteration 31Q: 3 clusters Score -539476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -539487.375000 Penalty: 3005.825928
	Iteration 32Q: 3 clusters Score -539487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -539490.687500 Penalty: 3005.825928
	Iteration 33Q: 3 clusters Score -539490.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -539498.187500 Penalty: 3005.825928
	Iteration 34Q: 3 clusters Score -539498.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -539505.062500 Penalty: 3005.825928
	Iteration 35Q: 3 clusters Score -539505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -539511.312500 Penalty: 3005.825928
	Iteration 36Q: 3 clusters Score -539511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -539519.375000 Penalty: 3005.825928
	Iteration 37Q: 3 clusters Score -539519.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -539531.125000 Penalty: 3005.825928
	Iteration 38Q: 3 clusters Score -539531.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -539538.625000 Penalty: 3005.825928
	Iteration 39Q: 3 clusters Score -539538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -539545.750000 Penalty: 3005.825928
	Iteration 40F: 3 clusters Score -539545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -539549.437500 Penalty: 3005.825928
	Iteration 41Q: 3 clusters Score -539549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -539553.187500 Penalty: 3005.825928
	Iteration 42Q: 3 clusters Score -539553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -539557.500000 Penalty: 3005.825928
	Iteration 43Q: 3 clusters Score -539557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -539560.687500 Penalty: 3005.825928
	Iteration 44Q: 3 clusters Score -539560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -539560.250000 Penalty: 3005.825928
	Iteration 45Q: 3 clusters Score -539560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -539561.187500 Penalty: 3005.825928
	Iteration 46Q: 3 clusters Score -539561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -539562.187500 Penalty: 3005.825928
	Iteration 47Q: 3 clusters Score -539562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -539562.500000 Penalty: 3005.825928
	Iteration 48Q: 3 clusters Score -539562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -539562.812500 Penalty: 3005.825928
	Iteration 49Q: 3 clusters Score -539562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -539563.500000 Penalty: 3005.825928
	Iteration 50Q: 3 clusters Score -539563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -539566.562500 Penalty: 3005.825928
	Iteration 51Q: 3 clusters Score -539566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -539569.312500 Penalty: 3005.825928
	Iteration 52Q: 3 clusters Score -539569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -539570.312500 Penalty: 3005.825928
	Iteration 53Q: 3 clusters Score -539570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -539571.500000 Penalty: 3005.825928
	Iteration 54Q: 3 clusters Score -539571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -539573.250000 Penalty: 3005.825928
	Iteration 55Q: 3 clusters Score -539573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -539574.312500 Penalty: 3005.825928
	Iteration 56Q: 3 clusters Score -539574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -539574.625000 Penalty: 3005.825928
	Iteration 57Q: 3 clusters Score -539574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -539574.937500 Penalty: 3005.825928
	Iteration 58Q: 3 clusters Score -539574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -539576.500000 Penalty: 3005.825928
	Iteration 59Q: 3 clusters Score -539576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -539579.250000 Penalty: 3005.825928
	Iteration 60F: 3 clusters Score -539579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -539582.500000 Penalty: 3005.825928
	Iteration 61Q: 3 clusters Score -539582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -539584.937500 Penalty: 3005.825928
	Iteration 62Q: 3 clusters Score -539584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -539584.875000 Penalty: 3005.825928
	Iteration 63Q: 3 clusters Score -539584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -539584.875000 Penalty: 3005.825928
	Iteration 64F: 3 clusters Score -539584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -87144.375000 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -87144.38 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 814 members 
Entering Unmasked Estep 
Score: -85285.179688 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -85285.18 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -85625.992188 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -85625.99 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -85709.109375 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -85709.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -85756.593750 Penalty: 2394.710449
	Iteration 3Q: 3 clusters Score -85756.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -85787.273438 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -85787.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -85800.515625 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -85800.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -85816.203125 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -85816.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -85824.921875 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -85824.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -85835.335938 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -85835.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -85843.906250 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -85843.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -85850.531250 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -85850.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -85855.234375 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -85855.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -85860.421875 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -85860.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85866.195312 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -85866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85868.890625 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -85868.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85869.914062 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -85869.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -85870.203125 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -85870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -85870.796875 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -85870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85872.968750 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -85872.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -85874.695312 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -85874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85876.578125 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -85876.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -85879.031250 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -85879.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -85881.007812 Penalty: 2394.710449
	Iteration 22Q: 3 clusters Score -85881.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -85883.773438 Penalty: 2394.710449
	Iteration 23Q: 3 clusters Score -85883.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -85885.617188 Penalty: 2394.710449
	Iteration 24Q: 3 clusters Score -85885.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -85887.875000 Penalty: 2394.710449
	Iteration 25Q: 3 clusters Score -85887.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -85889.187500 Penalty: 2394.710449
	Iteration 26Q: 3 clusters Score -85889.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -85890.570312 Penalty: 2394.710449
	Iteration 27Q: 3 clusters Score -85890.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -85891.554688 Penalty: 2394.710449
	Iteration 28Q: 3 clusters Score -85891.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -85892.390625 Penalty: 2394.710449
	Iteration 29Q: 3 clusters Score -85892.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -85893.257812 Penalty: 2394.710449
	Iteration 30Q: 3 clusters Score -85893.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -85893.781250 Penalty: 2394.710449
	Iteration 31Q: 3 clusters Score -85893.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85894.039062 Penalty: 2394.710449
	Iteration 32Q: 3 clusters Score -85894.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85894.039062 Penalty: 2394.710449
	Iteration 33F: 3 clusters Score -85894.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -494213.625000 Penalty: 1485.149536
	Iteration 0F: 2 clusters Score -494213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -487509.218750 Penalty: 2970.299072
	Iteration 0F: 3 clusters Score -487509.2 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -489508.625000 Penalty: 2970.299072
	Iteration 1F: 3 clusters Score -489508.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -489723.843750 Penalty: 2970.299072
	Iteration 2F: 3 clusters Score -489723.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -489893.937500 Penalty: 2970.299072
	Iteration 3Q: 3 clusters Score -489893.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -490079.312500 Penalty: 2970.299072
	Iteration 4Q: 3 clusters Score -490079.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -490275.718750 Penalty: 2970.299072
	Iteration 5Q: 3 clusters Score -490275.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -490500.312500 Penalty: 2970.299072
	Iteration 6Q: 3 clusters Score -490500.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -490767.968750 Penalty: 2970.299072
	Iteration 7Q: 3 clusters Score -490768 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -491115.968750 Penalty: 2970.299072
	Iteration 8F: 3 clusters Score -491116 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -491525.531250 Penalty: 2970.299072
	Iteration 9F: 3 clusters Score -491525.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -491946.281250 Penalty: 2970.299072
	Iteration 10F: 3 clusters Score -491946.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -492324.937500 Penalty: 2970.299072
	Iteration 11Q: 3 clusters Score -492324.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -492560.625000 Penalty: 2970.299072
	Iteration 12Q: 3 clusters Score -492560.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -492698.531250 Penalty: 2970.299072
	Iteration 13Q: 3 clusters Score -492698.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -492792.406250 Penalty: 2970.299072
	Iteration 14Q: 3 clusters Score -492792.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -492840.062500 Penalty: 2970.299072
	Iteration 15Q: 3 clusters Score -492840.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -492874.875000 Penalty: 2970.299072
	Iteration 16Q: 3 clusters Score -492874.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -492892.218750 Penalty: 2970.299072
	Iteration 17Q: 3 clusters Score -492892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -492908.000000 Penalty: 2970.299072
	Iteration 18Q: 3 clusters Score -492908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -492922.437500 Penalty: 2970.299072
	Iteration 19Q: 3 clusters Score -492922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -492927.812500 Penalty: 2970.299072
	Iteration 20F: 3 clusters Score -492927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -492928.468750 Penalty: 2970.299072
	Iteration 21Q: 3 clusters Score -492928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -492929.718750 Penalty: 2970.299072
	Iteration 22Q: 3 clusters Score -492929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -492930.562500 Penalty: 2970.299072
	Iteration 23Q: 3 clusters Score -492930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -492930.562500 Penalty: 2970.299072
	Iteration 24F: 3 clusters Score -492930.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (210037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210037 members 
Entering Unmasked Estep 
Score: -10955621.000000 Penalty: 1991.443848
	Iteration 0F: 2 clusters Score -1.095562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 104871 members 
Entering Unmasked Estep 
Score: -10814581.000000 Penalty: 3982.887695
	Iteration 0F: 3 clusters Score -1.081458e+07 nChanged 101863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -10874337.000000 Penalty: 3982.887695
	Iteration 1F: 3 clusters Score -1.087434e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111248 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -10875551.000000 Penalty: 3982.887695
	Iteration 2Q: 3 clusters Score -1.087555e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -10877204.000000 Penalty: 3982.887695
	Iteration 3Q: 3 clusters Score -1.08772e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120954 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -10880233.000000 Penalty: 3982.887695
	Iteration 4Q: 3 clusters Score -1.088023e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -10885607.000000 Penalty: 3982.887695
	Iteration 5Q: 3 clusters Score -1.088561e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -10894356.000000 Penalty: 3982.887695
	Iteration 6F: 3 clusters Score -1.089436e+07 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -10906855.000000 Penalty: 3982.887695
	Iteration 7F: 3 clusters Score -1.090686e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -10919665.000000 Penalty: 3982.887695
	Iteration 8F: 3 clusters Score -1.091966e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -10929514.000000 Penalty: 3982.887695
	Iteration 9F: 3 clusters Score -1.092951e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184863 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -10935758.000000 Penalty: 3982.887695
	Iteration 10Q: 3 clusters Score -1.093576e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190086 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -10939925.000000 Penalty: 3982.887695
	Iteration 11Q: 3 clusters Score -1.093992e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194269 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -10942890.000000 Penalty: 3982.887695
	Iteration 12Q: 3 clusters Score -1.094289e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197800 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -10945298.000000 Penalty: 3982.887695
	Iteration 13Q: 3 clusters Score -1.09453e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200800 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -10947296.000000 Penalty: 3982.887695
	Iteration 14Q: 3 clusters Score -1.09473e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203306 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -10949053.000000 Penalty: 3982.887695
	Iteration 15Q: 3 clusters Score -1.094905e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205293 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -10950539.000000 Penalty: 3982.887695
	Iteration 16Q: 3 clusters Score -1.095054e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206816 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10951703.000000 Penalty: 3982.887695
	Iteration 17Q: 3 clusters Score -1.09517e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207929 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10952531.000000 Penalty: 3982.887695
	Iteration 18Q: 3 clusters Score -1.095253e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10953081.000000 Penalty: 3982.887695
	Iteration 19Q: 3 clusters Score -1.095308e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209119 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10953391.000000 Penalty: 3982.887695
	Iteration 20F: 3 clusters Score -1.095339e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209352 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10953538.000000 Penalty: 3982.887695
	Iteration 21Q: 3 clusters Score -1.095354e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209488 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10953624.000000 Penalty: 3982.887695
	Iteration 22Q: 3 clusters Score -1.095362e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209574 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10953683.000000 Penalty: 3982.887695
	Iteration 23Q: 3 clusters Score -1.095368e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209632 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10953743.000000 Penalty: 3982.887695
	Iteration 24Q: 3 clusters Score -1.095374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209671 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10953768.000000 Penalty: 3982.887695
	Iteration 25Q: 3 clusters Score -1.095377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10953794.000000 Penalty: 3982.887695
	Iteration 26Q: 3 clusters Score -1.095379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209719 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10953804.000000 Penalty: 3982.887695
	Iteration 27Q: 3 clusters Score -1.09538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209729 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10953830.000000 Penalty: 3982.887695
	Iteration 28Q: 3 clusters Score -1.095383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209735 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10953834.000000 Penalty: 3982.887695
	Iteration 29Q: 3 clusters Score -1.095383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209740 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10953838.000000 Penalty: 3982.887695
	Iteration 30Q: 3 clusters Score -1.095384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209748 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10953835.000000 Penalty: 3982.887695
	Iteration 31Q: 3 clusters Score -1.095384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209751 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10953842.000000 Penalty: 3982.887695
	Iteration 32Q: 3 clusters Score -1.095384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209752 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10953838.000000 Penalty: 3982.887695
	Iteration 33Q: 3 clusters Score -1.095384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209752 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10953838.000000 Penalty: 3982.887695
	Iteration 34F: 3 clusters Score -1.095384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -246716.296875 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -246716.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -242728.828125 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -242728.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -243881.968750 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -243882 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -244078.812500 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -244078.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -244245.828125 Penalty: 2770.677490
	Iteration 3F: 3 clusters Score -244245.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -244431.718750 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -244431.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -244701.515625 Penalty: 2770.677490
	Iteration 5F: 3 clusters Score -244701.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -244974.343750 Penalty: 2770.677490
	Iteration 6F: 3 clusters Score -244974.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -245248.718750 Penalty: 2770.677490
	Iteration 7F: 3 clusters Score -245248.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -245474.484375 Penalty: 2770.677490
	Iteration 8F: 3 clusters Score -245474.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -245638.218750 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -245638.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -245735.687500 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -245735.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -245800.796875 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -245800.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -245841.687500 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -245841.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -245866.343750 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -245866.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -245881.890625 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -245881.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -245892.734375 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -245892.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -245898.281250 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -245898.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -245902.250000 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -245902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -245905.031250 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -245905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -245906.468750 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -245906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -245907.656250 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -245907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -245908.765625 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -245908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -245910.281250 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -245910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -245910.953125 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -245911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -245911.437500 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -245911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -245911.578125 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -245911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -245911.562500 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -245911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -245911.562500 Penalty: 2770.677490
	Iteration 27F: 3 clusters Score -245911.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Entering Unmasked Estep 
Score: -2927944.250000 Penalty: 1778.169312
	Iteration 0F: 2 clusters Score -2927944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -2889849.250000 Penalty: 3556.338623
	Iteration 0F: 3 clusters Score -2889849 nChanged 26786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2905038.250000 Penalty: 3556.338623
	Iteration 1F: 3 clusters Score -2905038 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2905462.500000 Penalty: 3556.338623
	Iteration 2Q: 3 clusters Score -2905462 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2906086.750000 Penalty: 3556.338623
	Iteration 3Q: 3 clusters Score -2906087 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2907015.750000 Penalty: 3556.338623
	Iteration 4Q: 3 clusters Score -2907016 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2908742.500000 Penalty: 3556.338623
	Iteration 5F: 3 clusters Score -2908742 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2911747.000000 Penalty: 3556.338623
	Iteration 6F: 3 clusters Score -2911747 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2916076.000000 Penalty: 3556.338623
	Iteration 7F: 3 clusters Score -2916076 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2920679.750000 Penalty: 3556.338623
	Iteration 8F: 3 clusters Score -2920680 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2923869.500000 Penalty: 3556.338623
	Iteration 9F: 3 clusters Score -2923870 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2925343.500000 Penalty: 3556.338623
	Iteration 10Q: 3 clusters Score -2925344 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2925918.000000 Penalty: 3556.338623
	Iteration 11Q: 3 clusters Score -2925918 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2926169.500000 Penalty: 3556.338623
	Iteration 12Q: 3 clusters Score -2926170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2926278.250000 Penalty: 3556.338623
	Iteration 13Q: 3 clusters Score -2926278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2926337.500000 Penalty: 3556.338623
	Iteration 14Q: 3 clusters Score -2926338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2926362.250000 Penalty: 3556.338623
	Iteration 15Q: 3 clusters Score -2926362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2926371.000000 Penalty: 3556.338623
	Iteration 16Q: 3 clusters Score -2926371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2926376.250000 Penalty: 3556.338623
	Iteration 17Q: 3 clusters Score -2926376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2926378.250000 Penalty: 3556.338623
	Iteration 18Q: 3 clusters Score -2926378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2926378.250000 Penalty: 3556.338623
	Iteration 19F: 3 clusters Score -2926378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 14418 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 72534 members 
Mstep: Class 6 contains 9512 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 36158 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 47726 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 9315 members 
Mstep: Class 18 contains 210037 members 
Mstep: Class 20 contains 5040 members 
Mstep: Class 21 contains 56533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527812.000000 Penalty: 38560.308594
Iteration 79Q: 19 clusters Score -2.652781e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 14397 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 72464 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 47591 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 9299 members 
Mstep: Class 18 contains 209980 members 
Mstep: Class 20 contains 4936 members 
Mstep: Class 21 contains 56505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527972.000000 Penalty: 38560.308594
Iteration 80F: 19 clusters Score -2.652797e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 14372 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 72368 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 37204 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 12967 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 47486 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 9278 members 
Mstep: Class 18 contains 209939 members 
Mstep: Class 20 contains 4821 members 
Mstep: Class 21 contains 56487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528130.000000 Penalty: 38560.308594
Iteration 81Q: 19 clusters Score -2.652813e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3839 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 72272 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 37683 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 12 contains 13714 members 
Mstep: Class 13 contains 47372 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 9265 members 
Mstep: Class 18 contains 209892 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 56463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528300.000000 Penalty: 38560.308594
Iteration 82Q: 19 clusters Score -2.65283e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 2939 members 
Mstep: Class 5 contains 72206 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 38146 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 12 contains 13710 members 
Mstep: Class 13 contains 47254 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 209857 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 56430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528516.000000 Penalty: 38560.308594
Iteration 83Q: 19 clusters Score -2.652852e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 14314 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 72119 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 4545 members 
Mstep: Class 8 contains 38581 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 13066 members 
Mstep: Class 12 contains 13710 members 
Mstep: Class 13 contains 47152 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 9242 members 
Mstep: Class 18 contains 209816 members 
Mstep: Class 20 contains 4516 members 
Mstep: Class 21 contains 56395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528616.000000 Penalty: 38560.308594
Iteration 84Q: 19 clusters Score -2.652862e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 14295 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 72027 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 39022 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 13099 members 
Mstep: Class 12 contains 13708 members 
Mstep: Class 13 contains 47042 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 209777 members 
Mstep: Class 20 contains 4426 members 
Mstep: Class 21 contains 56372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528750.000000 Penalty: 38560.308594
Iteration 85Q: 19 clusters Score -2.652875e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 71922 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 39436 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 46931 members 
Mstep: Class 15 contains 9735 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 209752 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 56365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528886.000000 Penalty: 38560.308594
Iteration 86Q: 19 clusters Score -2.652889e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3879 members 
Mstep: Class 3 contains 14253 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 71826 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 39834 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 13140 members 
Mstep: Class 12 contains 13717 members 
Mstep: Class 13 contains 46834 members 
Mstep: Class 15 contains 9679 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 209730 members 
Mstep: Class 20 contains 4235 members 
Mstep: Class 21 contains 56363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528972.000000 Penalty: 38560.308594
Iteration 87Q: 19 clusters Score -2.652897e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 71720 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 46725 members 
Mstep: Class 15 contains 9624 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 209720 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 56353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529016.000000 Penalty: 38560.308594
Iteration 88Q: 19 clusters Score -2.652902e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 14220 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 71622 members 
Mstep: Class 6 contains 9481 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 40582 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 12 contains 13727 members 
Mstep: Class 13 contains 46631 members 
Mstep: Class 15 contains 9569 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 209720 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 56344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2140.304932 but Gain 2142.238281
Score: -26529080.000000 Penalty: 36418.070312
Iteration 89Q: 18 clusters Score -2.652908e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 14196 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 71534 members 
Mstep: Class 6 contains 9491 members 
Mstep: Class 7 contains 4575 members 
Mstep: Class 8 contains 40928 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 13232 members 
Mstep: Class 12 contains 14092 members 
Mstep: Class 13 contains 46539 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 17 contains 9155 members 
Mstep: Class 18 contains 210790 members 
Mstep: Class 20 contains 4004 members 
Mstep: Class 21 contains 56347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530926.000000 Penalty: 36418.070312
Iteration 90Q: 18 clusters Score -2.653093e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 14161 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 71417 members 
Mstep: Class 6 contains 9467 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 41242 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 12 contains 14081 members 
Mstep: Class 13 contains 46449 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 210830 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 56334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530978.000000 Penalty: 36418.070312
Iteration 91Q: 18 clusters Score -2.653098e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 71332 members 
Mstep: Class 6 contains 9458 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 41553 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 12 contains 14074 members 
Mstep: Class 13 contains 46354 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 210838 members 
Mstep: Class 20 contains 3887 members 
Mstep: Class 21 contains 56325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531068.000000 Penalty: 36418.070312
Iteration 92Q: 18 clusters Score -2.653107e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 14109 members 
Mstep: Class 4 contains 2960 members 
Mstep: Class 5 contains 71263 members 
Mstep: Class 6 contains 9449 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 41840 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 13299 members 
Mstep: Class 12 contains 14059 members 
Mstep: Class 13 contains 46264 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 17 contains 9106 members 
Mstep: Class 18 contains 210830 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 56321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531024.000000 Penalty: 36418.070312
Iteration 93Q: 18 clusters Score -2.653102e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 14082 members 
Mstep: Class 4 contains 2964 members 
Mstep: Class 5 contains 71211 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 42121 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 13319 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 46185 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 17 contains 9091 members 
Mstep: Class 18 contains 210819 members 
Mstep: Class 20 contains 3780 members 
Mstep: Class 21 contains 56319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531048.000000 Penalty: 36418.070312
Iteration 94Q: 18 clusters Score -2.653105e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 14055 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 71154 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 42366 members 
Mstep: Class 9 contains 2644 members 
Mstep: Class 10 contains 13334 members 
Mstep: Class 12 contains 14015 members 
Mstep: Class 13 contains 46129 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 210801 members 
Mstep: Class 20 contains 3726 members 
Mstep: Class 21 contains 56324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531002.000000 Penalty: 36418.070312
Iteration 95Q: 18 clusters Score -2.6531e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 14030 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 71106 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 42604 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 13351 members 
Mstep: Class 12 contains 14004 members 
Mstep: Class 13 contains 46058 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 17 contains 9081 members 
Mstep: Class 18 contains 210790 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 56314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530978.000000 Penalty: 36418.070312
Iteration 96Q: 18 clusters Score -2.653098e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 71056 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 42839 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 12 contains 13990 members 
Mstep: Class 13 contains 46000 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 18 contains 210776 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 56303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531182.000000 Penalty: 36418.070312
Iteration 97Q: 18 clusters Score -2.653118e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 71014 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 43108 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 13388 members 
Mstep: Class 12 contains 13985 members 
Mstep: Class 13 contains 45941 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 210739 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 56292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531206.000000 Penalty: 36418.070312
Iteration 98Q: 18 clusters Score -2.653121e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 13949 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 70973 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 4591 members 
Mstep: Class 8 contains 43345 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 13400 members 
Mstep: Class 12 contains 13983 members 
Mstep: Class 13 contains 45901 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 17 contains 9039 members 
Mstep: Class 18 contains 210703 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 56274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531180.000000 Penalty: 36418.070312
Iteration 99Q: 18 clusters Score -2.653118e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 70928 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 4591 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 13411 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 45861 members 
Mstep: Class 15 contains 9040 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 210679 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 56261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531240.000000 Penalty: 36418.070312
Iteration 100F: 18 clusters Score -2.653124e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 13885 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 70885 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 43783 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 13431 members 
Mstep: Class 12 contains 13974 members 
Mstep: Class 13 contains 45824 members 
Mstep: Class 15 contains 9002 members 
Mstep: Class 17 contains 9004 members 
Mstep: Class 18 contains 210660 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 56261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531208.000000 Penalty: 36418.070312
Iteration 101Q: 18 clusters Score -2.653121e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 70847 members 
Mstep: Class 6 contains 9426 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 43974 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 13447 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 45784 members 
Mstep: Class 15 contains 8953 members 
Mstep: Class 17 contains 8996 members 
Mstep: Class 18 contains 210643 members 
Mstep: Class 20 contains 3505 members 
Mstep: Class 21 contains 56256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531290.000000 Penalty: 36418.070312
Iteration 102Q: 18 clusters Score -2.653129e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 70815 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 44147 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 45749 members 
Mstep: Class 15 contains 8910 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 210621 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 56248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531294.000000 Penalty: 36418.070312
Iteration 103Q: 18 clusters Score -2.653129e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 70773 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 44334 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 45710 members 
Mstep: Class 15 contains 8860 members 
Mstep: Class 17 contains 8982 members 
Mstep: Class 18 contains 210590 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 56242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531340.000000 Penalty: 36418.070312
Iteration 104Q: 18 clusters Score -2.653134e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 4041 members 
Mstep: Class 3 contains 13777 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 70715 members 
Mstep: Class 6 contains 9440 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 44533 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 12 contains 13962 members 
Mstep: Class 13 contains 45667 members 
Mstep: Class 15 contains 8803 members 
Mstep: Class 17 contains 8975 members 
Mstep: Class 18 contains 210567 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 56240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531368.000000 Penalty: 36418.070312
Iteration 105Q: 18 clusters Score -2.653137e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 13754 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 70668 members 
Mstep: Class 6 contains 9440 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 44731 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 13513 members 
Mstep: Class 12 contains 13959 members 
Mstep: Class 13 contains 45636 members 
Mstep: Class 15 contains 8750 members 
Mstep: Class 17 contains 8965 members 
Mstep: Class 18 contains 210545 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 56236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531436.000000 Penalty: 36418.070312
Iteration 106Q: 18 clusters Score -2.653144e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 13727 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70614 members 
Mstep: Class 6 contains 9442 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 44918 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 13524 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 45605 members 
Mstep: Class 15 contains 8698 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 210519 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 56240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531498.000000 Penalty: 36418.070312
Iteration 107Q: 18 clusters Score -2.65315e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 13692 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70569 members 
Mstep: Class 6 contains 9439 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 45081 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 13539 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 45583 members 
Mstep: Class 15 contains 8655 members 
Mstep: Class 17 contains 8960 members 
Mstep: Class 18 contains 210491 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 56241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531512.000000 Penalty: 36418.070312
Iteration 108Q: 18 clusters Score -2.653151e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 13652 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70524 members 
Mstep: Class 6 contains 9439 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 45224 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 45566 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 210472 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 56238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531586.000000 Penalty: 36418.070312
Iteration 109Q: 18 clusters Score -2.653159e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 4099 members 
Mstep: Class 3 contains 13603 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70481 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 45376 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 12 contains 13955 members 
Mstep: Class 13 contains 45554 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 17 contains 8959 members 
Mstep: Class 18 contains 210455 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 56239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531588.000000 Penalty: 36418.070312
Iteration 110Q: 18 clusters Score -2.653159e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 13556 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70446 members 
Mstep: Class 6 contains 9439 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 45506 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 12 contains 13955 members 
Mstep: Class 13 contains 45545 members 
Mstep: Class 15 contains 8575 members 
Mstep: Class 17 contains 8960 members 
Mstep: Class 18 contains 210431 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 56247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531638.000000 Penalty: 36418.070312
Iteration 111Q: 18 clusters Score -2.653164e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70427 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 45627 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 13592 members 
Mstep: Class 12 contains 13954 members 
Mstep: Class 13 contains 45531 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 17 contains 8959 members 
Mstep: Class 18 contains 210403 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 56255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531650.000000 Penalty: 36418.070312
Iteration 112Q: 18 clusters Score -2.653165e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 4099 members 
Mstep: Class 3 contains 13472 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70408 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 45723 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 13602 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 45507 members 
Mstep: Class 15 contains 8541 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 210386 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 56260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531630.000000 Penalty: 36418.070312
Iteration 113Q: 18 clusters Score -2.653163e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 13433 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70386 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 45810 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45487 members 
Mstep: Class 15 contains 8531 members 
Mstep: Class 17 contains 8960 members 
Mstep: Class 18 contains 210379 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 56279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531650.000000 Penalty: 36418.070312
Iteration 114Q: 18 clusters Score -2.653165e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 13390 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70365 members 
Mstep: Class 6 contains 9449 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 45908 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 13620 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45477 members 
Mstep: Class 15 contains 8510 members 
Mstep: Class 17 contains 8956 members 
Mstep: Class 18 contains 210365 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 56285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531614.000000 Penalty: 36418.070312
Iteration 115Q: 18 clusters Score -2.653161e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 13342 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70353 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 45999 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 13622 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45466 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 210345 members 
Mstep: Class 20 contains 3323 members 
Mstep: Class 21 contains 56291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531652.000000 Penalty: 36418.070312
Iteration 116Q: 18 clusters Score -2.653165e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 13298 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70337 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 46085 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45457 members 
Mstep: Class 15 contains 8479 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 210334 members 
Mstep: Class 20 contains 3320 members 
Mstep: Class 21 contains 56288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531678.000000 Penalty: 36418.070312
Iteration 117Q: 18 clusters Score -2.653168e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 13244 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70320 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 46186 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45456 members 
Mstep: Class 15 contains 8454 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 210329 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 56295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531796.000000 Penalty: 36418.070312
Iteration 118Q: 18 clusters Score -2.65318e+07 nChanged 180
Entering ConstructFrom: 
Score: -26531796.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Entering Unmasked Estep 
Score: -923361.375000 Penalty: 1585.909668
	Iteration 0F: 2 clusters Score -923361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -911482.937500 Penalty: 3171.819336
	Iteration 0F: 3 clusters Score -911482.9 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -915846.500000 Penalty: 3171.819336
	Iteration 1F: 3 clusters Score -915846.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -916251.375000 Penalty: 3171.819336
	Iteration 2F: 3 clusters Score -916251.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -916628.500000 Penalty: 3171.819336
	Iteration 3Q: 3 clusters Score -916628.5 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -917034.437500 Penalty: 3171.819336
	Iteration 4Q: 3 clusters Score -917034.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -917491.500000 Penalty: 3171.819336
	Iteration 5Q: 3 clusters Score -917491.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -918012.875000 Penalty: 3171.819336
	Iteration 6Q: 3 clusters Score -918012.9 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -918611.437500 Penalty: 3171.819336
	Iteration 7F: 3 clusters Score -918611.4 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -919292.437500 Penalty: 3171.819336
	Iteration 8F: 3 clusters Score -919292.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -919834.812500 Penalty: 3171.819336
	Iteration 9F: 3 clusters Score -919834.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -920195.625000 Penalty: 3171.819336
	Iteration 10Q: 3 clusters Score -920195.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -920394.375000 Penalty: 3171.819336
	Iteration 11Q: 3 clusters Score -920394.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -920543.437500 Penalty: 3171.819336
	Iteration 12Q: 3 clusters Score -920543.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -920666.000000 Penalty: 3171.819336
	Iteration 13Q: 3 clusters Score -920666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -920763.062500 Penalty: 3171.819336
	Iteration 14Q: 3 clusters Score -920763.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -920855.375000 Penalty: 3171.819336
	Iteration 15Q: 3 clusters Score -920855.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -920946.437500 Penalty: 3171.819336
	Iteration 16Q: 3 clusters Score -920946.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -921035.687500 Penalty: 3171.819336
	Iteration 17Q: 3 clusters Score -921035.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -921113.125000 Penalty: 3171.819336
	Iteration 18Q: 3 clusters Score -921113.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -921188.062500 Penalty: 3171.819336
	Iteration 19Q: 3 clusters Score -921188.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -921264.125000 Penalty: 3171.819336
	Iteration 20F: 3 clusters Score -921264.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -921337.812500 Penalty: 3171.819336
	Iteration 21Q: 3 clusters Score -921337.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -921405.125000 Penalty: 3171.819336
	Iteration 22Q: 3 clusters Score -921405.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -921467.687500 Penalty: 3171.819336
	Iteration 23Q: 3 clusters Score -921467.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -921524.625000 Penalty: 3171.819336
	Iteration 24Q: 3 clusters Score -921524.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -921590.687500 Penalty: 3171.819336
	Iteration 25Q: 3 clusters Score -921590.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -921654.500000 Penalty: 3171.819336
	Iteration 26Q: 3 clusters Score -921654.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -921698.437500 Penalty: 3171.819336
	Iteration 27Q: 3 clusters Score -921698.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -921735.750000 Penalty: 3171.819336
	Iteration 28Q: 3 clusters Score -921735.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -921770.000000 Penalty: 3171.819336
	Iteration 29Q: 3 clusters Score -921770 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -921798.000000 Penalty: 3171.819336
	Iteration 30Q: 3 clusters Score -921798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -921828.687500 Penalty: 3171.819336
	Iteration 31Q: 3 clusters Score -921828.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -921851.125000 Penalty: 3171.819336
	Iteration 32Q: 3 clusters Score -921851.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -921874.125000 Penalty: 3171.819336
	Iteration 33Q: 3 clusters Score -921874.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -921890.750000 Penalty: 3171.819336
	Iteration 34Q: 3 clusters Score -921890.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -921901.687500 Penalty: 3171.819336
	Iteration 35Q: 3 clusters Score -921901.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -921914.812500 Penalty: 3171.819336
	Iteration 36Q: 3 clusters Score -921914.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -921925.125000 Penalty: 3171.819336
	Iteration 37Q: 3 clusters Score -921925.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -921936.125000 Penalty: 3171.819336
	Iteration 38Q: 3 clusters Score -921936.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -921943.437500 Penalty: 3171.819336
	Iteration 39Q: 3 clusters Score -921943.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -921954.937500 Penalty: 3171.819336
	Iteration 40F: 3 clusters Score -921954.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -921963.625000 Penalty: 3171.819336
	Iteration 41Q: 3 clusters Score -921963.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -921976.125000 Penalty: 3171.819336
	Iteration 42Q: 3 clusters Score -921976.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -921989.125000 Penalty: 3171.819336
	Iteration 43Q: 3 clusters Score -921989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -922000.125000 Penalty: 3171.819336
	Iteration 44Q: 3 clusters Score -922000.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -922013.000000 Penalty: 3171.819336
	Iteration 45Q: 3 clusters Score -922013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -922019.250000 Penalty: 3171.819336
	Iteration 46Q: 3 clusters Score -922019.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -922029.312500 Penalty: 3171.819336
	Iteration 47Q: 3 clusters Score -922029.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -922033.187500 Penalty: 3171.819336
	Iteration 48Q: 3 clusters Score -922033.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -922038.437500 Penalty: 3171.819336
	Iteration 49Q: 3 clusters Score -922038.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -922044.250000 Penalty: 3171.819336
	Iteration 50Q: 3 clusters Score -922044.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -922046.437500 Penalty: 3171.819336
	Iteration 51Q: 3 clusters Score -922046.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -922049.687500 Penalty: 3171.819336
	Iteration 52Q: 3 clusters Score -922049.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -922053.250000 Penalty: 3171.819336
	Iteration 53Q: 3 clusters Score -922053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -922053.812500 Penalty: 3171.819336
	Iteration 54Q: 3 clusters Score -922053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -922055.187500 Penalty: 3171.819336
	Iteration 55Q: 3 clusters Score -922055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -922055.312500 Penalty: 3171.819336
	Iteration 56Q: 3 clusters Score -922055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -922058.062500 Penalty: 3171.819336
	Iteration 57Q: 3 clusters Score -922058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -922062.312500 Penalty: 3171.819336
	Iteration 58Q: 3 clusters Score -922062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -922062.812500 Penalty: 3171.819336
	Iteration 59Q: 3 clusters Score -922062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -922064.187500 Penalty: 3171.819336
	Iteration 60F: 3 clusters Score -922064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -922067.437500 Penalty: 3171.819336
	Iteration 61Q: 3 clusters Score -922067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -922069.750000 Penalty: 3171.819336
	Iteration 62Q: 3 clusters Score -922069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -922074.937500 Penalty: 3171.819336
	Iteration 63Q: 3 clusters Score -922074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -922074.250000 Penalty: 3171.819336
	Iteration 64Q: 3 clusters Score -922074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -922075.562500 Penalty: 3171.819336
	Iteration 65Q: 3 clusters Score -922075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -922073.000000 Penalty: 3171.819336
	Iteration 66Q: 3 clusters Score -922073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -922073.187500 Penalty: 3171.819336
	Iteration 67Q: 3 clusters Score -922073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -922075.812500 Penalty: 3171.819336
	Iteration 68Q: 3 clusters Score -922075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -922076.500000 Penalty: 3171.819336
	Iteration 69Q: 3 clusters Score -922076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -922079.437500 Penalty: 3171.819336
	Iteration 70Q: 3 clusters Score -922079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -922080.250000 Penalty: 3171.819336
	Iteration 71Q: 3 clusters Score -922080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -922080.937500 Penalty: 3171.819336
	Iteration 72Q: 3 clusters Score -922080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -922082.750000 Penalty: 3171.819336
	Iteration 73Q: 3 clusters Score -922082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -922082.312500 Penalty: 3171.819336
	Iteration 74Q: 3 clusters Score -922082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -922086.250000 Penalty: 3171.819336
	Iteration 75Q: 3 clusters Score -922086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -922085.750000 Penalty: 3171.819336
	Iteration 76Q: 3 clusters Score -922085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -922087.062500 Penalty: 3171.819336
	Iteration 77Q: 3 clusters Score -922087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -922087.062500 Penalty: 3171.819336
	Iteration 78F: 3 clusters Score -922087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -215651.578125 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -215651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -212219.718750 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -212219.7 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -213134.218750 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -213134.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -213308.140625 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -213308.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -213404.125000 Penalty: 2705.409180
	Iteration 3Q: 3 clusters Score -213404.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -213472.062500 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -213472.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -213537.015625 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -213537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -213596.343750 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -213596.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -213654.640625 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -213654.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213724.484375 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -213724.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -213785.078125 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -213785.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -213841.843750 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -213841.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -213886.640625 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -213886.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -213933.500000 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -213933.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -213981.203125 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -213981.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -214025.312500 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -214025.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -214067.578125 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -214067.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -214097.000000 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -214097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214116.546875 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -214116.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -214141.703125 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -214141.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -214162.515625 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -214162.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -214182.578125 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -214182.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -214200.328125 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -214200.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -214214.750000 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -214214.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -214230.500000 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -214230.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -214241.656250 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -214241.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -214255.312500 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -214255.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -214267.203125 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -214267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -214279.140625 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -214279.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -214290.718750 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -214290.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -214301.906250 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -214301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -214310.359375 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -214310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -214318.171875 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -214318.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -214328.953125 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -214329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -214336.984375 Penalty: 2705.409180
	Iteration 33Q: 3 clusters Score -214337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -214342.953125 Penalty: 2705.409180
	Iteration 34Q: 3 clusters Score -214343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -214349.171875 Penalty: 2705.409180
	Iteration 35Q: 3 clusters Score -214349.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -214354.984375 Penalty: 2705.409180
	Iteration 36Q: 3 clusters Score -214355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -214363.328125 Penalty: 2705.409180
	Iteration 37Q: 3 clusters Score -214363.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -214372.828125 Penalty: 2705.409180
	Iteration 38Q: 3 clusters Score -214372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -214378.875000 Penalty: 2705.409180
	Iteration 39Q: 3 clusters Score -214378.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214384.062500 Penalty: 2705.409180
	Iteration 40F: 3 clusters Score -214384.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -214387.750000 Penalty: 2705.409180
	Iteration 41Q: 3 clusters Score -214387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -214393.531250 Penalty: 2705.409180
	Iteration 42Q: 3 clusters Score -214393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -214399.234375 Penalty: 2705.409180
	Iteration 43Q: 3 clusters Score -214399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -214406.125000 Penalty: 2705.409180
	Iteration 44Q: 3 clusters Score -214406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -214412.812500 Penalty: 2705.409180
	Iteration 45Q: 3 clusters Score -214412.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -214423.062500 Penalty: 2705.409180
	Iteration 46Q: 3 clusters Score -214423.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -214428.140625 Penalty: 2705.409180
	Iteration 47Q: 3 clusters Score -214428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -214435.343750 Penalty: 2705.409180
	Iteration 48Q: 3 clusters Score -214435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -214441.953125 Penalty: 2705.409180
	Iteration 49Q: 3 clusters Score -214442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -214449.250000 Penalty: 2705.409180
	Iteration 50Q: 3 clusters Score -214449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -214453.421875 Penalty: 2705.409180
	Iteration 51Q: 3 clusters Score -214453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -214457.109375 Penalty: 2705.409180
	Iteration 52Q: 3 clusters Score -214457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -214459.343750 Penalty: 2705.409180
	Iteration 53Q: 3 clusters Score -214459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -214461.468750 Penalty: 2705.409180
	Iteration 54Q: 3 clusters Score -214461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -214461.406250 Penalty: 2705.409180
	Iteration 55Q: 3 clusters Score -214461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214461.968750 Penalty: 2705.409180
	Iteration 56Q: 3 clusters Score -214462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214461.968750 Penalty: 2705.409180
	Iteration 57F: 3 clusters Score -214462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Entering Unmasked Estep 
Score: -691127.437500 Penalty: 1541.807739
	Iteration 0F: 2 clusters Score -691127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -681854.812500 Penalty: 3083.615479
	Iteration 0F: 3 clusters Score -681854.8 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -684898.062500 Penalty: 3083.615479
	Iteration 1F: 3 clusters Score -684898.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -685225.625000 Penalty: 3083.615479
	Iteration 2F: 3 clusters Score -685225.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -685543.125000 Penalty: 3083.615479
	Iteration 3F: 3 clusters Score -685543.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -685876.937500 Penalty: 3083.615479
	Iteration 4F: 3 clusters Score -685876.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -686291.625000 Penalty: 3083.615479
	Iteration 5F: 3 clusters Score -686291.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -686901.937500 Penalty: 3083.615479
	Iteration 6F: 3 clusters Score -686901.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -687767.875000 Penalty: 3083.615479
	Iteration 7F: 3 clusters Score -687767.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -688874.125000 Penalty: 3083.615479
	Iteration 8F: 3 clusters Score -688874.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -690251.125000 Penalty: 3083.615479
	Iteration 9F: 3 clusters Score -690251.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -691107.500000 Penalty: 3083.615479
	Iteration 10Q: 3 clusters Score -691107.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -691316.187500 Penalty: 3083.615479
	Iteration 11Q: 3 clusters Score -691316.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -691371.875000 Penalty: 3083.615479
	Iteration 12Q: 3 clusters Score -691371.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -691395.562500 Penalty: 3083.615479
	Iteration 13Q: 3 clusters Score -691395.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -691405.062500 Penalty: 3083.615479
	Iteration 14Q: 3 clusters Score -691405.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -691408.125000 Penalty: 3083.615479
	Iteration 15Q: 3 clusters Score -691408.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -691410.812500 Penalty: 3083.615479
	Iteration 16Q: 3 clusters Score -691410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -691412.000000 Penalty: 3083.615479
	Iteration 17Q: 3 clusters Score -691412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -691412.125000 Penalty: 3083.615479
	Iteration 18Q: 3 clusters Score -691412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -691411.875000 Penalty: 3083.615479
	Iteration 19Q: 3 clusters Score -691411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -691411.500000 Penalty: 3083.615479
	Iteration 20F: 3 clusters Score -691411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -691411.500000 Penalty: 3083.615479
	Iteration 21Q: 3 clusters Score -691411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -691411.437500 Penalty: 3083.615479
	Iteration 22Q: 3 clusters Score -691411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -691410.875000 Penalty: 3083.615479
	Iteration 23Q: 3 clusters Score -691410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -691412.687500 Penalty: 3083.615479
	Iteration 24Q: 3 clusters Score -691412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -691411.812500 Penalty: 3083.615479
	Iteration 25Q: 3 clusters Score -691411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -691412.625000 Penalty: 3083.615479
	Iteration 26Q: 3 clusters Score -691412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -691413.250000 Penalty: 3083.615479
	Iteration 27Q: 3 clusters Score -691413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -691414.750000 Penalty: 3083.615479
	Iteration 28Q: 3 clusters Score -691414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -691414.187500 Penalty: 3083.615479
	Iteration 29Q: 3 clusters Score -691414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -691414.312500 Penalty: 3083.615479
	Iteration 30Q: 3 clusters Score -691414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -691414.312500 Penalty: 3083.615479
	Iteration 31F: 3 clusters Score -691414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70315 members 
Mstep: Class 6 contains 9452 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 46281 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45449 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 210318 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 56293 members 
Entering Unmasked Estep 
Score: -26531322.000000 Penalty: 38560.308594
Splitting cluster 3 changes total score from -26531796.000000 to -26531322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -148295.656250 Penalty: 1300.655029
	Iteration 0F: 2 clusters Score -148295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -145596.593750 Penalty: 2601.310059
	Iteration 0F: 3 clusters Score -145596.6 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -146204.921875 Penalty: 2601.310059
	Iteration 1F: 3 clusters Score -146204.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -146344.828125 Penalty: 2601.310059
	Iteration 2F: 3 clusters Score -146344.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -146488.250000 Penalty: 2601.310059
	Iteration 3F: 3 clusters Score -146488.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -146665.640625 Penalty: 2601.310059
	Iteration 4F: 3 clusters Score -146665.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -146852.125000 Penalty: 2601.310059
	Iteration 5F: 3 clusters Score -146852.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -147046.937500 Penalty: 2601.310059
	Iteration 6F: 3 clusters Score -147046.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -147212.546875 Penalty: 2601.310059
	Iteration 7F: 3 clusters Score -147212.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -147340.781250 Penalty: 2601.310059
	Iteration 8Q: 3 clusters Score -147340.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -147418.062500 Penalty: 2601.310059
	Iteration 9Q: 3 clusters Score -147418.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -147476.218750 Penalty: 2601.310059
	Iteration 10Q: 3 clusters Score -147476.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -147504.828125 Penalty: 2601.310059
	Iteration 11Q: 3 clusters Score -147504.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -147511.734375 Penalty: 2601.310059
	Iteration 12Q: 3 clusters Score -147511.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -147516.625000 Penalty: 2601.310059
	Iteration 13Q: 3 clusters Score -147516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -147518.156250 Penalty: 2601.310059
	Iteration 14Q: 3 clusters Score -147518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -147520.484375 Penalty: 2601.310059
	Iteration 15Q: 3 clusters Score -147520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -147521.125000 Penalty: 2601.310059
	Iteration 16Q: 3 clusters Score -147521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -147521.593750 Penalty: 2601.310059
	Iteration 17Q: 3 clusters Score -147521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -147522.500000 Penalty: 2601.310059
	Iteration 18Q: 3 clusters Score -147522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -147523.312500 Penalty: 2601.310059
	Iteration 19Q: 3 clusters Score -147523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -147524.359375 Penalty: 2601.310059
	Iteration 20F: 3 clusters Score -147524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -147524.578125 Penalty: 2601.310059
	Iteration 21Q: 3 clusters Score -147524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -147525.109375 Penalty: 2601.310059
	Iteration 22Q: 3 clusters Score -147525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -147525.671875 Penalty: 2601.310059
	Iteration 23Q: 3 clusters Score -147525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -147525.734375 Penalty: 2601.310059
	Iteration 24Q: 3 clusters Score -147525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -147525.890625 Penalty: 2601.310059
	Iteration 25Q: 3 clusters Score -147525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -147525.890625 Penalty: 2601.310059
	Iteration 26F: 3 clusters Score -147525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Entering Unmasked Estep 
Score: -3667032.750000 Penalty: 1813.620361
	Iteration 0F: 2 clusters Score -3667033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -3620139.000000 Penalty: 3627.240723
	Iteration 0F: 3 clusters Score -3620139 nChanged 33230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -3639059.000000 Penalty: 3627.240723
	Iteration 1F: 3 clusters Score -3639059 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3639604.750000 Penalty: 3627.240723
	Iteration 2Q: 3 clusters Score -3639605 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3640258.750000 Penalty: 3627.240723
	Iteration 3Q: 3 clusters Score -3640259 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3640990.500000 Penalty: 3627.240723
	Iteration 4Q: 3 clusters Score -3640990 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -3641980.250000 Penalty: 3627.240723
	Iteration 5Q: 3 clusters Score -3641980 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -3643472.500000 Penalty: 3627.240723
	Iteration 6Q: 3 clusters Score -3643472 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -3645796.750000 Penalty: 3627.240723
	Iteration 7F: 3 clusters Score -3645797 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -3648933.500000 Penalty: 3627.240723
	Iteration 8F: 3 clusters Score -3648934 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -3652152.750000 Penalty: 3627.240723
	Iteration 9F: 3 clusters Score -3652153 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -3654404.000000 Penalty: 3627.240723
	Iteration 10F: 3 clusters Score -3654404 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -3655587.750000 Penalty: 3627.240723
	Iteration 11Q: 3 clusters Score -3655588 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -3656254.000000 Penalty: 3627.240723
	Iteration 12Q: 3 clusters Score -3656254 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -3656819.500000 Penalty: 3627.240723
	Iteration 13Q: 3 clusters Score -3656820 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -3657308.500000 Penalty: 3627.240723
	Iteration 14Q: 3 clusters Score -3657308 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -3657858.750000 Penalty: 3627.240723
	Iteration 15Q: 3 clusters Score -3657859 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -3658416.500000 Penalty: 3627.240723
	Iteration 16Q: 3 clusters Score -3658416 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -3659015.500000 Penalty: 3627.240723
	Iteration 17Q: 3 clusters Score -3659016 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -3659690.500000 Penalty: 3627.240723
	Iteration 18Q: 3 clusters Score -3659690 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -3660336.500000 Penalty: 3627.240723
	Iteration 19Q: 3 clusters Score -3660336 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -3661012.000000 Penalty: 3627.240723
	Iteration 20F: 3 clusters Score -3661012 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -3661680.500000 Penalty: 3627.240723
	Iteration 21Q: 3 clusters Score -3661680 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -3662328.250000 Penalty: 3627.240723
	Iteration 22Q: 3 clusters Score -3662328 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -3662914.000000 Penalty: 3627.240723
	Iteration 23Q: 3 clusters Score -3662914 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -3663454.500000 Penalty: 3627.240723
	Iteration 24Q: 3 clusters Score -3663454 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -3663964.250000 Penalty: 3627.240723
	Iteration 25Q: 3 clusters Score -3663964 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -3664412.500000 Penalty: 3627.240723
	Iteration 26Q: 3 clusters Score -3664412 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -3664784.750000 Penalty: 3627.240723
	Iteration 27Q: 3 clusters Score -3664785 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -3665061.000000 Penalty: 3627.240723
	Iteration 28Q: 3 clusters Score -3665061 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -3665239.000000 Penalty: 3627.240723
	Iteration 29Q: 3 clusters Score -3665239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -3665325.750000 Penalty: 3627.240723
	Iteration 30Q: 3 clusters Score -3665326 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -3665391.500000 Penalty: 3627.240723
	Iteration 31Q: 3 clusters Score -3665392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -3665433.250000 Penalty: 3627.240723
	Iteration 32Q: 3 clusters Score -3665433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -3665470.750000 Penalty: 3627.240723
	Iteration 33Q: 3 clusters Score -3665471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -3665501.250000 Penalty: 3627.240723
	Iteration 34Q: 3 clusters Score -3665501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -3665521.750000 Penalty: 3627.240723
	Iteration 35Q: 3 clusters Score -3665522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -3665547.750000 Penalty: 3627.240723
	Iteration 36Q: 3 clusters Score -3665548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -3665554.500000 Penalty: 3627.240723
	Iteration 37Q: 3 clusters Score -3665554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -3665565.000000 Penalty: 3627.240723
	Iteration 38Q: 3 clusters Score -3665565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -3665574.500000 Penalty: 3627.240723
	Iteration 39Q: 3 clusters Score -3665574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -3665581.500000 Penalty: 3627.240723
	Iteration 40F: 3 clusters Score -3665582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -3665584.750000 Penalty: 3627.240723
	Iteration 41Q: 3 clusters Score -3665585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -3665587.750000 Penalty: 3627.240723
	Iteration 42Q: 3 clusters Score -3665588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -3665585.000000 Penalty: 3627.240723
	Iteration 43Q: 3 clusters Score -3665585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -3665584.250000 Penalty: 3627.240723
	Iteration 44Q: 3 clusters Score -3665584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -3665583.250000 Penalty: 3627.240723
	Iteration 45Q: 3 clusters Score -3665583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -3665584.500000 Penalty: 3627.240723
	Iteration 46Q: 3 clusters Score -3665584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -3665583.250000 Penalty: 3627.240723
	Iteration 47Q: 3 clusters Score -3665583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -3665582.750000 Penalty: 3627.240723
	Iteration 48Q: 3 clusters Score -3665583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -3665583.250000 Penalty: 3627.240723
	Iteration 49Q: 3 clusters Score -3665583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -3665589.750000 Penalty: 3627.240723
	Iteration 50Q: 3 clusters Score -3665590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -3665587.000000 Penalty: 3627.240723
	Iteration 51Q: 3 clusters Score -3665587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -3665588.000000 Penalty: 3627.240723
	Iteration 52Q: 3 clusters Score -3665588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -3665588.000000 Penalty: 3627.240723
	Iteration 53F: 3 clusters Score -3665588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Entering Unmasked Estep 
Score: -414012.812500 Penalty: 1487.521973
	Iteration 0F: 2 clusters Score -414012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -407337.625000 Penalty: 2975.043945
	Iteration 0F: 3 clusters Score -407337.6 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -409437.468750 Penalty: 2975.043945
	Iteration 1F: 3 clusters Score -409437.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -409702.281250 Penalty: 2975.043945
	Iteration 2F: 3 clusters Score -409702.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -409964.812500 Penalty: 2975.043945
	Iteration 3F: 3 clusters Score -409964.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -410214.843750 Penalty: 2975.043945
	Iteration 4Q: 3 clusters Score -410214.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -410469.218750 Penalty: 2975.043945
	Iteration 5Q: 3 clusters Score -410469.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -410751.031250 Penalty: 2975.043945
	Iteration 6Q: 3 clusters Score -410751 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -411055.437500 Penalty: 2975.043945
	Iteration 7Q: 3 clusters Score -411055.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -411367.718750 Penalty: 2975.043945
	Iteration 8Q: 3 clusters Score -411367.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -411629.250000 Penalty: 2975.043945
	Iteration 9Q: 3 clusters Score -411629.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -411843.968750 Penalty: 2975.043945
	Iteration 10Q: 3 clusters Score -411844 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -412017.562500 Penalty: 2975.043945
	Iteration 11Q: 3 clusters Score -412017.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -412178.906250 Penalty: 2975.043945
	Iteration 12Q: 3 clusters Score -412178.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -412310.718750 Penalty: 2975.043945
	Iteration 13Q: 3 clusters Score -412310.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -412408.406250 Penalty: 2975.043945
	Iteration 14Q: 3 clusters Score -412408.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -412476.968750 Penalty: 2975.043945
	Iteration 15Q: 3 clusters Score -412477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -412537.687500 Penalty: 2975.043945
	Iteration 16Q: 3 clusters Score -412537.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -412581.156250 Penalty: 2975.043945
	Iteration 17Q: 3 clusters Score -412581.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -412615.031250 Penalty: 2975.043945
	Iteration 18Q: 3 clusters Score -412615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -412645.437500 Penalty: 2975.043945
	Iteration 19Q: 3 clusters Score -412645.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -412672.375000 Penalty: 2975.043945
	Iteration 20F: 3 clusters Score -412672.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -412701.968750 Penalty: 2975.043945
	Iteration 21Q: 3 clusters Score -412702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -412725.968750 Penalty: 2975.043945
	Iteration 22Q: 3 clusters Score -412726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -412740.281250 Penalty: 2975.043945
	Iteration 23Q: 3 clusters Score -412740.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -412761.812500 Penalty: 2975.043945
	Iteration 24Q: 3 clusters Score -412761.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -412785.093750 Penalty: 2975.043945
	Iteration 25Q: 3 clusters Score -412785.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -412815.093750 Penalty: 2975.043945
	Iteration 26Q: 3 clusters Score -412815.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -412841.125000 Penalty: 2975.043945
	Iteration 27Q: 3 clusters Score -412841.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -412866.375000 Penalty: 2975.043945
	Iteration 28Q: 3 clusters Score -412866.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -412885.000000 Penalty: 2975.043945
	Iteration 29Q: 3 clusters Score -412885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -412906.843750 Penalty: 2975.043945
	Iteration 30Q: 3 clusters Score -412906.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -412931.843750 Penalty: 2975.043945
	Iteration 31Q: 3 clusters Score -412931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -412953.750000 Penalty: 2975.043945
	Iteration 32Q: 3 clusters Score -412953.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -412969.218750 Penalty: 2975.043945
	Iteration 33Q: 3 clusters Score -412969.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -412984.312500 Penalty: 2975.043945
	Iteration 34Q: 3 clusters Score -412984.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -412994.312500 Penalty: 2975.043945
	Iteration 35Q: 3 clusters Score -412994.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -413001.156250 Penalty: 2975.043945
	Iteration 36Q: 3 clusters Score -413001.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -413015.593750 Penalty: 2975.043945
	Iteration 37Q: 3 clusters Score -413015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -413026.281250 Penalty: 2975.043945
	Iteration 38Q: 3 clusters Score -413026.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -413032.156250 Penalty: 2975.043945
	Iteration 39Q: 3 clusters Score -413032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -413038.250000 Penalty: 2975.043945
	Iteration 40F: 3 clusters Score -413038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -413045.093750 Penalty: 2975.043945
	Iteration 41Q: 3 clusters Score -413045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -413056.687500 Penalty: 2975.043945
	Iteration 42Q: 3 clusters Score -413056.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -413067.093750 Penalty: 2975.043945
	Iteration 43Q: 3 clusters Score -413067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -413077.312500 Penalty: 2975.043945
	Iteration 44Q: 3 clusters Score -413077.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -413081.937500 Penalty: 2975.043945
	Iteration 45Q: 3 clusters Score -413081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -413088.375000 Penalty: 2975.043945
	Iteration 46Q: 3 clusters Score -413088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -413094.687500 Penalty: 2975.043945
	Iteration 47Q: 3 clusters Score -413094.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -413100.156250 Penalty: 2975.043945
	Iteration 48Q: 3 clusters Score -413100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -413102.062500 Penalty: 2975.043945
	Iteration 49Q: 3 clusters Score -413102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -413102.625000 Penalty: 2975.043945
	Iteration 50Q: 3 clusters Score -413102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -413103.937500 Penalty: 2975.043945
	Iteration 51Q: 3 clusters Score -413103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -413103.937500 Penalty: 2975.043945
	Iteration 52F: 3 clusters Score -413103.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -236287.281250 Penalty: 1369.821777
	Iteration 0F: 2 clusters Score -236287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -232590.437500 Penalty: 2739.643555
	Iteration 0F: 3 clusters Score -232590.4 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -233539.109375 Penalty: 2739.643555
	Iteration 1F: 3 clusters Score -233539.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -233707.078125 Penalty: 2739.643555
	Iteration 2F: 3 clusters Score -233707.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -233808.265625 Penalty: 2739.643555
	Iteration 3Q: 3 clusters Score -233808.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -233888.671875 Penalty: 2739.643555
	Iteration 4Q: 3 clusters Score -233888.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -233950.250000 Penalty: 2739.643555
	Iteration 5Q: 3 clusters Score -233950.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -234001.875000 Penalty: 2739.643555
	Iteration 6Q: 3 clusters Score -234001.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -234045.625000 Penalty: 2739.643555
	Iteration 7Q: 3 clusters Score -234045.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -234090.656250 Penalty: 2739.643555
	Iteration 8Q: 3 clusters Score -234090.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -234148.000000 Penalty: 2739.643555
	Iteration 9Q: 3 clusters Score -234148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -234236.406250 Penalty: 2739.643555
	Iteration 10Q: 3 clusters Score -234236.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -234366.078125 Penalty: 2739.643555
	Iteration 11Q: 3 clusters Score -234366.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -234504.078125 Penalty: 2739.643555
	Iteration 12Q: 3 clusters Score -234504.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -234624.046875 Penalty: 2739.643555
	Iteration 13Q: 3 clusters Score -234624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -234715.421875 Penalty: 2739.643555
	Iteration 14Q: 3 clusters Score -234715.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -234782.937500 Penalty: 2739.643555
	Iteration 15Q: 3 clusters Score -234782.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -234835.406250 Penalty: 2739.643555
	Iteration 16Q: 3 clusters Score -234835.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -234877.703125 Penalty: 2739.643555
	Iteration 17Q: 3 clusters Score -234877.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -234920.062500 Penalty: 2739.643555
	Iteration 18Q: 3 clusters Score -234920.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -234961.265625 Penalty: 2739.643555
	Iteration 19Q: 3 clusters Score -234961.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -234990.875000 Penalty: 2739.643555
	Iteration 20F: 3 clusters Score -234990.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -235010.140625 Penalty: 2739.643555
	Iteration 21Q: 3 clusters Score -235010.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -235027.234375 Penalty: 2739.643555
	Iteration 22Q: 3 clusters Score -235027.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -235040.937500 Penalty: 2739.643555
	Iteration 23Q: 3 clusters Score -235040.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -235048.968750 Penalty: 2739.643555
	Iteration 24Q: 3 clusters Score -235049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -235055.484375 Penalty: 2739.643555
	Iteration 25Q: 3 clusters Score -235055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -235059.234375 Penalty: 2739.643555
	Iteration 26Q: 3 clusters Score -235059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -235064.421875 Penalty: 2739.643555
	Iteration 27Q: 3 clusters Score -235064.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -235067.796875 Penalty: 2739.643555
	Iteration 28Q: 3 clusters Score -235067.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -235072.703125 Penalty: 2739.643555
	Iteration 29Q: 3 clusters Score -235072.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -235078.437500 Penalty: 2739.643555
	Iteration 30Q: 3 clusters Score -235078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -235083.953125 Penalty: 2739.643555
	Iteration 31Q: 3 clusters Score -235084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -235086.671875 Penalty: 2739.643555
	Iteration 32Q: 3 clusters Score -235086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -235088.359375 Penalty: 2739.643555
	Iteration 33Q: 3 clusters Score -235088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -235090.281250 Penalty: 2739.643555
	Iteration 34Q: 3 clusters Score -235090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -235092.328125 Penalty: 2739.643555
	Iteration 35Q: 3 clusters Score -235092.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -235095.015625 Penalty: 2739.643555
	Iteration 36Q: 3 clusters Score -235095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -235099.265625 Penalty: 2739.643555
	Iteration 37Q: 3 clusters Score -235099.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -235103.296875 Penalty: 2739.643555
	Iteration 38Q: 3 clusters Score -235103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -235107.484375 Penalty: 2739.643555
	Iteration 39Q: 3 clusters Score -235107.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -235109.843750 Penalty: 2739.643555
	Iteration 40F: 3 clusters Score -235109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -235112.203125 Penalty: 2739.643555
	Iteration 41Q: 3 clusters Score -235112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -235113.656250 Penalty: 2739.643555
	Iteration 42Q: 3 clusters Score -235113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -235114.406250 Penalty: 2739.643555
	Iteration 43Q: 3 clusters Score -235114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -235115.671875 Penalty: 2739.643555
	Iteration 44Q: 3 clusters Score -235115.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -235116.421875 Penalty: 2739.643555
	Iteration 45Q: 3 clusters Score -235116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -235117.093750 Penalty: 2739.643555
	Iteration 46Q: 3 clusters Score -235117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -235117.281250 Penalty: 2739.643555
	Iteration 47Q: 3 clusters Score -235117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -235117.406250 Penalty: 2739.643555
	Iteration 48Q: 3 clusters Score -235117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -235118.156250 Penalty: 2739.643555
	Iteration 49Q: 3 clusters Score -235118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -235118.187500 Penalty: 2739.643555
	Iteration 50Q: 3 clusters Score -235118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -235118.187500 Penalty: 2739.643555
	Iteration 51F: 3 clusters Score -235118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Entering Unmasked Estep 
Score: -2426537.250000 Penalty: 1745.654175
	Iteration 0F: 2 clusters Score -2426537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2395580.750000 Penalty: 3491.308350
	Iteration 0F: 3 clusters Score -2395581 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2407844.500000 Penalty: 3491.308350
	Iteration 1F: 3 clusters Score -2407844 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2408393.250000 Penalty: 3491.308350
	Iteration 2Q: 3 clusters Score -2408393 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2409050.000000 Penalty: 3491.308350
	Iteration 3Q: 3 clusters Score -2409050 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2409948.750000 Penalty: 3491.308350
	Iteration 4Q: 3 clusters Score -2409949 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -2411234.000000 Penalty: 3491.308350
	Iteration 5F: 3 clusters Score -2411234 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2413055.500000 Penalty: 3491.308350
	Iteration 6F: 3 clusters Score -2413056 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -2415346.500000 Penalty: 3491.308350
	Iteration 7F: 3 clusters Score -2415346 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -2417656.000000 Penalty: 3491.308350
	Iteration 8F: 3 clusters Score -2417656 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -2419576.000000 Penalty: 3491.308350
	Iteration 9F: 3 clusters Score -2419576 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -2420934.250000 Penalty: 3491.308350
	Iteration 10Q: 3 clusters Score -2420934 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -2421838.250000 Penalty: 3491.308350
	Iteration 11Q: 3 clusters Score -2421838 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -2422546.250000 Penalty: 3491.308350
	Iteration 12Q: 3 clusters Score -2422546 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -2423110.000000 Penalty: 3491.308350
	Iteration 13Q: 3 clusters Score -2423110 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -2423575.500000 Penalty: 3491.308350
	Iteration 14Q: 3 clusters Score -2423576 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -2423969.250000 Penalty: 3491.308350
	Iteration 15Q: 3 clusters Score -2423969 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -2424293.500000 Penalty: 3491.308350
	Iteration 16Q: 3 clusters Score -2424294 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -2424534.750000 Penalty: 3491.308350
	Iteration 17Q: 3 clusters Score -2424535 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -2424710.750000 Penalty: 3491.308350
	Iteration 18Q: 3 clusters Score -2424711 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -2424845.500000 Penalty: 3491.308350
	Iteration 19Q: 3 clusters Score -2424846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -2424935.750000 Penalty: 3491.308350
	Iteration 20F: 3 clusters Score -2424936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -2424992.000000 Penalty: 3491.308350
	Iteration 21Q: 3 clusters Score -2424992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -2425029.250000 Penalty: 3491.308350
	Iteration 22Q: 3 clusters Score -2425029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -2425056.000000 Penalty: 3491.308350
	Iteration 23Q: 3 clusters Score -2425056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -2425068.250000 Penalty: 3491.308350
	Iteration 24Q: 3 clusters Score -2425068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -2425080.750000 Penalty: 3491.308350
	Iteration 25Q: 3 clusters Score -2425081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -2425083.250000 Penalty: 3491.308350
	Iteration 26Q: 3 clusters Score -2425083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -2425086.250000 Penalty: 3491.308350
	Iteration 27Q: 3 clusters Score -2425086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -2425090.250000 Penalty: 3491.308350
	Iteration 28Q: 3 clusters Score -2425090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -2425093.500000 Penalty: 3491.308350
	Iteration 29Q: 3 clusters Score -2425094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -2425095.250000 Penalty: 3491.308350
	Iteration 30Q: 3 clusters Score -2425095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -2425093.750000 Penalty: 3491.308350
	Iteration 31Q: 3 clusters Score -2425094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -2425098.750000 Penalty: 3491.308350
	Iteration 32Q: 3 clusters Score -2425099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -2425098.750000 Penalty: 3491.308350
	Iteration 33Q: 3 clusters Score -2425099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -2425098.750000 Penalty: 3491.308350
	Iteration 34F: 3 clusters Score -2425099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -146791.546875 Penalty: 1280.630737
	Iteration 0F: 2 clusters Score -146791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144296.343750 Penalty: 2561.261475
	Iteration 0F: 3 clusters Score -144296.3 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -144856.203125 Penalty: 2561.261475
	Iteration 1F: 3 clusters Score -144856.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -144967.234375 Penalty: 2561.261475
	Iteration 2F: 3 clusters Score -144967.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -145024.421875 Penalty: 2561.261475
	Iteration 3Q: 3 clusters Score -145024.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -145055.515625 Penalty: 2561.261475
	Iteration 4Q: 3 clusters Score -145055.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -145073.921875 Penalty: 2561.261475
	Iteration 5Q: 3 clusters Score -145073.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -145084.828125 Penalty: 2561.261475
	Iteration 6Q: 3 clusters Score -145084.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -145092.203125 Penalty: 2561.261475
	Iteration 7Q: 3 clusters Score -145092.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -145098.968750 Penalty: 2561.261475
	Iteration 8Q: 3 clusters Score -145099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -145104.453125 Penalty: 2561.261475
	Iteration 9Q: 3 clusters Score -145104.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -145112.125000 Penalty: 2561.261475
	Iteration 10Q: 3 clusters Score -145112.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -145120.687500 Penalty: 2561.261475
	Iteration 11Q: 3 clusters Score -145120.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -145126.250000 Penalty: 2561.261475
	Iteration 12Q: 3 clusters Score -145126.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -145129.718750 Penalty: 2561.261475
	Iteration 13Q: 3 clusters Score -145129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -145131.843750 Penalty: 2561.261475
	Iteration 14Q: 3 clusters Score -145131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -145133.296875 Penalty: 2561.261475
	Iteration 15Q: 3 clusters Score -145133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -145134.750000 Penalty: 2561.261475
	Iteration 16Q: 3 clusters Score -145134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -145136.546875 Penalty: 2561.261475
	Iteration 17Q: 3 clusters Score -145136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -145137.625000 Penalty: 2561.261475
	Iteration 18Q: 3 clusters Score -145137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -145139.453125 Penalty: 2561.261475
	Iteration 19Q: 3 clusters Score -145139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -145141.531250 Penalty: 2561.261475
	Iteration 20F: 3 clusters Score -145141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -145143.953125 Penalty: 2561.261475
	Iteration 21Q: 3 clusters Score -145144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -145149.406250 Penalty: 2561.261475
	Iteration 22Q: 3 clusters Score -145149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -145153.312500 Penalty: 2561.261475
	Iteration 23Q: 3 clusters Score -145153.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -145159.000000 Penalty: 2561.261475
	Iteration 24Q: 3 clusters Score -145159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -145162.406250 Penalty: 2561.261475
	Iteration 25Q: 3 clusters Score -145162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -145164.468750 Penalty: 2561.261475
	Iteration 26Q: 3 clusters Score -145164.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -145168.921875 Penalty: 2561.261475
	Iteration 27Q: 3 clusters Score -145168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -145171.765625 Penalty: 2561.261475
	Iteration 28Q: 3 clusters Score -145171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -145174.859375 Penalty: 2561.261475
	Iteration 29Q: 3 clusters Score -145174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -145177.812500 Penalty: 2561.261475
	Iteration 30Q: 3 clusters Score -145177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -145179.328125 Penalty: 2561.261475
	Iteration 31Q: 3 clusters Score -145179.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -145182.296875 Penalty: 2561.261475
	Iteration 32Q: 3 clusters Score -145182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -145184.046875 Penalty: 2561.261475
	Iteration 33Q: 3 clusters Score -145184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -145184.187500 Penalty: 2561.261475
	Iteration 34Q: 3 clusters Score -145184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -145184.296875 Penalty: 2561.261475
	Iteration 35Q: 3 clusters Score -145184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -145184.843750 Penalty: 2561.261475
	Iteration 36Q: 3 clusters Score -145184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -145184.843750 Penalty: 2561.261475
	Iteration 37F: 3 clusters Score -145184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Entering Unmasked Estep 
Score: -731586.437500 Penalty: 1547.254883
	Iteration 0F: 2 clusters Score -731586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -722080.687500 Penalty: 3094.509766
	Iteration 0F: 3 clusters Score -722080.7 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -725202.812500 Penalty: 3094.509766
	Iteration 1F: 3 clusters Score -725202.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -725462.000000 Penalty: 3094.509766
	Iteration 2F: 3 clusters Score -725462 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -725672.937500 Penalty: 3094.509766
	Iteration 3Q: 3 clusters Score -725672.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -725886.625000 Penalty: 3094.509766
	Iteration 4Q: 3 clusters Score -725886.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -726104.000000 Penalty: 3094.509766
	Iteration 5Q: 3 clusters Score -726104 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -726316.812500 Penalty: 3094.509766
	Iteration 6Q: 3 clusters Score -726316.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -726507.625000 Penalty: 3094.509766
	Iteration 7Q: 3 clusters Score -726507.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -726685.125000 Penalty: 3094.509766
	Iteration 8Q: 3 clusters Score -726685.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -726857.000000 Penalty: 3094.509766
	Iteration 9Q: 3 clusters Score -726857 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -727059.062500 Penalty: 3094.509766
	Iteration 10Q: 3 clusters Score -727059.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -727283.062500 Penalty: 3094.509766
	Iteration 11Q: 3 clusters Score -727283.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -727532.687500 Penalty: 3094.509766
	Iteration 12Q: 3 clusters Score -727532.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -727784.562500 Penalty: 3094.509766
	Iteration 13Q: 3 clusters Score -727784.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -728040.437500 Penalty: 3094.509766
	Iteration 14Q: 3 clusters Score -728040.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -728298.250000 Penalty: 3094.509766
	Iteration 15Q: 3 clusters Score -728298.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -728549.312500 Penalty: 3094.509766
	Iteration 16Q: 3 clusters Score -728549.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -728753.437500 Penalty: 3094.509766
	Iteration 17Q: 3 clusters Score -728753.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -728889.812500 Penalty: 3094.509766
	Iteration 18Q: 3 clusters Score -728889.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -728973.750000 Penalty: 3094.509766
	Iteration 19Q: 3 clusters Score -728973.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -729036.437500 Penalty: 3094.509766
	Iteration 20F: 3 clusters Score -729036.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -729085.187500 Penalty: 3094.509766
	Iteration 21Q: 3 clusters Score -729085.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -729126.562500 Penalty: 3094.509766
	Iteration 22Q: 3 clusters Score -729126.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -729152.812500 Penalty: 3094.509766
	Iteration 23Q: 3 clusters Score -729152.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -729179.250000 Penalty: 3094.509766
	Iteration 24Q: 3 clusters Score -729179.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -729205.250000 Penalty: 3094.509766
	Iteration 25Q: 3 clusters Score -729205.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -729231.875000 Penalty: 3094.509766
	Iteration 26Q: 3 clusters Score -729231.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -729265.562500 Penalty: 3094.509766
	Iteration 27Q: 3 clusters Score -729265.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -729304.625000 Penalty: 3094.509766
	Iteration 28Q: 3 clusters Score -729304.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -729350.812500 Penalty: 3094.509766
	Iteration 29Q: 3 clusters Score -729350.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -729393.500000 Penalty: 3094.509766
	Iteration 30Q: 3 clusters Score -729393.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -729431.812500 Penalty: 3094.509766
	Iteration 31Q: 3 clusters Score -729431.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -729459.875000 Penalty: 3094.509766
	Iteration 32Q: 3 clusters Score -729459.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -729487.062500 Penalty: 3094.509766
	Iteration 33Q: 3 clusters Score -729487.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -729513.000000 Penalty: 3094.509766
	Iteration 34Q: 3 clusters Score -729513 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -729536.687500 Penalty: 3094.509766
	Iteration 35Q: 3 clusters Score -729536.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -729564.250000 Penalty: 3094.509766
	Iteration 36Q: 3 clusters Score -729564.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -729585.875000 Penalty: 3094.509766
	Iteration 37Q: 3 clusters Score -729585.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -729599.875000 Penalty: 3094.509766
	Iteration 38Q: 3 clusters Score -729599.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -729617.687500 Penalty: 3094.509766
	Iteration 39Q: 3 clusters Score -729617.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -729635.875000 Penalty: 3094.509766
	Iteration 40F: 3 clusters Score -729635.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -729653.812500 Penalty: 3094.509766
	Iteration 41Q: 3 clusters Score -729653.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -729671.187500 Penalty: 3094.509766
	Iteration 42Q: 3 clusters Score -729671.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -729687.687500 Penalty: 3094.509766
	Iteration 43Q: 3 clusters Score -729687.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -729700.000000 Penalty: 3094.509766
	Iteration 44Q: 3 clusters Score -729700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -729712.625000 Penalty: 3094.509766
	Iteration 45Q: 3 clusters Score -729712.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -729727.875000 Penalty: 3094.509766
	Iteration 46Q: 3 clusters Score -729727.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -729739.562500 Penalty: 3094.509766
	Iteration 47Q: 3 clusters Score -729739.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -729760.187500 Penalty: 3094.509766
	Iteration 48Q: 3 clusters Score -729760.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -729775.687500 Penalty: 3094.509766
	Iteration 49Q: 3 clusters Score -729775.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -729782.625000 Penalty: 3094.509766
	Iteration 50Q: 3 clusters Score -729782.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -729797.937500 Penalty: 3094.509766
	Iteration 51Q: 3 clusters Score -729797.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -729812.812500 Penalty: 3094.509766
	Iteration 52Q: 3 clusters Score -729812.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -729832.875000 Penalty: 3094.509766
	Iteration 53Q: 3 clusters Score -729832.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -729850.625000 Penalty: 3094.509766
	Iteration 54Q: 3 clusters Score -729850.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -729863.687500 Penalty: 3094.509766
	Iteration 55Q: 3 clusters Score -729863.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -729881.312500 Penalty: 3094.509766
	Iteration 56Q: 3 clusters Score -729881.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -729902.062500 Penalty: 3094.509766
	Iteration 57Q: 3 clusters Score -729902.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -729922.750000 Penalty: 3094.509766
	Iteration 58Q: 3 clusters Score -729922.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -729945.437500 Penalty: 3094.509766
	Iteration 59Q: 3 clusters Score -729945.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -729969.000000 Penalty: 3094.509766
	Iteration 60F: 3 clusters Score -729969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -729992.812500 Penalty: 3094.509766
	Iteration 61Q: 3 clusters Score -729992.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -730011.750000 Penalty: 3094.509766
	Iteration 62Q: 3 clusters Score -730011.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -730022.625000 Penalty: 3094.509766
	Iteration 63Q: 3 clusters Score -730022.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -730034.750000 Penalty: 3094.509766
	Iteration 64Q: 3 clusters Score -730034.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -730044.875000 Penalty: 3094.509766
	Iteration 65Q: 3 clusters Score -730044.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -730050.187500 Penalty: 3094.509766
	Iteration 66Q: 3 clusters Score -730050.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -730058.750000 Penalty: 3094.509766
	Iteration 67Q: 3 clusters Score -730058.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -730066.625000 Penalty: 3094.509766
	Iteration 68Q: 3 clusters Score -730066.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -730074.937500 Penalty: 3094.509766
	Iteration 69Q: 3 clusters Score -730074.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -730082.562500 Penalty: 3094.509766
	Iteration 70Q: 3 clusters Score -730082.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -730093.375000 Penalty: 3094.509766
	Iteration 71Q: 3 clusters Score -730093.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -730101.062500 Penalty: 3094.509766
	Iteration 72Q: 3 clusters Score -730101.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -730110.312500 Penalty: 3094.509766
	Iteration 73Q: 3 clusters Score -730110.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -730122.812500 Penalty: 3094.509766
	Iteration 74Q: 3 clusters Score -730122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -730134.437500 Penalty: 3094.509766
	Iteration 75Q: 3 clusters Score -730134.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -730148.750000 Penalty: 3094.509766
	Iteration 76Q: 3 clusters Score -730148.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -730157.500000 Penalty: 3094.509766
	Iteration 77Q: 3 clusters Score -730157.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -730172.437500 Penalty: 3094.509766
	Iteration 78Q: 3 clusters Score -730172.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -730174.937500 Penalty: 3094.509766
	Iteration 79Q: 3 clusters Score -730174.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -730181.937500 Penalty: 3094.509766
	Iteration 80F: 3 clusters Score -730181.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -730187.750000 Penalty: 3094.509766
	Iteration 81Q: 3 clusters Score -730187.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -730195.312500 Penalty: 3094.509766
	Iteration 82Q: 3 clusters Score -730195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -730203.687500 Penalty: 3094.509766
	Iteration 83Q: 3 clusters Score -730203.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -730206.375000 Penalty: 3094.509766
	Iteration 84Q: 3 clusters Score -730206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -730213.687500 Penalty: 3094.509766
	Iteration 85Q: 3 clusters Score -730213.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -730223.250000 Penalty: 3094.509766
	Iteration 86Q: 3 clusters Score -730223.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -730234.062500 Penalty: 3094.509766
	Iteration 87Q: 3 clusters Score -730234.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -730252.625000 Penalty: 3094.509766
	Iteration 88Q: 3 clusters Score -730252.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -730261.625000 Penalty: 3094.509766
	Iteration 89Q: 3 clusters Score -730261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -730273.125000 Penalty: 3094.509766
	Iteration 90Q: 3 clusters Score -730273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -730278.750000 Penalty: 3094.509766
	Iteration 91Q: 3 clusters Score -730278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -730280.812500 Penalty: 3094.509766
	Iteration 92Q: 3 clusters Score -730280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -730284.812500 Penalty: 3094.509766
	Iteration 93Q: 3 clusters Score -730284.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -730288.250000 Penalty: 3094.509766
	Iteration 94Q: 3 clusters Score -730288.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -730291.875000 Penalty: 3094.509766
	Iteration 95Q: 3 clusters Score -730291.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -730297.750000 Penalty: 3094.509766
	Iteration 96Q: 3 clusters Score -730297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -730303.375000 Penalty: 3094.509766
	Iteration 97Q: 3 clusters Score -730303.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -730307.562500 Penalty: 3094.509766
	Iteration 98Q: 3 clusters Score -730307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -730309.750000 Penalty: 3094.509766
	Iteration 99Q: 3 clusters Score -730309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -730311.500000 Penalty: 3094.509766
	Iteration 100F: 3 clusters Score -730311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -730314.375000 Penalty: 3094.509766
	Iteration 101Q: 3 clusters Score -730314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -730315.437500 Penalty: 3094.509766
	Iteration 102Q: 3 clusters Score -730315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -730315.312500 Penalty: 3094.509766
	Iteration 103Q: 3 clusters Score -730315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -730319.062500 Penalty: 3094.509766
	Iteration 104Q: 3 clusters Score -730319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -730323.937500 Penalty: 3094.509766
	Iteration 105Q: 3 clusters Score -730323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -730329.125000 Penalty: 3094.509766
	Iteration 106Q: 3 clusters Score -730329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -730330.437500 Penalty: 3094.509766
	Iteration 107Q: 3 clusters Score -730330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -730334.750000 Penalty: 3094.509766
	Iteration 108Q: 3 clusters Score -730334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -730334.500000 Penalty: 3094.509766
	Iteration 109Q: 3 clusters Score -730334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -730335.875000 Penalty: 3094.509766
	Iteration 110Q: 3 clusters Score -730335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -730340.500000 Penalty: 3094.509766
	Iteration 111Q: 3 clusters Score -730340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -730344.062500 Penalty: 3094.509766
	Iteration 112Q: 3 clusters Score -730344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -730346.625000 Penalty: 3094.509766
	Iteration 113Q: 3 clusters Score -730346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -730348.812500 Penalty: 3094.509766
	Iteration 114Q: 3 clusters Score -730348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -730350.062500 Penalty: 3094.509766
	Iteration 115Q: 3 clusters Score -730350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -730353.062500 Penalty: 3094.509766
	Iteration 116Q: 3 clusters Score -730353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -730355.687500 Penalty: 3094.509766
	Iteration 117Q: 3 clusters Score -730355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -730359.750000 Penalty: 3094.509766
	Iteration 118Q: 3 clusters Score -730359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -730361.187500 Penalty: 3094.509766
	Iteration 119Q: 3 clusters Score -730361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -730361.812500 Penalty: 3094.509766
	Iteration 120F: 3 clusters Score -730361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -730362.500000 Penalty: 3094.509766
	Iteration 121Q: 3 clusters Score -730362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -730363.125000 Penalty: 3094.509766
	Iteration 122Q: 3 clusters Score -730363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -730365.937500 Penalty: 3094.509766
	Iteration 123Q: 3 clusters Score -730365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -730368.687500 Penalty: 3094.509766
	Iteration 124Q: 3 clusters Score -730368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -730370.187500 Penalty: 3094.509766
	Iteration 125Q: 3 clusters Score -730370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -730370.875000 Penalty: 3094.509766
	Iteration 126Q: 3 clusters Score -730370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -730371.562500 Penalty: 3094.509766
	Iteration 127Q: 3 clusters Score -730371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -730373.062500 Penalty: 3094.509766
	Iteration 128Q: 3 clusters Score -730373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -730373.687500 Penalty: 3094.509766
	Iteration 129Q: 3 clusters Score -730373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -730375.875000 Penalty: 3094.509766
	Iteration 130Q: 3 clusters Score -730375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -730375.000000 Penalty: 3094.509766
	Iteration 131Q: 3 clusters Score -730375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -730375.625000 Penalty: 3094.509766
	Iteration 132Q: 3 clusters Score -730375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -730378.187500 Penalty: 3094.509766
	Iteration 133Q: 3 clusters Score -730378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -730378.312500 Penalty: 3094.509766
	Iteration 134Q: 3 clusters Score -730378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -730378.875000 Penalty: 3094.509766
	Iteration 135Q: 3 clusters Score -730378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -730380.250000 Penalty: 3094.509766
	Iteration 136Q: 3 clusters Score -730380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -730384.562500 Penalty: 3094.509766
	Iteration 137Q: 3 clusters Score -730384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -730387.000000 Penalty: 3094.509766
	Iteration 138Q: 3 clusters Score -730387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -730391.312500 Penalty: 3094.509766
	Iteration 139Q: 3 clusters Score -730391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -730394.750000 Penalty: 3094.509766
	Iteration 140F: 3 clusters Score -730394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -730397.125000 Penalty: 3094.509766
	Iteration 141Q: 3 clusters Score -730397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -730399.687500 Penalty: 3094.509766
	Iteration 142Q: 3 clusters Score -730399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -730402.000000 Penalty: 3094.509766
	Iteration 143Q: 3 clusters Score -730402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -730402.312500 Penalty: 3094.509766
	Iteration 144Q: 3 clusters Score -730402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -730405.875000 Penalty: 3094.509766
	Iteration 145Q: 3 clusters Score -730405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -730408.312500 Penalty: 3094.509766
	Iteration 146Q: 3 clusters Score -730408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -730408.437500 Penalty: 3094.509766
	Iteration 147Q: 3 clusters Score -730408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -730408.437500 Penalty: 3094.509766
	Iteration 148F: 3 clusters Score -730408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Entering Unmasked Estep 
Score: -713654.625000 Penalty: 1550.787231
	Iteration 0F: 2 clusters Score -713654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -703989.437500 Penalty: 3101.574463
	Iteration 0F: 3 clusters Score -703989.4 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -707257.625000 Penalty: 3101.574463
	Iteration 1F: 3 clusters Score -707257.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -707582.500000 Penalty: 3101.574463
	Iteration 2F: 3 clusters Score -707582.5 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -707924.500000 Penalty: 3101.574463
	Iteration 3F: 3 clusters Score -707924.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -708313.750000 Penalty: 3101.574463
	Iteration 4F: 3 clusters Score -708313.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -708763.062500 Penalty: 3101.574463
	Iteration 5F: 3 clusters Score -708763.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -709277.125000 Penalty: 3101.574463
	Iteration 6F: 3 clusters Score -709277.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -709924.062500 Penalty: 3101.574463
	Iteration 7F: 3 clusters Score -709924.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -710634.875000 Penalty: 3101.574463
	Iteration 8F: 3 clusters Score -710634.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -711266.437500 Penalty: 3101.574463
	Iteration 9F: 3 clusters Score -711266.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -711675.312500 Penalty: 3101.574463
	Iteration 10Q: 3 clusters Score -711675.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -711936.500000 Penalty: 3101.574463
	Iteration 11Q: 3 clusters Score -711936.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -712119.687500 Penalty: 3101.574463
	Iteration 12Q: 3 clusters Score -712119.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -712215.437500 Penalty: 3101.574463
	Iteration 13Q: 3 clusters Score -712215.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -712270.250000 Penalty: 3101.574463
	Iteration 14Q: 3 clusters Score -712270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -712309.250000 Penalty: 3101.574463
	Iteration 15Q: 3 clusters Score -712309.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -712336.312500 Penalty: 3101.574463
	Iteration 16Q: 3 clusters Score -712336.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -712349.375000 Penalty: 3101.574463
	Iteration 17Q: 3 clusters Score -712349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -712356.750000 Penalty: 3101.574463
	Iteration 18Q: 3 clusters Score -712356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -712360.562500 Penalty: 3101.574463
	Iteration 19Q: 3 clusters Score -712360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -712360.812500 Penalty: 3101.574463
	Iteration 20F: 3 clusters Score -712360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -712360.625000 Penalty: 3101.574463
	Iteration 21Q: 3 clusters Score -712360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -712360.625000 Penalty: 3101.574463
	Iteration 22F: 3 clusters Score -712360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Entering Unmasked Estep 
Score: -2368382.250000 Penalty: 1742.706299
	Iteration 0F: 2 clusters Score -2368382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2337953.500000 Penalty: 3485.412598
	Iteration 0F: 3 clusters Score -2337954 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2350137.250000 Penalty: 3485.412598
	Iteration 1F: 3 clusters Score -2350137 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2350560.750000 Penalty: 3485.412598
	Iteration 2Q: 3 clusters Score -2350561 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2351055.500000 Penalty: 3485.412598
	Iteration 3Q: 3 clusters Score -2351056 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -2351665.750000 Penalty: 3485.412598
	Iteration 4Q: 3 clusters Score -2351666 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2352430.250000 Penalty: 3485.412598
	Iteration 5Q: 3 clusters Score -2352430 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -2353513.750000 Penalty: 3485.412598
	Iteration 6Q: 3 clusters Score -2353514 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -2355091.500000 Penalty: 3485.412598
	Iteration 7F: 3 clusters Score -2355092 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -2357355.250000 Penalty: 3485.412598
	Iteration 8F: 3 clusters Score -2357355 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -2360217.250000 Penalty: 3485.412598
	Iteration 9F: 3 clusters Score -2360217 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -2362972.500000 Penalty: 3485.412598
	Iteration 10F: 3 clusters Score -2362972 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -2364881.000000 Penalty: 3485.412598
	Iteration 11Q: 3 clusters Score -2364881 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -2365985.750000 Penalty: 3485.412598
	Iteration 12Q: 3 clusters Score -2365986 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -2366471.500000 Penalty: 3485.412598
	Iteration 13Q: 3 clusters Score -2366472 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -2366638.500000 Penalty: 3485.412598
	Iteration 14Q: 3 clusters Score -2366638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -2366718.000000 Penalty: 3485.412598
	Iteration 15Q: 3 clusters Score -2366718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -2366763.500000 Penalty: 3485.412598
	Iteration 16Q: 3 clusters Score -2366764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -2366783.250000 Penalty: 3485.412598
	Iteration 17Q: 3 clusters Score -2366783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -2366787.000000 Penalty: 3485.412598
	Iteration 18Q: 3 clusters Score -2366787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -2366788.500000 Penalty: 3485.412598
	Iteration 19Q: 3 clusters Score -2366788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -2366792.250000 Penalty: 3485.412598
	Iteration 20F: 3 clusters Score -2366792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -2366795.250000 Penalty: 3485.412598
	Iteration 21Q: 3 clusters Score -2366795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -2366795.000000 Penalty: 3485.412598
	Iteration 22Q: 3 clusters Score -2366795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -2366802.750000 Penalty: 3485.412598
	Iteration 23Q: 3 clusters Score -2366803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -2366807.500000 Penalty: 3485.412598
	Iteration 24Q: 3 clusters Score -2366808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -2366809.750000 Penalty: 3485.412598
	Iteration 25Q: 3 clusters Score -2366810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -2366815.500000 Penalty: 3485.412598
	Iteration 26Q: 3 clusters Score -2366816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -2366822.750000 Penalty: 3485.412598
	Iteration 27Q: 3 clusters Score -2366823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -2366829.500000 Penalty: 3485.412598
	Iteration 28Q: 3 clusters Score -2366830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -2366828.750000 Penalty: 3485.412598
	Iteration 29Q: 3 clusters Score -2366829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -2366831.750000 Penalty: 3485.412598
	Iteration 30Q: 3 clusters Score -2366832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -2366833.000000 Penalty: 3485.412598
	Iteration 31Q: 3 clusters Score -2366833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -2366839.250000 Penalty: 3485.412598
	Iteration 32Q: 3 clusters Score -2366839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -2366843.250000 Penalty: 3485.412598
	Iteration 33Q: 3 clusters Score -2366843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -2366842.750000 Penalty: 3485.412598
	Iteration 34Q: 3 clusters Score -2366843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -2366842.750000 Penalty: 3485.412598
	Iteration 35F: 3 clusters Score -2366843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Entering Unmasked Estep 
Score: -434877.531250 Penalty: 1469.100586
	Iteration 0F: 2 clusters Score -434877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -428679.156250 Penalty: 2938.201172
	Iteration 0F: 3 clusters Score -428679.2 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -430598.031250 Penalty: 2938.201172
	Iteration 1F: 3 clusters Score -430598 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -430835.312500 Penalty: 2938.201172
	Iteration 2F: 3 clusters Score -430835.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -431029.281250 Penalty: 2938.201172
	Iteration 3F: 3 clusters Score -431029.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -431195.437500 Penalty: 2938.201172
	Iteration 4Q: 3 clusters Score -431195.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -431342.625000 Penalty: 2938.201172
	Iteration 5Q: 3 clusters Score -431342.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -431479.718750 Penalty: 2938.201172
	Iteration 6Q: 3 clusters Score -431479.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -431634.156250 Penalty: 2938.201172
	Iteration 7Q: 3 clusters Score -431634.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -431792.250000 Penalty: 2938.201172
	Iteration 8Q: 3 clusters Score -431792.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -431962.250000 Penalty: 2938.201172
	Iteration 9Q: 3 clusters Score -431962.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -432173.125000 Penalty: 2938.201172
	Iteration 10Q: 3 clusters Score -432173.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -432437.687500 Penalty: 2938.201172
	Iteration 11Q: 3 clusters Score -432437.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -432675.125000 Penalty: 2938.201172
	Iteration 12Q: 3 clusters Score -432675.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -432851.406250 Penalty: 2938.201172
	Iteration 13Q: 3 clusters Score -432851.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -432980.687500 Penalty: 2938.201172
	Iteration 14Q: 3 clusters Score -432980.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -433073.656250 Penalty: 2938.201172
	Iteration 15Q: 3 clusters Score -433073.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -433131.250000 Penalty: 2938.201172
	Iteration 16Q: 3 clusters Score -433131.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -433167.625000 Penalty: 2938.201172
	Iteration 17Q: 3 clusters Score -433167.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -433193.218750 Penalty: 2938.201172
	Iteration 18Q: 3 clusters Score -433193.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -433217.843750 Penalty: 2938.201172
	Iteration 19Q: 3 clusters Score -433217.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -433248.781250 Penalty: 2938.201172
	Iteration 20F: 3 clusters Score -433248.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -433280.968750 Penalty: 2938.201172
	Iteration 21Q: 3 clusters Score -433281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -433302.718750 Penalty: 2938.201172
	Iteration 22Q: 3 clusters Score -433302.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -433331.218750 Penalty: 2938.201172
	Iteration 23Q: 3 clusters Score -433331.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -433357.750000 Penalty: 2938.201172
	Iteration 24Q: 3 clusters Score -433357.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -433381.156250 Penalty: 2938.201172
	Iteration 25Q: 3 clusters Score -433381.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -433403.250000 Penalty: 2938.201172
	Iteration 26Q: 3 clusters Score -433403.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -433422.687500 Penalty: 2938.201172
	Iteration 27Q: 3 clusters Score -433422.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -433440.593750 Penalty: 2938.201172
	Iteration 28Q: 3 clusters Score -433440.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -433456.906250 Penalty: 2938.201172
	Iteration 29Q: 3 clusters Score -433456.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -433472.562500 Penalty: 2938.201172
	Iteration 30Q: 3 clusters Score -433472.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -433484.218750 Penalty: 2938.201172
	Iteration 31Q: 3 clusters Score -433484.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -433490.375000 Penalty: 2938.201172
	Iteration 32Q: 3 clusters Score -433490.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -433498.968750 Penalty: 2938.201172
	Iteration 33Q: 3 clusters Score -433499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -433504.875000 Penalty: 2938.201172
	Iteration 34Q: 3 clusters Score -433504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -433513.875000 Penalty: 2938.201172
	Iteration 35Q: 3 clusters Score -433513.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -433520.656250 Penalty: 2938.201172
	Iteration 36Q: 3 clusters Score -433520.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -433528.937500 Penalty: 2938.201172
	Iteration 37Q: 3 clusters Score -433528.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -433537.312500 Penalty: 2938.201172
	Iteration 38Q: 3 clusters Score -433537.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -433543.281250 Penalty: 2938.201172
	Iteration 39Q: 3 clusters Score -433543.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -433553.125000 Penalty: 2938.201172
	Iteration 40F: 3 clusters Score -433553.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -433558.343750 Penalty: 2938.201172
	Iteration 41Q: 3 clusters Score -433558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -433559.750000 Penalty: 2938.201172
	Iteration 42Q: 3 clusters Score -433559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -433562.687500 Penalty: 2938.201172
	Iteration 43Q: 3 clusters Score -433562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -433565.125000 Penalty: 2938.201172
	Iteration 44Q: 3 clusters Score -433565.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -433568.218750 Penalty: 2938.201172
	Iteration 45Q: 3 clusters Score -433568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -433573.187500 Penalty: 2938.201172
	Iteration 46Q: 3 clusters Score -433573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -433574.718750 Penalty: 2938.201172
	Iteration 47Q: 3 clusters Score -433574.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -433577.187500 Penalty: 2938.201172
	Iteration 48Q: 3 clusters Score -433577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -433580.750000 Penalty: 2938.201172
	Iteration 49Q: 3 clusters Score -433580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -433581.593750 Penalty: 2938.201172
	Iteration 50Q: 3 clusters Score -433581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -433583.250000 Penalty: 2938.201172
	Iteration 51Q: 3 clusters Score -433583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -433585.625000 Penalty: 2938.201172
	Iteration 52Q: 3 clusters Score -433585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -433584.812500 Penalty: 2938.201172
	Iteration 53Q: 3 clusters Score -433584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -433589.343750 Penalty: 2938.201172
	Iteration 54Q: 3 clusters Score -433589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -433591.531250 Penalty: 2938.201172
	Iteration 55Q: 3 clusters Score -433591.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -433595.937500 Penalty: 2938.201172
	Iteration 56Q: 3 clusters Score -433595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -433598.531250 Penalty: 2938.201172
	Iteration 57Q: 3 clusters Score -433598.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -433599.593750 Penalty: 2938.201172
	Iteration 58Q: 3 clusters Score -433599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -433602.875000 Penalty: 2938.201172
	Iteration 59Q: 3 clusters Score -433602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -433602.718750 Penalty: 2938.201172
	Iteration 60F: 3 clusters Score -433602.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Entering Unmasked Estep 
Score: -474138.218750 Penalty: 1478.472168
	Iteration 0F: 2 clusters Score -474138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -467675.218750 Penalty: 2956.944336
	Iteration 0F: 3 clusters Score -467675.2 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -469739.312500 Penalty: 2956.944336
	Iteration 1F: 3 clusters Score -469739.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -469990.062500 Penalty: 2956.944336
	Iteration 2F: 3 clusters Score -469990.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -470147.625000 Penalty: 2956.944336
	Iteration 3Q: 3 clusters Score -470147.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -470274.875000 Penalty: 2956.944336
	Iteration 4Q: 3 clusters Score -470274.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -470392.031250 Penalty: 2956.944336
	Iteration 5Q: 3 clusters Score -470392 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -470508.031250 Penalty: 2956.944336
	Iteration 6Q: 3 clusters Score -470508 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -470606.250000 Penalty: 2956.944336
	Iteration 7Q: 3 clusters Score -470606.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -470704.812500 Penalty: 2956.944336
	Iteration 8Q: 3 clusters Score -470704.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -470826.093750 Penalty: 2956.944336
	Iteration 9Q: 3 clusters Score -470826.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -470961.875000 Penalty: 2956.944336
	Iteration 10Q: 3 clusters Score -470961.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -471123.531250 Penalty: 2956.944336
	Iteration 11Q: 3 clusters Score -471123.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -471291.125000 Penalty: 2956.944336
	Iteration 12Q: 3 clusters Score -471291.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -471468.656250 Penalty: 2956.944336
	Iteration 13Q: 3 clusters Score -471468.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471612.875000 Penalty: 2956.944336
	Iteration 14Q: 3 clusters Score -471612.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471742.437500 Penalty: 2956.944336
	Iteration 15Q: 3 clusters Score -471742.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -471851.062500 Penalty: 2956.944336
	Iteration 16Q: 3 clusters Score -471851.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -471940.093750 Penalty: 2956.944336
	Iteration 17Q: 3 clusters Score -471940.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -472024.718750 Penalty: 2956.944336
	Iteration 18Q: 3 clusters Score -472024.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -472103.218750 Penalty: 2956.944336
	Iteration 19Q: 3 clusters Score -472103.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -472179.062500 Penalty: 2956.944336
	Iteration 20F: 3 clusters Score -472179.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -472230.406250 Penalty: 2956.944336
	Iteration 21Q: 3 clusters Score -472230.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -472267.468750 Penalty: 2956.944336
	Iteration 22Q: 3 clusters Score -472267.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -472302.000000 Penalty: 2956.944336
	Iteration 23Q: 3 clusters Score -472302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -472331.250000 Penalty: 2956.944336
	Iteration 24Q: 3 clusters Score -472331.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -472365.968750 Penalty: 2956.944336
	Iteration 25Q: 3 clusters Score -472366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -472407.437500 Penalty: 2956.944336
	Iteration 26Q: 3 clusters Score -472407.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -472442.625000 Penalty: 2956.944336
	Iteration 27Q: 3 clusters Score -472442.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -472489.062500 Penalty: 2956.944336
	Iteration 28Q: 3 clusters Score -472489.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -472537.625000 Penalty: 2956.944336
	Iteration 29Q: 3 clusters Score -472537.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -472576.562500 Penalty: 2956.944336
	Iteration 30Q: 3 clusters Score -472576.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -472607.312500 Penalty: 2956.944336
	Iteration 31Q: 3 clusters Score -472607.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -472631.406250 Penalty: 2956.944336
	Iteration 32Q: 3 clusters Score -472631.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -472648.562500 Penalty: 2956.944336
	Iteration 33Q: 3 clusters Score -472648.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -472671.562500 Penalty: 2956.944336
	Iteration 34Q: 3 clusters Score -472671.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -472682.687500 Penalty: 2956.944336
	Iteration 35Q: 3 clusters Score -472682.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -472691.093750 Penalty: 2956.944336
	Iteration 36Q: 3 clusters Score -472691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -472696.500000 Penalty: 2956.944336
	Iteration 37Q: 3 clusters Score -472696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -472704.718750 Penalty: 2956.944336
	Iteration 38Q: 3 clusters Score -472704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -472710.218750 Penalty: 2956.944336
	Iteration 39Q: 3 clusters Score -472710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -472716.187500 Penalty: 2956.944336
	Iteration 40F: 3 clusters Score -472716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -472726.781250 Penalty: 2956.944336
	Iteration 41Q: 3 clusters Score -472726.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -472745.218750 Penalty: 2956.944336
	Iteration 42Q: 3 clusters Score -472745.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -472763.312500 Penalty: 2956.944336
	Iteration 43Q: 3 clusters Score -472763.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -472774.656250 Penalty: 2956.944336
	Iteration 44Q: 3 clusters Score -472774.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -472780.000000 Penalty: 2956.944336
	Iteration 45Q: 3 clusters Score -472780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -472785.062500 Penalty: 2956.944336
	Iteration 46Q: 3 clusters Score -472785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -472792.218750 Penalty: 2956.944336
	Iteration 47Q: 3 clusters Score -472792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -472795.093750 Penalty: 2956.944336
	Iteration 48Q: 3 clusters Score -472795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -472799.000000 Penalty: 2956.944336
	Iteration 49Q: 3 clusters Score -472799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -472804.218750 Penalty: 2956.944336
	Iteration 50Q: 3 clusters Score -472804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -472805.906250 Penalty: 2956.944336
	Iteration 51Q: 3 clusters Score -472805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -472808.750000 Penalty: 2956.944336
	Iteration 52Q: 3 clusters Score -472808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -472811.562500 Penalty: 2956.944336
	Iteration 53Q: 3 clusters Score -472811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -472814.250000 Penalty: 2956.944336
	Iteration 54Q: 3 clusters Score -472814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -472817.718750 Penalty: 2956.944336
	Iteration 55Q: 3 clusters Score -472817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -472823.625000 Penalty: 2956.944336
	Iteration 56Q: 3 clusters Score -472823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -472832.625000 Penalty: 2956.944336
	Iteration 57Q: 3 clusters Score -472832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -472836.562500 Penalty: 2956.944336
	Iteration 58Q: 3 clusters Score -472836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -472836.906250 Penalty: 2956.944336
	Iteration 59Q: 3 clusters Score -472836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -472836.906250 Penalty: 2956.944336
	Iteration 60F: 3 clusters Score -472836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (210318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210318 members 
Entering Unmasked Estep 
Score: -10968078.000000 Penalty: 1991.661133
	Iteration 0F: 2 clusters Score -1.096808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -10826231.000000 Penalty: 3983.322266
	Iteration 0F: 3 clusters Score -1.082623e+07 nChanged 102008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -10886889.000000 Penalty: 3983.322266
	Iteration 1F: 3 clusters Score -1.088689e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -10889159.000000 Penalty: 3983.322266
	Iteration 2Q: 3 clusters Score -1.088916e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -10893665.000000 Penalty: 3983.322266
	Iteration 3Q: 3 clusters Score -1.089366e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -10901718.000000 Penalty: 3983.322266
	Iteration 4F: 3 clusters Score -1.090172e+07 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -10914846.000000 Penalty: 3983.322266
	Iteration 5F: 3 clusters Score -1.091485e+07 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -10932754.000000 Penalty: 3983.322266
	Iteration 6F: 3 clusters Score -1.093275e+07 nChanged 16742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 193416 members 
Entering Unmasked Estep 
Score: -10949666.000000 Penalty: 3983.322266
	Iteration 7F: 3 clusters Score -1.094967e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 203643 members 
Entering Unmasked Estep 
Score: -10959821.000000 Penalty: 3983.322266
	Iteration 8Q: 3 clusters Score -1.095982e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 208212 members 
Entering Unmasked Estep 
Score: -10964213.000000 Penalty: 3983.322266
	Iteration 9Q: 3 clusters Score -1.096421e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 209674 members 
Entering Unmasked Estep 
Score: -10965632.000000 Penalty: 3983.322266
	Iteration 10Q: 3 clusters Score -1.096563e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 210065 members 
Entering Unmasked Estep 
Score: -10966040.000000 Penalty: 3983.322266
	Iteration 11Q: 3 clusters Score -1.096604e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210152 members 
Entering Unmasked Estep 
Score: -10966172.000000 Penalty: 3983.322266
	Iteration 12Q: 3 clusters Score -1.096617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 210177 members 
Entering Unmasked Estep 
Score: -10966248.000000 Penalty: 3983.322266
	Iteration 13Q: 3 clusters Score -1.096625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210182 members 
Entering Unmasked Estep 
Score: -10966270.000000 Penalty: 3983.322266
	Iteration 14Q: 3 clusters Score -1.096627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -10966276.000000 Penalty: 3983.322266
	Iteration 15Q: 3 clusters Score -1.096628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -10966273.000000 Penalty: 3983.322266
	Iteration 16Q: 3 clusters Score -1.096627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210180 members 
Entering Unmasked Estep 
Score: -10966273.000000 Penalty: 3983.322266
	Iteration 17F: 3 clusters Score -1.096627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -160793.171875 Penalty: 1317.112427
	Iteration 0F: 2 clusters Score -160793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -157902.796875 Penalty: 2634.224854
	Iteration 0F: 3 clusters Score -157902.8 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -158604.390625 Penalty: 2634.224854
	Iteration 1F: 3 clusters Score -158604.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -158801.875000 Penalty: 2634.224854
	Iteration 2F: 3 clusters Score -158801.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -158970.781250 Penalty: 2634.224854
	Iteration 3F: 3 clusters Score -158970.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -159113.250000 Penalty: 2634.224854
	Iteration 4F: 3 clusters Score -159113.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -159232.500000 Penalty: 2634.224854
	Iteration 5F: 3 clusters Score -159232.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -159364.500000 Penalty: 2634.224854
	Iteration 6F: 3 clusters Score -159364.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -159479.671875 Penalty: 2634.224854
	Iteration 7Q: 3 clusters Score -159479.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -159565.921875 Penalty: 2634.224854
	Iteration 8Q: 3 clusters Score -159565.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -159653.234375 Penalty: 2634.224854
	Iteration 9Q: 3 clusters Score -159653.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -159735.859375 Penalty: 2634.224854
	Iteration 10Q: 3 clusters Score -159735.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -159810.312500 Penalty: 2634.224854
	Iteration 11Q: 3 clusters Score -159810.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -159873.953125 Penalty: 2634.224854
	Iteration 12Q: 3 clusters Score -159874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -159907.234375 Penalty: 2634.224854
	Iteration 13Q: 3 clusters Score -159907.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -159927.406250 Penalty: 2634.224854
	Iteration 14Q: 3 clusters Score -159927.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -159943.296875 Penalty: 2634.224854
	Iteration 15Q: 3 clusters Score -159943.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -159953.843750 Penalty: 2634.224854
	Iteration 16Q: 3 clusters Score -159953.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -159958.218750 Penalty: 2634.224854
	Iteration 17Q: 3 clusters Score -159958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -159959.781250 Penalty: 2634.224854
	Iteration 18Q: 3 clusters Score -159959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -159961.218750 Penalty: 2634.224854
	Iteration 19Q: 3 clusters Score -159961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -159962.359375 Penalty: 2634.224854
	Iteration 20F: 3 clusters Score -159962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -159962.281250 Penalty: 2634.224854
	Iteration 21Q: 3 clusters Score -159962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -159962.890625 Penalty: 2634.224854
	Iteration 22Q: 3 clusters Score -159962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -159964.187500 Penalty: 2634.224854
	Iteration 23Q: 3 clusters Score -159964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -159964.875000 Penalty: 2634.224854
	Iteration 24Q: 3 clusters Score -159964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -159964.875000 Penalty: 2634.224854
	Iteration 25F: 3 clusters Score -159964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Entering Unmasked Estep 
Score: -2915548.250000 Penalty: 1777.477905
	Iteration 0F: 2 clusters Score -2915548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -2878077.000000 Penalty: 3554.955811
	Iteration 0F: 3 clusters Score -2878077 nChanged 26380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -2892765.500000 Penalty: 3554.955811
	Iteration 1F: 3 clusters Score -2892766 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -2893287.750000 Penalty: 3554.955811
	Iteration 2Q: 3 clusters Score -2893288 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -2893902.500000 Penalty: 3554.955811
	Iteration 3Q: 3 clusters Score -2893902 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -2894718.750000 Penalty: 3554.955811
	Iteration 4Q: 3 clusters Score -2894719 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -2895986.500000 Penalty: 3554.955811
	Iteration 5Q: 3 clusters Score -2895986 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -2897866.750000 Penalty: 3554.955811
	Iteration 6F: 3 clusters Score -2897867 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -2900387.000000 Penalty: 3554.955811
	Iteration 7F: 3 clusters Score -2900387 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -2903345.500000 Penalty: 3554.955811
	Iteration 8F: 3 clusters Score -2903346 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -2906409.750000 Penalty: 3554.955811
	Iteration 9F: 3 clusters Score -2906410 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -2909253.250000 Penalty: 3554.955811
	Iteration 10F: 3 clusters Score -2909253 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -2911401.750000 Penalty: 3554.955811
	Iteration 11Q: 3 clusters Score -2911402 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -2912693.750000 Penalty: 3554.955811
	Iteration 12Q: 3 clusters Score -2912694 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -2913329.750000 Penalty: 3554.955811
	Iteration 13Q: 3 clusters Score -2913330 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -2913656.000000 Penalty: 3554.955811
	Iteration 14Q: 3 clusters Score -2913656 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -2913798.500000 Penalty: 3554.955811
	Iteration 15Q: 3 clusters Score -2913798 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -2913882.500000 Penalty: 3554.955811
	Iteration 16Q: 3 clusters Score -2913882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -2913918.750000 Penalty: 3554.955811
	Iteration 17Q: 3 clusters Score -2913919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -2913943.750000 Penalty: 3554.955811
	Iteration 18Q: 3 clusters Score -2913944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -2913965.250000 Penalty: 3554.955811
	Iteration 19Q: 3 clusters Score -2913965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -2913974.500000 Penalty: 3554.955811
	Iteration 20F: 3 clusters Score -2913974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -2913984.750000 Penalty: 3554.955811
	Iteration 21Q: 3 clusters Score -2913985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -2913984.750000 Penalty: 3554.955811
	Iteration 22Q: 3 clusters Score -2913985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -2913984.250000 Penalty: 3554.955811
	Iteration 23Q: 3 clusters Score -2913984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -2913986.500000 Penalty: 3554.955811
	Iteration 24Q: 3 clusters Score -2913986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -2913996.500000 Penalty: 3554.955811
	Iteration 25Q: 3 clusters Score -2913996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -2913999.000000 Penalty: 3554.955811
	Iteration 26Q: 3 clusters Score -2913999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -2913999.000000 Penalty: 3554.955811
	Iteration 27F: 3 clusters Score -2913999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70315 members 
Mstep: Class 6 contains 9452 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 46281 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 45449 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 210318 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 56293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531732.000000 Penalty: 36418.070312
Iteration 119Q: 18 clusters Score -2.653173e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70312 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 46391 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 45429 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 210308 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 56284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531728.000000 Penalty: 36418.070312
Iteration 120F: 18 clusters Score -2.653173e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 13073 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70300 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 4590 members 
Mstep: Class 8 contains 46501 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 45413 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 17 contains 8928 members 
Mstep: Class 18 contains 210308 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 56285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531674.000000 Penalty: 36418.070312
Iteration 121Q: 18 clusters Score -2.653167e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 12995 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70284 members 
Mstep: Class 6 contains 9452 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 46629 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 13668 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 45403 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 210300 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 56288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531714.000000 Penalty: 36418.070312
Iteration 122Q: 18 clusters Score -2.653171e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70268 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 46791 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 12 contains 13953 members 
Mstep: Class 13 contains 45387 members 
Mstep: Class 15 contains 8393 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 210284 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 56294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531770.000000 Penalty: 36418.070312
Iteration 123Q: 18 clusters Score -2.653177e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 12805 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70256 members 
Mstep: Class 6 contains 9449 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 46947 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 13675 members 
Mstep: Class 12 contains 13955 members 
Mstep: Class 13 contains 45371 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 210262 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 56295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531804.000000 Penalty: 36418.070312
Iteration 124Q: 18 clusters Score -2.65318e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 12727 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70233 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 47131 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 12 contains 13960 members 
Mstep: Class 13 contains 45336 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 17 contains 8895 members 
Mstep: Class 18 contains 210250 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 56296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531818.000000 Penalty: 36418.070312
Iteration 125Q: 18 clusters Score -2.653182e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 12641 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70207 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 47324 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 13676 members 
Mstep: Class 12 contains 13961 members 
Mstep: Class 13 contains 45318 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 210221 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 56294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531920.000000 Penalty: 36418.070312
Iteration 126Q: 18 clusters Score -2.653192e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 12535 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 70191 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 47510 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 45295 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 210199 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 56298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531890.000000 Penalty: 36418.070312
Iteration 127Q: 18 clusters Score -2.653189e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 70167 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 47693 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 45272 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 17 contains 8874 members 
Mstep: Class 18 contains 210178 members 
Mstep: Class 20 contains 3268 members 
Mstep: Class 21 contains 56301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531916.000000 Penalty: 36418.070312
Iteration 128Q: 18 clusters Score -2.653192e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 12325 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 70153 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 47854 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 13676 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 45252 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 17 contains 8868 members 
Mstep: Class 18 contains 210163 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 56323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531908.000000 Penalty: 36418.070312
Iteration 129Q: 18 clusters Score -2.653191e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 70135 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 48049 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 45232 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 17 contains 8854 members 
Mstep: Class 18 contains 210146 members 
Mstep: Class 20 contains 3251 members 
Mstep: Class 21 contains 56346 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 18 clusters Score -2.653189e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 12080 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 70113 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 48262 members 
Mstep: Class 9 contains 2616 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 12 contains 13970 members 
Mstep: Class 13 contains 45205 members 
Mstep: Class 15 contains 8326 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 18 contains 210117 members 
Mstep: Class 20 contains 3239 members 
Mstep: Class 21 contains 56347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 18 clusters Score -2.653193e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 70086 members 
Mstep: Class 6 contains 9453 members 
Mstep: Class 7 contains 4620 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 45180 members 
Mstep: Class 15 contains 8302 members 
Mstep: Class 17 contains 8831 members 
Mstep: Class 18 contains 210096 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 56358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 18 clusters Score -2.653198e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 11846 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 70068 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 48699 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 12 contains 13971 members 
Mstep: Class 13 contains 45152 members 
Mstep: Class 15 contains 8275 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 210049 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 56380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 18 clusters Score -2.653205e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 70040 members 
Mstep: Class 6 contains 9453 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 48909 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 45134 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 210023 members 
Mstep: Class 20 contains 3206 members 
Mstep: Class 21 contains 56396 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 18 clusters Score -2.653208e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 11634 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 70019 members 
Mstep: Class 6 contains 9458 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 49131 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 45109 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 17 contains 8819 members 
Mstep: Class 18 contains 209993 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 56399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532054.000000 Penalty: 36418.070312
Iteration 135Q: 18 clusters Score -2.653205e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 70000 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 49372 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 13685 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 45073 members 
Mstep: Class 15 contains 8182 members 
Mstep: Class 17 contains 8811 members 
Mstep: Class 18 contains 209974 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 56392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 18 clusters Score -2.653208e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4153 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 69987 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 49592 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 45043 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 209940 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 56385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 18 clusters Score -2.653204e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 69969 members 
Mstep: Class 6 contains 9456 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 49845 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 45022 members 
Mstep: Class 15 contains 8110 members 
Mstep: Class 17 contains 8785 members 
Mstep: Class 18 contains 209895 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 21 contains 56386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 18 clusters Score -2.653211e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 11205 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 69953 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 50051 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 12 contains 13966 members 
Mstep: Class 13 contains 45005 members 
Mstep: Class 15 contains 8083 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 209878 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 56386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 18 clusters Score -2.653221e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 11079 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 69937 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 50289 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 44986 members 
Mstep: Class 15 contains 8049 members 
Mstep: Class 17 contains 8770 members 
Mstep: Class 18 contains 209851 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 56393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532298.000000 Penalty: 36418.070312
Iteration 140F: 18 clusters Score -2.65323e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 69926 members 
Mstep: Class 6 contains 9464 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 50532 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 13 contains 44956 members 
Mstep: Class 15 contains 8022 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 209832 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 56404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532268.000000 Penalty: 36418.070312
Iteration 141Q: 18 clusters Score -2.653227e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 10779 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 69927 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 50771 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 13706 members 
Mstep: Class 12 contains 13966 members 
Mstep: Class 13 contains 44937 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 209805 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 56422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532296.000000 Penalty: 36418.070312
Iteration 142Q: 18 clusters Score -2.65323e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 10619 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 69914 members 
Mstep: Class 6 contains 9456 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 51034 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 13707 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 13 contains 44928 members 
Mstep: Class 15 contains 7924 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 209783 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 56448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532426.000000 Penalty: 36418.070312
Iteration 143Q: 18 clusters Score -2.653243e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 69895 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 51309 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 44912 members 
Mstep: Class 15 contains 7862 members 
Mstep: Class 17 contains 8719 members 
Mstep: Class 18 contains 209753 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 21 contains 56491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532470.000000 Penalty: 36418.070312
Iteration 144Q: 18 clusters Score -2.653247e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 10322 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 69876 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 51596 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 12 contains 13972 members 
Mstep: Class 13 contains 44879 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 209705 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 56519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532534.000000 Penalty: 36418.070312
Iteration 145Q: 18 clusters Score -2.653253e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 10216 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 69858 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 51868 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 12 contains 13973 members 
Mstep: Class 13 contains 44842 members 
Mstep: Class 15 contains 7745 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 209665 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 56532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532446.000000 Penalty: 36418.070312
Iteration 146Q: 18 clusters Score -2.653245e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 10103 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 69850 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 52125 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 12 contains 13977 members 
Mstep: Class 13 contains 44807 members 
Mstep: Class 15 contains 7683 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 209639 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 56552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532396.000000 Penalty: 36418.070312
Iteration 147Q: 18 clusters Score -2.65324e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 9990 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 69848 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 52362 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 13706 members 
Mstep: Class 12 contains 13976 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 15 contains 7644 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 209603 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 21 contains 56572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532470.000000 Penalty: 36418.070312
Iteration 148Q: 18 clusters Score -2.653247e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 9891 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 69826 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 52622 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 13706 members 
Mstep: Class 12 contains 13978 members 
Mstep: Class 13 contains 44738 members 
Mstep: Class 15 contains 7597 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 209581 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 56584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532550.000000 Penalty: 36418.070312
Iteration 149Q: 18 clusters Score -2.653255e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 69806 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 52860 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 13714 members 
Mstep: Class 12 contains 13974 members 
Mstep: Class 13 contains 44714 members 
Mstep: Class 15 contains 7558 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 209558 members 
Mstep: Class 20 contains 2972 members 
Mstep: Class 21 contains 56604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532686.000000 Penalty: 36418.070312
Iteration 150Q: 18 clusters Score -2.653269e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 9667 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 69783 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 53075 members 
Mstep: Class 9 contains 2506 members 
Mstep: Class 10 contains 13725 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 13 contains 44676 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 209543 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 56630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532688.000000 Penalty: 36418.070312
Iteration 151Q: 18 clusters Score -2.653269e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 9545 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 69762 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 53322 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 12 contains 13961 members 
Mstep: Class 13 contains 44646 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 17 contains 8583 members 
Mstep: Class 18 contains 209527 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532830.000000 Penalty: 36418.070312
Iteration 152Q: 18 clusters Score -2.653283e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 9424 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 69744 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 53545 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 13738 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 44620 members 
Mstep: Class 15 contains 7390 members 
Mstep: Class 17 contains 8573 members 
Mstep: Class 18 contains 209511 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 56683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532926.000000 Penalty: 36418.070312
Iteration 153Q: 18 clusters Score -2.653293e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 9312 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 69716 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 53780 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 44594 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 17 contains 8559 members 
Mstep: Class 18 contains 209503 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 56712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532898.000000 Penalty: 36418.070312
Iteration 154Q: 18 clusters Score -2.65329e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 9220 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 69702 members 
Mstep: Class 6 contains 9435 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 53999 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 13736 members 
Mstep: Class 12 contains 13939 members 
Mstep: Class 13 contains 44575 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 17 contains 8548 members 
Mstep: Class 18 contains 209489 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 56733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533034.000000 Penalty: 36418.070312
Iteration 155Q: 18 clusters Score -2.653303e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 5 contains 69690 members 
Mstep: Class 6 contains 9426 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 54228 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 13738 members 
Mstep: Class 12 contains 13930 members 
Mstep: Class 13 contains 44551 members 
Mstep: Class 15 contains 7209 members 
Mstep: Class 17 contains 8539 members 
Mstep: Class 18 contains 209469 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 56752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533082.000000 Penalty: 36418.070312
Iteration 156Q: 18 clusters Score -2.653308e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 69682 members 
Mstep: Class 6 contains 9424 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 54477 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 12 contains 13921 members 
Mstep: Class 13 contains 44499 members 
Mstep: Class 15 contains 7146 members 
Mstep: Class 17 contains 8526 members 
Mstep: Class 18 contains 209459 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 56759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533258.000000 Penalty: 36418.070312
Iteration 157Q: 18 clusters Score -2.653326e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 69661 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 54711 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 13751 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 44457 members 
Mstep: Class 15 contains 7093 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 209437 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 56763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533360.000000 Penalty: 36418.070312
Iteration 158Q: 18 clusters Score -2.653336e+07 nChanged 510
Entering ConstructFrom: 
Score: -26533360.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Entering Unmasked Estep 
Score: -927983.500000 Penalty: 1586.696045
	Iteration 0F: 2 clusters Score -927983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -915985.125000 Penalty: 3173.392090
	Iteration 0F: 3 clusters Score -915985.1 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -920318.625000 Penalty: 3173.392090
	Iteration 1F: 3 clusters Score -920318.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -920739.312500 Penalty: 3173.392090
	Iteration 2F: 3 clusters Score -920739.3 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -921171.562500 Penalty: 3173.392090
	Iteration 3F: 3 clusters Score -921171.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -921680.375000 Penalty: 3173.392090
	Iteration 4F: 3 clusters Score -921680.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -922244.750000 Penalty: 3173.392090
	Iteration 5F: 3 clusters Score -922244.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -922954.750000 Penalty: 3173.392090
	Iteration 6F: 3 clusters Score -922954.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -923817.375000 Penalty: 3173.392090
	Iteration 7F: 3 clusters Score -923817.4 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -924691.375000 Penalty: 3173.392090
	Iteration 8F: 3 clusters Score -924691.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -925216.812500 Penalty: 3173.392090
	Iteration 9Q: 3 clusters Score -925216.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -925461.687500 Penalty: 3173.392090
	Iteration 10Q: 3 clusters Score -925461.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -925590.437500 Penalty: 3173.392090
	Iteration 11Q: 3 clusters Score -925590.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -925685.125000 Penalty: 3173.392090
	Iteration 12Q: 3 clusters Score -925685.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -925756.250000 Penalty: 3173.392090
	Iteration 13Q: 3 clusters Score -925756.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -925814.500000 Penalty: 3173.392090
	Iteration 14Q: 3 clusters Score -925814.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -925874.812500 Penalty: 3173.392090
	Iteration 15Q: 3 clusters Score -925874.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -925944.562500 Penalty: 3173.392090
	Iteration 16Q: 3 clusters Score -925944.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -926019.250000 Penalty: 3173.392090
	Iteration 17Q: 3 clusters Score -926019.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -926085.312500 Penalty: 3173.392090
	Iteration 18Q: 3 clusters Score -926085.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -926141.000000 Penalty: 3173.392090
	Iteration 19Q: 3 clusters Score -926141 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -926196.375000 Penalty: 3173.392090
	Iteration 20F: 3 clusters Score -926196.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -926247.562500 Penalty: 3173.392090
	Iteration 21Q: 3 clusters Score -926247.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -926296.875000 Penalty: 3173.392090
	Iteration 22Q: 3 clusters Score -926296.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -926331.000000 Penalty: 3173.392090
	Iteration 23Q: 3 clusters Score -926331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -926356.937500 Penalty: 3173.392090
	Iteration 24Q: 3 clusters Score -926356.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -926382.250000 Penalty: 3173.392090
	Iteration 25Q: 3 clusters Score -926382.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -926408.437500 Penalty: 3173.392090
	Iteration 26Q: 3 clusters Score -926408.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -926431.562500 Penalty: 3173.392090
	Iteration 27Q: 3 clusters Score -926431.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -926452.312500 Penalty: 3173.392090
	Iteration 28Q: 3 clusters Score -926452.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -926473.625000 Penalty: 3173.392090
	Iteration 29Q: 3 clusters Score -926473.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -926489.562500 Penalty: 3173.392090
	Iteration 30Q: 3 clusters Score -926489.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -926504.937500 Penalty: 3173.392090
	Iteration 31Q: 3 clusters Score -926504.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -926521.750000 Penalty: 3173.392090
	Iteration 32Q: 3 clusters Score -926521.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -926531.937500 Penalty: 3173.392090
	Iteration 33Q: 3 clusters Score -926531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -926537.812500 Penalty: 3173.392090
	Iteration 34Q: 3 clusters Score -926537.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -926542.875000 Penalty: 3173.392090
	Iteration 35Q: 3 clusters Score -926542.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -926548.125000 Penalty: 3173.392090
	Iteration 36Q: 3 clusters Score -926548.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -926549.937500 Penalty: 3173.392090
	Iteration 37Q: 3 clusters Score -926549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -926557.125000 Penalty: 3173.392090
	Iteration 38Q: 3 clusters Score -926557.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -926557.562500 Penalty: 3173.392090
	Iteration 39Q: 3 clusters Score -926557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -926562.437500 Penalty: 3173.392090
	Iteration 40F: 3 clusters Score -926562.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -926568.750000 Penalty: 3173.392090
	Iteration 41Q: 3 clusters Score -926568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -926576.187500 Penalty: 3173.392090
	Iteration 42Q: 3 clusters Score -926576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -926582.437500 Penalty: 3173.392090
	Iteration 43Q: 3 clusters Score -926582.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -926590.625000 Penalty: 3173.392090
	Iteration 44Q: 3 clusters Score -926590.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -926594.875000 Penalty: 3173.392090
	Iteration 45Q: 3 clusters Score -926594.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -926599.062500 Penalty: 3173.392090
	Iteration 46Q: 3 clusters Score -926599.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -926602.125000 Penalty: 3173.392090
	Iteration 47Q: 3 clusters Score -926602.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -926603.062500 Penalty: 3173.392090
	Iteration 48Q: 3 clusters Score -926603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -926609.125000 Penalty: 3173.392090
	Iteration 49Q: 3 clusters Score -926609.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -926613.125000 Penalty: 3173.392090
	Iteration 50Q: 3 clusters Score -926613.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -926617.750000 Penalty: 3173.392090
	Iteration 51Q: 3 clusters Score -926617.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -926622.437500 Penalty: 3173.392090
	Iteration 52Q: 3 clusters Score -926622.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -926625.875000 Penalty: 3173.392090
	Iteration 53Q: 3 clusters Score -926625.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -926633.375000 Penalty: 3173.392090
	Iteration 54Q: 3 clusters Score -926633.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -926641.375000 Penalty: 3173.392090
	Iteration 55Q: 3 clusters Score -926641.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -926649.000000 Penalty: 3173.392090
	Iteration 56Q: 3 clusters Score -926649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -926652.437500 Penalty: 3173.392090
	Iteration 57Q: 3 clusters Score -926652.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -926664.875000 Penalty: 3173.392090
	Iteration 58Q: 3 clusters Score -926664.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -926665.250000 Penalty: 3173.392090
	Iteration 59Q: 3 clusters Score -926665.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -926666.750000 Penalty: 3173.392090
	Iteration 60F: 3 clusters Score -926666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -926667.437500 Penalty: 3173.392090
	Iteration 61Q: 3 clusters Score -926667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -926671.312500 Penalty: 3173.392090
	Iteration 62Q: 3 clusters Score -926671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -926671.562500 Penalty: 3173.392090
	Iteration 63Q: 3 clusters Score -926671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -926673.625000 Penalty: 3173.392090
	Iteration 64Q: 3 clusters Score -926673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -926675.125000 Penalty: 3173.392090
	Iteration 65Q: 3 clusters Score -926675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -926677.125000 Penalty: 3173.392090
	Iteration 66Q: 3 clusters Score -926677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -926680.375000 Penalty: 3173.392090
	Iteration 67Q: 3 clusters Score -926680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -926684.687500 Penalty: 3173.392090
	Iteration 68Q: 3 clusters Score -926684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -926682.062500 Penalty: 3173.392090
	Iteration 69Q: 3 clusters Score -926682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -926682.312500 Penalty: 3173.392090
	Iteration 70Q: 3 clusters Score -926682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -926684.000000 Penalty: 3173.392090
	Iteration 71Q: 3 clusters Score -926684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -926684.812500 Penalty: 3173.392090
	Iteration 72Q: 3 clusters Score -926684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -926684.437500 Penalty: 3173.392090
	Iteration 73Q: 3 clusters Score -926684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -926685.062500 Penalty: 3173.392090
	Iteration 74Q: 3 clusters Score -926685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -926685.062500 Penalty: 3173.392090
	Iteration 75F: 3 clusters Score -926685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -211920.906250 Penalty: 1350.122437
	Iteration 0F: 2 clusters Score -211920.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -208517.906250 Penalty: 2700.244873
	Iteration 0F: 3 clusters Score -208517.9 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -209343.968750 Penalty: 2700.244873
	Iteration 1F: 3 clusters Score -209344 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -209487.921875 Penalty: 2700.244873
	Iteration 2F: 3 clusters Score -209487.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -209603.890625 Penalty: 2700.244873
	Iteration 3F: 3 clusters Score -209603.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -209668.000000 Penalty: 2700.244873
	Iteration 4Q: 3 clusters Score -209668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -209714.406250 Penalty: 2700.244873
	Iteration 5Q: 3 clusters Score -209714.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -209749.890625 Penalty: 2700.244873
	Iteration 6Q: 3 clusters Score -209749.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -209784.750000 Penalty: 2700.244873
	Iteration 7Q: 3 clusters Score -209784.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -209825.843750 Penalty: 2700.244873
	Iteration 8Q: 3 clusters Score -209825.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -209859.609375 Penalty: 2700.244873
	Iteration 9Q: 3 clusters Score -209859.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -209892.390625 Penalty: 2700.244873
	Iteration 10Q: 3 clusters Score -209892.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -209930.203125 Penalty: 2700.244873
	Iteration 11Q: 3 clusters Score -209930.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -209962.593750 Penalty: 2700.244873
	Iteration 12Q: 3 clusters Score -209962.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -209985.296875 Penalty: 2700.244873
	Iteration 13Q: 3 clusters Score -209985.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -210006.703125 Penalty: 2700.244873
	Iteration 14Q: 3 clusters Score -210006.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -210025.484375 Penalty: 2700.244873
	Iteration 15Q: 3 clusters Score -210025.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -210047.062500 Penalty: 2700.244873
	Iteration 16Q: 3 clusters Score -210047.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -210069.531250 Penalty: 2700.244873
	Iteration 17Q: 3 clusters Score -210069.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -210089.296875 Penalty: 2700.244873
	Iteration 18Q: 3 clusters Score -210089.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -210111.203125 Penalty: 2700.244873
	Iteration 19Q: 3 clusters Score -210111.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -210140.656250 Penalty: 2700.244873
	Iteration 20F: 3 clusters Score -210140.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -210169.015625 Penalty: 2700.244873
	Iteration 21Q: 3 clusters Score -210169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -210200.375000 Penalty: 2700.244873
	Iteration 22Q: 3 clusters Score -210200.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -210235.359375 Penalty: 2700.244873
	Iteration 23Q: 3 clusters Score -210235.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -210265.078125 Penalty: 2700.244873
	Iteration 24Q: 3 clusters Score -210265.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -210289.203125 Penalty: 2700.244873
	Iteration 25Q: 3 clusters Score -210289.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -210315.250000 Penalty: 2700.244873
	Iteration 26Q: 3 clusters Score -210315.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -210343.484375 Penalty: 2700.244873
	Iteration 27Q: 3 clusters Score -210343.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -210369.734375 Penalty: 2700.244873
	Iteration 28Q: 3 clusters Score -210369.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -210391.718750 Penalty: 2700.244873
	Iteration 29Q: 3 clusters Score -210391.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -210413.218750 Penalty: 2700.244873
	Iteration 30Q: 3 clusters Score -210413.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -210439.375000 Penalty: 2700.244873
	Iteration 31Q: 3 clusters Score -210439.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -210455.375000 Penalty: 2700.244873
	Iteration 32Q: 3 clusters Score -210455.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -210469.031250 Penalty: 2700.244873
	Iteration 33Q: 3 clusters Score -210469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -210481.828125 Penalty: 2700.244873
	Iteration 34Q: 3 clusters Score -210481.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -210495.453125 Penalty: 2700.244873
	Iteration 35Q: 3 clusters Score -210495.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -210508.390625 Penalty: 2700.244873
	Iteration 36Q: 3 clusters Score -210508.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -210524.421875 Penalty: 2700.244873
	Iteration 37Q: 3 clusters Score -210524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -210541.234375 Penalty: 2700.244873
	Iteration 38Q: 3 clusters Score -210541.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -210558.859375 Penalty: 2700.244873
	Iteration 39Q: 3 clusters Score -210558.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -210571.968750 Penalty: 2700.244873
	Iteration 40F: 3 clusters Score -210572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -210585.187500 Penalty: 2700.244873
	Iteration 41Q: 3 clusters Score -210585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -210594.390625 Penalty: 2700.244873
	Iteration 42Q: 3 clusters Score -210594.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -210606.250000 Penalty: 2700.244873
	Iteration 43Q: 3 clusters Score -210606.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -210616.734375 Penalty: 2700.244873
	Iteration 44Q: 3 clusters Score -210616.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -210627.296875 Penalty: 2700.244873
	Iteration 45Q: 3 clusters Score -210627.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -210635.875000 Penalty: 2700.244873
	Iteration 46Q: 3 clusters Score -210635.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -210642.015625 Penalty: 2700.244873
	Iteration 47Q: 3 clusters Score -210642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -210646.843750 Penalty: 2700.244873
	Iteration 48Q: 3 clusters Score -210646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -210652.000000 Penalty: 2700.244873
	Iteration 49Q: 3 clusters Score -210652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -210655.937500 Penalty: 2700.244873
	Iteration 50Q: 3 clusters Score -210655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -210661.296875 Penalty: 2700.244873
	Iteration 51Q: 3 clusters Score -210661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -210665.546875 Penalty: 2700.244873
	Iteration 52Q: 3 clusters Score -210665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -210668.140625 Penalty: 2700.244873
	Iteration 53Q: 3 clusters Score -210668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -210669.421875 Penalty: 2700.244873
	Iteration 54Q: 3 clusters Score -210669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -210669.531250 Penalty: 2700.244873
	Iteration 55Q: 3 clusters Score -210669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -210670.718750 Penalty: 2700.244873
	Iteration 56Q: 3 clusters Score -210670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -210673.625000 Penalty: 2700.244873
	Iteration 57Q: 3 clusters Score -210673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -210678.734375 Penalty: 2700.244873
	Iteration 58Q: 3 clusters Score -210678.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -210682.562500 Penalty: 2700.244873
	Iteration 59Q: 3 clusters Score -210682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -210685.437500 Penalty: 2700.244873
	Iteration 60F: 3 clusters Score -210685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -210688.421875 Penalty: 2700.244873
	Iteration 61Q: 3 clusters Score -210688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -210691.812500 Penalty: 2700.244873
	Iteration 62Q: 3 clusters Score -210691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -210696.406250 Penalty: 2700.244873
	Iteration 63Q: 3 clusters Score -210696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -210705.484375 Penalty: 2700.244873
	Iteration 64Q: 3 clusters Score -210705.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -210710.796875 Penalty: 2700.244873
	Iteration 65Q: 3 clusters Score -210710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -210713.359375 Penalty: 2700.244873
	Iteration 66Q: 3 clusters Score -210713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -210717.218750 Penalty: 2700.244873
	Iteration 67Q: 3 clusters Score -210717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -210718.859375 Penalty: 2700.244873
	Iteration 68Q: 3 clusters Score -210718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -210721.937500 Penalty: 2700.244873
	Iteration 69Q: 3 clusters Score -210721.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -210726.046875 Penalty: 2700.244873
	Iteration 70Q: 3 clusters Score -210726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -210731.953125 Penalty: 2700.244873
	Iteration 71Q: 3 clusters Score -210732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -210736.531250 Penalty: 2700.244873
	Iteration 72Q: 3 clusters Score -210736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -210740.578125 Penalty: 2700.244873
	Iteration 73Q: 3 clusters Score -210740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -210744.562500 Penalty: 2700.244873
	Iteration 74Q: 3 clusters Score -210744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -210749.593750 Penalty: 2700.244873
	Iteration 75Q: 3 clusters Score -210749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -210756.546875 Penalty: 2700.244873
	Iteration 76Q: 3 clusters Score -210756.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -210761.906250 Penalty: 2700.244873
	Iteration 77Q: 3 clusters Score -210761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -210764.390625 Penalty: 2700.244873
	Iteration 78Q: 3 clusters Score -210764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -210766.390625 Penalty: 2700.244873
	Iteration 79Q: 3 clusters Score -210766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -210770.156250 Penalty: 2700.244873
	Iteration 80F: 3 clusters Score -210770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -210774.718750 Penalty: 2700.244873
	Iteration 81Q: 3 clusters Score -210774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -210778.640625 Penalty: 2700.244873
	Iteration 82Q: 3 clusters Score -210778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -210781.203125 Penalty: 2700.244873
	Iteration 83Q: 3 clusters Score -210781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -210784.203125 Penalty: 2700.244873
	Iteration 84Q: 3 clusters Score -210784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -210785.500000 Penalty: 2700.244873
	Iteration 85Q: 3 clusters Score -210785.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -210786.281250 Penalty: 2700.244873
	Iteration 86Q: 3 clusters Score -210786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -210786.203125 Penalty: 2700.244873
	Iteration 87Q: 3 clusters Score -210786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -210786.203125 Penalty: 2700.244873
	Iteration 88F: 3 clusters Score -210786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Entering Unmasked Estep 
Score: -467317.250000 Penalty: 1476.515625
	Iteration 0F: 2 clusters Score -467317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -460974.593750 Penalty: 2953.031250
	Iteration 0F: 3 clusters Score -460974.6 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -462990.500000 Penalty: 2953.031250
	Iteration 1F: 3 clusters Score -462990.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -463253.718750 Penalty: 2953.031250
	Iteration 2F: 3 clusters Score -463253.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -463449.843750 Penalty: 2953.031250
	Iteration 3F: 3 clusters Score -463449.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -463638.531250 Penalty: 2953.031250
	Iteration 4Q: 3 clusters Score -463638.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -463853.406250 Penalty: 2953.031250
	Iteration 5Q: 3 clusters Score -463853.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -464085.812500 Penalty: 2953.031250
	Iteration 6Q: 3 clusters Score -464085.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -464350.218750 Penalty: 2953.031250
	Iteration 7F: 3 clusters Score -464350.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -464644.500000 Penalty: 2953.031250
	Iteration 8F: 3 clusters Score -464644.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -464910.906250 Penalty: 2953.031250
	Iteration 9Q: 3 clusters Score -464910.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -465113.375000 Penalty: 2953.031250
	Iteration 10Q: 3 clusters Score -465113.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -465292.218750 Penalty: 2953.031250
	Iteration 11Q: 3 clusters Score -465292.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -465423.281250 Penalty: 2953.031250
	Iteration 12Q: 3 clusters Score -465423.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -465523.343750 Penalty: 2953.031250
	Iteration 13Q: 3 clusters Score -465523.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -465604.843750 Penalty: 2953.031250
	Iteration 14Q: 3 clusters Score -465604.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -465671.906250 Penalty: 2953.031250
	Iteration 15Q: 3 clusters Score -465671.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -465729.656250 Penalty: 2953.031250
	Iteration 16Q: 3 clusters Score -465729.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -465775.375000 Penalty: 2953.031250
	Iteration 17Q: 3 clusters Score -465775.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -465815.218750 Penalty: 2953.031250
	Iteration 18Q: 3 clusters Score -465815.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -465858.906250 Penalty: 2953.031250
	Iteration 19Q: 3 clusters Score -465858.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -465892.343750 Penalty: 2953.031250
	Iteration 20F: 3 clusters Score -465892.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -465917.937500 Penalty: 2953.031250
	Iteration 21Q: 3 clusters Score -465917.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -465947.343750 Penalty: 2953.031250
	Iteration 22Q: 3 clusters Score -465947.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -465966.875000 Penalty: 2953.031250
	Iteration 23Q: 3 clusters Score -465966.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -465981.531250 Penalty: 2953.031250
	Iteration 24Q: 3 clusters Score -465981.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -465992.781250 Penalty: 2953.031250
	Iteration 25Q: 3 clusters Score -465992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -466002.000000 Penalty: 2953.031250
	Iteration 26Q: 3 clusters Score -466002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -466010.250000 Penalty: 2953.031250
	Iteration 27Q: 3 clusters Score -466010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -466018.593750 Penalty: 2953.031250
	Iteration 28Q: 3 clusters Score -466018.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -466031.062500 Penalty: 2953.031250
	Iteration 29Q: 3 clusters Score -466031.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -466038.687500 Penalty: 2953.031250
	Iteration 30Q: 3 clusters Score -466038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -466044.968750 Penalty: 2953.031250
	Iteration 31Q: 3 clusters Score -466045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -466050.625000 Penalty: 2953.031250
	Iteration 32Q: 3 clusters Score -466050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -466054.718750 Penalty: 2953.031250
	Iteration 33Q: 3 clusters Score -466054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -466059.156250 Penalty: 2953.031250
	Iteration 34Q: 3 clusters Score -466059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -466064.843750 Penalty: 2953.031250
	Iteration 35Q: 3 clusters Score -466064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -466067.968750 Penalty: 2953.031250
	Iteration 36Q: 3 clusters Score -466068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -466068.406250 Penalty: 2953.031250
	Iteration 37Q: 3 clusters Score -466068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -466070.656250 Penalty: 2953.031250
	Iteration 38Q: 3 clusters Score -466070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -466074.187500 Penalty: 2953.031250
	Iteration 39Q: 3 clusters Score -466074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -466075.531250 Penalty: 2953.031250
	Iteration 40F: 3 clusters Score -466075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -466077.000000 Penalty: 2953.031250
	Iteration 41Q: 3 clusters Score -466077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -466077.625000 Penalty: 2953.031250
	Iteration 42Q: 3 clusters Score -466077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -466077.625000 Penalty: 2953.031250
	Iteration 43F: 3 clusters Score -466077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -156270.375000 Penalty: 1309.581055
	Iteration 0F: 2 clusters Score -156270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -153460.078125 Penalty: 2619.162109
	Iteration 0F: 3 clusters Score -153460.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -154315.250000 Penalty: 2619.162109
	Iteration 1F: 3 clusters Score -154315.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -154596.203125 Penalty: 2619.162109
	Iteration 2F: 3 clusters Score -154596.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -154804.265625 Penalty: 2619.162109
	Iteration 3F: 3 clusters Score -154804.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -154965.515625 Penalty: 2619.162109
	Iteration 4F: 3 clusters Score -154965.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -155089.187500 Penalty: 2619.162109
	Iteration 5F: 3 clusters Score -155089.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -155188.906250 Penalty: 2619.162109
	Iteration 6Q: 3 clusters Score -155188.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -155266.687500 Penalty: 2619.162109
	Iteration 7Q: 3 clusters Score -155266.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -155342.656250 Penalty: 2619.162109
	Iteration 8Q: 3 clusters Score -155342.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -155406.140625 Penalty: 2619.162109
	Iteration 9Q: 3 clusters Score -155406.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -155457.437500 Penalty: 2619.162109
	Iteration 10Q: 3 clusters Score -155457.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -155486.000000 Penalty: 2619.162109
	Iteration 11Q: 3 clusters Score -155486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -155503.906250 Penalty: 2619.162109
	Iteration 12Q: 3 clusters Score -155503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -155512.656250 Penalty: 2619.162109
	Iteration 13Q: 3 clusters Score -155512.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -155517.828125 Penalty: 2619.162109
	Iteration 14Q: 3 clusters Score -155517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -155523.484375 Penalty: 2619.162109
	Iteration 15Q: 3 clusters Score -155523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -155528.156250 Penalty: 2619.162109
	Iteration 16Q: 3 clusters Score -155528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -155530.609375 Penalty: 2619.162109
	Iteration 17Q: 3 clusters Score -155530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -155535.625000 Penalty: 2619.162109
	Iteration 18Q: 3 clusters Score -155535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -155540.343750 Penalty: 2619.162109
	Iteration 19Q: 3 clusters Score -155540.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -155543.968750 Penalty: 2619.162109
	Iteration 20F: 3 clusters Score -155544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -155548.453125 Penalty: 2619.162109
	Iteration 21Q: 3 clusters Score -155548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -155551.359375 Penalty: 2619.162109
	Iteration 22Q: 3 clusters Score -155551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -155552.375000 Penalty: 2619.162109
	Iteration 23Q: 3 clusters Score -155552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -155552.390625 Penalty: 2619.162109
	Iteration 24Q: 3 clusters Score -155552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -155552.687500 Penalty: 2619.162109
	Iteration 25Q: 3 clusters Score -155552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -155553.484375 Penalty: 2619.162109
	Iteration 26Q: 3 clusters Score -155553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -155554.203125 Penalty: 2619.162109
	Iteration 27Q: 3 clusters Score -155554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -155555.734375 Penalty: 2619.162109
	Iteration 28Q: 3 clusters Score -155555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -155556.187500 Penalty: 2619.162109
	Iteration 29Q: 3 clusters Score -155556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -155556.187500 Penalty: 2619.162109
	Iteration 30F: 3 clusters Score -155556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Entering Unmasked Estep 
Score: -3633372.750000 Penalty: 1812.076294
	Iteration 0F: 2 clusters Score -3633373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -3586562.500000 Penalty: 3624.152588
	Iteration 0F: 3 clusters Score -3586562 nChanged 33268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3605454.500000 Penalty: 3624.152588
	Iteration 1F: 3 clusters Score -3605454 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3606316.250000 Penalty: 3624.152588
	Iteration 2Q: 3 clusters Score -3606316 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3607529.000000 Penalty: 3624.152588
	Iteration 3Q: 3 clusters Score -3607529 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3609499.000000 Penalty: 3624.152588
	Iteration 4F: 3 clusters Score -3609499 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3612595.250000 Penalty: 3624.152588
	Iteration 5F: 3 clusters Score -3612595 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3616783.500000 Penalty: 3624.152588
	Iteration 6F: 3 clusters Score -3616784 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3621571.750000 Penalty: 3624.152588
	Iteration 7F: 3 clusters Score -3621572 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3625877.750000 Penalty: 3624.152588
	Iteration 8F: 3 clusters Score -3625878 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3628964.750000 Penalty: 3624.152588
	Iteration 9Q: 3 clusters Score -3628965 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3630506.500000 Penalty: 3624.152588
	Iteration 10Q: 3 clusters Score -3630506 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3631185.000000 Penalty: 3624.152588
	Iteration 11Q: 3 clusters Score -3631185 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3631461.000000 Penalty: 3624.152588
	Iteration 12Q: 3 clusters Score -3631461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3631603.750000 Penalty: 3624.152588
	Iteration 13Q: 3 clusters Score -3631604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3631672.500000 Penalty: 3624.152588
	Iteration 14Q: 3 clusters Score -3631672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3631711.250000 Penalty: 3624.152588
	Iteration 15Q: 3 clusters Score -3631711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3631739.500000 Penalty: 3624.152588
	Iteration 16Q: 3 clusters Score -3631740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3631755.750000 Penalty: 3624.152588
	Iteration 17Q: 3 clusters Score -3631756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3631770.750000 Penalty: 3624.152588
	Iteration 18Q: 3 clusters Score -3631771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3631776.500000 Penalty: 3624.152588
	Iteration 19Q: 3 clusters Score -3631776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3631781.250000 Penalty: 3624.152588
	Iteration 20F: 3 clusters Score -3631781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3631786.500000 Penalty: 3624.152588
	Iteration 21Q: 3 clusters Score -3631786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3631794.250000 Penalty: 3624.152588
	Iteration 22Q: 3 clusters Score -3631794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3631796.500000 Penalty: 3624.152588
	Iteration 23Q: 3 clusters Score -3631796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3631793.750000 Penalty: 3624.152588
	Iteration 24Q: 3 clusters Score -3631794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3631793.750000 Penalty: 3624.152588
	Iteration 25F: 3 clusters Score -3631794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -413309.031250 Penalty: 1487.177734
	Iteration 0F: 2 clusters Score -413309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -406486.406250 Penalty: 2974.355469
	Iteration 0F: 3 clusters Score -406486.4 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -408676.625000 Penalty: 2974.355469
	Iteration 1F: 3 clusters Score -408676.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -408948.562500 Penalty: 2974.355469
	Iteration 2F: 3 clusters Score -408948.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -409169.781250 Penalty: 2974.355469
	Iteration 3F: 3 clusters Score -409169.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -409392.687500 Penalty: 2974.355469
	Iteration 4Q: 3 clusters Score -409392.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -409620.062500 Penalty: 2974.355469
	Iteration 5Q: 3 clusters Score -409620.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -409882.031250 Penalty: 2974.355469
	Iteration 6Q: 3 clusters Score -409882 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -410149.062500 Penalty: 2974.355469
	Iteration 7Q: 3 clusters Score -410149.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -410398.406250 Penalty: 2974.355469
	Iteration 8Q: 3 clusters Score -410398.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -410637.031250 Penalty: 2974.355469
	Iteration 9Q: 3 clusters Score -410637 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -410892.406250 Penalty: 2974.355469
	Iteration 10Q: 3 clusters Score -410892.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -411147.593750 Penalty: 2974.355469
	Iteration 11Q: 3 clusters Score -411147.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -411416.906250 Penalty: 2974.355469
	Iteration 12Q: 3 clusters Score -411416.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -411632.062500 Penalty: 2974.355469
	Iteration 13Q: 3 clusters Score -411632.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -411795.375000 Penalty: 2974.355469
	Iteration 14Q: 3 clusters Score -411795.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -411899.312500 Penalty: 2974.355469
	Iteration 15Q: 3 clusters Score -411899.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -411985.500000 Penalty: 2974.355469
	Iteration 16Q: 3 clusters Score -411985.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -412045.875000 Penalty: 2974.355469
	Iteration 17Q: 3 clusters Score -412045.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -412089.875000 Penalty: 2974.355469
	Iteration 18Q: 3 clusters Score -412089.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -412120.812500 Penalty: 2974.355469
	Iteration 19Q: 3 clusters Score -412120.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -412140.500000 Penalty: 2974.355469
	Iteration 20F: 3 clusters Score -412140.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -412154.468750 Penalty: 2974.355469
	Iteration 21Q: 3 clusters Score -412154.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -412164.875000 Penalty: 2974.355469
	Iteration 22Q: 3 clusters Score -412164.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -412177.562500 Penalty: 2974.355469
	Iteration 23Q: 3 clusters Score -412177.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -412190.843750 Penalty: 2974.355469
	Iteration 24Q: 3 clusters Score -412190.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -412203.468750 Penalty: 2974.355469
	Iteration 25Q: 3 clusters Score -412203.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -412216.437500 Penalty: 2974.355469
	Iteration 26Q: 3 clusters Score -412216.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -412228.468750 Penalty: 2974.355469
	Iteration 27Q: 3 clusters Score -412228.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -412239.218750 Penalty: 2974.355469
	Iteration 28Q: 3 clusters Score -412239.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -412246.312500 Penalty: 2974.355469
	Iteration 29Q: 3 clusters Score -412246.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -412253.031250 Penalty: 2974.355469
	Iteration 30Q: 3 clusters Score -412253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -412256.656250 Penalty: 2974.355469
	Iteration 31Q: 3 clusters Score -412256.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -412260.562500 Penalty: 2974.355469
	Iteration 32Q: 3 clusters Score -412260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -412261.781250 Penalty: 2974.355469
	Iteration 33Q: 3 clusters Score -412261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -412265.781250 Penalty: 2974.355469
	Iteration 34Q: 3 clusters Score -412265.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -412268.093750 Penalty: 2974.355469
	Iteration 35Q: 3 clusters Score -412268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -412269.687500 Penalty: 2974.355469
	Iteration 36Q: 3 clusters Score -412269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -412271.187500 Penalty: 2974.355469
	Iteration 37Q: 3 clusters Score -412271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -412272.125000 Penalty: 2974.355469
	Iteration 38Q: 3 clusters Score -412272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -412273.406250 Penalty: 2974.355469
	Iteration 39Q: 3 clusters Score -412273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -412274.375000 Penalty: 2974.355469
	Iteration 40F: 3 clusters Score -412274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -412275.437500 Penalty: 2974.355469
	Iteration 41Q: 3 clusters Score -412275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -412275.218750 Penalty: 2974.355469
	Iteration 42Q: 3 clusters Score -412275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -412277.125000 Penalty: 2974.355469
	Iteration 43Q: 3 clusters Score -412277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -412276.000000 Penalty: 2974.355469
	Iteration 44Q: 3 clusters Score -412276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -412277.718750 Penalty: 2974.355469
	Iteration 45Q: 3 clusters Score -412277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -412277.687500 Penalty: 2974.355469
	Iteration 46Q: 3 clusters Score -412277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -412278.500000 Penalty: 2974.355469
	Iteration 47Q: 3 clusters Score -412278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -412279.468750 Penalty: 2974.355469
	Iteration 48Q: 3 clusters Score -412279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -412279.375000 Penalty: 2974.355469
	Iteration 49Q: 3 clusters Score -412279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -412280.187500 Penalty: 2974.355469
	Iteration 50Q: 3 clusters Score -412280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -412279.937500 Penalty: 2974.355469
	Iteration 51Q: 3 clusters Score -412279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -412281.750000 Penalty: 2974.355469
	Iteration 52Q: 3 clusters Score -412281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -412282.468750 Penalty: 2974.355469
	Iteration 53Q: 3 clusters Score -412282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -412282.593750 Penalty: 2974.355469
	Iteration 54Q: 3 clusters Score -412282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -412283.687500 Penalty: 2974.355469
	Iteration 55Q: 3 clusters Score -412283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -412284.062500 Penalty: 2974.355469
	Iteration 56Q: 3 clusters Score -412284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -412285.062500 Penalty: 2974.355469
	Iteration 57Q: 3 clusters Score -412285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -412287.187500 Penalty: 2974.355469
	Iteration 58Q: 3 clusters Score -412287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -412287.531250 Penalty: 2974.355469
	Iteration 59Q: 3 clusters Score -412287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -412289.437500 Penalty: 2974.355469
	Iteration 60F: 3 clusters Score -412289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -412289.375000 Penalty: 2974.355469
	Iteration 61Q: 3 clusters Score -412289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -412290.031250 Penalty: 2974.355469
	Iteration 62Q: 3 clusters Score -412290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -412290.468750 Penalty: 2974.355469
	Iteration 63Q: 3 clusters Score -412290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -412292.437500 Penalty: 2974.355469
	Iteration 64Q: 3 clusters Score -412292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -412294.031250 Penalty: 2974.355469
	Iteration 65Q: 3 clusters Score -412294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -412294.062500 Penalty: 2974.355469
	Iteration 66Q: 3 clusters Score -412294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -412295.187500 Penalty: 2974.355469
	Iteration 67Q: 3 clusters Score -412295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -412295.125000 Penalty: 2974.355469
	Iteration 68Q: 3 clusters Score -412295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -412295.875000 Penalty: 2974.355469
	Iteration 69Q: 3 clusters Score -412295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -412295.781250 Penalty: 2974.355469
	Iteration 70Q: 3 clusters Score -412295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -412297.750000 Penalty: 2974.355469
	Iteration 71Q: 3 clusters Score -412297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -412300.843750 Penalty: 2974.355469
	Iteration 72Q: 3 clusters Score -412300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -412303.062500 Penalty: 2974.355469
	Iteration 73Q: 3 clusters Score -412303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -412304.531250 Penalty: 2974.355469
	Iteration 74Q: 3 clusters Score -412304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -412304.187500 Penalty: 2974.355469
	Iteration 75Q: 3 clusters Score -412304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -412304.500000 Penalty: 2974.355469
	Iteration 76Q: 3 clusters Score -412304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -412304.531250 Penalty: 2974.355469
	Iteration 77Q: 3 clusters Score -412304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -412304.312500 Penalty: 2974.355469
	Iteration 78Q: 3 clusters Score -412304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -412305.312500 Penalty: 2974.355469
	Iteration 79Q: 3 clusters Score -412305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -412306.687500 Penalty: 2974.355469
	Iteration 80F: 3 clusters Score -412306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -412307.125000 Penalty: 2974.355469
	Iteration 81Q: 3 clusters Score -412307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -412307.125000 Penalty: 2974.355469
	Iteration 82F: 3 clusters Score -412307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -239733.234375 Penalty: 1372.251099
	Iteration 0F: 2 clusters Score -239733.2 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 2326 members 
Entering Unmasked Estep 
Score: -235964.046875 Penalty: 2744.502197
	Iteration 0F: 3 clusters Score -235964 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -237083.218750 Penalty: 2744.502197
	Iteration 1F: 3 clusters Score -237083.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -237253.109375 Penalty: 2744.502197
	Iteration 2F: 3 clusters Score -237253.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -237346.906250 Penalty: 2744.502197
	Iteration 3Q: 3 clusters Score -237346.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -237430.906250 Penalty: 2744.502197
	Iteration 4Q: 3 clusters Score -237430.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -237489.875000 Penalty: 2744.502197
	Iteration 5Q: 3 clusters Score -237489.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -237536.515625 Penalty: 2744.502197
	Iteration 6Q: 3 clusters Score -237536.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -237583.578125 Penalty: 2744.502197
	Iteration 7Q: 3 clusters Score -237583.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -237625.171875 Penalty: 2744.502197
	Iteration 8Q: 3 clusters Score -237625.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -237667.859375 Penalty: 2744.502197
	Iteration 9Q: 3 clusters Score -237667.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -237720.343750 Penalty: 2744.502197
	Iteration 10Q: 3 clusters Score -237720.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -237784.625000 Penalty: 2744.502197
	Iteration 11Q: 3 clusters Score -237784.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -237840.031250 Penalty: 2744.502197
	Iteration 12Q: 3 clusters Score -237840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -237906.234375 Penalty: 2744.502197
	Iteration 13Q: 3 clusters Score -237906.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -237982.625000 Penalty: 2744.502197
	Iteration 14Q: 3 clusters Score -237982.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -238059.296875 Penalty: 2744.502197
	Iteration 15Q: 3 clusters Score -238059.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -238123.156250 Penalty: 2744.502197
	Iteration 16Q: 3 clusters Score -238123.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -238177.703125 Penalty: 2744.502197
	Iteration 17Q: 3 clusters Score -238177.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -238230.109375 Penalty: 2744.502197
	Iteration 18Q: 3 clusters Score -238230.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -238272.312500 Penalty: 2744.502197
	Iteration 19Q: 3 clusters Score -238272.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -238309.921875 Penalty: 2744.502197
	Iteration 20F: 3 clusters Score -238309.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -238351.671875 Penalty: 2744.502197
	Iteration 21Q: 3 clusters Score -238351.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -238383.015625 Penalty: 2744.502197
	Iteration 22Q: 3 clusters Score -238383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -238403.562500 Penalty: 2744.502197
	Iteration 23Q: 3 clusters Score -238403.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -238430.093750 Penalty: 2744.502197
	Iteration 24Q: 3 clusters Score -238430.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -238460.312500 Penalty: 2744.502197
	Iteration 25Q: 3 clusters Score -238460.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -238482.203125 Penalty: 2744.502197
	Iteration 26Q: 3 clusters Score -238482.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -238502.593750 Penalty: 2744.502197
	Iteration 27Q: 3 clusters Score -238502.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -238523.078125 Penalty: 2744.502197
	Iteration 28Q: 3 clusters Score -238523.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -238535.046875 Penalty: 2744.502197
	Iteration 29Q: 3 clusters Score -238535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -238542.359375 Penalty: 2744.502197
	Iteration 30Q: 3 clusters Score -238542.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -238550.656250 Penalty: 2744.502197
	Iteration 31Q: 3 clusters Score -238550.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -238558.156250 Penalty: 2744.502197
	Iteration 32Q: 3 clusters Score -238558.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -238567.765625 Penalty: 2744.502197
	Iteration 33Q: 3 clusters Score -238567.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -238577.015625 Penalty: 2744.502197
	Iteration 34Q: 3 clusters Score -238577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -238589.406250 Penalty: 2744.502197
	Iteration 35Q: 3 clusters Score -238589.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -238604.953125 Penalty: 2744.502197
	Iteration 36Q: 3 clusters Score -238605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -238620.375000 Penalty: 2744.502197
	Iteration 37Q: 3 clusters Score -238620.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -238628.593750 Penalty: 2744.502197
	Iteration 38Q: 3 clusters Score -238628.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -238635.140625 Penalty: 2744.502197
	Iteration 39Q: 3 clusters Score -238635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -238638.437500 Penalty: 2744.502197
	Iteration 40F: 3 clusters Score -238638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -238641.265625 Penalty: 2744.502197
	Iteration 41Q: 3 clusters Score -238641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -238645.140625 Penalty: 2744.502197
	Iteration 42Q: 3 clusters Score -238645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -238649.890625 Penalty: 2744.502197
	Iteration 43Q: 3 clusters Score -238649.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -238653.765625 Penalty: 2744.502197
	Iteration 44Q: 3 clusters Score -238653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -238658.265625 Penalty: 2744.502197
	Iteration 45Q: 3 clusters Score -238658.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -238662.593750 Penalty: 2744.502197
	Iteration 46Q: 3 clusters Score -238662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -238667.703125 Penalty: 2744.502197
	Iteration 47Q: 3 clusters Score -238667.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -238672.171875 Penalty: 2744.502197
	Iteration 48Q: 3 clusters Score -238672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -238674.921875 Penalty: 2744.502197
	Iteration 49Q: 3 clusters Score -238674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -238676.500000 Penalty: 2744.502197
	Iteration 50Q: 3 clusters Score -238676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -238678.031250 Penalty: 2744.502197
	Iteration 51Q: 3 clusters Score -238678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -238678.921875 Penalty: 2744.502197
	Iteration 52Q: 3 clusters Score -238678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -238680.328125 Penalty: 2744.502197
	Iteration 53Q: 3 clusters Score -238680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -238682.437500 Penalty: 2744.502197
	Iteration 54Q: 3 clusters Score -238682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -238685.656250 Penalty: 2744.502197
	Iteration 55Q: 3 clusters Score -238685.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -238692.062500 Penalty: 2744.502197
	Iteration 56Q: 3 clusters Score -238692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -238694.343750 Penalty: 2744.502197
	Iteration 57Q: 3 clusters Score -238694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -238695.734375 Penalty: 2744.502197
	Iteration 58Q: 3 clusters Score -238695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -238696.296875 Penalty: 2744.502197
	Iteration 59Q: 3 clusters Score -238696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -238697.296875 Penalty: 2744.502197
	Iteration 60F: 3 clusters Score -238697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -238697.484375 Penalty: 2744.502197
	Iteration 61Q: 3 clusters Score -238697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -238697.484375 Penalty: 2744.502197
	Iteration 62F: 3 clusters Score -238697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Entering Unmasked Estep 
Score: -2861478.500000 Penalty: 1773.412109
	Iteration 0F: 2 clusters Score -2861478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2824527.750000 Penalty: 3546.824219
	Iteration 0F: 3 clusters Score -2824528 nChanged 25993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2839112.250000 Penalty: 3546.824219
	Iteration 1F: 3 clusters Score -2839112 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -2839551.000000 Penalty: 3546.824219
	Iteration 2Q: 3 clusters Score -2839551 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -2840006.500000 Penalty: 3546.824219
	Iteration 3Q: 3 clusters Score -2840006 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -2840507.250000 Penalty: 3546.824219
	Iteration 4Q: 3 clusters Score -2840507 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -2841276.250000 Penalty: 3546.824219
	Iteration 5Q: 3 clusters Score -2841276 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -2842402.000000 Penalty: 3546.824219
	Iteration 6Q: 3 clusters Score -2842402 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -2844216.000000 Penalty: 3546.824219
	Iteration 7F: 3 clusters Score -2844216 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -2846816.750000 Penalty: 3546.824219
	Iteration 8F: 3 clusters Score -2846817 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -2850218.750000 Penalty: 3546.824219
	Iteration 9F: 3 clusters Score -2850219 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -2853813.750000 Penalty: 3546.824219
	Iteration 10F: 3 clusters Score -2853814 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -2856656.250000 Penalty: 3546.824219
	Iteration 11F: 3 clusters Score -2856656 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -2858393.500000 Penalty: 3546.824219
	Iteration 12Q: 3 clusters Score -2858394 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -2859257.250000 Penalty: 3546.824219
	Iteration 13Q: 3 clusters Score -2859257 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -2859642.500000 Penalty: 3546.824219
	Iteration 14Q: 3 clusters Score -2859642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -2859835.250000 Penalty: 3546.824219
	Iteration 15Q: 3 clusters Score -2859835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -2859931.500000 Penalty: 3546.824219
	Iteration 16Q: 3 clusters Score -2859932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -2859976.500000 Penalty: 3546.824219
	Iteration 17Q: 3 clusters Score -2859976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -2860006.000000 Penalty: 3546.824219
	Iteration 18Q: 3 clusters Score -2860006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -2860039.750000 Penalty: 3546.824219
	Iteration 19Q: 3 clusters Score -2860040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -2860049.500000 Penalty: 3546.824219
	Iteration 20F: 3 clusters Score -2860050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -2860066.000000 Penalty: 3546.824219
	Iteration 21Q: 3 clusters Score -2860066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -2860070.250000 Penalty: 3546.824219
	Iteration 22Q: 3 clusters Score -2860070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -2860083.750000 Penalty: 3546.824219
	Iteration 23Q: 3 clusters Score -2860084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -2860092.250000 Penalty: 3546.824219
	Iteration 24Q: 3 clusters Score -2860092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -2860104.500000 Penalty: 3546.824219
	Iteration 25Q: 3 clusters Score -2860104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -2860115.500000 Penalty: 3546.824219
	Iteration 26Q: 3 clusters Score -2860116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -2860131.000000 Penalty: 3546.824219
	Iteration 27Q: 3 clusters Score -2860131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -2860144.250000 Penalty: 3546.824219
	Iteration 28Q: 3 clusters Score -2860144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -2860162.000000 Penalty: 3546.824219
	Iteration 29Q: 3 clusters Score -2860162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -2860175.500000 Penalty: 3546.824219
	Iteration 30Q: 3 clusters Score -2860176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -2860196.750000 Penalty: 3546.824219
	Iteration 31Q: 3 clusters Score -2860197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -2860201.250000 Penalty: 3546.824219
	Iteration 32Q: 3 clusters Score -2860201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -2860202.000000 Penalty: 3546.824219
	Iteration 33Q: 3 clusters Score -2860202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -2860204.000000 Penalty: 3546.824219
	Iteration 34Q: 3 clusters Score -2860204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -2860203.750000 Penalty: 3546.824219
	Iteration 35Q: 3 clusters Score -2860204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -2860203.750000 Penalty: 3546.824219
	Iteration 36F: 3 clusters Score -2860204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -137035.437500 Penalty: 1269.314087
	Iteration 0F: 2 clusters Score -137035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -134633.328125 Penalty: 2538.628174
	Iteration 0F: 3 clusters Score -134633.3 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -135155.390625 Penalty: 2538.628174
	Iteration 1F: 3 clusters Score -135155.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -135259.843750 Penalty: 2538.628174
	Iteration 2F: 3 clusters Score -135259.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -135313.343750 Penalty: 2538.628174
	Iteration 3Q: 3 clusters Score -135313.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -135352.000000 Penalty: 2538.628174
	Iteration 4Q: 3 clusters Score -135352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -135375.109375 Penalty: 2538.628174
	Iteration 5Q: 3 clusters Score -135375.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -135391.625000 Penalty: 2538.628174
	Iteration 6Q: 3 clusters Score -135391.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -135401.187500 Penalty: 2538.628174
	Iteration 7Q: 3 clusters Score -135401.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -135410.421875 Penalty: 2538.628174
	Iteration 8Q: 3 clusters Score -135410.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -135417.531250 Penalty: 2538.628174
	Iteration 9Q: 3 clusters Score -135417.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -135422.078125 Penalty: 2538.628174
	Iteration 10Q: 3 clusters Score -135422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -135426.812500 Penalty: 2538.628174
	Iteration 11Q: 3 clusters Score -135426.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -135433.187500 Penalty: 2538.628174
	Iteration 12Q: 3 clusters Score -135433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -135438.953125 Penalty: 2538.628174
	Iteration 13Q: 3 clusters Score -135439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -135443.062500 Penalty: 2538.628174
	Iteration 14Q: 3 clusters Score -135443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -135447.265625 Penalty: 2538.628174
	Iteration 15Q: 3 clusters Score -135447.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -135451.828125 Penalty: 2538.628174
	Iteration 16Q: 3 clusters Score -135451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -135454.562500 Penalty: 2538.628174
	Iteration 17Q: 3 clusters Score -135454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -135456.546875 Penalty: 2538.628174
	Iteration 18Q: 3 clusters Score -135456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -135458.500000 Penalty: 2538.628174
	Iteration 19Q: 3 clusters Score -135458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -135459.156250 Penalty: 2538.628174
	Iteration 20F: 3 clusters Score -135459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -135459.703125 Penalty: 2538.628174
	Iteration 21Q: 3 clusters Score -135459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -135460.609375 Penalty: 2538.628174
	Iteration 22Q: 3 clusters Score -135460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -135461.734375 Penalty: 2538.628174
	Iteration 23Q: 3 clusters Score -135461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -135462.406250 Penalty: 2538.628174
	Iteration 24Q: 3 clusters Score -135462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -135462.921875 Penalty: 2538.628174
	Iteration 25Q: 3 clusters Score -135462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -135463.125000 Penalty: 2538.628174
	Iteration 26Q: 3 clusters Score -135463.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -135463.125000 Penalty: 2538.628174
	Iteration 27F: 3 clusters Score -135463.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Entering Unmasked Estep 
Score: -737339.437500 Penalty: 1548.606201
	Iteration 0F: 2 clusters Score -737339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -727799.375000 Penalty: 3097.212402
	Iteration 0F: 3 clusters Score -727799.4 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -731084.250000 Penalty: 3097.212402
	Iteration 1F: 3 clusters Score -731084.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -731429.875000 Penalty: 3097.212402
	Iteration 2F: 3 clusters Score -731429.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -731724.187500 Penalty: 3097.212402
	Iteration 3F: 3 clusters Score -731724.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -732004.500000 Penalty: 3097.212402
	Iteration 4Q: 3 clusters Score -732004.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -732309.875000 Penalty: 3097.212402
	Iteration 5Q: 3 clusters Score -732309.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -732632.687500 Penalty: 3097.212402
	Iteration 6Q: 3 clusters Score -732632.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -733034.562500 Penalty: 3097.212402
	Iteration 7Q: 3 clusters Score -733034.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -733493.437500 Penalty: 3097.212402
	Iteration 8Q: 3 clusters Score -733493.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -733951.000000 Penalty: 3097.212402
	Iteration 9Q: 3 clusters Score -733951 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -734360.562500 Penalty: 3097.212402
	Iteration 10Q: 3 clusters Score -734360.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -734659.750000 Penalty: 3097.212402
	Iteration 11Q: 3 clusters Score -734659.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -734861.500000 Penalty: 3097.212402
	Iteration 12Q: 3 clusters Score -734861.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -735035.062500 Penalty: 3097.212402
	Iteration 13Q: 3 clusters Score -735035.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -735174.937500 Penalty: 3097.212402
	Iteration 14Q: 3 clusters Score -735174.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -735284.750000 Penalty: 3097.212402
	Iteration 15Q: 3 clusters Score -735284.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -735370.500000 Penalty: 3097.212402
	Iteration 16Q: 3 clusters Score -735370.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -735426.812500 Penalty: 3097.212402
	Iteration 17Q: 3 clusters Score -735426.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -735476.562500 Penalty: 3097.212402
	Iteration 18Q: 3 clusters Score -735476.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -735530.812500 Penalty: 3097.212402
	Iteration 19Q: 3 clusters Score -735530.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -735579.562500 Penalty: 3097.212402
	Iteration 20F: 3 clusters Score -735579.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -735622.062500 Penalty: 3097.212402
	Iteration 21Q: 3 clusters Score -735622.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -735662.062500 Penalty: 3097.212402
	Iteration 22Q: 3 clusters Score -735662.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -735696.750000 Penalty: 3097.212402
	Iteration 23Q: 3 clusters Score -735696.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -735727.562500 Penalty: 3097.212402
	Iteration 24Q: 3 clusters Score -735727.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -735752.000000 Penalty: 3097.212402
	Iteration 25Q: 3 clusters Score -735752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -735781.312500 Penalty: 3097.212402
	Iteration 26Q: 3 clusters Score -735781.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -735803.500000 Penalty: 3097.212402
	Iteration 27Q: 3 clusters Score -735803.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -735825.312500 Penalty: 3097.212402
	Iteration 28Q: 3 clusters Score -735825.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -735849.812500 Penalty: 3097.212402
	Iteration 29Q: 3 clusters Score -735849.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -735868.375000 Penalty: 3097.212402
	Iteration 30Q: 3 clusters Score -735868.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -735883.000000 Penalty: 3097.212402
	Iteration 31Q: 3 clusters Score -735883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -735892.750000 Penalty: 3097.212402
	Iteration 32Q: 3 clusters Score -735892.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -735907.812500 Penalty: 3097.212402
	Iteration 33Q: 3 clusters Score -735907.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -735918.562500 Penalty: 3097.212402
	Iteration 34Q: 3 clusters Score -735918.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -735926.375000 Penalty: 3097.212402
	Iteration 35Q: 3 clusters Score -735926.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -735934.375000 Penalty: 3097.212402
	Iteration 36Q: 3 clusters Score -735934.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -735940.562500 Penalty: 3097.212402
	Iteration 37Q: 3 clusters Score -735940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -735946.562500 Penalty: 3097.212402
	Iteration 38Q: 3 clusters Score -735946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -735952.312500 Penalty: 3097.212402
	Iteration 39Q: 3 clusters Score -735952.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -735960.312500 Penalty: 3097.212402
	Iteration 40F: 3 clusters Score -735960.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -735968.875000 Penalty: 3097.212402
	Iteration 41Q: 3 clusters Score -735968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -735978.000000 Penalty: 3097.212402
	Iteration 42Q: 3 clusters Score -735978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -735988.312500 Penalty: 3097.212402
	Iteration 43Q: 3 clusters Score -735988.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -735998.812500 Penalty: 3097.212402
	Iteration 44Q: 3 clusters Score -735998.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -736003.312500 Penalty: 3097.212402
	Iteration 45Q: 3 clusters Score -736003.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -736006.875000 Penalty: 3097.212402
	Iteration 46Q: 3 clusters Score -736006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -736010.562500 Penalty: 3097.212402
	Iteration 47Q: 3 clusters Score -736010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -736013.875000 Penalty: 3097.212402
	Iteration 48Q: 3 clusters Score -736013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -736018.125000 Penalty: 3097.212402
	Iteration 49Q: 3 clusters Score -736018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -736023.187500 Penalty: 3097.212402
	Iteration 50Q: 3 clusters Score -736023.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -736029.750000 Penalty: 3097.212402
	Iteration 51Q: 3 clusters Score -736029.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -736035.437500 Penalty: 3097.212402
	Iteration 52Q: 3 clusters Score -736035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -736038.812500 Penalty: 3097.212402
	Iteration 53Q: 3 clusters Score -736038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -736044.125000 Penalty: 3097.212402
	Iteration 54Q: 3 clusters Score -736044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -736047.187500 Penalty: 3097.212402
	Iteration 55Q: 3 clusters Score -736047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -736047.625000 Penalty: 3097.212402
	Iteration 56Q: 3 clusters Score -736047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -736047.375000 Penalty: 3097.212402
	Iteration 57Q: 3 clusters Score -736047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -736047.375000 Penalty: 3097.212402
	Iteration 58F: 3 clusters Score -736047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Entering Unmasked Estep 
Score: -711743.562500 Penalty: 1550.168823
	Iteration 0F: 2 clusters Score -711743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -702017.937500 Penalty: 3100.337646
	Iteration 0F: 3 clusters Score -702017.9 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -705408.687500 Penalty: 3100.337646
	Iteration 1F: 3 clusters Score -705408.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -705661.375000 Penalty: 3100.337646
	Iteration 2F: 3 clusters Score -705661.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -705827.375000 Penalty: 3100.337646
	Iteration 3Q: 3 clusters Score -705827.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -705992.187500 Penalty: 3100.337646
	Iteration 4Q: 3 clusters Score -705992.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -706145.375000 Penalty: 3100.337646
	Iteration 5Q: 3 clusters Score -706145.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -706284.937500 Penalty: 3100.337646
	Iteration 6Q: 3 clusters Score -706284.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -706451.937500 Penalty: 3100.337646
	Iteration 7Q: 3 clusters Score -706451.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -706654.062500 Penalty: 3100.337646
	Iteration 8Q: 3 clusters Score -706654.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -706918.500000 Penalty: 3100.337646
	Iteration 9Q: 3 clusters Score -706918.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -707303.250000 Penalty: 3100.337646
	Iteration 10Q: 3 clusters Score -707303.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -707830.125000 Penalty: 3100.337646
	Iteration 11F: 3 clusters Score -707830.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -708503.375000 Penalty: 3100.337646
	Iteration 12F: 3 clusters Score -708503.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -709248.312500 Penalty: 3100.337646
	Iteration 13F: 3 clusters Score -709248.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -709861.687500 Penalty: 3100.337646
	Iteration 14Q: 3 clusters Score -709861.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -710295.062500 Penalty: 3100.337646
	Iteration 15Q: 3 clusters Score -710295.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -710564.187500 Penalty: 3100.337646
	Iteration 16Q: 3 clusters Score -710564.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -710730.750000 Penalty: 3100.337646
	Iteration 17Q: 3 clusters Score -710730.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -710813.437500 Penalty: 3100.337646
	Iteration 18Q: 3 clusters Score -710813.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -710851.500000 Penalty: 3100.337646
	Iteration 19Q: 3 clusters Score -710851.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -710874.750000 Penalty: 3100.337646
	Iteration 20F: 3 clusters Score -710874.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -710896.562500 Penalty: 3100.337646
	Iteration 21Q: 3 clusters Score -710896.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -710911.062500 Penalty: 3100.337646
	Iteration 22Q: 3 clusters Score -710911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -710926.750000 Penalty: 3100.337646
	Iteration 23Q: 3 clusters Score -710926.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -710941.437500 Penalty: 3100.337646
	Iteration 24Q: 3 clusters Score -710941.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -710949.750000 Penalty: 3100.337646
	Iteration 25Q: 3 clusters Score -710949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -710951.875000 Penalty: 3100.337646
	Iteration 26Q: 3 clusters Score -710951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -710953.312500 Penalty: 3100.337646
	Iteration 27Q: 3 clusters Score -710953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -710956.062500 Penalty: 3100.337646
	Iteration 28Q: 3 clusters Score -710956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -710957.875000 Penalty: 3100.337646
	Iteration 29Q: 3 clusters Score -710957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -710958.500000 Penalty: 3100.337646
	Iteration 30Q: 3 clusters Score -710958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -710961.437500 Penalty: 3100.337646
	Iteration 31Q: 3 clusters Score -710961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -710965.250000 Penalty: 3100.337646
	Iteration 32Q: 3 clusters Score -710965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -710968.250000 Penalty: 3100.337646
	Iteration 33Q: 3 clusters Score -710968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -710967.437500 Penalty: 3100.337646
	Iteration 34Q: 3 clusters Score -710967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -710967.437500 Penalty: 3100.337646
	Iteration 35F: 3 clusters Score -710967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Entering Unmasked Estep 
Score: -2315874.000000 Penalty: 1738.966431
	Iteration 0F: 2 clusters Score -2315874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2286188.250000 Penalty: 3477.932861
	Iteration 0F: 3 clusters Score -2286188 nChanged 20643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2298133.250000 Penalty: 3477.932861
	Iteration 1F: 3 clusters Score -2298133 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2298908.750000 Penalty: 3477.932861
	Iteration 2Q: 3 clusters Score -2298909 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2299805.250000 Penalty: 3477.932861
	Iteration 3Q: 3 clusters Score -2299805 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2300948.000000 Penalty: 3477.932861
	Iteration 4F: 3 clusters Score -2300948 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2302438.750000 Penalty: 3477.932861
	Iteration 5F: 3 clusters Score -2302439 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2304449.250000 Penalty: 3477.932861
	Iteration 6F: 3 clusters Score -2304449 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2306920.500000 Penalty: 3477.932861
	Iteration 7F: 3 clusters Score -2306920 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2309362.250000 Penalty: 3477.932861
	Iteration 8F: 3 clusters Score -2309362 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2311224.250000 Penalty: 3477.932861
	Iteration 9Q: 3 clusters Score -2311224 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2312443.000000 Penalty: 3477.932861
	Iteration 10Q: 3 clusters Score -2312443 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2313182.250000 Penalty: 3477.932861
	Iteration 11Q: 3 clusters Score -2313182 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2313608.500000 Penalty: 3477.932861
	Iteration 12Q: 3 clusters Score -2313608 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2313866.750000 Penalty: 3477.932861
	Iteration 13Q: 3 clusters Score -2313867 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2314046.500000 Penalty: 3477.932861
	Iteration 14Q: 3 clusters Score -2314046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2314172.250000 Penalty: 3477.932861
	Iteration 15Q: 3 clusters Score -2314172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2314241.000000 Penalty: 3477.932861
	Iteration 16Q: 3 clusters Score -2314241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2314281.000000 Penalty: 3477.932861
	Iteration 17Q: 3 clusters Score -2314281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2314318.000000 Penalty: 3477.932861
	Iteration 18Q: 3 clusters Score -2314318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2314346.500000 Penalty: 3477.932861
	Iteration 19Q: 3 clusters Score -2314346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2314358.250000 Penalty: 3477.932861
	Iteration 20F: 3 clusters Score -2314358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2314370.500000 Penalty: 3477.932861
	Iteration 21Q: 3 clusters Score -2314370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2314376.500000 Penalty: 3477.932861
	Iteration 22Q: 3 clusters Score -2314376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2314386.750000 Penalty: 3477.932861
	Iteration 23Q: 3 clusters Score -2314387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2314394.250000 Penalty: 3477.932861
	Iteration 24Q: 3 clusters Score -2314394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2314396.750000 Penalty: 3477.932861
	Iteration 25Q: 3 clusters Score -2314397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2314399.250000 Penalty: 3477.932861
	Iteration 26Q: 3 clusters Score -2314399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2314398.750000 Penalty: 3477.932861
	Iteration 27Q: 3 clusters Score -2314399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2314402.250000 Penalty: 3477.932861
	Iteration 28Q: 3 clusters Score -2314402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2314402.250000 Penalty: 3477.932861
	Iteration 29F: 3 clusters Score -2314402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -362752.468750 Penalty: 1440.038452
	Iteration 0F: 2 clusters Score -362752.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -357422.031250 Penalty: 2880.076904
	Iteration 0F: 3 clusters Score -357422 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -359037.250000 Penalty: 2880.076904
	Iteration 1F: 3 clusters Score -359037.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -359238.843750 Penalty: 2880.076904
	Iteration 2F: 3 clusters Score -359238.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -359386.906250 Penalty: 2880.076904
	Iteration 3Q: 3 clusters Score -359386.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -359496.437500 Penalty: 2880.076904
	Iteration 4Q: 3 clusters Score -359496.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -359607.812500 Penalty: 2880.076904
	Iteration 5Q: 3 clusters Score -359607.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -359723.906250 Penalty: 2880.076904
	Iteration 6Q: 3 clusters Score -359723.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -359852.062500 Penalty: 2880.076904
	Iteration 7Q: 3 clusters Score -359852.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -359988.531250 Penalty: 2880.076904
	Iteration 8Q: 3 clusters Score -359988.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -360133.531250 Penalty: 2880.076904
	Iteration 9Q: 3 clusters Score -360133.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -360282.281250 Penalty: 2880.076904
	Iteration 10Q: 3 clusters Score -360282.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -360457.156250 Penalty: 2880.076904
	Iteration 11Q: 3 clusters Score -360457.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -360644.031250 Penalty: 2880.076904
	Iteration 12Q: 3 clusters Score -360644 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -360847.656250 Penalty: 2880.076904
	Iteration 13Q: 3 clusters Score -360847.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -361034.343750 Penalty: 2880.076904
	Iteration 14Q: 3 clusters Score -361034.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -361179.531250 Penalty: 2880.076904
	Iteration 15Q: 3 clusters Score -361179.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -361286.250000 Penalty: 2880.076904
	Iteration 16Q: 3 clusters Score -361286.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -361355.281250 Penalty: 2880.076904
	Iteration 17Q: 3 clusters Score -361355.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -361399.625000 Penalty: 2880.076904
	Iteration 18Q: 3 clusters Score -361399.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -361440.531250 Penalty: 2880.076904
	Iteration 19Q: 3 clusters Score -361440.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -361462.468750 Penalty: 2880.076904
	Iteration 20F: 3 clusters Score -361462.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -361482.562500 Penalty: 2880.076904
	Iteration 21Q: 3 clusters Score -361482.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -361492.156250 Penalty: 2880.076904
	Iteration 22Q: 3 clusters Score -361492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -361496.093750 Penalty: 2880.076904
	Iteration 23Q: 3 clusters Score -361496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -361499.750000 Penalty: 2880.076904
	Iteration 24Q: 3 clusters Score -361499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -361504.187500 Penalty: 2880.076904
	Iteration 25Q: 3 clusters Score -361504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -361509.906250 Penalty: 2880.076904
	Iteration 26Q: 3 clusters Score -361509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -361511.375000 Penalty: 2880.076904
	Iteration 27Q: 3 clusters Score -361511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -361512.218750 Penalty: 2880.076904
	Iteration 28Q: 3 clusters Score -361512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -361512.218750 Penalty: 2880.076904
	Iteration 29F: 3 clusters Score -361512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -451094.343750 Penalty: 1470.404785
	Iteration 0F: 2 clusters Score -451094.3 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 4231 members 
Entering Unmasked Estep 
Score: -444832.000000 Penalty: 2940.809570
	Iteration 0F: 3 clusters Score -444832 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -446758.937500 Penalty: 2940.809570
	Iteration 1F: 3 clusters Score -446758.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -446974.000000 Penalty: 2940.809570
	Iteration 2F: 3 clusters Score -446974 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -447136.312500 Penalty: 2940.809570
	Iteration 3Q: 3 clusters Score -447136.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -447268.500000 Penalty: 2940.809570
	Iteration 4Q: 3 clusters Score -447268.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -447388.031250 Penalty: 2940.809570
	Iteration 5Q: 3 clusters Score -447388 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -447508.718750 Penalty: 2940.809570
	Iteration 6Q: 3 clusters Score -447508.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -447625.562500 Penalty: 2940.809570
	Iteration 7Q: 3 clusters Score -447625.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -447739.187500 Penalty: 2940.809570
	Iteration 8Q: 3 clusters Score -447739.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -447848.312500 Penalty: 2940.809570
	Iteration 9Q: 3 clusters Score -447848.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -447947.468750 Penalty: 2940.809570
	Iteration 10Q: 3 clusters Score -447947.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -448076.281250 Penalty: 2940.809570
	Iteration 11Q: 3 clusters Score -448076.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -448205.843750 Penalty: 2940.809570
	Iteration 12Q: 3 clusters Score -448205.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -448324.687500 Penalty: 2940.809570
	Iteration 13Q: 3 clusters Score -448324.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -448431.125000 Penalty: 2940.809570
	Iteration 14Q: 3 clusters Score -448431.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -448529.593750 Penalty: 2940.809570
	Iteration 15Q: 3 clusters Score -448529.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -448628.187500 Penalty: 2940.809570
	Iteration 16Q: 3 clusters Score -448628.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -448706.875000 Penalty: 2940.809570
	Iteration 17Q: 3 clusters Score -448706.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -448766.500000 Penalty: 2940.809570
	Iteration 18Q: 3 clusters Score -448766.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -448811.687500 Penalty: 2940.809570
	Iteration 19Q: 3 clusters Score -448811.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -448855.312500 Penalty: 2940.809570
	Iteration 20F: 3 clusters Score -448855.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -448894.218750 Penalty: 2940.809570
	Iteration 21Q: 3 clusters Score -448894.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -448924.093750 Penalty: 2940.809570
	Iteration 22Q: 3 clusters Score -448924.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -448947.656250 Penalty: 2940.809570
	Iteration 23Q: 3 clusters Score -448947.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -448970.937500 Penalty: 2940.809570
	Iteration 24Q: 3 clusters Score -448970.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -448993.656250 Penalty: 2940.809570
	Iteration 25Q: 3 clusters Score -448993.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -449014.406250 Penalty: 2940.809570
	Iteration 26Q: 3 clusters Score -449014.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -449033.468750 Penalty: 2940.809570
	Iteration 27Q: 3 clusters Score -449033.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -449050.156250 Penalty: 2940.809570
	Iteration 28Q: 3 clusters Score -449050.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -449064.562500 Penalty: 2940.809570
	Iteration 29Q: 3 clusters Score -449064.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -449074.656250 Penalty: 2940.809570
	Iteration 30Q: 3 clusters Score -449074.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -449083.093750 Penalty: 2940.809570
	Iteration 31Q: 3 clusters Score -449083.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -449089.281250 Penalty: 2940.809570
	Iteration 32Q: 3 clusters Score -449089.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -449096.250000 Penalty: 2940.809570
	Iteration 33Q: 3 clusters Score -449096.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -449109.625000 Penalty: 2940.809570
	Iteration 34Q: 3 clusters Score -449109.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -449125.781250 Penalty: 2940.809570
	Iteration 35Q: 3 clusters Score -449125.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -449143.406250 Penalty: 2940.809570
	Iteration 36Q: 3 clusters Score -449143.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -449158.718750 Penalty: 2940.809570
	Iteration 37Q: 3 clusters Score -449158.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -449175.718750 Penalty: 2940.809570
	Iteration 38Q: 3 clusters Score -449175.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -449195.187500 Penalty: 2940.809570
	Iteration 39Q: 3 clusters Score -449195.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -449210.156250 Penalty: 2940.809570
	Iteration 40F: 3 clusters Score -449210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -449227.343750 Penalty: 2940.809570
	Iteration 41Q: 3 clusters Score -449227.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -449245.281250 Penalty: 2940.809570
	Iteration 42Q: 3 clusters Score -449245.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -449263.375000 Penalty: 2940.809570
	Iteration 43Q: 3 clusters Score -449263.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -449281.687500 Penalty: 2940.809570
	Iteration 44Q: 3 clusters Score -449281.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -449301.093750 Penalty: 2940.809570
	Iteration 45Q: 3 clusters Score -449301.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -449314.406250 Penalty: 2940.809570
	Iteration 46Q: 3 clusters Score -449314.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -449330.375000 Penalty: 2940.809570
	Iteration 47Q: 3 clusters Score -449330.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -449345.062500 Penalty: 2940.809570
	Iteration 48Q: 3 clusters Score -449345.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -449360.562500 Penalty: 2940.809570
	Iteration 49Q: 3 clusters Score -449360.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -449375.562500 Penalty: 2940.809570
	Iteration 50Q: 3 clusters Score -449375.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -449388.718750 Penalty: 2940.809570
	Iteration 51Q: 3 clusters Score -449388.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -449400.343750 Penalty: 2940.809570
	Iteration 52Q: 3 clusters Score -449400.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -449410.375000 Penalty: 2940.809570
	Iteration 53Q: 3 clusters Score -449410.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -449420.906250 Penalty: 2940.809570
	Iteration 54Q: 3 clusters Score -449420.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -449429.562500 Penalty: 2940.809570
	Iteration 55Q: 3 clusters Score -449429.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -449442.531250 Penalty: 2940.809570
	Iteration 56Q: 3 clusters Score -449442.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -449448.468750 Penalty: 2940.809570
	Iteration 57Q: 3 clusters Score -449448.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -449457.093750 Penalty: 2940.809570
	Iteration 58Q: 3 clusters Score -449457.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -449468.031250 Penalty: 2940.809570
	Iteration 59Q: 3 clusters Score -449468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -449481.718750 Penalty: 2940.809570
	Iteration 60F: 3 clusters Score -449481.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -449494.406250 Penalty: 2940.809570
	Iteration 61Q: 3 clusters Score -449494.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -449510.062500 Penalty: 2940.809570
	Iteration 62Q: 3 clusters Score -449510.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -449519.312500 Penalty: 2940.809570
	Iteration 63Q: 3 clusters Score -449519.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -449530.843750 Penalty: 2940.809570
	Iteration 64Q: 3 clusters Score -449530.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -449541.750000 Penalty: 2940.809570
	Iteration 65Q: 3 clusters Score -449541.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -449554.062500 Penalty: 2940.809570
	Iteration 66Q: 3 clusters Score -449554.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -449564.625000 Penalty: 2940.809570
	Iteration 67Q: 3 clusters Score -449564.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -449570.156250 Penalty: 2940.809570
	Iteration 68Q: 3 clusters Score -449570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -449580.468750 Penalty: 2940.809570
	Iteration 69Q: 3 clusters Score -449580.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -449598.437500 Penalty: 2940.809570
	Iteration 70Q: 3 clusters Score -449598.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -449613.968750 Penalty: 2940.809570
	Iteration 71Q: 3 clusters Score -449614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -449629.218750 Penalty: 2940.809570
	Iteration 72Q: 3 clusters Score -449629.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -449649.281250 Penalty: 2940.809570
	Iteration 73Q: 3 clusters Score -449649.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -449663.781250 Penalty: 2940.809570
	Iteration 74Q: 3 clusters Score -449663.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -449675.656250 Penalty: 2940.809570
	Iteration 75Q: 3 clusters Score -449675.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -449687.406250 Penalty: 2940.809570
	Iteration 76Q: 3 clusters Score -449687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -449701.250000 Penalty: 2940.809570
	Iteration 77Q: 3 clusters Score -449701.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -449717.718750 Penalty: 2940.809570
	Iteration 78Q: 3 clusters Score -449717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -449729.562500 Penalty: 2940.809570
	Iteration 79Q: 3 clusters Score -449729.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -449734.187500 Penalty: 2940.809570
	Iteration 80F: 3 clusters Score -449734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -449739.125000 Penalty: 2940.809570
	Iteration 81Q: 3 clusters Score -449739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -449741.593750 Penalty: 2940.809570
	Iteration 82Q: 3 clusters Score -449741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -449744.718750 Penalty: 2940.809570
	Iteration 83Q: 3 clusters Score -449744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -449747.437500 Penalty: 2940.809570
	Iteration 84Q: 3 clusters Score -449747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -449749.968750 Penalty: 2940.809570
	Iteration 85Q: 3 clusters Score -449750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -449750.312500 Penalty: 2940.809570
	Iteration 86Q: 3 clusters Score -449750.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -449752.406250 Penalty: 2940.809570
	Iteration 87Q: 3 clusters Score -449752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -449754.593750 Penalty: 2940.809570
	Iteration 88Q: 3 clusters Score -449754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -449756.312500 Penalty: 2940.809570
	Iteration 89Q: 3 clusters Score -449756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -449756.375000 Penalty: 2940.809570
	Iteration 90Q: 3 clusters Score -449756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -449757.687500 Penalty: 2940.809570
	Iteration 91Q: 3 clusters Score -449757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -449756.843750 Penalty: 2940.809570
	Iteration 92Q: 3 clusters Score -449756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -449756.843750 Penalty: 2940.809570
	Iteration 93F: 3 clusters Score -449756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (209406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209406 members 
Entering Unmasked Estep 
Score: -10921860.000000 Penalty: 1990.954956
	Iteration 0F: 2 clusters Score -1.092186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -10780826.000000 Penalty: 3981.909912
	Iteration 0F: 3 clusters Score -1.078083e+07 nChanged 101382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 111858 members 
Entering Unmasked Estep 
Score: -10841214.000000 Penalty: 3981.909912
	Iteration 1F: 3 clusters Score -1.084121e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -10843264.000000 Penalty: 3981.909912
	Iteration 2Q: 3 clusters Score -1.084326e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 124244 members 
Entering Unmasked Estep 
Score: -10847395.000000 Penalty: 3981.909912
	Iteration 3Q: 3 clusters Score -1.08474e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 135425 members 
Entering Unmasked Estep 
Score: -10854264.000000 Penalty: 3981.909912
	Iteration 4F: 3 clusters Score -1.085426e+07 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -10865295.000000 Penalty: 3981.909912
	Iteration 5F: 3 clusters Score -1.08653e+07 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 167482 members 
Entering Unmasked Estep 
Score: -10880378.000000 Penalty: 3981.909912
	Iteration 6F: 3 clusters Score -1.088038e+07 nChanged 16756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -10896074.000000 Penalty: 3981.909912
	Iteration 7F: 3 clusters Score -1.089607e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 196778 members 
Entering Unmasked Estep 
Score: -10908381.000000 Penalty: 3981.909912
	Iteration 8F: 3 clusters Score -1.090838e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 204145 members 
Entering Unmasked Estep 
Score: -10915343.000000 Penalty: 3981.909912
	Iteration 9Q: 3 clusters Score -1.091534e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 207487 members 
Entering Unmasked Estep 
Score: -10918425.000000 Penalty: 3981.909912
	Iteration 10Q: 3 clusters Score -1.091842e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 208694 members 
Entering Unmasked Estep 
Score: -10919493.000000 Penalty: 3981.909912
	Iteration 11Q: 3 clusters Score -1.091949e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 209055 members 
Entering Unmasked Estep 
Score: -10919821.000000 Penalty: 3981.909912
	Iteration 12Q: 3 clusters Score -1.091982e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 209149 members 
Entering Unmasked Estep 
Score: -10919914.000000 Penalty: 3981.909912
	Iteration 13Q: 3 clusters Score -1.091991e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209189 members 
Entering Unmasked Estep 
Score: -10919943.000000 Penalty: 3981.909912
	Iteration 14Q: 3 clusters Score -1.091994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209205 members 
Entering Unmasked Estep 
Score: -10919975.000000 Penalty: 3981.909912
	Iteration 15Q: 3 clusters Score -1.091998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209216 members 
Entering Unmasked Estep 
Score: -10920010.000000 Penalty: 3981.909912
	Iteration 16Q: 3 clusters Score -1.092001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -10920040.000000 Penalty: 3981.909912
	Iteration 17Q: 3 clusters Score -1.092004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 209226 members 
Entering Unmasked Estep 
Score: -10920057.000000 Penalty: 3981.909912
	Iteration 18Q: 3 clusters Score -1.092006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -10920062.000000 Penalty: 3981.909912
	Iteration 19Q: 3 clusters Score -1.092006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -10920074.000000 Penalty: 3981.909912
	Iteration 20F: 3 clusters Score -1.092007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -10920071.000000 Penalty: 3981.909912
	Iteration 21Q: 3 clusters Score -1.092007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209222 members 
Entering Unmasked Estep 
Score: -10920077.000000 Penalty: 3981.909912
	Iteration 22Q: 3 clusters Score -1.092008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 209226 members 
Entering Unmasked Estep 
Score: -10920077.000000 Penalty: 3981.909912
	Iteration 23Q: 3 clusters Score -1.092008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 209229 members 
Entering Unmasked Estep 
Score: -10920082.000000 Penalty: 3981.909912
	Iteration 24Q: 3 clusters Score -1.092008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209231 members 
Entering Unmasked Estep 
Score: -10920094.000000 Penalty: 3981.909912
	Iteration 25Q: 3 clusters Score -1.092009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209231 members 
Entering Unmasked Estep 
Score: -10920094.000000 Penalty: 3981.909912
	Iteration 26F: 3 clusters Score -1.092009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -139195.218750 Penalty: 1294.231812
	Iteration 0F: 2 clusters Score -139195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -136528.265625 Penalty: 2588.463623
	Iteration 0F: 3 clusters Score -136528.3 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137184.578125 Penalty: 2588.463623
	Iteration 1F: 3 clusters Score -137184.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -137371.046875 Penalty: 2588.463623
	Iteration 2F: 3 clusters Score -137371 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -137529.031250 Penalty: 2588.463623
	Iteration 3F: 3 clusters Score -137529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -137656.859375 Penalty: 2588.463623
	Iteration 4F: 3 clusters Score -137656.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -137751.359375 Penalty: 2588.463623
	Iteration 5Q: 3 clusters Score -137751.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -137843.593750 Penalty: 2588.463623
	Iteration 6Q: 3 clusters Score -137843.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -137940.187500 Penalty: 2588.463623
	Iteration 7Q: 3 clusters Score -137940.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -138035.328125 Penalty: 2588.463623
	Iteration 8Q: 3 clusters Score -138035.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -138115.984375 Penalty: 2588.463623
	Iteration 9Q: 3 clusters Score -138116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -138179.265625 Penalty: 2588.463623
	Iteration 10Q: 3 clusters Score -138179.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138220.687500 Penalty: 2588.463623
	Iteration 11Q: 3 clusters Score -138220.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138239.578125 Penalty: 2588.463623
	Iteration 12Q: 3 clusters Score -138239.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138255.187500 Penalty: 2588.463623
	Iteration 13Q: 3 clusters Score -138255.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138269.812500 Penalty: 2588.463623
	Iteration 14Q: 3 clusters Score -138269.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -138281.718750 Penalty: 2588.463623
	Iteration 15Q: 3 clusters Score -138281.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -138295.500000 Penalty: 2588.463623
	Iteration 16Q: 3 clusters Score -138295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138302.921875 Penalty: 2588.463623
	Iteration 17Q: 3 clusters Score -138302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138305.703125 Penalty: 2588.463623
	Iteration 18Q: 3 clusters Score -138305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -138309.203125 Penalty: 2588.463623
	Iteration 19Q: 3 clusters Score -138309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138310.953125 Penalty: 2588.463623
	Iteration 20F: 3 clusters Score -138311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138311.296875 Penalty: 2588.463623
	Iteration 21Q: 3 clusters Score -138311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138311.875000 Penalty: 2588.463623
	Iteration 22Q: 3 clusters Score -138311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138312.468750 Penalty: 2588.463623
	Iteration 23Q: 3 clusters Score -138312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138313.140625 Penalty: 2588.463623
	Iteration 24Q: 3 clusters Score -138313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138313.453125 Penalty: 2588.463623
	Iteration 25Q: 3 clusters Score -138313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138313.453125 Penalty: 2588.463623
	Iteration 26F: 3 clusters Score -138313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Entering Unmasked Estep 
Score: -2939927.500000 Penalty: 1778.880493
	Iteration 0F: 2 clusters Score -2939928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2901943.250000 Penalty: 3557.760986
	Iteration 0F: 3 clusters Score -2901943 nChanged 26736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -2917662.000000 Penalty: 3557.760986
	Iteration 1F: 3 clusters Score -2917662 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -2918828.000000 Penalty: 3557.760986
	Iteration 2Q: 3 clusters Score -2918828 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -2920855.500000 Penalty: 3557.760986
	Iteration 3F: 3 clusters Score -2920856 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -2924197.250000 Penalty: 3557.760986
	Iteration 4F: 3 clusters Score -2924197 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -2928662.750000 Penalty: 3557.760986
	Iteration 5F: 3 clusters Score -2928663 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -2932898.000000 Penalty: 3557.760986
	Iteration 6F: 3 clusters Score -2932898 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -2935647.000000 Penalty: 3557.760986
	Iteration 7F: 3 clusters Score -2935647 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -2937141.750000 Penalty: 3557.760986
	Iteration 8Q: 3 clusters Score -2937142 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -2937805.500000 Penalty: 3557.760986
	Iteration 9Q: 3 clusters Score -2937806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -2938091.000000 Penalty: 3557.760986
	Iteration 10Q: 3 clusters Score -2938091 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -2938233.750000 Penalty: 3557.760986
	Iteration 11Q: 3 clusters Score -2938234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -2938298.750000 Penalty: 3557.760986
	Iteration 12Q: 3 clusters Score -2938299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -2938332.250000 Penalty: 3557.760986
	Iteration 13Q: 3 clusters Score -2938332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -2938359.750000 Penalty: 3557.760986
	Iteration 14Q: 3 clusters Score -2938360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -2938375.500000 Penalty: 3557.760986
	Iteration 15Q: 3 clusters Score -2938376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -2938391.500000 Penalty: 3557.760986
	Iteration 16Q: 3 clusters Score -2938392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -2938394.000000 Penalty: 3557.760986
	Iteration 17Q: 3 clusters Score -2938394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -2938401.500000 Penalty: 3557.760986
	Iteration 18Q: 3 clusters Score -2938402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -2938402.750000 Penalty: 3557.760986
	Iteration 19Q: 3 clusters Score -2938403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -2938401.500000 Penalty: 3557.760986
	Iteration 20F: 3 clusters Score -2938402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -2938404.500000 Penalty: 3557.760986
	Iteration 21Q: 3 clusters Score -2938404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -2938404.000000 Penalty: 3557.760986
	Iteration 22Q: 3 clusters Score -2938404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -2938405.500000 Penalty: 3557.760986
	Iteration 23Q: 3 clusters Score -2938406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -2938408.500000 Penalty: 3557.760986
	Iteration 24Q: 3 clusters Score -2938408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -2938408.500000 Penalty: 3557.760986
	Iteration 25F: 3 clusters Score -2938408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 4058 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 69650 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 54902 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 12 contains 13898 members 
Mstep: Class 13 contains 44415 members 
Mstep: Class 15 contains 7057 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 209406 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 56781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533388.000000 Penalty: 36418.070312
Iteration 159Q: 18 clusters Score -2.653339e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 8770 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 69644 members 
Mstep: Class 6 contains 9431 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 55062 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 13784 members 
Mstep: Class 12 contains 13891 members 
Mstep: Class 13 contains 44375 members 
Mstep: Class 15 contains 7025 members 
Mstep: Class 17 contains 8501 members 
Mstep: Class 18 contains 209379 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 56790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533442.000000 Penalty: 36418.070312
Iteration 160F: 18 clusters Score -2.653344e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 3181 members 
Mstep: Class 5 contains 69632 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 55219 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 13803 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 44332 members 
Mstep: Class 15 contains 6997 members 
Mstep: Class 17 contains 8499 members 
Mstep: Class 18 contains 209353 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 56778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533414.000000 Penalty: 36418.070312
Iteration 161Q: 18 clusters Score -2.653341e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 8700 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 69622 members 
Mstep: Class 6 contains 9423 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 55349 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 44304 members 
Mstep: Class 15 contains 6971 members 
Mstep: Class 17 contains 8491 members 
Mstep: Class 18 contains 209329 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 56765 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 18 clusters Score -2.653341e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 4058 members 
Mstep: Class 3 contains 8678 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 69609 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 55444 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 44275 members 
Mstep: Class 15 contains 6957 members 
Mstep: Class 17 contains 8481 members 
Mstep: Class 18 contains 209315 members 
Mstep: Class 20 contains 2843 members 
Mstep: Class 21 contains 56761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 18 clusters Score -2.653346e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 69594 members 
Mstep: Class 6 contains 9426 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 55534 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 13852 members 
Mstep: Class 12 contains 13864 members 
Mstep: Class 13 contains 44266 members 
Mstep: Class 15 contains 6945 members 
Mstep: Class 17 contains 8474 members 
Mstep: Class 18 contains 209293 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 56755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 18 clusters Score -2.653342e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 69584 members 
Mstep: Class 6 contains 9423 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 55615 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 13865 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 44252 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 17 contains 8465 members 
Mstep: Class 18 contains 209256 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 56761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 18 clusters Score -2.653349e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 8633 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 69581 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 55691 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 13877 members 
Mstep: Class 12 contains 13856 members 
Mstep: Class 13 contains 44240 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 17 contains 8456 members 
Mstep: Class 18 contains 209227 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 56752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 18 clusters Score -2.653356e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 69575 members 
Mstep: Class 6 contains 9421 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 55757 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 13886 members 
Mstep: Class 12 contains 13854 members 
Mstep: Class 13 contains 44227 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 209209 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 56750 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 18 clusters Score -2.65336e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 69568 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 55816 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 13893 members 
Mstep: Class 12 contains 13854 members 
Mstep: Class 13 contains 44215 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 17 contains 8449 members 
Mstep: Class 18 contains 209193 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 56742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 18 clusters Score -2.653368e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 8615 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 69564 members 
Mstep: Class 6 contains 9424 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 55889 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 12 contains 13851 members 
Mstep: Class 13 contains 44201 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 17 contains 8448 members 
Mstep: Class 18 contains 209172 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 56732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 18 clusters Score -2.653369e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4032 members 
Mstep: Class 3 contains 8613 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 69567 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 55928 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 12 contains 13848 members 
Mstep: Class 13 contains 44185 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 17 contains 8447 members 
Mstep: Class 18 contains 209157 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 56726 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 18 clusters Score -2.653365e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8611 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 69562 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 55963 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 44174 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 209155 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 56723 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 18 clusters Score -2.653367e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8609 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 69559 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 56005 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 13903 members 
Mstep: Class 12 contains 13835 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 209144 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 56722 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 18 clusters Score -2.653366e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4040 members 
Mstep: Class 3 contains 8606 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 69553 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 56044 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 13902 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 44150 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 209137 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 56715 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 18 clusters Score -2.653364e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4039 members 
Mstep: Class 3 contains 8602 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 69550 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 56075 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 44144 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209135 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 56710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 18 clusters Score -2.653366e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 69550 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 56095 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 13906 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 44140 members 
Mstep: Class 15 contains 6844 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 209131 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 56706 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 18 clusters Score -2.653369e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 69552 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 56109 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 13915 members 
Mstep: Class 12 contains 13820 members 
Mstep: Class 13 contains 44139 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209127 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 56695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 18 clusters Score -2.653364e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 69554 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 56128 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 12 contains 13819 members 
Mstep: Class 13 contains 44141 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209125 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 56685 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 18 clusters Score -2.653364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 69558 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 56141 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 12 contains 13819 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 209120 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 56681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 18 clusters Score -2.653365e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 69557 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 56156 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 13925 members 
Mstep: Class 12 contains 13820 members 
Mstep: Class 13 contains 44143 members 
Mstep: Class 15 contains 6812 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 209111 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 56676 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 18 clusters Score -2.653365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 69558 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56159 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 44143 members 
Mstep: Class 15 contains 6814 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209110 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 56672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533664.000000 Penalty: 36418.070312
Iteration 180F: 18 clusters Score -2.653366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 69558 members 
Mstep: Class 6 contains 9431 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56167 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 44145 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209106 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 18 clusters Score -2.653368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 69560 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56178 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 12 contains 13826 members 
Mstep: Class 13 contains 44140 members 
Mstep: Class 15 contains 6808 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209102 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 56666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 18 clusters Score -2.653369e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 69560 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56188 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 12 contains 13828 members 
Mstep: Class 13 contains 44136 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 209101 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 56665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 18 clusters Score -2.653367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 69560 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56201 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 12 contains 13825 members 
Mstep: Class 13 contains 44136 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 209098 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 56664 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 18 clusters Score -2.653368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 69557 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56220 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 44134 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 209093 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 56664 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 18 clusters Score -2.653367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 69558 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56232 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 44130 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 209091 members 
Mstep: Class 20 contains 2783 members 
Mstep: Class 21 contains 56665 members 
Entering Unmasked Estep 
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Iteration 186Q: 18 clusters Score -2.653367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 8593 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69555 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56242 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44129 members 
Mstep: Class 15 contains 6786 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 209089 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 21 contains 56665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 18 clusters Score -2.653365e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 8588 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69553 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56256 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44125 members 
Mstep: Class 15 contains 6779 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 209089 members 
Mstep: Class 20 contains 2778 members 
Mstep: Class 21 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 18 clusters Score -2.653367e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 4032 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69550 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56263 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44125 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 209087 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 56677 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 189Q: 18 clusters Score -2.653371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 4030 members 
Mstep: Class 3 contains 8574 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69549 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56270 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 13946 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44123 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 17 contains 8444 members 
Mstep: Class 18 contains 209087 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 56682 members 
Entering Unmasked Estep 
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Iteration 190Q: 18 clusters Score -2.653372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 4029 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69549 members 
Mstep: Class 6 contains 9430 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56273 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 209089 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 56685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533710.000000 Penalty: 36418.070312
Iteration 191Q: 18 clusters Score -2.653371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69549 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56282 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44116 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 209089 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 56683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533678.000000 Penalty: 36418.070312
Iteration 192Q: 18 clusters Score -2.653368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 8566 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69539 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56299 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44112 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 209091 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 56681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533676.000000 Penalty: 36418.070312
Iteration 193Q: 18 clusters Score -2.653368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69536 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56318 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44105 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 209086 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 56682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533676.000000 Penalty: 36418.070312
Iteration 194Q: 18 clusters Score -2.653368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69536 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56326 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44102 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 209083 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 56682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533710.000000 Penalty: 36418.070312
Iteration 195Q: 18 clusters Score -2.653371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69536 members 
Mstep: Class 6 contains 9431 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56334 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44098 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 209088 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 56680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533688.000000 Penalty: 36418.070312
Iteration 196Q: 18 clusters Score -2.653369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69534 members 
Mstep: Class 6 contains 9432 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56341 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 15 contains 6775 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 209092 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 56678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533672.000000 Penalty: 36418.070312
Iteration 197Q: 18 clusters Score -2.653367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69534 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 56351 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 209093 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 56678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533694.000000 Penalty: 36418.070312
Iteration 198Q: 18 clusters Score -2.653369e+07 nChanged 44
Entering ConstructFrom: 
Score: -26533694.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Entering Unmasked Estep 
Score: -930151.937500 Penalty: 1587.050415
	Iteration 0F: 2 clusters Score -930151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -918125.187500 Penalty: 3174.100830
	Iteration 0F: 3 clusters Score -918125.2 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -922434.312500 Penalty: 3174.100830
	Iteration 1F: 3 clusters Score -922434.3 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -922775.687500 Penalty: 3174.100830
	Iteration 2F: 3 clusters Score -922775.7 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -923131.062500 Penalty: 3174.100830
	Iteration 3Q: 3 clusters Score -923131.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -923488.875000 Penalty: 3174.100830
	Iteration 4Q: 3 clusters Score -923488.9 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -923909.062500 Penalty: 3174.100830
	Iteration 5Q: 3 clusters Score -923909.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -924465.500000 Penalty: 3174.100830
	Iteration 6F: 3 clusters Score -924465.5 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -925172.375000 Penalty: 3174.100830
	Iteration 7F: 3 clusters Score -925172.4 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -926054.250000 Penalty: 3174.100830
	Iteration 8F: 3 clusters Score -926054.2 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -926953.687500 Penalty: 3174.100830
	Iteration 9F: 3 clusters Score -926953.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -927585.937500 Penalty: 3174.100830
	Iteration 10Q: 3 clusters Score -927585.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -927916.062500 Penalty: 3174.100830
	Iteration 11Q: 3 clusters Score -927916.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -928086.562500 Penalty: 3174.100830
	Iteration 12Q: 3 clusters Score -928086.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -928168.937500 Penalty: 3174.100830
	Iteration 13Q: 3 clusters Score -928168.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -928226.062500 Penalty: 3174.100830
	Iteration 14Q: 3 clusters Score -928226.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -928271.750000 Penalty: 3174.100830
	Iteration 15Q: 3 clusters Score -928271.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -928304.062500 Penalty: 3174.100830
	Iteration 16Q: 3 clusters Score -928304.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -928335.562500 Penalty: 3174.100830
	Iteration 17Q: 3 clusters Score -928335.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -928360.750000 Penalty: 3174.100830
	Iteration 18Q: 3 clusters Score -928360.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -928380.500000 Penalty: 3174.100830
	Iteration 19Q: 3 clusters Score -928380.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -928406.250000 Penalty: 3174.100830
	Iteration 20F: 3 clusters Score -928406.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -928419.812500 Penalty: 3174.100830
	Iteration 21Q: 3 clusters Score -928419.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -928431.625000 Penalty: 3174.100830
	Iteration 22Q: 3 clusters Score -928431.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -928441.812500 Penalty: 3174.100830
	Iteration 23Q: 3 clusters Score -928441.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -928455.250000 Penalty: 3174.100830
	Iteration 24Q: 3 clusters Score -928455.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -928465.437500 Penalty: 3174.100830
	Iteration 25Q: 3 clusters Score -928465.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -928479.375000 Penalty: 3174.100830
	Iteration 26Q: 3 clusters Score -928479.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -928488.750000 Penalty: 3174.100830
	Iteration 27Q: 3 clusters Score -928488.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -928493.250000 Penalty: 3174.100830
	Iteration 28Q: 3 clusters Score -928493.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -928501.750000 Penalty: 3174.100830
	Iteration 29Q: 3 clusters Score -928501.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -928511.437500 Penalty: 3174.100830
	Iteration 30Q: 3 clusters Score -928511.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -928525.437500 Penalty: 3174.100830
	Iteration 31Q: 3 clusters Score -928525.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -928527.312500 Penalty: 3174.100830
	Iteration 32Q: 3 clusters Score -928527.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -928536.875000 Penalty: 3174.100830
	Iteration 33Q: 3 clusters Score -928536.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -928543.937500 Penalty: 3174.100830
	Iteration 34Q: 3 clusters Score -928543.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -928553.250000 Penalty: 3174.100830
	Iteration 35Q: 3 clusters Score -928553.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -928560.625000 Penalty: 3174.100830
	Iteration 36Q: 3 clusters Score -928560.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -928563.812500 Penalty: 3174.100830
	Iteration 37Q: 3 clusters Score -928563.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -928566.500000 Penalty: 3174.100830
	Iteration 38Q: 3 clusters Score -928566.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -928572.125000 Penalty: 3174.100830
	Iteration 39Q: 3 clusters Score -928572.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -928576.187500 Penalty: 3174.100830
	Iteration 40F: 3 clusters Score -928576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -928579.937500 Penalty: 3174.100830
	Iteration 41Q: 3 clusters Score -928579.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -928582.125000 Penalty: 3174.100830
	Iteration 42Q: 3 clusters Score -928582.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -928584.250000 Penalty: 3174.100830
	Iteration 43Q: 3 clusters Score -928584.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -928594.062500 Penalty: 3174.100830
	Iteration 44Q: 3 clusters Score -928594.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -928602.187500 Penalty: 3174.100830
	Iteration 45Q: 3 clusters Score -928602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -928602.500000 Penalty: 3174.100830
	Iteration 46Q: 3 clusters Score -928602.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -928607.187500 Penalty: 3174.100830
	Iteration 47Q: 3 clusters Score -928607.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -928617.187500 Penalty: 3174.100830
	Iteration 48Q: 3 clusters Score -928617.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -928629.312500 Penalty: 3174.100830
	Iteration 49Q: 3 clusters Score -928629.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -928643.000000 Penalty: 3174.100830
	Iteration 50Q: 3 clusters Score -928643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -928651.187500 Penalty: 3174.100830
	Iteration 51Q: 3 clusters Score -928651.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -928664.750000 Penalty: 3174.100830
	Iteration 52Q: 3 clusters Score -928664.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -928678.375000 Penalty: 3174.100830
	Iteration 53Q: 3 clusters Score -928678.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -928691.687500 Penalty: 3174.100830
	Iteration 54Q: 3 clusters Score -928691.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -928702.000000 Penalty: 3174.100830
	Iteration 55Q: 3 clusters Score -928702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -928717.000000 Penalty: 3174.100830
	Iteration 56Q: 3 clusters Score -928717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -928722.437500 Penalty: 3174.100830
	Iteration 57Q: 3 clusters Score -928722.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -928729.187500 Penalty: 3174.100830
	Iteration 58Q: 3 clusters Score -928729.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -928735.687500 Penalty: 3174.100830
	Iteration 59Q: 3 clusters Score -928735.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -928736.312500 Penalty: 3174.100830
	Iteration 60F: 3 clusters Score -928736.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -928741.875000 Penalty: 3174.100830
	Iteration 61Q: 3 clusters Score -928741.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -928741.500000 Penalty: 3174.100830
	Iteration 62Q: 3 clusters Score -928741.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -928740.437500 Penalty: 3174.100830
	Iteration 63Q: 3 clusters Score -928740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -928744.125000 Penalty: 3174.100830
	Iteration 64Q: 3 clusters Score -928744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -928745.937500 Penalty: 3174.100830
	Iteration 65Q: 3 clusters Score -928745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -928749.937500 Penalty: 3174.100830
	Iteration 66Q: 3 clusters Score -928749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -928749.562500 Penalty: 3174.100830
	Iteration 67Q: 3 clusters Score -928749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -928749.437500 Penalty: 3174.100830
	Iteration 68Q: 3 clusters Score -928749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -928750.125000 Penalty: 3174.100830
	Iteration 69Q: 3 clusters Score -928750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -928750.687500 Penalty: 3174.100830
	Iteration 70Q: 3 clusters Score -928750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -928750.875000 Penalty: 3174.100830
	Iteration 71Q: 3 clusters Score -928750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -928751.250000 Penalty: 3174.100830
	Iteration 72Q: 3 clusters Score -928751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -928753.687500 Penalty: 3174.100830
	Iteration 73Q: 3 clusters Score -928753.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -928754.750000 Penalty: 3174.100830
	Iteration 74Q: 3 clusters Score -928754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -928757.187500 Penalty: 3174.100830
	Iteration 75Q: 3 clusters Score -928757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -928757.187500 Penalty: 3174.100830
	Iteration 76Q: 3 clusters Score -928757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -928757.562500 Penalty: 3174.100830
	Iteration 77Q: 3 clusters Score -928757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -928758.187500 Penalty: 3174.100830
	Iteration 78Q: 3 clusters Score -928758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -928760.250000 Penalty: 3174.100830
	Iteration 79Q: 3 clusters Score -928760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -928759.437500 Penalty: 3174.100830
	Iteration 80F: 3 clusters Score -928759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -928761.937500 Penalty: 3174.100830
	Iteration 81Q: 3 clusters Score -928761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -928761.375000 Penalty: 3174.100830
	Iteration 82Q: 3 clusters Score -928761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -928762.062500 Penalty: 3174.100830
	Iteration 83Q: 3 clusters Score -928762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -928763.125000 Penalty: 3174.100830
	Iteration 84Q: 3 clusters Score -928763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -928763.125000 Penalty: 3174.100830
	Iteration 85Q: 3 clusters Score -928763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -928766.062500 Penalty: 3174.100830
	Iteration 86Q: 3 clusters Score -928766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -928765.000000 Penalty: 3174.100830
	Iteration 87Q: 3 clusters Score -928765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -928765.625000 Penalty: 3174.100830
	Iteration 88Q: 3 clusters Score -928765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -928766.875000 Penalty: 3174.100830
	Iteration 89Q: 3 clusters Score -928766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -928767.250000 Penalty: 3174.100830
	Iteration 90Q: 3 clusters Score -928767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -928767.000000 Penalty: 3174.100830
	Iteration 91Q: 3 clusters Score -928767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -928766.312500 Penalty: 3174.100830
	Iteration 92Q: 3 clusters Score -928766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -928766.625000 Penalty: 3174.100830
	Iteration 93Q: 3 clusters Score -928766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -928767.562500 Penalty: 3174.100830
	Iteration 94Q: 3 clusters Score -928767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -928766.750000 Penalty: 3174.100830
	Iteration 95Q: 3 clusters Score -928766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -928769.062500 Penalty: 3174.100830
	Iteration 96Q: 3 clusters Score -928769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -928767.812500 Penalty: 3174.100830
	Iteration 97Q: 3 clusters Score -928767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -928771.062500 Penalty: 3174.100830
	Iteration 98Q: 3 clusters Score -928771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -928771.062500 Penalty: 3174.100830
	Iteration 99Q: 3 clusters Score -928771.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -928772.500000 Penalty: 3174.100830
	Iteration 100F: 3 clusters Score -928772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -928772.625000 Penalty: 3174.100830
	Iteration 101Q: 3 clusters Score -928772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -928772.062500 Penalty: 3174.100830
	Iteration 102Q: 3 clusters Score -928772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -928773.125000 Penalty: 3174.100830
	Iteration 103Q: 3 clusters Score -928773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -928775.312500 Penalty: 3174.100830
	Iteration 104Q: 3 clusters Score -928775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -928774.750000 Penalty: 3174.100830
	Iteration 105Q: 3 clusters Score -928774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -928774.750000 Penalty: 3174.100830
	Iteration 106F: 3 clusters Score -928774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -209336.390625 Penalty: 1348.067261
	Iteration 0F: 2 clusters Score -209336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -205917.015625 Penalty: 2696.134521
	Iteration 0F: 3 clusters Score -205917 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -206860.093750 Penalty: 2696.134521
	Iteration 1F: 3 clusters Score -206860.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -207031.265625 Penalty: 2696.134521
	Iteration 2F: 3 clusters Score -207031.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -207121.609375 Penalty: 2696.134521
	Iteration 3Q: 3 clusters Score -207121.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -207197.296875 Penalty: 2696.134521
	Iteration 4Q: 3 clusters Score -207197.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -207267.046875 Penalty: 2696.134521
	Iteration 5Q: 3 clusters Score -207267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -207321.250000 Penalty: 2696.134521
	Iteration 6Q: 3 clusters Score -207321.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -207367.562500 Penalty: 2696.134521
	Iteration 7Q: 3 clusters Score -207367.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -207408.546875 Penalty: 2696.134521
	Iteration 8Q: 3 clusters Score -207408.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -207442.812500 Penalty: 2696.134521
	Iteration 9Q: 3 clusters Score -207442.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -207476.125000 Penalty: 2696.134521
	Iteration 10Q: 3 clusters Score -207476.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -207513.390625 Penalty: 2696.134521
	Iteration 11Q: 3 clusters Score -207513.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -207553.671875 Penalty: 2696.134521
	Iteration 12Q: 3 clusters Score -207553.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -207581.343750 Penalty: 2696.134521
	Iteration 13Q: 3 clusters Score -207581.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -207610.718750 Penalty: 2696.134521
	Iteration 14Q: 3 clusters Score -207610.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -207642.718750 Penalty: 2696.134521
	Iteration 15Q: 3 clusters Score -207642.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -207676.296875 Penalty: 2696.134521
	Iteration 16Q: 3 clusters Score -207676.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -207707.765625 Penalty: 2696.134521
	Iteration 17Q: 3 clusters Score -207707.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -207740.281250 Penalty: 2696.134521
	Iteration 18Q: 3 clusters Score -207740.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -207774.312500 Penalty: 2696.134521
	Iteration 19Q: 3 clusters Score -207774.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -207812.453125 Penalty: 2696.134521
	Iteration 20F: 3 clusters Score -207812.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -207847.375000 Penalty: 2696.134521
	Iteration 21Q: 3 clusters Score -207847.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -207877.843750 Penalty: 2696.134521
	Iteration 22Q: 3 clusters Score -207877.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207907.437500 Penalty: 2696.134521
	Iteration 23Q: 3 clusters Score -207907.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -207939.156250 Penalty: 2696.134521
	Iteration 24Q: 3 clusters Score -207939.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -207966.078125 Penalty: 2696.134521
	Iteration 25Q: 3 clusters Score -207966.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -207991.750000 Penalty: 2696.134521
	Iteration 26Q: 3 clusters Score -207991.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -208007.031250 Penalty: 2696.134521
	Iteration 27Q: 3 clusters Score -208007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -208026.921875 Penalty: 2696.134521
	Iteration 28Q: 3 clusters Score -208026.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208037.859375 Penalty: 2696.134521
	Iteration 29Q: 3 clusters Score -208037.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -208048.000000 Penalty: 2696.134521
	Iteration 30Q: 3 clusters Score -208048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -208061.765625 Penalty: 2696.134521
	Iteration 31Q: 3 clusters Score -208061.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -208076.078125 Penalty: 2696.134521
	Iteration 32Q: 3 clusters Score -208076.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -208089.062500 Penalty: 2696.134521
	Iteration 33Q: 3 clusters Score -208089.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -208104.312500 Penalty: 2696.134521
	Iteration 34Q: 3 clusters Score -208104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -208115.484375 Penalty: 2696.134521
	Iteration 35Q: 3 clusters Score -208115.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -208123.281250 Penalty: 2696.134521
	Iteration 36Q: 3 clusters Score -208123.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -208127.687500 Penalty: 2696.134521
	Iteration 37Q: 3 clusters Score -208127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208129.593750 Penalty: 2696.134521
	Iteration 38Q: 3 clusters Score -208129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -208131.343750 Penalty: 2696.134521
	Iteration 39Q: 3 clusters Score -208131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208134.046875 Penalty: 2696.134521
	Iteration 40F: 3 clusters Score -208134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -208136.125000 Penalty: 2696.134521
	Iteration 41Q: 3 clusters Score -208136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -208139.625000 Penalty: 2696.134521
	Iteration 42Q: 3 clusters Score -208139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -208141.937500 Penalty: 2696.134521
	Iteration 43Q: 3 clusters Score -208141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -208142.859375 Penalty: 2696.134521
	Iteration 44Q: 3 clusters Score -208142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -208142.859375 Penalty: 2696.134521
	Iteration 45F: 3 clusters Score -208142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -453584.156250 Penalty: 1471.489990
	Iteration 0F: 2 clusters Score -453584.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -447408.437500 Penalty: 2942.979980
	Iteration 0F: 3 clusters Score -447408.4 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -449356.906250 Penalty: 2942.979980
	Iteration 1F: 3 clusters Score -449356.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -449643.031250 Penalty: 2942.979980
	Iteration 2F: 3 clusters Score -449643 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -449933.718750 Penalty: 2942.979980
	Iteration 3F: 3 clusters Score -449933.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -450238.187500 Penalty: 2942.979980
	Iteration 4F: 3 clusters Score -450238.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -450578.000000 Penalty: 2942.979980
	Iteration 5F: 3 clusters Score -450578 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -450910.281250 Penalty: 2942.979980
	Iteration 6F: 3 clusters Score -450910.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -451234.250000 Penalty: 2942.979980
	Iteration 7F: 3 clusters Score -451234.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -451518.718750 Penalty: 2942.979980
	Iteration 8Q: 3 clusters Score -451518.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -451780.031250 Penalty: 2942.979980
	Iteration 9Q: 3 clusters Score -451780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -451961.031250 Penalty: 2942.979980
	Iteration 10Q: 3 clusters Score -451961 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -452086.125000 Penalty: 2942.979980
	Iteration 11Q: 3 clusters Score -452086.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -452172.843750 Penalty: 2942.979980
	Iteration 12Q: 3 clusters Score -452172.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -452222.687500 Penalty: 2942.979980
	Iteration 13Q: 3 clusters Score -452222.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -452260.875000 Penalty: 2942.979980
	Iteration 14Q: 3 clusters Score -452260.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -452289.500000 Penalty: 2942.979980
	Iteration 15Q: 3 clusters Score -452289.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -452308.062500 Penalty: 2942.979980
	Iteration 16Q: 3 clusters Score -452308.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -452331.375000 Penalty: 2942.979980
	Iteration 17Q: 3 clusters Score -452331.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -452352.437500 Penalty: 2942.979980
	Iteration 18Q: 3 clusters Score -452352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -452364.000000 Penalty: 2942.979980
	Iteration 19Q: 3 clusters Score -452364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -452372.843750 Penalty: 2942.979980
	Iteration 20F: 3 clusters Score -452372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -452376.156250 Penalty: 2942.979980
	Iteration 21Q: 3 clusters Score -452376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -452378.500000 Penalty: 2942.979980
	Iteration 22Q: 3 clusters Score -452378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -452380.312500 Penalty: 2942.979980
	Iteration 23Q: 3 clusters Score -452380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -452382.062500 Penalty: 2942.979980
	Iteration 24Q: 3 clusters Score -452382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -452382.875000 Penalty: 2942.979980
	Iteration 25Q: 3 clusters Score -452382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -452382.875000 Penalty: 2942.979980
	Iteration 26F: 3 clusters Score -452382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -162594.109375 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -162594.1 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 1682 members 
Entering Unmasked Estep 
Score: -159682.000000 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -159682 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -160399.531250 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -160399.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -160587.000000 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -160587 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -160737.625000 Penalty: 2632.552490
	Iteration 3F: 3 clusters Score -160737.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -160883.000000 Penalty: 2632.552490
	Iteration 4F: 3 clusters Score -160883 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -161029.062500 Penalty: 2632.552490
	Iteration 5F: 3 clusters Score -161029.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -161181.640625 Penalty: 2632.552490
	Iteration 6F: 3 clusters Score -161181.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -161359.796875 Penalty: 2632.552490
	Iteration 7F: 3 clusters Score -161359.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -161536.515625 Penalty: 2632.552490
	Iteration 8F: 3 clusters Score -161536.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -161664.500000 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -161664.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -161750.593750 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -161750.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -161796.609375 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -161796.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -161825.562500 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -161825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -161838.468750 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -161838.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -161845.921875 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -161845.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -161849.265625 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -161849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -161852.796875 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -161852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -161853.531250 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -161853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -161854.437500 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -161854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -161855.593750 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -161855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -161856.156250 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -161856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -161856.312500 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -161856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -161856.312500 Penalty: 2632.552490
	Iteration 22F: 3 clusters Score -161856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Entering Unmasked Estep 
Score: -3627663.750000 Penalty: 1811.798218
	Iteration 0F: 2 clusters Score -3627664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -3581272.750000 Penalty: 3623.596436
	Iteration 0F: 3 clusters Score -3581273 nChanged 32824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3599848.500000 Penalty: 3623.596436
	Iteration 1F: 3 clusters Score -3599848 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3600356.250000 Penalty: 3623.596436
	Iteration 2Q: 3 clusters Score -3600356 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -3600865.000000 Penalty: 3623.596436
	Iteration 3Q: 3 clusters Score -3600865 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -3601519.750000 Penalty: 3623.596436
	Iteration 4Q: 3 clusters Score -3601520 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -3602551.750000 Penalty: 3623.596436
	Iteration 5Q: 3 clusters Score -3602552 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -3604372.500000 Penalty: 3623.596436
	Iteration 6F: 3 clusters Score -3604372 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -3607445.500000 Penalty: 3623.596436
	Iteration 7F: 3 clusters Score -3607446 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -3612434.250000 Penalty: 3623.596436
	Iteration 8F: 3 clusters Score -3612434 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -3618279.250000 Penalty: 3623.596436
	Iteration 9F: 3 clusters Score -3618279 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -3622828.250000 Penalty: 3623.596436
	Iteration 10F: 3 clusters Score -3622828 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -3625017.000000 Penalty: 3623.596436
	Iteration 11Q: 3 clusters Score -3625017 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -3625700.000000 Penalty: 3623.596436
	Iteration 12Q: 3 clusters Score -3625700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -3625900.250000 Penalty: 3623.596436
	Iteration 13Q: 3 clusters Score -3625900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -3625961.500000 Penalty: 3623.596436
	Iteration 14Q: 3 clusters Score -3625962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -3625993.750000 Penalty: 3623.596436
	Iteration 15Q: 3 clusters Score -3625994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -3626011.250000 Penalty: 3623.596436
	Iteration 16Q: 3 clusters Score -3626011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -3626022.250000 Penalty: 3623.596436
	Iteration 17Q: 3 clusters Score -3626022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -3626033.750000 Penalty: 3623.596436
	Iteration 18Q: 3 clusters Score -3626034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -3626036.750000 Penalty: 3623.596436
	Iteration 19Q: 3 clusters Score -3626037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -3626037.250000 Penalty: 3623.596436
	Iteration 20F: 3 clusters Score -3626037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -3626038.750000 Penalty: 3623.596436
	Iteration 21Q: 3 clusters Score -3626039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -3626037.500000 Penalty: 3623.596436
	Iteration 22Q: 3 clusters Score -3626038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -3626037.500000 Penalty: 3623.596436
	Iteration 23F: 3 clusters Score -3626038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Entering Unmasked Estep 
Score: -413454.156250 Penalty: 1487.229492
	Iteration 0F: 2 clusters Score -413454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -406605.593750 Penalty: 2974.458984
	Iteration 0F: 3 clusters Score -406605.6 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -408945.281250 Penalty: 2974.458984
	Iteration 1F: 3 clusters Score -408945.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -409270.468750 Penalty: 2974.458984
	Iteration 2F: 3 clusters Score -409270.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -409594.937500 Penalty: 2974.458984
	Iteration 3F: 3 clusters Score -409594.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -409945.656250 Penalty: 2974.458984
	Iteration 4F: 3 clusters Score -409945.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -410292.625000 Penalty: 2974.458984
	Iteration 5F: 3 clusters Score -410292.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -410585.093750 Penalty: 2974.458984
	Iteration 6Q: 3 clusters Score -410585.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -410826.875000 Penalty: 2974.458984
	Iteration 7Q: 3 clusters Score -410826.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -411014.656250 Penalty: 2974.458984
	Iteration 8Q: 3 clusters Score -411014.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -411169.250000 Penalty: 2974.458984
	Iteration 9Q: 3 clusters Score -411169.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -411326.875000 Penalty: 2974.458984
	Iteration 10Q: 3 clusters Score -411326.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -411454.500000 Penalty: 2974.458984
	Iteration 11Q: 3 clusters Score -411454.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -411564.687500 Penalty: 2974.458984
	Iteration 12Q: 3 clusters Score -411564.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -411666.750000 Penalty: 2974.458984
	Iteration 13Q: 3 clusters Score -411666.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -411748.000000 Penalty: 2974.458984
	Iteration 14Q: 3 clusters Score -411748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -411811.593750 Penalty: 2974.458984
	Iteration 15Q: 3 clusters Score -411811.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -411871.062500 Penalty: 2974.458984
	Iteration 16Q: 3 clusters Score -411871.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -411932.031250 Penalty: 2974.458984
	Iteration 17Q: 3 clusters Score -411932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -411980.250000 Penalty: 2974.458984
	Iteration 18Q: 3 clusters Score -411980.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -412034.031250 Penalty: 2974.458984
	Iteration 19Q: 3 clusters Score -412034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -412102.843750 Penalty: 2974.458984
	Iteration 20F: 3 clusters Score -412102.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -412195.000000 Penalty: 2974.458984
	Iteration 21Q: 3 clusters Score -412195 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -412302.062500 Penalty: 2974.458984
	Iteration 22Q: 3 clusters Score -412302.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -412403.531250 Penalty: 2974.458984
	Iteration 23Q: 3 clusters Score -412403.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -412451.687500 Penalty: 2974.458984
	Iteration 24Q: 3 clusters Score -412451.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -412485.906250 Penalty: 2974.458984
	Iteration 25Q: 3 clusters Score -412485.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -412507.937500 Penalty: 2974.458984
	Iteration 26Q: 3 clusters Score -412507.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -412517.718750 Penalty: 2974.458984
	Iteration 27Q: 3 clusters Score -412517.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -412526.031250 Penalty: 2974.458984
	Iteration 28Q: 3 clusters Score -412526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -412536.437500 Penalty: 2974.458984
	Iteration 29Q: 3 clusters Score -412536.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -412541.937500 Penalty: 2974.458984
	Iteration 30Q: 3 clusters Score -412541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -412543.281250 Penalty: 2974.458984
	Iteration 31Q: 3 clusters Score -412543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -412545.625000 Penalty: 2974.458984
	Iteration 32Q: 3 clusters Score -412545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -412546.906250 Penalty: 2974.458984
	Iteration 33Q: 3 clusters Score -412546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -412546.281250 Penalty: 2974.458984
	Iteration 34Q: 3 clusters Score -412546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -412548.562500 Penalty: 2974.458984
	Iteration 35Q: 3 clusters Score -412548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -412549.031250 Penalty: 2974.458984
	Iteration 36Q: 3 clusters Score -412549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -412549.968750 Penalty: 2974.458984
	Iteration 37Q: 3 clusters Score -412550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -412550.843750 Penalty: 2974.458984
	Iteration 38Q: 3 clusters Score -412550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -412551.625000 Penalty: 2974.458984
	Iteration 39Q: 3 clusters Score -412551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -412551.625000 Penalty: 2974.458984
	Iteration 40F: 3 clusters Score -412551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -239689.453125 Penalty: 1372.251099
	Iteration 0F: 2 clusters Score -239689.5 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 2319 members 
Entering Unmasked Estep 
Score: -235948.562500 Penalty: 2744.502197
	Iteration 0F: 3 clusters Score -235948.6 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -236899.734375 Penalty: 2744.502197
	Iteration 1F: 3 clusters Score -236899.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -237048.062500 Penalty: 2744.502197
	Iteration 2F: 3 clusters Score -237048.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -237156.281250 Penalty: 2744.502197
	Iteration 3Q: 3 clusters Score -237156.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -237244.312500 Penalty: 2744.502197
	Iteration 4Q: 3 clusters Score -237244.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -237304.031250 Penalty: 2744.502197
	Iteration 5Q: 3 clusters Score -237304 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -237357.562500 Penalty: 2744.502197
	Iteration 6Q: 3 clusters Score -237357.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -237423.343750 Penalty: 2744.502197
	Iteration 7Q: 3 clusters Score -237423.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -237488.546875 Penalty: 2744.502197
	Iteration 8Q: 3 clusters Score -237488.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -237575.640625 Penalty: 2744.502197
	Iteration 9Q: 3 clusters Score -237575.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -237684.781250 Penalty: 2744.502197
	Iteration 10Q: 3 clusters Score -237684.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -237801.734375 Penalty: 2744.502197
	Iteration 11Q: 3 clusters Score -237801.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -237904.359375 Penalty: 2744.502197
	Iteration 12Q: 3 clusters Score -237904.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -238034.546875 Penalty: 2744.502197
	Iteration 13Q: 3 clusters Score -238034.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -238167.750000 Penalty: 2744.502197
	Iteration 14Q: 3 clusters Score -238167.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -238304.500000 Penalty: 2744.502197
	Iteration 15Q: 3 clusters Score -238304.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -238423.812500 Penalty: 2744.502197
	Iteration 16Q: 3 clusters Score -238423.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -238510.843750 Penalty: 2744.502197
	Iteration 17Q: 3 clusters Score -238510.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -238578.406250 Penalty: 2744.502197
	Iteration 18Q: 3 clusters Score -238578.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -238620.515625 Penalty: 2744.502197
	Iteration 19Q: 3 clusters Score -238620.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -238657.000000 Penalty: 2744.502197
	Iteration 20F: 3 clusters Score -238657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -238687.468750 Penalty: 2744.502197
	Iteration 21Q: 3 clusters Score -238687.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238706.265625 Penalty: 2744.502197
	Iteration 22Q: 3 clusters Score -238706.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -238718.093750 Penalty: 2744.502197
	Iteration 23Q: 3 clusters Score -238718.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -238726.937500 Penalty: 2744.502197
	Iteration 24Q: 3 clusters Score -238726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -238730.937500 Penalty: 2744.502197
	Iteration 25Q: 3 clusters Score -238730.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238734.406250 Penalty: 2744.502197
	Iteration 26Q: 3 clusters Score -238734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -238737.875000 Penalty: 2744.502197
	Iteration 27Q: 3 clusters Score -238737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -238739.812500 Penalty: 2744.502197
	Iteration 28Q: 3 clusters Score -238739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -238743.578125 Penalty: 2744.502197
	Iteration 29Q: 3 clusters Score -238743.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -238747.437500 Penalty: 2744.502197
	Iteration 30Q: 3 clusters Score -238747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -238749.953125 Penalty: 2744.502197
	Iteration 31Q: 3 clusters Score -238750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -238752.156250 Penalty: 2744.502197
	Iteration 32Q: 3 clusters Score -238752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -238754.859375 Penalty: 2744.502197
	Iteration 33Q: 3 clusters Score -238754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238758.109375 Penalty: 2744.502197
	Iteration 34Q: 3 clusters Score -238758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -238763.359375 Penalty: 2744.502197
	Iteration 35Q: 3 clusters Score -238763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238766.234375 Penalty: 2744.502197
	Iteration 36Q: 3 clusters Score -238766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -238767.031250 Penalty: 2744.502197
	Iteration 37Q: 3 clusters Score -238767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238767.203125 Penalty: 2744.502197
	Iteration 38Q: 3 clusters Score -238767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238767.531250 Penalty: 2744.502197
	Iteration 39Q: 3 clusters Score -238767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -238768.453125 Penalty: 2744.502197
	Iteration 40F: 3 clusters Score -238768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Entering Unmasked Estep 
Score: -2934470.250000 Penalty: 1777.688354
	Iteration 0F: 2 clusters Score -2934470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -2896910.250000 Penalty: 3555.376709
	Iteration 0F: 3 clusters Score -2896910 nChanged 26449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -2912537.250000 Penalty: 3555.376709
	Iteration 1F: 3 clusters Score -2912537 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -2913562.500000 Penalty: 3555.376709
	Iteration 2Q: 3 clusters Score -2913562 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -2915147.000000 Penalty: 3555.376709
	Iteration 3F: 3 clusters Score -2915147 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -2917853.500000 Penalty: 3555.376709
	Iteration 4F: 3 clusters Score -2917854 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -2921649.750000 Penalty: 3555.376709
	Iteration 5F: 3 clusters Score -2921650 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -2925980.750000 Penalty: 3555.376709
	Iteration 6F: 3 clusters Score -2925981 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -2929268.000000 Penalty: 3555.376709
	Iteration 7F: 3 clusters Score -2929268 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -2931151.250000 Penalty: 3555.376709
	Iteration 8Q: 3 clusters Score -2931151 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -2932042.250000 Penalty: 3555.376709
	Iteration 9Q: 3 clusters Score -2932042 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -2932442.750000 Penalty: 3555.376709
	Iteration 10Q: 3 clusters Score -2932443 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -2932650.000000 Penalty: 3555.376709
	Iteration 11Q: 3 clusters Score -2932650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -2932767.000000 Penalty: 3555.376709
	Iteration 12Q: 3 clusters Score -2932767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -2932833.000000 Penalty: 3555.376709
	Iteration 13Q: 3 clusters Score -2932833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -2932867.500000 Penalty: 3555.376709
	Iteration 14Q: 3 clusters Score -2932868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -2932903.500000 Penalty: 3555.376709
	Iteration 15Q: 3 clusters Score -2932904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -2932934.250000 Penalty: 3555.376709
	Iteration 16Q: 3 clusters Score -2932934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -2932958.500000 Penalty: 3555.376709
	Iteration 17Q: 3 clusters Score -2932958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -2932966.250000 Penalty: 3555.376709
	Iteration 18Q: 3 clusters Score -2932966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -2932967.250000 Penalty: 3555.376709
	Iteration 19Q: 3 clusters Score -2932967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -2932971.000000 Penalty: 3555.376709
	Iteration 20F: 3 clusters Score -2932971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -2932975.250000 Penalty: 3555.376709
	Iteration 21Q: 3 clusters Score -2932975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -2932978.250000 Penalty: 3555.376709
	Iteration 22Q: 3 clusters Score -2932978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -2932982.750000 Penalty: 3555.376709
	Iteration 23Q: 3 clusters Score -2932983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -2932990.500000 Penalty: 3555.376709
	Iteration 24Q: 3 clusters Score -2932990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -2932991.750000 Penalty: 3555.376709
	Iteration 25Q: 3 clusters Score -2932992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -2932992.000000 Penalty: 3555.376709
	Iteration 26Q: 3 clusters Score -2932992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -2932992.750000 Penalty: 3555.376709
	Iteration 27Q: 3 clusters Score -2932993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -2932995.250000 Penalty: 3555.376709
	Iteration 28Q: 3 clusters Score -2932995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -2932992.500000 Penalty: 3555.376709
	Iteration 29Q: 3 clusters Score -2932992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -2932994.500000 Penalty: 3555.376709
	Iteration 30Q: 3 clusters Score -2932994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -2932998.000000 Penalty: 3555.376709
	Iteration 31Q: 3 clusters Score -2932998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -2932998.000000 Penalty: 3555.376709
	Iteration 32F: 3 clusters Score -2932998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -132533.671875 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -132533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -130159.945312 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -130159.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -130634.296875 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -130634.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -130748.609375 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -130748.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -130813.101562 Penalty: 2527.510010
	Iteration 3F: 3 clusters Score -130813.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -130850.414062 Penalty: 2527.510010
	Iteration 4Q: 3 clusters Score -130850.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -130882.718750 Penalty: 2527.510010
	Iteration 5Q: 3 clusters Score -130882.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -130911.210938 Penalty: 2527.510010
	Iteration 6Q: 3 clusters Score -130911.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -130937.851562 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -130937.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -130955.320312 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -130955.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -130972.046875 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -130972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -130989.734375 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -130989.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -131005.976562 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -131006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -131013.820312 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -131013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -131019.289062 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -131019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -131026.070312 Penalty: 2527.510010
	Iteration 14Q: 3 clusters Score -131026.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -131031.632812 Penalty: 2527.510010
	Iteration 15Q: 3 clusters Score -131031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -131038.062500 Penalty: 2527.510010
	Iteration 16Q: 3 clusters Score -131038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -131042.953125 Penalty: 2527.510010
	Iteration 17Q: 3 clusters Score -131043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -131046.578125 Penalty: 2527.510010
	Iteration 18Q: 3 clusters Score -131046.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -131050.960938 Penalty: 2527.510010
	Iteration 19Q: 3 clusters Score -131051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -131054.773438 Penalty: 2527.510010
	Iteration 20F: 3 clusters Score -131054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -131056.984375 Penalty: 2527.510010
	Iteration 21Q: 3 clusters Score -131057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -131059.398438 Penalty: 2527.510010
	Iteration 22Q: 3 clusters Score -131059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -131061.929688 Penalty: 2527.510010
	Iteration 23Q: 3 clusters Score -131061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -131064.023438 Penalty: 2527.510010
	Iteration 24Q: 3 clusters Score -131064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -131065.460938 Penalty: 2527.510010
	Iteration 25Q: 3 clusters Score -131065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -131068.085938 Penalty: 2527.510010
	Iteration 26Q: 3 clusters Score -131068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -131070.328125 Penalty: 2527.510010
	Iteration 27Q: 3 clusters Score -131070.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -131074.046875 Penalty: 2527.510010
	Iteration 28Q: 3 clusters Score -131074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -131080.296875 Penalty: 2527.510010
	Iteration 29Q: 3 clusters Score -131080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -131083.171875 Penalty: 2527.510010
	Iteration 30Q: 3 clusters Score -131083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131084.390625 Penalty: 2527.510010
	Iteration 31Q: 3 clusters Score -131084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -131086.031250 Penalty: 2527.510010
	Iteration 32Q: 3 clusters Score -131086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -131088.140625 Penalty: 2527.510010
	Iteration 33Q: 3 clusters Score -131088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -131090.328125 Penalty: 2527.510010
	Iteration 34Q: 3 clusters Score -131090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -131092.187500 Penalty: 2527.510010
	Iteration 35Q: 3 clusters Score -131092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -131092.515625 Penalty: 2527.510010
	Iteration 36Q: 3 clusters Score -131092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -131092.515625 Penalty: 2527.510010
	Iteration 37F: 3 clusters Score -131092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Entering Unmasked Estep 
Score: -746579.750000 Penalty: 1550.694092
	Iteration 0F: 2 clusters Score -746579.8 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 6981 members 
Entering Unmasked Estep 
Score: -736948.937500 Penalty: 3101.388184
	Iteration 0F: 3 clusters Score -736948.9 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -740190.000000 Penalty: 3101.388184
	Iteration 1F: 3 clusters Score -740190 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -740470.500000 Penalty: 3101.388184
	Iteration 2F: 3 clusters Score -740470.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -740724.812500 Penalty: 3101.388184
	Iteration 3Q: 3 clusters Score -740724.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -740986.000000 Penalty: 3101.388184
	Iteration 4Q: 3 clusters Score -740986 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -741238.500000 Penalty: 3101.388184
	Iteration 5Q: 3 clusters Score -741238.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -741504.187500 Penalty: 3101.388184
	Iteration 6Q: 3 clusters Score -741504.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -741764.062500 Penalty: 3101.388184
	Iteration 7Q: 3 clusters Score -741764.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -742042.625000 Penalty: 3101.388184
	Iteration 8Q: 3 clusters Score -742042.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -742327.875000 Penalty: 3101.388184
	Iteration 9Q: 3 clusters Score -742327.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -742662.250000 Penalty: 3101.388184
	Iteration 10Q: 3 clusters Score -742662.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -743027.062500 Penalty: 3101.388184
	Iteration 11Q: 3 clusters Score -743027.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -743426.500000 Penalty: 3101.388184
	Iteration 12Q: 3 clusters Score -743426.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -743801.062500 Penalty: 3101.388184
	Iteration 13Q: 3 clusters Score -743801.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -744126.312500 Penalty: 3101.388184
	Iteration 14Q: 3 clusters Score -744126.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -744399.687500 Penalty: 3101.388184
	Iteration 15Q: 3 clusters Score -744399.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -744628.687500 Penalty: 3101.388184
	Iteration 16Q: 3 clusters Score -744628.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -744788.875000 Penalty: 3101.388184
	Iteration 17Q: 3 clusters Score -744788.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -744909.500000 Penalty: 3101.388184
	Iteration 18Q: 3 clusters Score -744909.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -744989.937500 Penalty: 3101.388184
	Iteration 19Q: 3 clusters Score -744989.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -745045.062500 Penalty: 3101.388184
	Iteration 20F: 3 clusters Score -745045.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -745093.625000 Penalty: 3101.388184
	Iteration 21Q: 3 clusters Score -745093.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -745121.500000 Penalty: 3101.388184
	Iteration 22Q: 3 clusters Score -745121.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -745149.750000 Penalty: 3101.388184
	Iteration 23Q: 3 clusters Score -745149.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -745177.625000 Penalty: 3101.388184
	Iteration 24Q: 3 clusters Score -745177.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -745194.437500 Penalty: 3101.388184
	Iteration 25Q: 3 clusters Score -745194.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -745207.000000 Penalty: 3101.388184
	Iteration 26Q: 3 clusters Score -745207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -745225.437500 Penalty: 3101.388184
	Iteration 27Q: 3 clusters Score -745225.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -745240.812500 Penalty: 3101.388184
	Iteration 28Q: 3 clusters Score -745240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -745250.500000 Penalty: 3101.388184
	Iteration 29Q: 3 clusters Score -745250.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -745259.687500 Penalty: 3101.388184
	Iteration 30Q: 3 clusters Score -745259.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -745267.375000 Penalty: 3101.388184
	Iteration 31Q: 3 clusters Score -745267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -745271.187500 Penalty: 3101.388184
	Iteration 32Q: 3 clusters Score -745271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -745271.875000 Penalty: 3101.388184
	Iteration 33Q: 3 clusters Score -745271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -745271.875000 Penalty: 3101.388184
	Iteration 34F: 3 clusters Score -745271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Entering Unmasked Estep 
Score: -708308.562500 Penalty: 1549.218994
	Iteration 0F: 2 clusters Score -708308.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -698675.750000 Penalty: 3098.437988
	Iteration 0F: 3 clusters Score -698675.8 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -702114.750000 Penalty: 3098.437988
	Iteration 1F: 3 clusters Score -702114.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -702488.187500 Penalty: 3098.437988
	Iteration 2F: 3 clusters Score -702488.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -702854.812500 Penalty: 3098.437988
	Iteration 3F: 3 clusters Score -702854.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -703307.500000 Penalty: 3098.437988
	Iteration 4F: 3 clusters Score -703307.5 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -703846.562500 Penalty: 3098.437988
	Iteration 5F: 3 clusters Score -703846.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -704514.687500 Penalty: 3098.437988
	Iteration 6F: 3 clusters Score -704514.7 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -705256.000000 Penalty: 3098.437988
	Iteration 7F: 3 clusters Score -705256 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -705943.437500 Penalty: 3098.437988
	Iteration 8F: 3 clusters Score -705943.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -706523.562500 Penalty: 3098.437988
	Iteration 9Q: 3 clusters Score -706523.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -706927.375000 Penalty: 3098.437988
	Iteration 10Q: 3 clusters Score -706927.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -707188.062500 Penalty: 3098.437988
	Iteration 11Q: 3 clusters Score -707188.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -707324.937500 Penalty: 3098.437988
	Iteration 12Q: 3 clusters Score -707324.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -707409.187500 Penalty: 3098.437988
	Iteration 13Q: 3 clusters Score -707409.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -707454.937500 Penalty: 3098.437988
	Iteration 14Q: 3 clusters Score -707454.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -707479.125000 Penalty: 3098.437988
	Iteration 15Q: 3 clusters Score -707479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -707494.687500 Penalty: 3098.437988
	Iteration 16Q: 3 clusters Score -707494.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -707505.687500 Penalty: 3098.437988
	Iteration 17Q: 3 clusters Score -707505.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -707514.125000 Penalty: 3098.437988
	Iteration 18Q: 3 clusters Score -707514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -707514.562500 Penalty: 3098.437988
	Iteration 19Q: 3 clusters Score -707514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -707515.937500 Penalty: 3098.437988
	Iteration 20F: 3 clusters Score -707515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -707518.187500 Penalty: 3098.437988
	Iteration 21Q: 3 clusters Score -707518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -707518.812500 Penalty: 3098.437988
	Iteration 22Q: 3 clusters Score -707518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -707522.562500 Penalty: 3098.437988
	Iteration 23Q: 3 clusters Score -707522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -707524.937500 Penalty: 3098.437988
	Iteration 24Q: 3 clusters Score -707524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -707524.937500 Penalty: 3098.437988
	Iteration 25F: 3 clusters Score -707524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Entering Unmasked Estep 
Score: -2299963.250000 Penalty: 1737.802612
	Iteration 0F: 2 clusters Score -2299963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2270469.500000 Penalty: 3475.605225
	Iteration 0F: 3 clusters Score -2270470 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2281829.250000 Penalty: 3475.605225
	Iteration 1F: 3 clusters Score -2281829 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2282352.750000 Penalty: 3475.605225
	Iteration 2Q: 3 clusters Score -2282353 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2283080.500000 Penalty: 3475.605225
	Iteration 3Q: 3 clusters Score -2283080 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -2284171.250000 Penalty: 3475.605225
	Iteration 4F: 3 clusters Score -2284171 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -2285968.500000 Penalty: 3475.605225
	Iteration 5F: 3 clusters Score -2285968 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -2288553.250000 Penalty: 3475.605225
	Iteration 6F: 3 clusters Score -2288553 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -2291714.500000 Penalty: 3475.605225
	Iteration 7F: 3 clusters Score -2291714 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -2294544.250000 Penalty: 3475.605225
	Iteration 8F: 3 clusters Score -2294544 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -2296493.000000 Penalty: 3475.605225
	Iteration 9Q: 3 clusters Score -2296493 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -2297557.250000 Penalty: 3475.605225
	Iteration 10Q: 3 clusters Score -2297557 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -2298009.000000 Penalty: 3475.605225
	Iteration 11Q: 3 clusters Score -2298009 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -2298259.750000 Penalty: 3475.605225
	Iteration 12Q: 3 clusters Score -2298260 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -2298394.500000 Penalty: 3475.605225
	Iteration 13Q: 3 clusters Score -2298394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -2298468.000000 Penalty: 3475.605225
	Iteration 14Q: 3 clusters Score -2298468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -2298492.000000 Penalty: 3475.605225
	Iteration 15Q: 3 clusters Score -2298492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -2298503.000000 Penalty: 3475.605225
	Iteration 16Q: 3 clusters Score -2298503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -2298521.250000 Penalty: 3475.605225
	Iteration 17Q: 3 clusters Score -2298521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -2298535.250000 Penalty: 3475.605225
	Iteration 18Q: 3 clusters Score -2298535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -2298552.500000 Penalty: 3475.605225
	Iteration 19Q: 3 clusters Score -2298552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -2298557.000000 Penalty: 3475.605225
	Iteration 20F: 3 clusters Score -2298557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -2298564.250000 Penalty: 3475.605225
	Iteration 21Q: 3 clusters Score -2298564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -2298571.250000 Penalty: 3475.605225
	Iteration 22Q: 3 clusters Score -2298571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -2298576.750000 Penalty: 3475.605225
	Iteration 23Q: 3 clusters Score -2298577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -2298579.750000 Penalty: 3475.605225
	Iteration 24Q: 3 clusters Score -2298580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -2298584.500000 Penalty: 3475.605225
	Iteration 25Q: 3 clusters Score -2298584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -2298585.500000 Penalty: 3475.605225
	Iteration 26Q: 3 clusters Score -2298586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -2298586.000000 Penalty: 3475.605225
	Iteration 27Q: 3 clusters Score -2298586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -2298592.000000 Penalty: 3475.605225
	Iteration 28Q: 3 clusters Score -2298592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -2298596.500000 Penalty: 3475.605225
	Iteration 29Q: 3 clusters Score -2298596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -2298599.250000 Penalty: 3475.605225
	Iteration 30Q: 3 clusters Score -2298599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -2298603.750000 Penalty: 3475.605225
	Iteration 31Q: 3 clusters Score -2298604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -2298602.250000 Penalty: 3475.605225
	Iteration 32Q: 3 clusters Score -2298602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -2298606.250000 Penalty: 3475.605225
	Iteration 33Q: 3 clusters Score -2298606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -2298605.750000 Penalty: 3475.605225
	Iteration 34Q: 3 clusters Score -2298606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -2298605.750000 Penalty: 3475.605225
	Iteration 35F: 3 clusters Score -2298606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -347727.312500 Penalty: 1433.315674
	Iteration 0F: 2 clusters Score -347727.3 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 3372 members 
Entering Unmasked Estep 
Score: -342511.562500 Penalty: 2866.631348
	Iteration 0F: 3 clusters Score -342511.6 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -344162.125000 Penalty: 2866.631348
	Iteration 1F: 3 clusters Score -344162.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -344345.468750 Penalty: 2866.631348
	Iteration 2F: 3 clusters Score -344345.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -344474.906250 Penalty: 2866.631348
	Iteration 3Q: 3 clusters Score -344474.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -344568.187500 Penalty: 2866.631348
	Iteration 4Q: 3 clusters Score -344568.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -344643.531250 Penalty: 2866.631348
	Iteration 5Q: 3 clusters Score -344643.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -344709.750000 Penalty: 2866.631348
	Iteration 6Q: 3 clusters Score -344709.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -344769.750000 Penalty: 2866.631348
	Iteration 7Q: 3 clusters Score -344769.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -344834.000000 Penalty: 2866.631348
	Iteration 8Q: 3 clusters Score -344834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -344891.937500 Penalty: 2866.631348
	Iteration 9Q: 3 clusters Score -344891.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -344959.562500 Penalty: 2866.631348
	Iteration 10Q: 3 clusters Score -344959.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -345034.687500 Penalty: 2866.631348
	Iteration 11Q: 3 clusters Score -345034.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -345122.468750 Penalty: 2866.631348
	Iteration 12Q: 3 clusters Score -345122.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -345244.937500 Penalty: 2866.631348
	Iteration 13Q: 3 clusters Score -345244.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -345370.656250 Penalty: 2866.631348
	Iteration 14Q: 3 clusters Score -345370.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -345522.843750 Penalty: 2866.631348
	Iteration 15Q: 3 clusters Score -345522.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -345695.000000 Penalty: 2866.631348
	Iteration 16Q: 3 clusters Score -345695 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -345872.968750 Penalty: 2866.631348
	Iteration 17Q: 3 clusters Score -345873 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -346047.312500 Penalty: 2866.631348
	Iteration 18Q: 3 clusters Score -346047.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -346177.468750 Penalty: 2866.631348
	Iteration 19Q: 3 clusters Score -346177.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -346264.250000 Penalty: 2866.631348
	Iteration 20F: 3 clusters Score -346264.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -346317.656250 Penalty: 2866.631348
	Iteration 21Q: 3 clusters Score -346317.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -346352.750000 Penalty: 2866.631348
	Iteration 22Q: 3 clusters Score -346352.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -346376.062500 Penalty: 2866.631348
	Iteration 23Q: 3 clusters Score -346376.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -346397.093750 Penalty: 2866.631348
	Iteration 24Q: 3 clusters Score -346397.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -346413.343750 Penalty: 2866.631348
	Iteration 25Q: 3 clusters Score -346413.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -346425.343750 Penalty: 2866.631348
	Iteration 26Q: 3 clusters Score -346425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -346435.656250 Penalty: 2866.631348
	Iteration 27Q: 3 clusters Score -346435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -346448.937500 Penalty: 2866.631348
	Iteration 28Q: 3 clusters Score -346448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -346455.656250 Penalty: 2866.631348
	Iteration 29Q: 3 clusters Score -346455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -346460.437500 Penalty: 2866.631348
	Iteration 30Q: 3 clusters Score -346460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -346466.562500 Penalty: 2866.631348
	Iteration 31Q: 3 clusters Score -346466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -346470.000000 Penalty: 2866.631348
	Iteration 32Q: 3 clusters Score -346470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -346474.281250 Penalty: 2866.631348
	Iteration 33Q: 3 clusters Score -346474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -346477.718750 Penalty: 2866.631348
	Iteration 34Q: 3 clusters Score -346477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -346482.750000 Penalty: 2866.631348
	Iteration 35Q: 3 clusters Score -346482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -346485.593750 Penalty: 2866.631348
	Iteration 36Q: 3 clusters Score -346485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -346486.968750 Penalty: 2866.631348
	Iteration 37Q: 3 clusters Score -346487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -346491.031250 Penalty: 2866.631348
	Iteration 38Q: 3 clusters Score -346491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -346493.218750 Penalty: 2866.631348
	Iteration 39Q: 3 clusters Score -346493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -346494.406250 Penalty: 2866.631348
	Iteration 40F: 3 clusters Score -346494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -447255.593750 Penalty: 1468.984985
	Iteration 0F: 2 clusters Score -447255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -441042.000000 Penalty: 2937.969971
	Iteration 0F: 3 clusters Score -441042 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -442983.281250 Penalty: 2937.969971
	Iteration 1F: 3 clusters Score -442983.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -443248.125000 Penalty: 2937.969971
	Iteration 2F: 3 clusters Score -443248.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -443500.718750 Penalty: 2937.969971
	Iteration 3F: 3 clusters Score -443500.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -443761.250000 Penalty: 2937.969971
	Iteration 4F: 3 clusters Score -443761.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -444053.031250 Penalty: 2937.969971
	Iteration 5F: 3 clusters Score -444053 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -444360.656250 Penalty: 2937.969971
	Iteration 6F: 3 clusters Score -444360.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -444687.718750 Penalty: 2937.969971
	Iteration 7F: 3 clusters Score -444687.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -444978.812500 Penalty: 2937.969971
	Iteration 8Q: 3 clusters Score -444978.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -445251.093750 Penalty: 2937.969971
	Iteration 9Q: 3 clusters Score -445251.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -445476.937500 Penalty: 2937.969971
	Iteration 10Q: 3 clusters Score -445476.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -445616.593750 Penalty: 2937.969971
	Iteration 11Q: 3 clusters Score -445616.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -445719.437500 Penalty: 2937.969971
	Iteration 12Q: 3 clusters Score -445719.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -445798.812500 Penalty: 2937.969971
	Iteration 13Q: 3 clusters Score -445798.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -445853.218750 Penalty: 2937.969971
	Iteration 14Q: 3 clusters Score -445853.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -445891.781250 Penalty: 2937.969971
	Iteration 15Q: 3 clusters Score -445891.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -445909.718750 Penalty: 2937.969971
	Iteration 16Q: 3 clusters Score -445909.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -445926.031250 Penalty: 2937.969971
	Iteration 17Q: 3 clusters Score -445926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -445944.500000 Penalty: 2937.969971
	Iteration 18Q: 3 clusters Score -445944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -445961.343750 Penalty: 2937.969971
	Iteration 19Q: 3 clusters Score -445961.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -445980.812500 Penalty: 2937.969971
	Iteration 20F: 3 clusters Score -445980.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -445998.218750 Penalty: 2937.969971
	Iteration 21Q: 3 clusters Score -445998.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -446015.531250 Penalty: 2937.969971
	Iteration 22Q: 3 clusters Score -446015.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -446031.968750 Penalty: 2937.969971
	Iteration 23Q: 3 clusters Score -446032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -446042.375000 Penalty: 2937.969971
	Iteration 24Q: 3 clusters Score -446042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -446050.718750 Penalty: 2937.969971
	Iteration 25Q: 3 clusters Score -446050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -446053.531250 Penalty: 2937.969971
	Iteration 26Q: 3 clusters Score -446053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -446057.750000 Penalty: 2937.969971
	Iteration 27Q: 3 clusters Score -446057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -446062.718750 Penalty: 2937.969971
	Iteration 28Q: 3 clusters Score -446062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -446063.687500 Penalty: 2937.969971
	Iteration 29Q: 3 clusters Score -446063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -446064.750000 Penalty: 2937.969971
	Iteration 30Q: 3 clusters Score -446064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -446064.531250 Penalty: 2937.969971
	Iteration 31Q: 3 clusters Score -446064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -446065.031250 Penalty: 2937.969971
	Iteration 32Q: 3 clusters Score -446065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -446065.031250 Penalty: 2937.969971
	Iteration 33F: 3 clusters Score -446065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (209096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209096 members 
Entering Unmasked Estep 
Score: -10906259.000000 Penalty: 1990.714111
	Iteration 0F: 2 clusters Score -1.090626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -10765704.000000 Penalty: 3981.428223
	Iteration 0F: 3 clusters Score -1.07657e+07 nChanged 101219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -10826462.000000 Penalty: 3981.428223
	Iteration 1F: 3 clusters Score -1.082646e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -10828901.000000 Penalty: 3981.428223
	Iteration 2Q: 3 clusters Score -1.08289e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -10832731.000000 Penalty: 3981.428223
	Iteration 3Q: 3 clusters Score -1.083273e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 131302 members 
Entering Unmasked Estep 
Score: -10839111.000000 Penalty: 3981.428223
	Iteration 4F: 3 clusters Score -1.083911e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 144547 members 
Entering Unmasked Estep 
Score: -10848839.000000 Penalty: 3981.428223
	Iteration 5F: 3 clusters Score -1.084884e+07 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 160062 members 
Entering Unmasked Estep 
Score: -10861122.000000 Penalty: 3981.428223
	Iteration 6F: 3 clusters Score -1.086112e+07 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 175782 members 
Entering Unmasked Estep 
Score: -10874795.000000 Penalty: 3981.428223
	Iteration 7F: 3 clusters Score -1.08748e+07 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 189411 members 
Entering Unmasked Estep 
Score: -10887091.000000 Penalty: 3981.428223
	Iteration 8F: 3 clusters Score -1.088709e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 199042 members 
Entering Unmasked Estep 
Score: -10895942.000000 Penalty: 3981.428223
	Iteration 9Q: 3 clusters Score -1.089594e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 204557 members 
Entering Unmasked Estep 
Score: -10900870.000000 Penalty: 3981.428223
	Iteration 10Q: 3 clusters Score -1.090087e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 207076 members 
Entering Unmasked Estep 
Score: -10902972.000000 Penalty: 3981.428223
	Iteration 11Q: 3 clusters Score -1.090297e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 208106 members 
Entering Unmasked Estep 
Score: -10903846.000000 Penalty: 3981.428223
	Iteration 12Q: 3 clusters Score -1.090385e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 208470 members 
Entering Unmasked Estep 
Score: -10904183.000000 Penalty: 3981.428223
	Iteration 13Q: 3 clusters Score -1.090418e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 208625 members 
Entering Unmasked Estep 
Score: -10904348.000000 Penalty: 3981.428223
	Iteration 14Q: 3 clusters Score -1.090435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 208669 members 
Entering Unmasked Estep 
Score: -10904402.000000 Penalty: 3981.428223
	Iteration 15Q: 3 clusters Score -1.09044e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 208707 members 
Entering Unmasked Estep 
Score: -10904457.000000 Penalty: 3981.428223
	Iteration 16Q: 3 clusters Score -1.090446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 208718 members 
Entering Unmasked Estep 
Score: -10904489.000000 Penalty: 3981.428223
	Iteration 17Q: 3 clusters Score -1.090449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 208730 members 
Entering Unmasked Estep 
Score: -10904505.000000 Penalty: 3981.428223
	Iteration 18Q: 3 clusters Score -1.09045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 208742 members 
Entering Unmasked Estep 
Score: -10904523.000000 Penalty: 3981.428223
	Iteration 19Q: 3 clusters Score -1.090452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 208744 members 
Entering Unmasked Estep 
Score: -10904541.000000 Penalty: 3981.428223
	Iteration 20F: 3 clusters Score -1.090454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 208751 members 
Entering Unmasked Estep 
Score: -10904573.000000 Penalty: 3981.428223
	Iteration 21Q: 3 clusters Score -1.090457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 208755 members 
Entering Unmasked Estep 
Score: -10904569.000000 Penalty: 3981.428223
	Iteration 22Q: 3 clusters Score -1.090457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 208759 members 
Entering Unmasked Estep 
Score: -10904586.000000 Penalty: 3981.428223
	Iteration 23Q: 3 clusters Score -1.090459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 208758 members 
Entering Unmasked Estep 
Score: -10904588.000000 Penalty: 3981.428223
	Iteration 24Q: 3 clusters Score -1.090459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208765 members 
Entering Unmasked Estep 
Score: -10904593.000000 Penalty: 3981.428223
	Iteration 25Q: 3 clusters Score -1.090459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 208767 members 
Entering Unmasked Estep 
Score: -10904602.000000 Penalty: 3981.428223
	Iteration 26Q: 3 clusters Score -1.09046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -10904612.000000 Penalty: 3981.428223
	Iteration 27Q: 3 clusters Score -1.090461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 208767 members 
Entering Unmasked Estep 
Score: -10904616.000000 Penalty: 3981.428223
	Iteration 28Q: 3 clusters Score -1.090462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -10904620.000000 Penalty: 3981.428223
	Iteration 29Q: 3 clusters Score -1.090462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208770 members 
Entering Unmasked Estep 
Score: -10904625.000000 Penalty: 3981.428223
	Iteration 30Q: 3 clusters Score -1.090462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -10904629.000000 Penalty: 3981.428223
	Iteration 31Q: 3 clusters Score -1.090463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 208767 members 
Entering Unmasked Estep 
Score: -10904628.000000 Penalty: 3981.428223
	Iteration 32Q: 3 clusters Score -1.090463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208765 members 
Entering Unmasked Estep 
Score: -10904631.000000 Penalty: 3981.428223
	Iteration 33Q: 3 clusters Score -1.090463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208765 members 
Entering Unmasked Estep 
Score: -10904633.000000 Penalty: 3981.428223
	Iteration 34Q: 3 clusters Score -1.090463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 208766 members 
Entering Unmasked Estep 
Score: -10904633.000000 Penalty: 3981.428223
	Iteration 35Q: 3 clusters Score -1.090463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -10904631.000000 Penalty: 3981.428223
	Iteration 36Q: 3 clusters Score -1.090463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -10904635.000000 Penalty: 3981.428223
	Iteration 37Q: 3 clusters Score -1.090464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 208767 members 
Entering Unmasked Estep 
Score: -10904635.000000 Penalty: 3981.428223
	Iteration 38Q: 3 clusters Score -1.090464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 208767 members 
Entering Unmasked Estep 
Score: -10904635.000000 Penalty: 3981.428223
	Iteration 39F: 3 clusters Score -1.090464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -133153.609375 Penalty: 1287.190552
	Iteration 0F: 2 clusters Score -133153.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -130603.421875 Penalty: 2574.381104
	Iteration 0F: 3 clusters Score -130603.4 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -131169.546875 Penalty: 2574.381104
	Iteration 1F: 3 clusters Score -131169.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -131314.796875 Penalty: 2574.381104
	Iteration 2F: 3 clusters Score -131314.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -131423.109375 Penalty: 2574.381104
	Iteration 3Q: 3 clusters Score -131423.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -131519.203125 Penalty: 2574.381104
	Iteration 4F: 3 clusters Score -131519.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -131615.062500 Penalty: 2574.381104
	Iteration 5Q: 3 clusters Score -131615.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -131705.843750 Penalty: 2574.381104
	Iteration 6Q: 3 clusters Score -131705.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -131790.625000 Penalty: 2574.381104
	Iteration 7Q: 3 clusters Score -131790.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -131865.531250 Penalty: 2574.381104
	Iteration 8Q: 3 clusters Score -131865.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -131941.484375 Penalty: 2574.381104
	Iteration 9Q: 3 clusters Score -131941.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -132012.593750 Penalty: 2574.381104
	Iteration 10Q: 3 clusters Score -132012.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -132070.375000 Penalty: 2574.381104
	Iteration 11Q: 3 clusters Score -132070.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132122.125000 Penalty: 2574.381104
	Iteration 12Q: 3 clusters Score -132122.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132168.406250 Penalty: 2574.381104
	Iteration 13Q: 3 clusters Score -132168.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132197.421875 Penalty: 2574.381104
	Iteration 14Q: 3 clusters Score -132197.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132218.703125 Penalty: 2574.381104
	Iteration 15Q: 3 clusters Score -132218.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132240.328125 Penalty: 2574.381104
	Iteration 16Q: 3 clusters Score -132240.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132247.703125 Penalty: 2574.381104
	Iteration 17Q: 3 clusters Score -132247.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -132252.328125 Penalty: 2574.381104
	Iteration 18Q: 3 clusters Score -132252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -132253.765625 Penalty: 2574.381104
	Iteration 19Q: 3 clusters Score -132253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -132255.656250 Penalty: 2574.381104
	Iteration 20F: 3 clusters Score -132255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -132257.968750 Penalty: 2574.381104
	Iteration 21Q: 3 clusters Score -132258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -132259.156250 Penalty: 2574.381104
	Iteration 22Q: 3 clusters Score -132259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -132259.078125 Penalty: 2574.381104
	Iteration 23Q: 3 clusters Score -132259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -132259.078125 Penalty: 2574.381104
	Iteration 24F: 3 clusters Score -132259.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Entering Unmasked Estep 
Score: -2934640.500000 Penalty: 1778.582642
	Iteration 0F: 2 clusters Score -2934640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -2896710.000000 Penalty: 3557.165283
	Iteration 0F: 3 clusters Score -2896710 nChanged 26759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -2912191.750000 Penalty: 3557.165283
	Iteration 1F: 3 clusters Score -2912192 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -2913045.000000 Penalty: 3557.165283
	Iteration 2Q: 3 clusters Score -2913045 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -2914379.000000 Penalty: 3557.165283
	Iteration 3F: 3 clusters Score -2914379 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -2916645.000000 Penalty: 3557.165283
	Iteration 4F: 3 clusters Score -2916645 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -2920245.500000 Penalty: 3557.165283
	Iteration 5F: 3 clusters Score -2920246 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -2924657.250000 Penalty: 3557.165283
	Iteration 6F: 3 clusters Score -2924657 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -2928707.500000 Penalty: 3557.165283
	Iteration 7F: 3 clusters Score -2928708 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -2931229.500000 Penalty: 3557.165283
	Iteration 8Q: 3 clusters Score -2931230 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -2932324.500000 Penalty: 3557.165283
	Iteration 9Q: 3 clusters Score -2932324 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -2932757.750000 Penalty: 3557.165283
	Iteration 10Q: 3 clusters Score -2932758 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -2932914.000000 Penalty: 3557.165283
	Iteration 11Q: 3 clusters Score -2932914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -2933002.750000 Penalty: 3557.165283
	Iteration 12Q: 3 clusters Score -2933003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -2933051.750000 Penalty: 3557.165283
	Iteration 13Q: 3 clusters Score -2933052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -2933089.750000 Penalty: 3557.165283
	Iteration 14Q: 3 clusters Score -2933090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -2933116.500000 Penalty: 3557.165283
	Iteration 15Q: 3 clusters Score -2933116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -2933131.750000 Penalty: 3557.165283
	Iteration 16Q: 3 clusters Score -2933132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -2933150.250000 Penalty: 3557.165283
	Iteration 17Q: 3 clusters Score -2933150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -2933165.750000 Penalty: 3557.165283
	Iteration 18Q: 3 clusters Score -2933166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -2933174.750000 Penalty: 3557.165283
	Iteration 19Q: 3 clusters Score -2933175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -2933180.500000 Penalty: 3557.165283
	Iteration 20F: 3 clusters Score -2933180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -2933186.750000 Penalty: 3557.165283
	Iteration 21Q: 3 clusters Score -2933187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -2933193.500000 Penalty: 3557.165283
	Iteration 22Q: 3 clusters Score -2933194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -2933200.250000 Penalty: 3557.165283
	Iteration 23Q: 3 clusters Score -2933200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -2933203.750000 Penalty: 3557.165283
	Iteration 24Q: 3 clusters Score -2933204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -2933203.750000 Penalty: 3557.165283
	Iteration 25F: 3 clusters Score -2933204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69531 members 
Mstep: Class 6 contains 9435 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 56366 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44098 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 209096 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 56677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533684.000000 Penalty: 36418.070312
Iteration 199Q: 18 clusters Score -2.653368e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 4001 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69530 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56381 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 209097 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 56676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533686.000000 Penalty: 36418.070312
Iteration 200F: 18 clusters Score -2.653369e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69527 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56409 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 17 contains 8424 members 
Mstep: Class 18 contains 209100 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 56670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533718.000000 Penalty: 36418.070312
Iteration 201Q: 18 clusters Score -2.653372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69526 members 
Mstep: Class 6 contains 9439 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56431 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 18 contains 209101 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 56668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533710.000000 Penalty: 36418.070312
Iteration 202Q: 18 clusters Score -2.653371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69523 members 
Mstep: Class 6 contains 9438 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56453 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 209103 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 56668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533682.000000 Penalty: 36418.070312
Iteration 203Q: 18 clusters Score -2.653368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69521 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56469 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 17 contains 8412 members 
Mstep: Class 18 contains 209103 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533680.000000 Penalty: 36418.070312
Iteration 204Q: 18 clusters Score -2.653368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69519 members 
Mstep: Class 6 contains 9438 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56478 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 17 contains 8410 members 
Mstep: Class 18 contains 209102 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533660.000000 Penalty: 36418.070312
Iteration 205Q: 18 clusters Score -2.653366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69517 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56488 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 209102 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533652.000000 Penalty: 36418.070312
Iteration 206Q: 18 clusters Score -2.653365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69516 members 
Mstep: Class 6 contains 9439 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56502 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 13942 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44090 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 209101 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 56666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533674.000000 Penalty: 36418.070312
Iteration 207Q: 18 clusters Score -2.653367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9440 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 56518 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44090 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 209102 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 56664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533672.000000 Penalty: 36418.070312
Iteration 208Q: 18 clusters Score -2.653367e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69514 members 
Mstep: Class 6 contains 9438 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56531 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44089 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 209098 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 56663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533706.000000 Penalty: 36418.070312
Iteration 209Q: 18 clusters Score -2.653371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9438 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56539 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44089 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 18 contains 209097 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 56663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533670.000000 Penalty: 36418.070312
Iteration 210Q: 18 clusters Score -2.653367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69516 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56553 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44089 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 209096 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 56661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533658.000000 Penalty: 36418.070312
Iteration 211Q: 18 clusters Score -2.653366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9438 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56559 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 209094 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 56661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533682.000000 Penalty: 36418.070312
Iteration 212Q: 18 clusters Score -2.653368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9440 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56570 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44094 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 209093 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 56660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533672.000000 Penalty: 36418.070312
Iteration 213Q: 18 clusters Score -2.653367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56579 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44095 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 209086 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 56659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533692.000000 Penalty: 36418.070312
Iteration 214Q: 18 clusters Score -2.653369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69516 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56581 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 209085 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 56659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533726.000000 Penalty: 36418.070312
Iteration 215Q: 18 clusters Score -2.653373e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3955 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56589 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44092 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 18 contains 209082 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 56658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533706.000000 Penalty: 36418.070312
Iteration 216Q: 18 clusters Score -2.653371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56595 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 209083 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533704.000000 Penalty: 36418.070312
Iteration 217Q: 18 clusters Score -2.65337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3950 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56600 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44098 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 209079 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533690.000000 Penalty: 36418.070312
Iteration 218Q: 18 clusters Score -2.653369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3948 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56606 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44098 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 209077 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533690.000000 Penalty: 36418.070312
Iteration 219Q: 18 clusters Score -2.653369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69516 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56611 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533688.000000 Penalty: 36418.070312
Iteration 220F: 18 clusters Score -2.653369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69515 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56617 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 17 contains 8405 members 
Mstep: Class 18 contains 209077 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533702.000000 Penalty: 36418.070312
Iteration 221Q: 18 clusters Score -2.65337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69516 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56619 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44099 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 209077 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533726.000000 Penalty: 36418.070312
Iteration 222Q: 18 clusters Score -2.653373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69518 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56615 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44104 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533694.000000 Penalty: 36418.070312
Iteration 223Q: 18 clusters Score -2.653369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69518 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56619 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 209075 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533680.000000 Penalty: 36418.070312
Iteration 224Q: 18 clusters Score -2.653368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69518 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56622 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 44107 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533682.000000 Penalty: 36418.070312
Iteration 225Q: 18 clusters Score -2.653368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69521 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56622 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 209077 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533692.000000 Penalty: 36418.070312
Iteration 226Q: 18 clusters Score -2.653369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3948 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69523 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56622 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44107 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533696.000000 Penalty: 36418.070312
Iteration 227Q: 18 clusters Score -2.65337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69524 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56624 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 15 contains 6765 members 
Mstep: Class 17 contains 8400 members 
Mstep: Class 18 contains 209075 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533726.000000 Penalty: 36418.070312
Iteration 228Q: 18 clusters Score -2.653373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69524 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56627 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533716.000000 Penalty: 36418.070312
Iteration 229Q: 18 clusters Score -2.653372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69523 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56631 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13950 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44105 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533712.000000 Penalty: 36418.070312
Iteration 230Q: 18 clusters Score -2.653371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 69523 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56630 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44103 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 209079 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533728.000000 Penalty: 36418.070312
Iteration 231Q: 18 clusters Score -2.653373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69524 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56636 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44104 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209075 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533744.000000 Penalty: 36418.070312
Iteration 232Q: 18 clusters Score -2.653374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56637 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44103 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209076 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533750.000000 Penalty: 36418.070312
Iteration 233Q: 18 clusters Score -2.653375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56641 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209077 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533742.000000 Penalty: 36418.070312
Iteration 234Q: 18 clusters Score -2.653374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56645 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209078 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533754.000000 Penalty: 36418.070312
Iteration 235Q: 18 clusters Score -2.653375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56647 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13951 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209079 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533758.000000 Penalty: 36418.070312
Iteration 236Q: 18 clusters Score -2.653376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56652 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209079 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533732.000000 Penalty: 36418.070312
Iteration 237Q: 18 clusters Score -2.653373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56659 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209080 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533716.000000 Penalty: 36418.070312
Iteration 238Q: 18 clusters Score -2.653372e+07 nChanged 9
Entering ConstructFrom: 
Score: -26533716.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -929349.437500 Penalty: 1586.910645
	Iteration 0F: 2 clusters Score -929349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -917377.062500 Penalty: 3173.821289
	Iteration 0F: 3 clusters Score -917377.1 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -921787.250000 Penalty: 3173.821289
	Iteration 1F: 3 clusters Score -921787.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -922257.187500 Penalty: 3173.821289
	Iteration 2F: 3 clusters Score -922257.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -922766.187500 Penalty: 3173.821289
	Iteration 3F: 3 clusters Score -922766.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -923346.062500 Penalty: 3173.821289
	Iteration 4F: 3 clusters Score -923346.1 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -924028.500000 Penalty: 3173.821289
	Iteration 5F: 3 clusters Score -924028.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -924789.062500 Penalty: 3173.821289
	Iteration 6F: 3 clusters Score -924789.1 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -925558.312500 Penalty: 3173.821289
	Iteration 7F: 3 clusters Score -925558.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -926278.750000 Penalty: 3173.821289
	Iteration 8Q: 3 clusters Score -926278.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -926838.500000 Penalty: 3173.821289
	Iteration 9Q: 3 clusters Score -926838.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -927207.625000 Penalty: 3173.821289
	Iteration 10Q: 3 clusters Score -927207.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -927436.812500 Penalty: 3173.821289
	Iteration 11Q: 3 clusters Score -927436.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -927572.937500 Penalty: 3173.821289
	Iteration 12Q: 3 clusters Score -927572.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -927657.125000 Penalty: 3173.821289
	Iteration 13Q: 3 clusters Score -927657.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -927717.937500 Penalty: 3173.821289
	Iteration 14Q: 3 clusters Score -927717.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -927776.875000 Penalty: 3173.821289
	Iteration 15Q: 3 clusters Score -927776.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -927821.187500 Penalty: 3173.821289
	Iteration 16Q: 3 clusters Score -927821.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -927861.937500 Penalty: 3173.821289
	Iteration 17Q: 3 clusters Score -927861.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -927897.312500 Penalty: 3173.821289
	Iteration 18Q: 3 clusters Score -927897.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -927924.312500 Penalty: 3173.821289
	Iteration 19Q: 3 clusters Score -927924.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -927947.937500 Penalty: 3173.821289
	Iteration 20F: 3 clusters Score -927947.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -927962.125000 Penalty: 3173.821289
	Iteration 21Q: 3 clusters Score -927962.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -927975.062500 Penalty: 3173.821289
	Iteration 22Q: 3 clusters Score -927975.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -927986.562500 Penalty: 3173.821289
	Iteration 23Q: 3 clusters Score -927986.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -927992.937500 Penalty: 3173.821289
	Iteration 24Q: 3 clusters Score -927992.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -928001.437500 Penalty: 3173.821289
	Iteration 25Q: 3 clusters Score -928001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -928008.687500 Penalty: 3173.821289
	Iteration 26Q: 3 clusters Score -928008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -928015.625000 Penalty: 3173.821289
	Iteration 27Q: 3 clusters Score -928015.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -928024.312500 Penalty: 3173.821289
	Iteration 28Q: 3 clusters Score -928024.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -928035.000000 Penalty: 3173.821289
	Iteration 29Q: 3 clusters Score -928035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -928042.562500 Penalty: 3173.821289
	Iteration 30Q: 3 clusters Score -928042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -928049.750000 Penalty: 3173.821289
	Iteration 31Q: 3 clusters Score -928049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -928056.812500 Penalty: 3173.821289
	Iteration 32Q: 3 clusters Score -928056.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -928063.562500 Penalty: 3173.821289
	Iteration 33Q: 3 clusters Score -928063.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -928069.125000 Penalty: 3173.821289
	Iteration 34Q: 3 clusters Score -928069.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -928077.812500 Penalty: 3173.821289
	Iteration 35Q: 3 clusters Score -928077.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -928088.687500 Penalty: 3173.821289
	Iteration 36Q: 3 clusters Score -928088.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -928098.000000 Penalty: 3173.821289
	Iteration 37Q: 3 clusters Score -928098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -928103.375000 Penalty: 3173.821289
	Iteration 38Q: 3 clusters Score -928103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -928107.812500 Penalty: 3173.821289
	Iteration 39Q: 3 clusters Score -928107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -928112.375000 Penalty: 3173.821289
	Iteration 40F: 3 clusters Score -928112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -928112.875000 Penalty: 3173.821289
	Iteration 41Q: 3 clusters Score -928112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -928113.812500 Penalty: 3173.821289
	Iteration 42Q: 3 clusters Score -928113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -928114.562500 Penalty: 3173.821289
	Iteration 43Q: 3 clusters Score -928114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -928115.187500 Penalty: 3173.821289
	Iteration 44Q: 3 clusters Score -928115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -928115.437500 Penalty: 3173.821289
	Iteration 45Q: 3 clusters Score -928115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -928115.437500 Penalty: 3173.821289
	Iteration 46F: 3 clusters Score -928115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -205145.343750 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -205145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -201793.875000 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -201793.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -202622.625000 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -202622.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -202783.500000 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -202783.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -202907.062500 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -202907.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -203008.609375 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -203008.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -203114.781250 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -203114.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -203227.703125 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -203227.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -203329.453125 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -203329.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -203444.812500 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -203444.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -203555.515625 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -203555.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -203647.062500 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -203647.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -203705.093750 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -203705.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -203742.171875 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -203742.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -203769.265625 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -203769.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -203794.265625 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -203794.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -203814.406250 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -203814.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -203828.359375 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -203828.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -203846.125000 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -203846.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -203859.546875 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -203859.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -203869.484375 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -203869.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -203879.343750 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -203879.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -203888.125000 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -203888.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -203893.859375 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -203893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -203898.406250 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -203898.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -203903.562500 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -203903.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -203911.953125 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -203912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -203919.640625 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -203919.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -203923.187500 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -203923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -203924.859375 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -203924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -203925.968750 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -203926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -203928.609375 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -203928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -203930.796875 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -203930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -203933.046875 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -203933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -203935.125000 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -203935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -203936.062500 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -203936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -203937.875000 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -203937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -203940.843750 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -203940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -203945.890625 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -203945.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -203952.921875 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -203952.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -203959.765625 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -203959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -203967.562500 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -203967.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -203975.015625 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -203975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -203980.437500 Penalty: 2689.580078
	Iteration 42Q: 3 clusters Score -203980.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -203987.375000 Penalty: 2689.580078
	Iteration 43Q: 3 clusters Score -203987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -203994.031250 Penalty: 2689.580078
	Iteration 44Q: 3 clusters Score -203994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -203998.843750 Penalty: 2689.580078
	Iteration 45Q: 3 clusters Score -203998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -204001.203125 Penalty: 2689.580078
	Iteration 46Q: 3 clusters Score -204001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -204003.359375 Penalty: 2689.580078
	Iteration 47Q: 3 clusters Score -204003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -204004.687500 Penalty: 2689.580078
	Iteration 48Q: 3 clusters Score -204004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -204005.765625 Penalty: 2689.580078
	Iteration 49Q: 3 clusters Score -204005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -204006.250000 Penalty: 2689.580078
	Iteration 50Q: 3 clusters Score -204006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -204007.015625 Penalty: 2689.580078
	Iteration 51Q: 3 clusters Score -204007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -204007.015625 Penalty: 2689.580078
	Iteration 52F: 3 clusters Score -204007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -453527.187500 Penalty: 1471.471069
	Iteration 0F: 2 clusters Score -453527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -447293.312500 Penalty: 2942.942139
	Iteration 0F: 3 clusters Score -447293.3 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -449298.625000 Penalty: 2942.942139
	Iteration 1F: 3 clusters Score -449298.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -449528.343750 Penalty: 2942.942139
	Iteration 2F: 3 clusters Score -449528.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -449722.062500 Penalty: 2942.942139
	Iteration 3F: 3 clusters Score -449722.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -449895.656250 Penalty: 2942.942139
	Iteration 4Q: 3 clusters Score -449895.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -450082.093750 Penalty: 2942.942139
	Iteration 5Q: 3 clusters Score -450082.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -450273.968750 Penalty: 2942.942139
	Iteration 6Q: 3 clusters Score -450274 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -450470.500000 Penalty: 2942.942139
	Iteration 7Q: 3 clusters Score -450470.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -450686.437500 Penalty: 2942.942139
	Iteration 8Q: 3 clusters Score -450686.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -450879.687500 Penalty: 2942.942139
	Iteration 9Q: 3 clusters Score -450879.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -451020.156250 Penalty: 2942.942139
	Iteration 10Q: 3 clusters Score -451020.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -451130.875000 Penalty: 2942.942139
	Iteration 11Q: 3 clusters Score -451130.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -451216.718750 Penalty: 2942.942139
	Iteration 12Q: 3 clusters Score -451216.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -451272.406250 Penalty: 2942.942139
	Iteration 13Q: 3 clusters Score -451272.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -451306.468750 Penalty: 2942.942139
	Iteration 14Q: 3 clusters Score -451306.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -451330.656250 Penalty: 2942.942139
	Iteration 15Q: 3 clusters Score -451330.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -451346.875000 Penalty: 2942.942139
	Iteration 16Q: 3 clusters Score -451346.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -451358.031250 Penalty: 2942.942139
	Iteration 17Q: 3 clusters Score -451358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -451368.968750 Penalty: 2942.942139
	Iteration 18Q: 3 clusters Score -451369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -451375.312500 Penalty: 2942.942139
	Iteration 19Q: 3 clusters Score -451375.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -451382.375000 Penalty: 2942.942139
	Iteration 20F: 3 clusters Score -451382.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -451389.031250 Penalty: 2942.942139
	Iteration 21Q: 3 clusters Score -451389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -451395.937500 Penalty: 2942.942139
	Iteration 22Q: 3 clusters Score -451395.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -451403.656250 Penalty: 2942.942139
	Iteration 23Q: 3 clusters Score -451403.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -451410.093750 Penalty: 2942.942139
	Iteration 24Q: 3 clusters Score -451410.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -451414.156250 Penalty: 2942.942139
	Iteration 25Q: 3 clusters Score -451414.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -451418.687500 Penalty: 2942.942139
	Iteration 26Q: 3 clusters Score -451418.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -451422.062500 Penalty: 2942.942139
	Iteration 27Q: 3 clusters Score -451422.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -451425.031250 Penalty: 2942.942139
	Iteration 28Q: 3 clusters Score -451425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -451427.750000 Penalty: 2942.942139
	Iteration 29Q: 3 clusters Score -451427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -451427.906250 Penalty: 2942.942139
	Iteration 30Q: 3 clusters Score -451427.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -451429.125000 Penalty: 2942.942139
	Iteration 31Q: 3 clusters Score -451429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -451429.500000 Penalty: 2942.942139
	Iteration 32Q: 3 clusters Score -451429.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -451431.031250 Penalty: 2942.942139
	Iteration 33Q: 3 clusters Score -451431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -451433.687500 Penalty: 2942.942139
	Iteration 34Q: 3 clusters Score -451433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -451433.000000 Penalty: 2942.942139
	Iteration 35Q: 3 clusters Score -451433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -451434.625000 Penalty: 2942.942139
	Iteration 36Q: 3 clusters Score -451434.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -451438.406250 Penalty: 2942.942139
	Iteration 37Q: 3 clusters Score -451438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -451439.093750 Penalty: 2942.942139
	Iteration 38Q: 3 clusters Score -451439.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -451439.968750 Penalty: 2942.942139
	Iteration 39Q: 3 clusters Score -451440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -451441.343750 Penalty: 2942.942139
	Iteration 40F: 3 clusters Score -451441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -451442.156250 Penalty: 2942.942139
	Iteration 41Q: 3 clusters Score -451442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -451442.968750 Penalty: 2942.942139
	Iteration 42Q: 3 clusters Score -451443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -451444.500000 Penalty: 2942.942139
	Iteration 43Q: 3 clusters Score -451444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -451443.906250 Penalty: 2942.942139
	Iteration 44Q: 3 clusters Score -451443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -451443.156250 Penalty: 2942.942139
	Iteration 45Q: 3 clusters Score -451443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -451444.875000 Penalty: 2942.942139
	Iteration 46Q: 3 clusters Score -451444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -451445.093750 Penalty: 2942.942139
	Iteration 47Q: 3 clusters Score -451445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -451445.406250 Penalty: 2942.942139
	Iteration 48Q: 3 clusters Score -451445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -451445.500000 Penalty: 2942.942139
	Iteration 49Q: 3 clusters Score -451445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -451444.906250 Penalty: 2942.942139
	Iteration 50Q: 3 clusters Score -451444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -451445.937500 Penalty: 2942.942139
	Iteration 51Q: 3 clusters Score -451445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -451446.062500 Penalty: 2942.942139
	Iteration 52Q: 3 clusters Score -451446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -451445.406250 Penalty: 2942.942139
	Iteration 53Q: 3 clusters Score -451445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -451447.968750 Penalty: 2942.942139
	Iteration 54Q: 3 clusters Score -451448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -451447.812500 Penalty: 2942.942139
	Iteration 55Q: 3 clusters Score -451447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -451448.375000 Penalty: 2942.942139
	Iteration 56Q: 3 clusters Score -451448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -451449.468750 Penalty: 2942.942139
	Iteration 57Q: 3 clusters Score -451449.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -451452.125000 Penalty: 2942.942139
	Iteration 58Q: 3 clusters Score -451452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -451453.843750 Penalty: 2942.942139
	Iteration 59Q: 3 clusters Score -451453.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -451456.812500 Penalty: 2942.942139
	Iteration 60F: 3 clusters Score -451456.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -451458.000000 Penalty: 2942.942139
	Iteration 61Q: 3 clusters Score -451458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -451458.812500 Penalty: 2942.942139
	Iteration 62Q: 3 clusters Score -451458.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -451460.718750 Penalty: 2942.942139
	Iteration 63Q: 3 clusters Score -451460.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -451465.000000 Penalty: 2942.942139
	Iteration 64Q: 3 clusters Score -451465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -451465.281250 Penalty: 2942.942139
	Iteration 65Q: 3 clusters Score -451465.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -451471.750000 Penalty: 2942.942139
	Iteration 66Q: 3 clusters Score -451471.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -451477.656250 Penalty: 2942.942139
	Iteration 67Q: 3 clusters Score -451477.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -451484.375000 Penalty: 2942.942139
	Iteration 68Q: 3 clusters Score -451484.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -451493.718750 Penalty: 2942.942139
	Iteration 69Q: 3 clusters Score -451493.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -451503.250000 Penalty: 2942.942139
	Iteration 70Q: 3 clusters Score -451503.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -451513.562500 Penalty: 2942.942139
	Iteration 71Q: 3 clusters Score -451513.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -451525.343750 Penalty: 2942.942139
	Iteration 72Q: 3 clusters Score -451525.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -451533.250000 Penalty: 2942.942139
	Iteration 73Q: 3 clusters Score -451533.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -451546.750000 Penalty: 2942.942139
	Iteration 74Q: 3 clusters Score -451546.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -451563.000000 Penalty: 2942.942139
	Iteration 75Q: 3 clusters Score -451563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -451578.406250 Penalty: 2942.942139
	Iteration 76Q: 3 clusters Score -451578.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -451595.843750 Penalty: 2942.942139
	Iteration 77Q: 3 clusters Score -451595.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -451613.218750 Penalty: 2942.942139
	Iteration 78Q: 3 clusters Score -451613.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -451630.875000 Penalty: 2942.942139
	Iteration 79Q: 3 clusters Score -451630.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -451655.812500 Penalty: 2942.942139
	Iteration 80F: 3 clusters Score -451655.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -451686.750000 Penalty: 2942.942139
	Iteration 81Q: 3 clusters Score -451686.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -451721.312500 Penalty: 2942.942139
	Iteration 82Q: 3 clusters Score -451721.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -451756.718750 Penalty: 2942.942139
	Iteration 83Q: 3 clusters Score -451756.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -451805.781250 Penalty: 2942.942139
	Iteration 84Q: 3 clusters Score -451805.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -451848.937500 Penalty: 2942.942139
	Iteration 85Q: 3 clusters Score -451848.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -451892.781250 Penalty: 2942.942139
	Iteration 86Q: 3 clusters Score -451892.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -451931.250000 Penalty: 2942.942139
	Iteration 87Q: 3 clusters Score -451931.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -451972.750000 Penalty: 2942.942139
	Iteration 88Q: 3 clusters Score -451972.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -452010.843750 Penalty: 2942.942139
	Iteration 89Q: 3 clusters Score -452010.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -452048.906250 Penalty: 2942.942139
	Iteration 90Q: 3 clusters Score -452048.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -452080.250000 Penalty: 2942.942139
	Iteration 91Q: 3 clusters Score -452080.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -452105.781250 Penalty: 2942.942139
	Iteration 92Q: 3 clusters Score -452105.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -452127.250000 Penalty: 2942.942139
	Iteration 93Q: 3 clusters Score -452127.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -452143.375000 Penalty: 2942.942139
	Iteration 94Q: 3 clusters Score -452143.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -452156.156250 Penalty: 2942.942139
	Iteration 95Q: 3 clusters Score -452156.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -452167.687500 Penalty: 2942.942139
	Iteration 96Q: 3 clusters Score -452167.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -452174.312500 Penalty: 2942.942139
	Iteration 97Q: 3 clusters Score -452174.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -452183.781250 Penalty: 2942.942139
	Iteration 98Q: 3 clusters Score -452183.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -452194.687500 Penalty: 2942.942139
	Iteration 99Q: 3 clusters Score -452194.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -452205.156250 Penalty: 2942.942139
	Iteration 100F: 3 clusters Score -452205.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -452220.906250 Penalty: 2942.942139
	Iteration 101Q: 3 clusters Score -452220.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -452237.437500 Penalty: 2942.942139
	Iteration 102Q: 3 clusters Score -452237.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -452251.531250 Penalty: 2942.942139
	Iteration 103Q: 3 clusters Score -452251.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -452267.875000 Penalty: 2942.942139
	Iteration 104Q: 3 clusters Score -452267.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -452281.781250 Penalty: 2942.942139
	Iteration 105Q: 3 clusters Score -452281.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -452289.718750 Penalty: 2942.942139
	Iteration 106Q: 3 clusters Score -452289.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -452300.343750 Penalty: 2942.942139
	Iteration 107Q: 3 clusters Score -452300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -452310.468750 Penalty: 2942.942139
	Iteration 108Q: 3 clusters Score -452310.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -452317.375000 Penalty: 2942.942139
	Iteration 109Q: 3 clusters Score -452317.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -452324.843750 Penalty: 2942.942139
	Iteration 110Q: 3 clusters Score -452324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -452329.156250 Penalty: 2942.942139
	Iteration 111Q: 3 clusters Score -452329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -452330.156250 Penalty: 2942.942139
	Iteration 112Q: 3 clusters Score -452330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -452333.093750 Penalty: 2942.942139
	Iteration 113Q: 3 clusters Score -452333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -452334.062500 Penalty: 2942.942139
	Iteration 114Q: 3 clusters Score -452334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -452336.437500 Penalty: 2942.942139
	Iteration 115Q: 3 clusters Score -452336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -452338.062500 Penalty: 2942.942139
	Iteration 116Q: 3 clusters Score -452338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -452338.312500 Penalty: 2942.942139
	Iteration 117Q: 3 clusters Score -452338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -452339.625000 Penalty: 2942.942139
	Iteration 118Q: 3 clusters Score -452339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -452339.625000 Penalty: 2942.942139
	Iteration 119F: 3 clusters Score -452339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -162635.843750 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -162635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -159697.062500 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -159697.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -160497.109375 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -160497.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -160698.968750 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -160699 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -160828.109375 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -160828.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -160940.484375 Penalty: 2632.651123
	Iteration 4Q: 3 clusters Score -160940.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -161047.437500 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -161047.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -161154.218750 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -161154.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -161253.906250 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -161253.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -161349.281250 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -161349.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -161453.187500 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -161453.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -161549.640625 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -161549.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -161647.000000 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -161647 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -161725.765625 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -161725.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -161782.031250 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -161782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -161827.125000 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -161827.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -161858.828125 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -161858.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -161878.625000 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -161878.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -161891.156250 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -161891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -161898.781250 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -161898.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -161905.078125 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -161905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -161910.718750 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -161910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -161914.187500 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -161914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -161915.734375 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -161915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -161916.921875 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -161916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -161917.218750 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -161917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -161917.218750 Penalty: 2632.651123
	Iteration 25F: 3 clusters Score -161917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Entering Unmasked Estep 
Score: -3627425.500000 Penalty: 1811.784302
	Iteration 0F: 2 clusters Score -3627426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -3580922.750000 Penalty: 3623.568604
	Iteration 0F: 3 clusters Score -3580923 nChanged 33102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -3600511.750000 Penalty: 3623.568604
	Iteration 1F: 3 clusters Score -3600512 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -3601912.750000 Penalty: 3623.568604
	Iteration 2Q: 3 clusters Score -3601913 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -3604223.250000 Penalty: 3623.568604
	Iteration 3F: 3 clusters Score -3604223 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -3608123.500000 Penalty: 3623.568604
	Iteration 4F: 3 clusters Score -3608124 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -3613417.500000 Penalty: 3623.568604
	Iteration 5F: 3 clusters Score -3613418 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -3618733.500000 Penalty: 3623.568604
	Iteration 6F: 3 clusters Score -3618734 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -3622615.000000 Penalty: 3623.568604
	Iteration 7F: 3 clusters Score -3622615 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -3624588.000000 Penalty: 3623.568604
	Iteration 8Q: 3 clusters Score -3624588 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -3625354.000000 Penalty: 3623.568604
	Iteration 9Q: 3 clusters Score -3625354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -3625608.500000 Penalty: 3623.568604
	Iteration 10Q: 3 clusters Score -3625608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -3625712.000000 Penalty: 3623.568604
	Iteration 11Q: 3 clusters Score -3625712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -3625758.500000 Penalty: 3623.568604
	Iteration 12Q: 3 clusters Score -3625758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -3625780.250000 Penalty: 3623.568604
	Iteration 13Q: 3 clusters Score -3625780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -3625800.000000 Penalty: 3623.568604
	Iteration 14Q: 3 clusters Score -3625800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -3625809.250000 Penalty: 3623.568604
	Iteration 15Q: 3 clusters Score -3625809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -3625811.500000 Penalty: 3623.568604
	Iteration 16Q: 3 clusters Score -3625812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -3625821.250000 Penalty: 3623.568604
	Iteration 17Q: 3 clusters Score -3625821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -3625826.000000 Penalty: 3623.568604
	Iteration 18Q: 3 clusters Score -3625826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -3625828.000000 Penalty: 3623.568604
	Iteration 19Q: 3 clusters Score -3625828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -3625837.000000 Penalty: 3623.568604
	Iteration 20F: 3 clusters Score -3625837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -413976.906250 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -413976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -407208.218750 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -407208.2 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -409503.000000 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -409503 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -409783.531250 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -409783.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -409983.375000 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -409983.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -410154.656250 Penalty: 2974.872070
	Iteration 4Q: 3 clusters Score -410154.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -410311.375000 Penalty: 2974.872070
	Iteration 5Q: 3 clusters Score -410311.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -410454.312500 Penalty: 2974.872070
	Iteration 6Q: 3 clusters Score -410454.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -410606.312500 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -410606.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -410749.343750 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -410749.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -410902.031250 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -410902 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -411093.218750 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -411093.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -411320.250000 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -411320.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -411548.437500 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -411548.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -411767.156250 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -411767.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -411959.312500 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -411959.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -412104.375000 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -412104.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -412214.218750 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -412214.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -412282.343750 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -412282.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -412330.031250 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -412330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -412372.468750 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -412372.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -412396.125000 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -412396.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -412418.906250 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -412418.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -412439.031250 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -412439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -412458.281250 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -412458.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -412480.187500 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -412480.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -412499.750000 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -412499.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -412520.406250 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -412520.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -412541.656250 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -412541.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -412564.531250 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -412564.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -412586.375000 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -412586.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -412605.437500 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -412605.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -412624.062500 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -412624.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -412646.031250 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -412646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -412674.906250 Penalty: 2974.872070
	Iteration 33Q: 3 clusters Score -412674.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -412706.250000 Penalty: 2974.872070
	Iteration 34Q: 3 clusters Score -412706.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -412738.187500 Penalty: 2974.872070
	Iteration 35Q: 3 clusters Score -412738.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -412763.687500 Penalty: 2974.872070
	Iteration 36Q: 3 clusters Score -412763.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -412783.375000 Penalty: 2974.872070
	Iteration 37Q: 3 clusters Score -412783.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -412799.000000 Penalty: 2974.872070
	Iteration 38Q: 3 clusters Score -412799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -412809.593750 Penalty: 2974.872070
	Iteration 39Q: 3 clusters Score -412809.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -412823.250000 Penalty: 2974.872070
	Iteration 40F: 3 clusters Score -412823.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -412835.000000 Penalty: 2974.872070
	Iteration 41Q: 3 clusters Score -412835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -412846.812500 Penalty: 2974.872070
	Iteration 42Q: 3 clusters Score -412846.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -412859.437500 Penalty: 2974.872070
	Iteration 43Q: 3 clusters Score -412859.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -412874.968750 Penalty: 2974.872070
	Iteration 44Q: 3 clusters Score -412875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -412890.531250 Penalty: 2974.872070
	Iteration 45Q: 3 clusters Score -412890.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -412904.218750 Penalty: 2974.872070
	Iteration 46Q: 3 clusters Score -412904.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -412915.968750 Penalty: 2974.872070
	Iteration 47Q: 3 clusters Score -412916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -412929.625000 Penalty: 2974.872070
	Iteration 48Q: 3 clusters Score -412929.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -412946.500000 Penalty: 2974.872070
	Iteration 49Q: 3 clusters Score -412946.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -412958.750000 Penalty: 2974.872070
	Iteration 50Q: 3 clusters Score -412958.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -412969.531250 Penalty: 2974.872070
	Iteration 51Q: 3 clusters Score -412969.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -412981.437500 Penalty: 2974.872070
	Iteration 52Q: 3 clusters Score -412981.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -412991.062500 Penalty: 2974.872070
	Iteration 53Q: 3 clusters Score -412991.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -413002.187500 Penalty: 2974.872070
	Iteration 54Q: 3 clusters Score -413002.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -413012.343750 Penalty: 2974.872070
	Iteration 55Q: 3 clusters Score -413012.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -413020.937500 Penalty: 2974.872070
	Iteration 56Q: 3 clusters Score -413020.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -413028.125000 Penalty: 2974.872070
	Iteration 57Q: 3 clusters Score -413028.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -413033.687500 Penalty: 2974.872070
	Iteration 58Q: 3 clusters Score -413033.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -413041.687500 Penalty: 2974.872070
	Iteration 59Q: 3 clusters Score -413041.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -413049.531250 Penalty: 2974.872070
	Iteration 60F: 3 clusters Score -413049.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -413054.156250 Penalty: 2974.872070
	Iteration 61Q: 3 clusters Score -413054.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -413060.562500 Penalty: 2974.872070
	Iteration 62Q: 3 clusters Score -413060.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -413063.781250 Penalty: 2974.872070
	Iteration 63Q: 3 clusters Score -413063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -413068.062500 Penalty: 2974.872070
	Iteration 64Q: 3 clusters Score -413068.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -413073.187500 Penalty: 2974.872070
	Iteration 65Q: 3 clusters Score -413073.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -413075.375000 Penalty: 2974.872070
	Iteration 66Q: 3 clusters Score -413075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -413078.562500 Penalty: 2974.872070
	Iteration 67Q: 3 clusters Score -413078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -413081.406250 Penalty: 2974.872070
	Iteration 68Q: 3 clusters Score -413081.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -413083.625000 Penalty: 2974.872070
	Iteration 69Q: 3 clusters Score -413083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -413086.687500 Penalty: 2974.872070
	Iteration 70Q: 3 clusters Score -413086.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -413088.281250 Penalty: 2974.872070
	Iteration 71Q: 3 clusters Score -413088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -413090.593750 Penalty: 2974.872070
	Iteration 72Q: 3 clusters Score -413090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -413091.000000 Penalty: 2974.872070
	Iteration 73Q: 3 clusters Score -413091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -413091.718750 Penalty: 2974.872070
	Iteration 74Q: 3 clusters Score -413091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -413092.031250 Penalty: 2974.872070
	Iteration 75Q: 3 clusters Score -413092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -413093.093750 Penalty: 2974.872070
	Iteration 76Q: 3 clusters Score -413093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -413093.187500 Penalty: 2974.872070
	Iteration 77Q: 3 clusters Score -413093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -413093.812500 Penalty: 2974.872070
	Iteration 78Q: 3 clusters Score -413093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -413094.906250 Penalty: 2974.872070
	Iteration 79Q: 3 clusters Score -413094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -413095.281250 Penalty: 2974.872070
	Iteration 80F: 3 clusters Score -413095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -239837.734375 Penalty: 1372.355957
	Iteration 0F: 2 clusters Score -239837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -236105.343750 Penalty: 2744.711914
	Iteration 0F: 3 clusters Score -236105.3 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -237125.031250 Penalty: 2744.711914
	Iteration 1F: 3 clusters Score -237125 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -237316.000000 Penalty: 2744.711914
	Iteration 2F: 3 clusters Score -237316 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -237456.156250 Penalty: 2744.711914
	Iteration 3F: 3 clusters Score -237456.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -237573.062500 Penalty: 2744.711914
	Iteration 4Q: 3 clusters Score -237573.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -237689.203125 Penalty: 2744.711914
	Iteration 5Q: 3 clusters Score -237689.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -237800.484375 Penalty: 2744.711914
	Iteration 6Q: 3 clusters Score -237800.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -237927.921875 Penalty: 2744.711914
	Iteration 7Q: 3 clusters Score -237927.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -238050.656250 Penalty: 2744.711914
	Iteration 8Q: 3 clusters Score -238050.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -238188.375000 Penalty: 2744.711914
	Iteration 9Q: 3 clusters Score -238188.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -238291.343750 Penalty: 2744.711914
	Iteration 10Q: 3 clusters Score -238291.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -238403.734375 Penalty: 2744.711914
	Iteration 11Q: 3 clusters Score -238403.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -238500.890625 Penalty: 2744.711914
	Iteration 12Q: 3 clusters Score -238500.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -238572.453125 Penalty: 2744.711914
	Iteration 13Q: 3 clusters Score -238572.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238630.609375 Penalty: 2744.711914
	Iteration 14Q: 3 clusters Score -238630.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -238676.906250 Penalty: 2744.711914
	Iteration 15Q: 3 clusters Score -238676.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -238710.281250 Penalty: 2744.711914
	Iteration 16Q: 3 clusters Score -238710.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -238736.718750 Penalty: 2744.711914
	Iteration 17Q: 3 clusters Score -238736.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -238758.859375 Penalty: 2744.711914
	Iteration 18Q: 3 clusters Score -238758.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -238775.312500 Penalty: 2744.711914
	Iteration 19Q: 3 clusters Score -238775.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -238791.734375 Penalty: 2744.711914
	Iteration 20F: 3 clusters Score -238791.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238808.281250 Penalty: 2744.711914
	Iteration 21Q: 3 clusters Score -238808.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -238825.765625 Penalty: 2744.711914
	Iteration 22Q: 3 clusters Score -238825.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -238844.500000 Penalty: 2744.711914
	Iteration 23Q: 3 clusters Score -238844.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238863.171875 Penalty: 2744.711914
	Iteration 24Q: 3 clusters Score -238863.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -238872.281250 Penalty: 2744.711914
	Iteration 25Q: 3 clusters Score -238872.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -238876.828125 Penalty: 2744.711914
	Iteration 26Q: 3 clusters Score -238876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -238878.640625 Penalty: 2744.711914
	Iteration 27Q: 3 clusters Score -238878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -238880.828125 Penalty: 2744.711914
	Iteration 28Q: 3 clusters Score -238880.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -238886.046875 Penalty: 2744.711914
	Iteration 29Q: 3 clusters Score -238886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -238889.687500 Penalty: 2744.711914
	Iteration 30Q: 3 clusters Score -238889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -238890.203125 Penalty: 2744.711914
	Iteration 31Q: 3 clusters Score -238890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -238890.437500 Penalty: 2744.711914
	Iteration 32Q: 3 clusters Score -238890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238890.640625 Penalty: 2744.711914
	Iteration 33Q: 3 clusters Score -238890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -238890.484375 Penalty: 2744.711914
	Iteration 34Q: 3 clusters Score -238890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -238891.125000 Penalty: 2744.711914
	Iteration 35Q: 3 clusters Score -238891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -238892.015625 Penalty: 2744.711914
	Iteration 36Q: 3 clusters Score -238892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -238892.750000 Penalty: 2744.711914
	Iteration 37Q: 3 clusters Score -238892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -238893.921875 Penalty: 2744.711914
	Iteration 38Q: 3 clusters Score -238893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238894.765625 Penalty: 2744.711914
	Iteration 39Q: 3 clusters Score -238894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -238895.828125 Penalty: 2744.711914
	Iteration 40F: 3 clusters Score -238895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Entering Unmasked Estep 
Score: -2949260.250000 Penalty: 1778.545410
	Iteration 0F: 2 clusters Score -2949260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -2911301.750000 Penalty: 3557.090820
	Iteration 0F: 3 clusters Score -2911302 nChanged 26767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2926907.500000 Penalty: 3557.090820
	Iteration 1F: 3 clusters Score -2926908 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2927664.500000 Penalty: 3557.090820
	Iteration 2Q: 3 clusters Score -2927664 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2928768.500000 Penalty: 3557.090820
	Iteration 3Q: 3 clusters Score -2928768 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2930493.250000 Penalty: 3557.090820
	Iteration 4F: 3 clusters Score -2930493 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2933212.250000 Penalty: 3557.090820
	Iteration 5F: 3 clusters Score -2933212 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2937189.500000 Penalty: 3557.090820
	Iteration 6F: 3 clusters Score -2937190 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2941399.250000 Penalty: 3557.090820
	Iteration 7F: 3 clusters Score -2941399 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2944440.250000 Penalty: 3557.090820
	Iteration 8F: 3 clusters Score -2944440 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2946045.500000 Penalty: 3557.090820
	Iteration 9Q: 3 clusters Score -2946046 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2946879.500000 Penalty: 3557.090820
	Iteration 10Q: 3 clusters Score -2946880 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2947270.500000 Penalty: 3557.090820
	Iteration 11Q: 3 clusters Score -2947270 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2947465.750000 Penalty: 3557.090820
	Iteration 12Q: 3 clusters Score -2947466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2947563.750000 Penalty: 3557.090820
	Iteration 13Q: 3 clusters Score -2947564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2947604.250000 Penalty: 3557.090820
	Iteration 14Q: 3 clusters Score -2947604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2947649.750000 Penalty: 3557.090820
	Iteration 15Q: 3 clusters Score -2947650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2947674.500000 Penalty: 3557.090820
	Iteration 16Q: 3 clusters Score -2947674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2947700.500000 Penalty: 3557.090820
	Iteration 17Q: 3 clusters Score -2947700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2947720.000000 Penalty: 3557.090820
	Iteration 18Q: 3 clusters Score -2947720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2947731.250000 Penalty: 3557.090820
	Iteration 19Q: 3 clusters Score -2947731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2947744.000000 Penalty: 3557.090820
	Iteration 20F: 3 clusters Score -2947744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2947761.500000 Penalty: 3557.090820
	Iteration 21Q: 3 clusters Score -2947762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2947767.500000 Penalty: 3557.090820
	Iteration 22Q: 3 clusters Score -2947768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2947774.750000 Penalty: 3557.090820
	Iteration 23Q: 3 clusters Score -2947775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2947774.000000 Penalty: 3557.090820
	Iteration 24Q: 3 clusters Score -2947774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2947779.750000 Penalty: 3557.090820
	Iteration 25Q: 3 clusters Score -2947780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2947783.500000 Penalty: 3557.090820
	Iteration 26Q: 3 clusters Score -2947784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2947786.250000 Penalty: 3557.090820
	Iteration 27Q: 3 clusters Score -2947786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2947796.500000 Penalty: 3557.090820
	Iteration 28Q: 3 clusters Score -2947796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2947800.750000 Penalty: 3557.090820
	Iteration 29Q: 3 clusters Score -2947801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2947806.250000 Penalty: 3557.090820
	Iteration 30Q: 3 clusters Score -2947806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2947808.250000 Penalty: 3557.090820
	Iteration 31Q: 3 clusters Score -2947808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2947806.250000 Penalty: 3557.090820
	Iteration 32Q: 3 clusters Score -2947806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2947808.500000 Penalty: 3557.090820
	Iteration 33Q: 3 clusters Score -2947808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2947809.000000 Penalty: 3557.090820
	Iteration 34Q: 3 clusters Score -2947809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2947811.000000 Penalty: 3557.090820
	Iteration 35Q: 3 clusters Score -2947811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2947811.500000 Penalty: 3557.090820
	Iteration 36Q: 3 clusters Score -2947812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2947811.500000 Penalty: 3557.090820
	Iteration 37F: 3 clusters Score -2947812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -131340.593750 Penalty: 1262.180420
	Iteration 0F: 2 clusters Score -131340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -129004.000000 Penalty: 2524.360840
	Iteration 0F: 3 clusters Score -129004 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -129536.835938 Penalty: 2524.360840
	Iteration 1F: 3 clusters Score -129536.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -129639.023438 Penalty: 2524.360840
	Iteration 2F: 3 clusters Score -129639 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -129699.890625 Penalty: 2524.360840
	Iteration 3Q: 3 clusters Score -129699.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -129743.820312 Penalty: 2524.360840
	Iteration 4Q: 3 clusters Score -129743.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -129778.812500 Penalty: 2524.360840
	Iteration 5Q: 3 clusters Score -129778.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -129807.695312 Penalty: 2524.360840
	Iteration 6Q: 3 clusters Score -129807.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -129831.445312 Penalty: 2524.360840
	Iteration 7Q: 3 clusters Score -129831.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129857.164062 Penalty: 2524.360840
	Iteration 8Q: 3 clusters Score -129857.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -129875.250000 Penalty: 2524.360840
	Iteration 9Q: 3 clusters Score -129875.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -129891.265625 Penalty: 2524.360840
	Iteration 10Q: 3 clusters Score -129891.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129903.398438 Penalty: 2524.360840
	Iteration 11Q: 3 clusters Score -129903.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129916.695312 Penalty: 2524.360840
	Iteration 12Q: 3 clusters Score -129916.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -129925.445312 Penalty: 2524.360840
	Iteration 13Q: 3 clusters Score -129925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -129933.335938 Penalty: 2524.360840
	Iteration 14Q: 3 clusters Score -129933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129939.195312 Penalty: 2524.360840
	Iteration 15Q: 3 clusters Score -129939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129946.046875 Penalty: 2524.360840
	Iteration 16Q: 3 clusters Score -129946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129952.617188 Penalty: 2524.360840
	Iteration 17Q: 3 clusters Score -129952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129961.968750 Penalty: 2524.360840
	Iteration 18Q: 3 clusters Score -129962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129971.203125 Penalty: 2524.360840
	Iteration 19Q: 3 clusters Score -129971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -129977.421875 Penalty: 2524.360840
	Iteration 20F: 3 clusters Score -129977.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -129987.335938 Penalty: 2524.360840
	Iteration 21Q: 3 clusters Score -129987.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129998.421875 Penalty: 2524.360840
	Iteration 22Q: 3 clusters Score -129998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -130008.367188 Penalty: 2524.360840
	Iteration 23Q: 3 clusters Score -130008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130017.507812 Penalty: 2524.360840
	Iteration 24Q: 3 clusters Score -130017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130028.585938 Penalty: 2524.360840
	Iteration 25Q: 3 clusters Score -130028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130034.250000 Penalty: 2524.360840
	Iteration 26Q: 3 clusters Score -130034.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130040.203125 Penalty: 2524.360840
	Iteration 27Q: 3 clusters Score -130040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -130049.500000 Penalty: 2524.360840
	Iteration 28Q: 3 clusters Score -130049.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -130056.742188 Penalty: 2524.360840
	Iteration 29Q: 3 clusters Score -130056.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -130062.507812 Penalty: 2524.360840
	Iteration 30Q: 3 clusters Score -130062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130068.093750 Penalty: 2524.360840
	Iteration 31Q: 3 clusters Score -130068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130073.312500 Penalty: 2524.360840
	Iteration 32Q: 3 clusters Score -130073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -130076.421875 Penalty: 2524.360840
	Iteration 33Q: 3 clusters Score -130076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130078.257812 Penalty: 2524.360840
	Iteration 34Q: 3 clusters Score -130078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130080.289062 Penalty: 2524.360840
	Iteration 35Q: 3 clusters Score -130080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130083.585938 Penalty: 2524.360840
	Iteration 36Q: 3 clusters Score -130083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130089.171875 Penalty: 2524.360840
	Iteration 37Q: 3 clusters Score -130089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -130093.382812 Penalty: 2524.360840
	Iteration 38Q: 3 clusters Score -130093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130099.859375 Penalty: 2524.360840
	Iteration 39Q: 3 clusters Score -130099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130104.593750 Penalty: 2524.360840
	Iteration 40F: 3 clusters Score -130104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130105.359375 Penalty: 2524.360840
	Iteration 41Q: 3 clusters Score -130105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -130106.984375 Penalty: 2524.360840
	Iteration 42Q: 3 clusters Score -130107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130108.218750 Penalty: 2524.360840
	Iteration 43Q: 3 clusters Score -130108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -130108.945312 Penalty: 2524.360840
	Iteration 44Q: 3 clusters Score -130108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -130109.593750 Penalty: 2524.360840
	Iteration 45Q: 3 clusters Score -130109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -130110.718750 Penalty: 2524.360840
	Iteration 46Q: 3 clusters Score -130110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130111.914062 Penalty: 2524.360840
	Iteration 47Q: 3 clusters Score -130111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -130112.968750 Penalty: 2524.360840
	Iteration 48Q: 3 clusters Score -130113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130114.695312 Penalty: 2524.360840
	Iteration 49Q: 3 clusters Score -130114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -130117.218750 Penalty: 2524.360840
	Iteration 50Q: 3 clusters Score -130117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -130118.015625 Penalty: 2524.360840
	Iteration 51Q: 3 clusters Score -130118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130118.562500 Penalty: 2524.360840
	Iteration 52Q: 3 clusters Score -130118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130120.242188 Penalty: 2524.360840
	Iteration 53Q: 3 clusters Score -130120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130121.437500 Penalty: 2524.360840
	Iteration 54Q: 3 clusters Score -130121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130123.210938 Penalty: 2524.360840
	Iteration 55Q: 3 clusters Score -130123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130123.703125 Penalty: 2524.360840
	Iteration 56Q: 3 clusters Score -130123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130124.328125 Penalty: 2524.360840
	Iteration 57Q: 3 clusters Score -130124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130125.085938 Penalty: 2524.360840
	Iteration 58Q: 3 clusters Score -130125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130126.093750 Penalty: 2524.360840
	Iteration 59Q: 3 clusters Score -130126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130126.828125 Penalty: 2524.360840
	Iteration 60F: 3 clusters Score -130126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -130128.187500 Penalty: 2524.360840
	Iteration 61Q: 3 clusters Score -130128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130129.320312 Penalty: 2524.360840
	Iteration 62Q: 3 clusters Score -130129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130130.773438 Penalty: 2524.360840
	Iteration 63Q: 3 clusters Score -130130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130130.773438 Penalty: 2524.360840
	Iteration 64F: 3 clusters Score -130130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Entering Unmasked Estep 
Score: -747029.937500 Penalty: 1550.798950
	Iteration 0F: 2 clusters Score -747029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -737207.125000 Penalty: 3101.597900
	Iteration 0F: 3 clusters Score -737207.1 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -740693.125000 Penalty: 3101.597900
	Iteration 1F: 3 clusters Score -740693.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -741023.062500 Penalty: 3101.597900
	Iteration 2F: 3 clusters Score -741023.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -741297.500000 Penalty: 3101.597900
	Iteration 3Q: 3 clusters Score -741297.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -741536.875000 Penalty: 3101.597900
	Iteration 4Q: 3 clusters Score -741536.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -741788.687500 Penalty: 3101.597900
	Iteration 5Q: 3 clusters Score -741788.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -742028.500000 Penalty: 3101.597900
	Iteration 6Q: 3 clusters Score -742028.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -742329.625000 Penalty: 3101.597900
	Iteration 7Q: 3 clusters Score -742329.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -742697.062500 Penalty: 3101.597900
	Iteration 8Q: 3 clusters Score -742697.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -743074.250000 Penalty: 3101.597900
	Iteration 9Q: 3 clusters Score -743074.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -743546.812500 Penalty: 3101.597900
	Iteration 10Q: 3 clusters Score -743546.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -743978.125000 Penalty: 3101.597900
	Iteration 11Q: 3 clusters Score -743978.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -744273.875000 Penalty: 3101.597900
	Iteration 12Q: 3 clusters Score -744273.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -744450.375000 Penalty: 3101.597900
	Iteration 13Q: 3 clusters Score -744450.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -744558.750000 Penalty: 3101.597900
	Iteration 14Q: 3 clusters Score -744558.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -744624.375000 Penalty: 3101.597900
	Iteration 15Q: 3 clusters Score -744624.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -744675.062500 Penalty: 3101.597900
	Iteration 16Q: 3 clusters Score -744675.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -744716.812500 Penalty: 3101.597900
	Iteration 17Q: 3 clusters Score -744716.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -744750.062500 Penalty: 3101.597900
	Iteration 18Q: 3 clusters Score -744750.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -744775.562500 Penalty: 3101.597900
	Iteration 19Q: 3 clusters Score -744775.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -744801.562500 Penalty: 3101.597900
	Iteration 20F: 3 clusters Score -744801.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -744823.437500 Penalty: 3101.597900
	Iteration 21Q: 3 clusters Score -744823.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -744852.937500 Penalty: 3101.597900
	Iteration 22Q: 3 clusters Score -744852.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -744880.187500 Penalty: 3101.597900
	Iteration 23Q: 3 clusters Score -744880.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -744908.250000 Penalty: 3101.597900
	Iteration 24Q: 3 clusters Score -744908.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -744931.375000 Penalty: 3101.597900
	Iteration 25Q: 3 clusters Score -744931.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -744957.875000 Penalty: 3101.597900
	Iteration 26Q: 3 clusters Score -744957.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -744979.062500 Penalty: 3101.597900
	Iteration 27Q: 3 clusters Score -744979.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -745000.562500 Penalty: 3101.597900
	Iteration 28Q: 3 clusters Score -745000.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -745021.187500 Penalty: 3101.597900
	Iteration 29Q: 3 clusters Score -745021.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -745036.500000 Penalty: 3101.597900
	Iteration 30Q: 3 clusters Score -745036.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -745050.937500 Penalty: 3101.597900
	Iteration 31Q: 3 clusters Score -745050.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -745062.000000 Penalty: 3101.597900
	Iteration 32Q: 3 clusters Score -745062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -745078.500000 Penalty: 3101.597900
	Iteration 33Q: 3 clusters Score -745078.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -745098.000000 Penalty: 3101.597900
	Iteration 34Q: 3 clusters Score -745098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -745117.875000 Penalty: 3101.597900
	Iteration 35Q: 3 clusters Score -745117.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -745138.625000 Penalty: 3101.597900
	Iteration 36Q: 3 clusters Score -745138.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -745158.687500 Penalty: 3101.597900
	Iteration 37Q: 3 clusters Score -745158.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -745180.750000 Penalty: 3101.597900
	Iteration 38Q: 3 clusters Score -745180.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -745210.687500 Penalty: 3101.597900
	Iteration 39Q: 3 clusters Score -745210.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -745234.187500 Penalty: 3101.597900
	Iteration 40F: 3 clusters Score -745234.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -745257.750000 Penalty: 3101.597900
	Iteration 41Q: 3 clusters Score -745257.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -745283.187500 Penalty: 3101.597900
	Iteration 42Q: 3 clusters Score -745283.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -745307.062500 Penalty: 3101.597900
	Iteration 43Q: 3 clusters Score -745307.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -745329.937500 Penalty: 3101.597900
	Iteration 44Q: 3 clusters Score -745329.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -745351.937500 Penalty: 3101.597900
	Iteration 45Q: 3 clusters Score -745351.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -745371.750000 Penalty: 3101.597900
	Iteration 46Q: 3 clusters Score -745371.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -745388.250000 Penalty: 3101.597900
	Iteration 47Q: 3 clusters Score -745388.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -745408.125000 Penalty: 3101.597900
	Iteration 48Q: 3 clusters Score -745408.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -745428.125000 Penalty: 3101.597900
	Iteration 49Q: 3 clusters Score -745428.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -745449.687500 Penalty: 3101.597900
	Iteration 50Q: 3 clusters Score -745449.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -745464.937500 Penalty: 3101.597900
	Iteration 51Q: 3 clusters Score -745464.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -745477.562500 Penalty: 3101.597900
	Iteration 52Q: 3 clusters Score -745477.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -745486.875000 Penalty: 3101.597900
	Iteration 53Q: 3 clusters Score -745486.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -745496.187500 Penalty: 3101.597900
	Iteration 54Q: 3 clusters Score -745496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -745502.312500 Penalty: 3101.597900
	Iteration 55Q: 3 clusters Score -745502.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -745513.000000 Penalty: 3101.597900
	Iteration 56Q: 3 clusters Score -745513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -745525.812500 Penalty: 3101.597900
	Iteration 57Q: 3 clusters Score -745525.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -745545.375000 Penalty: 3101.597900
	Iteration 58Q: 3 clusters Score -745545.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -745563.250000 Penalty: 3101.597900
	Iteration 59Q: 3 clusters Score -745563.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -745574.250000 Penalty: 3101.597900
	Iteration 60F: 3 clusters Score -745574.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -745581.562500 Penalty: 3101.597900
	Iteration 61Q: 3 clusters Score -745581.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -745594.625000 Penalty: 3101.597900
	Iteration 62Q: 3 clusters Score -745594.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -745605.187500 Penalty: 3101.597900
	Iteration 63Q: 3 clusters Score -745605.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -745616.312500 Penalty: 3101.597900
	Iteration 64Q: 3 clusters Score -745616.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -745629.812500 Penalty: 3101.597900
	Iteration 65Q: 3 clusters Score -745629.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -745643.000000 Penalty: 3101.597900
	Iteration 66Q: 3 clusters Score -745643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -745653.437500 Penalty: 3101.597900
	Iteration 67Q: 3 clusters Score -745653.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -745661.625000 Penalty: 3101.597900
	Iteration 68Q: 3 clusters Score -745661.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -745674.187500 Penalty: 3101.597900
	Iteration 69Q: 3 clusters Score -745674.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -745683.937500 Penalty: 3101.597900
	Iteration 70Q: 3 clusters Score -745683.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -745694.500000 Penalty: 3101.597900
	Iteration 71Q: 3 clusters Score -745694.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -745706.000000 Penalty: 3101.597900
	Iteration 72Q: 3 clusters Score -745706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -745722.812500 Penalty: 3101.597900
	Iteration 73Q: 3 clusters Score -745722.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -745732.625000 Penalty: 3101.597900
	Iteration 74Q: 3 clusters Score -745732.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -745738.937500 Penalty: 3101.597900
	Iteration 75Q: 3 clusters Score -745738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -745745.375000 Penalty: 3101.597900
	Iteration 76Q: 3 clusters Score -745745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -745750.437500 Penalty: 3101.597900
	Iteration 77Q: 3 clusters Score -745750.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -745756.125000 Penalty: 3101.597900
	Iteration 78Q: 3 clusters Score -745756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -745759.750000 Penalty: 3101.597900
	Iteration 79Q: 3 clusters Score -745759.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -745764.687500 Penalty: 3101.597900
	Iteration 80F: 3 clusters Score -745764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -745770.312500 Penalty: 3101.597900
	Iteration 81Q: 3 clusters Score -745770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -745772.500000 Penalty: 3101.597900
	Iteration 82Q: 3 clusters Score -745772.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -745778.437500 Penalty: 3101.597900
	Iteration 83Q: 3 clusters Score -745778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -745784.937500 Penalty: 3101.597900
	Iteration 84Q: 3 clusters Score -745784.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -745787.875000 Penalty: 3101.597900
	Iteration 85Q: 3 clusters Score -745787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -745790.437500 Penalty: 3101.597900
	Iteration 86Q: 3 clusters Score -745790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -745792.312500 Penalty: 3101.597900
	Iteration 87Q: 3 clusters Score -745792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -745796.375000 Penalty: 3101.597900
	Iteration 88Q: 3 clusters Score -745796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -745798.125000 Penalty: 3101.597900
	Iteration 89Q: 3 clusters Score -745798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -745798.812500 Penalty: 3101.597900
	Iteration 90Q: 3 clusters Score -745798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -745800.062500 Penalty: 3101.597900
	Iteration 91Q: 3 clusters Score -745800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -745800.312500 Penalty: 3101.597900
	Iteration 92Q: 3 clusters Score -745800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -745800.125000 Penalty: 3101.597900
	Iteration 93Q: 3 clusters Score -745800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -745800.875000 Penalty: 3101.597900
	Iteration 94Q: 3 clusters Score -745800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -745803.687500 Penalty: 3101.597900
	Iteration 95Q: 3 clusters Score -745803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -745804.562500 Penalty: 3101.597900
	Iteration 96Q: 3 clusters Score -745804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -745806.500000 Penalty: 3101.597900
	Iteration 97Q: 3 clusters Score -745806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -745806.875000 Penalty: 3101.597900
	Iteration 98Q: 3 clusters Score -745806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -745808.000000 Penalty: 3101.597900
	Iteration 99Q: 3 clusters Score -745808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -745809.062500 Penalty: 3101.597900
	Iteration 100F: 3 clusters Score -745809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -745810.312500 Penalty: 3101.597900
	Iteration 101Q: 3 clusters Score -745810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -745809.625000 Penalty: 3101.597900
	Iteration 102Q: 3 clusters Score -745809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -745809.937500 Penalty: 3101.597900
	Iteration 103Q: 3 clusters Score -745809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -745809.937500 Penalty: 3101.597900
	Iteration 104F: 3 clusters Score -745809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Entering Unmasked Estep 
Score: -708316.187500 Penalty: 1549.218994
	Iteration 0F: 2 clusters Score -708316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -698654.375000 Penalty: 3098.437988
	Iteration 0F: 3 clusters Score -698654.4 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -702070.500000 Penalty: 3098.437988
	Iteration 1F: 3 clusters Score -702070.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -702361.812500 Penalty: 3098.437988
	Iteration 2F: 3 clusters Score -702361.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -702619.937500 Penalty: 3098.437988
	Iteration 3Q: 3 clusters Score -702619.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -702851.687500 Penalty: 3098.437988
	Iteration 4Q: 3 clusters Score -702851.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -703075.812500 Penalty: 3098.437988
	Iteration 5Q: 3 clusters Score -703075.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -703354.875000 Penalty: 3098.437988
	Iteration 6Q: 3 clusters Score -703354.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -703743.750000 Penalty: 3098.437988
	Iteration 7Q: 3 clusters Score -703743.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -704205.000000 Penalty: 3098.437988
	Iteration 8F: 3 clusters Score -704205 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -704717.000000 Penalty: 3098.437988
	Iteration 9F: 3 clusters Score -704717 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -705293.000000 Penalty: 3098.437988
	Iteration 10F: 3 clusters Score -705293 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -705850.000000 Penalty: 3098.437988
	Iteration 11Q: 3 clusters Score -705850 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -706339.875000 Penalty: 3098.437988
	Iteration 12Q: 3 clusters Score -706339.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -706751.312500 Penalty: 3098.437988
	Iteration 13Q: 3 clusters Score -706751.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -707022.312500 Penalty: 3098.437988
	Iteration 14Q: 3 clusters Score -707022.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -707177.375000 Penalty: 3098.437988
	Iteration 15Q: 3 clusters Score -707177.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -707259.000000 Penalty: 3098.437988
	Iteration 16Q: 3 clusters Score -707259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -707308.937500 Penalty: 3098.437988
	Iteration 17Q: 3 clusters Score -707308.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -707343.562500 Penalty: 3098.437988
	Iteration 18Q: 3 clusters Score -707343.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -707374.062500 Penalty: 3098.437988
	Iteration 19Q: 3 clusters Score -707374.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -707401.812500 Penalty: 3098.437988
	Iteration 20F: 3 clusters Score -707401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -707416.750000 Penalty: 3098.437988
	Iteration 21Q: 3 clusters Score -707416.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -707427.750000 Penalty: 3098.437988
	Iteration 22Q: 3 clusters Score -707427.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -707434.437500 Penalty: 3098.437988
	Iteration 23Q: 3 clusters Score -707434.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -707441.625000 Penalty: 3098.437988
	Iteration 24Q: 3 clusters Score -707441.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -707445.812500 Penalty: 3098.437988
	Iteration 25Q: 3 clusters Score -707445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -707448.875000 Penalty: 3098.437988
	Iteration 26Q: 3 clusters Score -707448.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -707450.375000 Penalty: 3098.437988
	Iteration 27Q: 3 clusters Score -707450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -707456.687500 Penalty: 3098.437988
	Iteration 28Q: 3 clusters Score -707456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -707457.250000 Penalty: 3098.437988
	Iteration 29Q: 3 clusters Score -707457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -707459.687500 Penalty: 3098.437988
	Iteration 30Q: 3 clusters Score -707459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -707460.625000 Penalty: 3098.437988
	Iteration 31Q: 3 clusters Score -707460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -707463.125000 Penalty: 3098.437988
	Iteration 32Q: 3 clusters Score -707463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -707465.750000 Penalty: 3098.437988
	Iteration 33Q: 3 clusters Score -707465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -707467.062500 Penalty: 3098.437988
	Iteration 34Q: 3 clusters Score -707467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -707470.312500 Penalty: 3098.437988
	Iteration 35Q: 3 clusters Score -707470.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -707471.250000 Penalty: 3098.437988
	Iteration 36Q: 3 clusters Score -707471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -707472.187500 Penalty: 3098.437988
	Iteration 37Q: 3 clusters Score -707472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -707474.375000 Penalty: 3098.437988
	Iteration 38Q: 3 clusters Score -707474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -707475.750000 Penalty: 3098.437988
	Iteration 39Q: 3 clusters Score -707475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -707475.625000 Penalty: 3098.437988
	Iteration 40F: 3 clusters Score -707475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -707475.062500 Penalty: 3098.437988
	Iteration 41Q: 3 clusters Score -707475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -707474.812500 Penalty: 3098.437988
	Iteration 42Q: 3 clusters Score -707474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -707475.312500 Penalty: 3098.437988
	Iteration 43Q: 3 clusters Score -707475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -707475.500000 Penalty: 3098.437988
	Iteration 44Q: 3 clusters Score -707475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -707475.312500 Penalty: 3098.437988
	Iteration 45Q: 3 clusters Score -707475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -707475.312500 Penalty: 3098.437988
	Iteration 46F: 3 clusters Score -707475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Entering Unmasked Estep 
Score: -2300230.250000 Penalty: 1737.813599
	Iteration 0F: 2 clusters Score -2300230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2270813.500000 Penalty: 3475.627197
	Iteration 0F: 3 clusters Score -2270814 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2282338.750000 Penalty: 3475.627197
	Iteration 1F: 3 clusters Score -2282339 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2282929.000000 Penalty: 3475.627197
	Iteration 2Q: 3 clusters Score -2282929 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2283549.500000 Penalty: 3475.627197
	Iteration 3Q: 3 clusters Score -2283550 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2284325.750000 Penalty: 3475.627197
	Iteration 4Q: 3 clusters Score -2284326 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2285257.750000 Penalty: 3475.627197
	Iteration 5Q: 3 clusters Score -2285258 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2286543.250000 Penalty: 3475.627197
	Iteration 6Q: 3 clusters Score -2286543 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2288261.750000 Penalty: 3475.627197
	Iteration 7F: 3 clusters Score -2288262 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2290199.250000 Penalty: 3475.627197
	Iteration 8F: 3 clusters Score -2290199 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2291985.000000 Penalty: 3475.627197
	Iteration 9F: 3 clusters Score -2291985 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2293192.500000 Penalty: 3475.627197
	Iteration 10Q: 3 clusters Score -2293192 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2294035.000000 Penalty: 3475.627197
	Iteration 11Q: 3 clusters Score -2294035 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2294707.000000 Penalty: 3475.627197
	Iteration 12Q: 3 clusters Score -2294707 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2295351.000000 Penalty: 3475.627197
	Iteration 13Q: 3 clusters Score -2295351 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2295982.000000 Penalty: 3475.627197
	Iteration 14Q: 3 clusters Score -2295982 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2296465.000000 Penalty: 3475.627197
	Iteration 15Q: 3 clusters Score -2296465 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2296835.000000 Penalty: 3475.627197
	Iteration 16Q: 3 clusters Score -2296835 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2297116.500000 Penalty: 3475.627197
	Iteration 17Q: 3 clusters Score -2297116 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2297342.500000 Penalty: 3475.627197
	Iteration 18Q: 3 clusters Score -2297342 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2297510.500000 Penalty: 3475.627197
	Iteration 19Q: 3 clusters Score -2297510 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2297626.250000 Penalty: 3475.627197
	Iteration 20F: 3 clusters Score -2297626 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2297693.000000 Penalty: 3475.627197
	Iteration 21Q: 3 clusters Score -2297693 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2297754.500000 Penalty: 3475.627197
	Iteration 22Q: 3 clusters Score -2297754 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2297796.500000 Penalty: 3475.627197
	Iteration 23Q: 3 clusters Score -2297796 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2297829.250000 Penalty: 3475.627197
	Iteration 24Q: 3 clusters Score -2297829 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2297855.250000 Penalty: 3475.627197
	Iteration 25Q: 3 clusters Score -2297855 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2297875.250000 Penalty: 3475.627197
	Iteration 26Q: 3 clusters Score -2297875 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2297895.000000 Penalty: 3475.627197
	Iteration 27Q: 3 clusters Score -2297895 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2297919.500000 Penalty: 3475.627197
	Iteration 28Q: 3 clusters Score -2297920 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2297932.250000 Penalty: 3475.627197
	Iteration 29Q: 3 clusters Score -2297932 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2297958.750000 Penalty: 3475.627197
	Iteration 30Q: 3 clusters Score -2297959 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2297976.000000 Penalty: 3475.627197
	Iteration 31Q: 3 clusters Score -2297976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2298005.000000 Penalty: 3475.627197
	Iteration 32Q: 3 clusters Score -2298005 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2298024.750000 Penalty: 3475.627197
	Iteration 33Q: 3 clusters Score -2298025 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2298051.750000 Penalty: 3475.627197
	Iteration 34Q: 3 clusters Score -2298052 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2298077.750000 Penalty: 3475.627197
	Iteration 35Q: 3 clusters Score -2298078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2298089.000000 Penalty: 3475.627197
	Iteration 36Q: 3 clusters Score -2298089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2298127.000000 Penalty: 3475.627197
	Iteration 37Q: 3 clusters Score -2298127 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2298152.000000 Penalty: 3475.627197
	Iteration 38Q: 3 clusters Score -2298152 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2298167.250000 Penalty: 3475.627197
	Iteration 39Q: 3 clusters Score -2298167 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2298187.000000 Penalty: 3475.627197
	Iteration 40F: 3 clusters Score -2298187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2298215.750000 Penalty: 3475.627197
	Iteration 41Q: 3 clusters Score -2298216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2298229.500000 Penalty: 3475.627197
	Iteration 42Q: 3 clusters Score -2298230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2298251.500000 Penalty: 3475.627197
	Iteration 43Q: 3 clusters Score -2298252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2298265.000000 Penalty: 3475.627197
	Iteration 44Q: 3 clusters Score -2298265 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2298293.250000 Penalty: 3475.627197
	Iteration 45Q: 3 clusters Score -2298293 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2298309.500000 Penalty: 3475.627197
	Iteration 46Q: 3 clusters Score -2298310 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2298326.250000 Penalty: 3475.627197
	Iteration 47Q: 3 clusters Score -2298326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2298336.250000 Penalty: 3475.627197
	Iteration 48Q: 3 clusters Score -2298336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2298351.500000 Penalty: 3475.627197
	Iteration 49Q: 3 clusters Score -2298352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2298367.500000 Penalty: 3475.627197
	Iteration 50Q: 3 clusters Score -2298368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2298375.750000 Penalty: 3475.627197
	Iteration 51Q: 3 clusters Score -2298376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2298392.250000 Penalty: 3475.627197
	Iteration 52Q: 3 clusters Score -2298392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2298413.250000 Penalty: 3475.627197
	Iteration 53Q: 3 clusters Score -2298413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2298434.750000 Penalty: 3475.627197
	Iteration 54Q: 3 clusters Score -2298435 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2298443.750000 Penalty: 3475.627197
	Iteration 55Q: 3 clusters Score -2298444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2298455.500000 Penalty: 3475.627197
	Iteration 56Q: 3 clusters Score -2298456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2298466.500000 Penalty: 3475.627197
	Iteration 57Q: 3 clusters Score -2298466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2298474.250000 Penalty: 3475.627197
	Iteration 58Q: 3 clusters Score -2298474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2298478.750000 Penalty: 3475.627197
	Iteration 59Q: 3 clusters Score -2298479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2298483.250000 Penalty: 3475.627197
	Iteration 60F: 3 clusters Score -2298483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2298491.000000 Penalty: 3475.627197
	Iteration 61Q: 3 clusters Score -2298491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2298496.000000 Penalty: 3475.627197
	Iteration 62Q: 3 clusters Score -2298496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2298505.750000 Penalty: 3475.627197
	Iteration 63Q: 3 clusters Score -2298506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2298512.000000 Penalty: 3475.627197
	Iteration 64Q: 3 clusters Score -2298512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2298519.750000 Penalty: 3475.627197
	Iteration 65Q: 3 clusters Score -2298520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2298525.250000 Penalty: 3475.627197
	Iteration 66Q: 3 clusters Score -2298525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2298528.000000 Penalty: 3475.627197
	Iteration 67Q: 3 clusters Score -2298528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2298535.000000 Penalty: 3475.627197
	Iteration 68Q: 3 clusters Score -2298535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2298539.250000 Penalty: 3475.627197
	Iteration 69Q: 3 clusters Score -2298539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2298539.750000 Penalty: 3475.627197
	Iteration 70Q: 3 clusters Score -2298540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2298539.000000 Penalty: 3475.627197
	Iteration 71Q: 3 clusters Score -2298539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2298539.000000 Penalty: 3475.627197
	Iteration 72Q: 3 clusters Score -2298539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2298543.750000 Penalty: 3475.627197
	Iteration 73Q: 3 clusters Score -2298544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2298553.500000 Penalty: 3475.627197
	Iteration 74Q: 3 clusters Score -2298554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2298561.250000 Penalty: 3475.627197
	Iteration 75Q: 3 clusters Score -2298561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2298558.750000 Penalty: 3475.627197
	Iteration 76Q: 3 clusters Score -2298559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2298562.250000 Penalty: 3475.627197
	Iteration 77Q: 3 clusters Score -2298562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2298572.500000 Penalty: 3475.627197
	Iteration 78Q: 3 clusters Score -2298572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2298577.750000 Penalty: 3475.627197
	Iteration 79Q: 3 clusters Score -2298578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2298583.000000 Penalty: 3475.627197
	Iteration 80F: 3 clusters Score -2298583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2298590.750000 Penalty: 3475.627197
	Iteration 81Q: 3 clusters Score -2298591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2298592.500000 Penalty: 3475.627197
	Iteration 82Q: 3 clusters Score -2298592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2298590.750000 Penalty: 3475.627197
	Iteration 83Q: 3 clusters Score -2298591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2298597.250000 Penalty: 3475.627197
	Iteration 84Q: 3 clusters Score -2298597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2298609.250000 Penalty: 3475.627197
	Iteration 85Q: 3 clusters Score -2298609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2298618.250000 Penalty: 3475.627197
	Iteration 86Q: 3 clusters Score -2298618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2298631.000000 Penalty: 3475.627197
	Iteration 87Q: 3 clusters Score -2298631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2298638.000000 Penalty: 3475.627197
	Iteration 88Q: 3 clusters Score -2298638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2298643.750000 Penalty: 3475.627197
	Iteration 89Q: 3 clusters Score -2298644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2298646.500000 Penalty: 3475.627197
	Iteration 90Q: 3 clusters Score -2298646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2298657.250000 Penalty: 3475.627197
	Iteration 91Q: 3 clusters Score -2298657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2298656.750000 Penalty: 3475.627197
	Iteration 92Q: 3 clusters Score -2298657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2298662.250000 Penalty: 3475.627197
	Iteration 93Q: 3 clusters Score -2298662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2298668.000000 Penalty: 3475.627197
	Iteration 94Q: 3 clusters Score -2298668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2298678.750000 Penalty: 3475.627197
	Iteration 95Q: 3 clusters Score -2298679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2298683.500000 Penalty: 3475.627197
	Iteration 96Q: 3 clusters Score -2298684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2298692.000000 Penalty: 3475.627197
	Iteration 97Q: 3 clusters Score -2298692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2298705.250000 Penalty: 3475.627197
	Iteration 98Q: 3 clusters Score -2298705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2298713.000000 Penalty: 3475.627197
	Iteration 99Q: 3 clusters Score -2298713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2298721.750000 Penalty: 3475.627197
	Iteration 100F: 3 clusters Score -2298722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2298731.500000 Penalty: 3475.627197
	Iteration 101Q: 3 clusters Score -2298732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2298737.250000 Penalty: 3475.627197
	Iteration 102Q: 3 clusters Score -2298737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2298747.000000 Penalty: 3475.627197
	Iteration 103Q: 3 clusters Score -2298747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2298756.750000 Penalty: 3475.627197
	Iteration 104Q: 3 clusters Score -2298757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2298764.750000 Penalty: 3475.627197
	Iteration 105Q: 3 clusters Score -2298765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2298765.000000 Penalty: 3475.627197
	Iteration 106Q: 3 clusters Score -2298765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2298765.250000 Penalty: 3475.627197
	Iteration 107Q: 3 clusters Score -2298765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2298767.750000 Penalty: 3475.627197
	Iteration 108Q: 3 clusters Score -2298768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2298771.500000 Penalty: 3475.627197
	Iteration 109Q: 3 clusters Score -2298772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2298772.750000 Penalty: 3475.627197
	Iteration 110Q: 3 clusters Score -2298773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2298774.250000 Penalty: 3475.627197
	Iteration 111Q: 3 clusters Score -2298774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2298775.000000 Penalty: 3475.627197
	Iteration 112Q: 3 clusters Score -2298775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2298778.250000 Penalty: 3475.627197
	Iteration 113Q: 3 clusters Score -2298778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2298778.000000 Penalty: 3475.627197
	Iteration 114Q: 3 clusters Score -2298778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2298780.250000 Penalty: 3475.627197
	Iteration 115Q: 3 clusters Score -2298780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2298787.500000 Penalty: 3475.627197
	Iteration 116Q: 3 clusters Score -2298788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2298787.250000 Penalty: 3475.627197
	Iteration 117Q: 3 clusters Score -2298787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2298789.250000 Penalty: 3475.627197
	Iteration 118Q: 3 clusters Score -2298789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2298796.750000 Penalty: 3475.627197
	Iteration 119Q: 3 clusters Score -2298797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2298802.750000 Penalty: 3475.627197
	Iteration 120F: 3 clusters Score -2298803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2298806.000000 Penalty: 3475.627197
	Iteration 121Q: 3 clusters Score -2298806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2298800.000000 Penalty: 3475.627197
	Iteration 122Q: 3 clusters Score -2298800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2298810.750000 Penalty: 3475.627197
	Iteration 123Q: 3 clusters Score -2298811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2298809.750000 Penalty: 3475.627197
	Iteration 124Q: 3 clusters Score -2298810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2298812.750000 Penalty: 3475.627197
	Iteration 125Q: 3 clusters Score -2298813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2298818.250000 Penalty: 3475.627197
	Iteration 126Q: 3 clusters Score -2298818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2298821.250000 Penalty: 3475.627197
	Iteration 127Q: 3 clusters Score -2298821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2298818.500000 Penalty: 3475.627197
	Iteration 128Q: 3 clusters Score -2298818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2298821.500000 Penalty: 3475.627197
	Iteration 129Q: 3 clusters Score -2298822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2298825.000000 Penalty: 3475.627197
	Iteration 130Q: 3 clusters Score -2298825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2298824.750000 Penalty: 3475.627197
	Iteration 131Q: 3 clusters Score -2298825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2298830.750000 Penalty: 3475.627197
	Iteration 132Q: 3 clusters Score -2298831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2298835.000000 Penalty: 3475.627197
	Iteration 133Q: 3 clusters Score -2298835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2298834.000000 Penalty: 3475.627197
	Iteration 134Q: 3 clusters Score -2298834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2298837.500000 Penalty: 3475.627197
	Iteration 135Q: 3 clusters Score -2298838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2298842.500000 Penalty: 3475.627197
	Iteration 136Q: 3 clusters Score -2298842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2298846.750000 Penalty: 3475.627197
	Iteration 137Q: 3 clusters Score -2298847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2298851.750000 Penalty: 3475.627197
	Iteration 138Q: 3 clusters Score -2298852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2298850.750000 Penalty: 3475.627197
	Iteration 139Q: 3 clusters Score -2298851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2298851.250000 Penalty: 3475.627197
	Iteration 140F: 3 clusters Score -2298851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2298855.250000 Penalty: 3475.627197
	Iteration 141Q: 3 clusters Score -2298855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2298858.750000 Penalty: 3475.627197
	Iteration 142Q: 3 clusters Score -2298859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2298859.000000 Penalty: 3475.627197
	Iteration 143Q: 3 clusters Score -2298859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2298861.750000 Penalty: 3475.627197
	Iteration 144Q: 3 clusters Score -2298862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2298867.000000 Penalty: 3475.627197
	Iteration 145Q: 3 clusters Score -2298867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2298865.250000 Penalty: 3475.627197
	Iteration 146Q: 3 clusters Score -2298865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2298865.750000 Penalty: 3475.627197
	Iteration 147Q: 3 clusters Score -2298866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2298868.500000 Penalty: 3475.627197
	Iteration 148Q: 3 clusters Score -2298868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2298871.000000 Penalty: 3475.627197
	Iteration 149Q: 3 clusters Score -2298871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2298868.000000 Penalty: 3475.627197
	Iteration 150Q: 3 clusters Score -2298868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2298870.750000 Penalty: 3475.627197
	Iteration 151Q: 3 clusters Score -2298871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2298873.250000 Penalty: 3475.627197
	Iteration 152Q: 3 clusters Score -2298873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2298873.750000 Penalty: 3475.627197
	Iteration 153Q: 3 clusters Score -2298874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2298874.000000 Penalty: 3475.627197
	Iteration 154Q: 3 clusters Score -2298874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2298875.000000 Penalty: 3475.627197
	Iteration 155Q: 3 clusters Score -2298875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2298876.250000 Penalty: 3475.627197
	Iteration 156Q: 3 clusters Score -2298876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2298876.500000 Penalty: 3475.627197
	Iteration 157Q: 3 clusters Score -2298876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2298876.000000 Penalty: 3475.627197
	Iteration 158Q: 3 clusters Score -2298876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2298877.000000 Penalty: 3475.627197
	Iteration 159Q: 3 clusters Score -2298877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2298877.500000 Penalty: 3475.627197
	Iteration 160F: 3 clusters Score -2298878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2298878.000000 Penalty: 3475.627197
	Iteration 161Q: 3 clusters Score -2298878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2298880.250000 Penalty: 3475.627197
	Iteration 162Q: 3 clusters Score -2298880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2298880.000000 Penalty: 3475.627197
	Iteration 163Q: 3 clusters Score -2298880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2298877.250000 Penalty: 3475.627197
	Iteration 164Q: 3 clusters Score -2298877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2298879.500000 Penalty: 3475.627197
	Iteration 165Q: 3 clusters Score -2298880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2298879.750000 Penalty: 3475.627197
	Iteration 166Q: 3 clusters Score -2298880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2298879.750000 Penalty: 3475.627197
	Iteration 167F: 3 clusters Score -2298880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -346527.406250 Penalty: 1432.859009
	Iteration 0F: 2 clusters Score -346527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -341422.687500 Penalty: 2865.718018
	Iteration 0F: 3 clusters Score -341422.7 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -342804.281250 Penalty: 2865.718018
	Iteration 1F: 3 clusters Score -342804.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -342968.375000 Penalty: 2865.718018
	Iteration 2F: 3 clusters Score -342968.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -343099.781250 Penalty: 2865.718018
	Iteration 3Q: 3 clusters Score -343099.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -343191.875000 Penalty: 2865.718018
	Iteration 4Q: 3 clusters Score -343191.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -343260.093750 Penalty: 2865.718018
	Iteration 5Q: 3 clusters Score -343260.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -343315.750000 Penalty: 2865.718018
	Iteration 6Q: 3 clusters Score -343315.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -343358.468750 Penalty: 2865.718018
	Iteration 7Q: 3 clusters Score -343358.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -343401.281250 Penalty: 2865.718018
	Iteration 8Q: 3 clusters Score -343401.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -343455.812500 Penalty: 2865.718018
	Iteration 9Q: 3 clusters Score -343455.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -343522.906250 Penalty: 2865.718018
	Iteration 10Q: 3 clusters Score -343522.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -343603.750000 Penalty: 2865.718018
	Iteration 11Q: 3 clusters Score -343603.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -343709.031250 Penalty: 2865.718018
	Iteration 12Q: 3 clusters Score -343709 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -343831.750000 Penalty: 2865.718018
	Iteration 13Q: 3 clusters Score -343831.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -343973.281250 Penalty: 2865.718018
	Iteration 14Q: 3 clusters Score -343973.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -344142.593750 Penalty: 2865.718018
	Iteration 15Q: 3 clusters Score -344142.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -344312.718750 Penalty: 2865.718018
	Iteration 16Q: 3 clusters Score -344312.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -344479.531250 Penalty: 2865.718018
	Iteration 17Q: 3 clusters Score -344479.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -344668.281250 Penalty: 2865.718018
	Iteration 18Q: 3 clusters Score -344668.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -344817.125000 Penalty: 2865.718018
	Iteration 19Q: 3 clusters Score -344817.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -344963.843750 Penalty: 2865.718018
	Iteration 20F: 3 clusters Score -344963.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -345087.562500 Penalty: 2865.718018
	Iteration 21Q: 3 clusters Score -345087.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -345168.781250 Penalty: 2865.718018
	Iteration 22Q: 3 clusters Score -345168.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -345214.843750 Penalty: 2865.718018
	Iteration 23Q: 3 clusters Score -345214.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -345244.625000 Penalty: 2865.718018
	Iteration 24Q: 3 clusters Score -345244.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -345259.843750 Penalty: 2865.718018
	Iteration 25Q: 3 clusters Score -345259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -345267.312500 Penalty: 2865.718018
	Iteration 26Q: 3 clusters Score -345267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -345273.843750 Penalty: 2865.718018
	Iteration 27Q: 3 clusters Score -345273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -345280.468750 Penalty: 2865.718018
	Iteration 28Q: 3 clusters Score -345280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -345280.468750 Penalty: 2865.718018
	Iteration 29F: 3 clusters Score -345280.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Entering Unmasked Estep 
Score: -445250.562500 Penalty: 1468.251221
	Iteration 0F: 2 clusters Score -445250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -439146.250000 Penalty: 2936.502441
	Iteration 0F: 3 clusters Score -439146.2 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -441037.093750 Penalty: 2936.502441
	Iteration 1F: 3 clusters Score -441037.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -441268.562500 Penalty: 2936.502441
	Iteration 2F: 3 clusters Score -441268.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -441436.031250 Penalty: 2936.502441
	Iteration 3Q: 3 clusters Score -441436 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -441556.062500 Penalty: 2936.502441
	Iteration 4Q: 3 clusters Score -441556.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -441650.875000 Penalty: 2936.502441
	Iteration 5Q: 3 clusters Score -441650.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -441736.375000 Penalty: 2936.502441
	Iteration 6Q: 3 clusters Score -441736.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -441822.656250 Penalty: 2936.502441
	Iteration 7Q: 3 clusters Score -441822.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -441921.593750 Penalty: 2936.502441
	Iteration 8Q: 3 clusters Score -441921.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -442043.718750 Penalty: 2936.502441
	Iteration 9Q: 3 clusters Score -442043.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -442197.093750 Penalty: 2936.502441
	Iteration 10Q: 3 clusters Score -442197.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -442361.343750 Penalty: 2936.502441
	Iteration 11Q: 3 clusters Score -442361.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -442513.968750 Penalty: 2936.502441
	Iteration 12Q: 3 clusters Score -442514 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -442683.062500 Penalty: 2936.502441
	Iteration 13Q: 3 clusters Score -442683.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -442859.218750 Penalty: 2936.502441
	Iteration 14Q: 3 clusters Score -442859.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -442996.375000 Penalty: 2936.502441
	Iteration 15Q: 3 clusters Score -442996.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -443092.031250 Penalty: 2936.502441
	Iteration 16Q: 3 clusters Score -443092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -443154.375000 Penalty: 2936.502441
	Iteration 17Q: 3 clusters Score -443154.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -443201.000000 Penalty: 2936.502441
	Iteration 18Q: 3 clusters Score -443201 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -443244.000000 Penalty: 2936.502441
	Iteration 19Q: 3 clusters Score -443244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -443278.406250 Penalty: 2936.502441
	Iteration 20F: 3 clusters Score -443278.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -443304.125000 Penalty: 2936.502441
	Iteration 21Q: 3 clusters Score -443304.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -443327.562500 Penalty: 2936.502441
	Iteration 22Q: 3 clusters Score -443327.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -443342.562500 Penalty: 2936.502441
	Iteration 23Q: 3 clusters Score -443342.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -443361.093750 Penalty: 2936.502441
	Iteration 24Q: 3 clusters Score -443361.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -443377.437500 Penalty: 2936.502441
	Iteration 25Q: 3 clusters Score -443377.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -443390.156250 Penalty: 2936.502441
	Iteration 26Q: 3 clusters Score -443390.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -443403.031250 Penalty: 2936.502441
	Iteration 27Q: 3 clusters Score -443403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -443419.656250 Penalty: 2936.502441
	Iteration 28Q: 3 clusters Score -443419.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -443432.468750 Penalty: 2936.502441
	Iteration 29Q: 3 clusters Score -443432.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -443445.468750 Penalty: 2936.502441
	Iteration 30Q: 3 clusters Score -443445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -443455.937500 Penalty: 2936.502441
	Iteration 31Q: 3 clusters Score -443455.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -443460.937500 Penalty: 2936.502441
	Iteration 32Q: 3 clusters Score -443460.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -443467.250000 Penalty: 2936.502441
	Iteration 33Q: 3 clusters Score -443467.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -443472.843750 Penalty: 2936.502441
	Iteration 34Q: 3 clusters Score -443472.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -443478.312500 Penalty: 2936.502441
	Iteration 35Q: 3 clusters Score -443478.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -443481.687500 Penalty: 2936.502441
	Iteration 36Q: 3 clusters Score -443481.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -443487.250000 Penalty: 2936.502441
	Iteration 37Q: 3 clusters Score -443487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -443494.187500 Penalty: 2936.502441
	Iteration 38Q: 3 clusters Score -443494.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -443500.500000 Penalty: 2936.502441
	Iteration 39Q: 3 clusters Score -443500.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -443507.625000 Penalty: 2936.502441
	Iteration 40F: 3 clusters Score -443507.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -443515.656250 Penalty: 2936.502441
	Iteration 41Q: 3 clusters Score -443515.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -443528.406250 Penalty: 2936.502441
	Iteration 42Q: 3 clusters Score -443528.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -443541.406250 Penalty: 2936.502441
	Iteration 43Q: 3 clusters Score -443541.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -443553.156250 Penalty: 2936.502441
	Iteration 44Q: 3 clusters Score -443553.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -443562.468750 Penalty: 2936.502441
	Iteration 45Q: 3 clusters Score -443562.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -443569.593750 Penalty: 2936.502441
	Iteration 46Q: 3 clusters Score -443569.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -443574.062500 Penalty: 2936.502441
	Iteration 47Q: 3 clusters Score -443574.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -443578.656250 Penalty: 2936.502441
	Iteration 48Q: 3 clusters Score -443578.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -443580.906250 Penalty: 2936.502441
	Iteration 49Q: 3 clusters Score -443580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -443582.750000 Penalty: 2936.502441
	Iteration 50Q: 3 clusters Score -443582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -443583.500000 Penalty: 2936.502441
	Iteration 51Q: 3 clusters Score -443583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -443584.468750 Penalty: 2936.502441
	Iteration 52Q: 3 clusters Score -443584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -443585.937500 Penalty: 2936.502441
	Iteration 53Q: 3 clusters Score -443585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -443586.250000 Penalty: 2936.502441
	Iteration 54Q: 3 clusters Score -443586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -443586.656250 Penalty: 2936.502441
	Iteration 55Q: 3 clusters Score -443586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -443585.968750 Penalty: 2936.502441
	Iteration 56Q: 3 clusters Score -443586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -443585.968750 Penalty: 2936.502441
	Iteration 57F: 3 clusters Score -443586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (209078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209078 members 
Entering Unmasked Estep 
Score: -10905354.000000 Penalty: 1990.700195
	Iteration 0F: 2 clusters Score -1.090535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -10764430.000000 Penalty: 3981.400391
	Iteration 0F: 3 clusters Score -1.076443e+07 nChanged 101615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -10825093.000000 Penalty: 3981.400391
	Iteration 1F: 3 clusters Score -1.082509e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -10826376.000000 Penalty: 3981.400391
	Iteration 2Q: 3 clusters Score -1.082638e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -10827935.000000 Penalty: 3981.400391
	Iteration 3Q: 3 clusters Score -1.082794e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 121978 members 
Entering Unmasked Estep 
Score: -10830676.000000 Penalty: 3981.400391
	Iteration 4Q: 3 clusters Score -1.083068e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -10835559.000000 Penalty: 3981.400391
	Iteration 5Q: 3 clusters Score -1.083556e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 145280 members 
Entering Unmasked Estep 
Score: -10844587.000000 Penalty: 3981.400391
	Iteration 6F: 3 clusters Score -1.084459e+07 nChanged 17883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -10859638.000000 Penalty: 3981.400391
	Iteration 7F: 3 clusters Score -1.085964e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 182207 members 
Entering Unmasked Estep 
Score: -10877916.000000 Penalty: 3981.400391
	Iteration 8F: 3 clusters Score -1.087792e+07 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -10892164.000000 Penalty: 3981.400391
	Iteration 9F: 3 clusters Score -1.089216e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 204483 members 
Entering Unmasked Estep 
Score: -10899414.000000 Penalty: 3981.400391
	Iteration 10Q: 3 clusters Score -1.089941e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 207557 members 
Entering Unmasked Estep 
Score: -10902208.000000 Penalty: 3981.400391
	Iteration 11Q: 3 clusters Score -1.090221e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 208521 members 
Entering Unmasked Estep 
Score: -10903060.000000 Penalty: 3981.400391
	Iteration 12Q: 3 clusters Score -1.090306e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 208773 members 
Entering Unmasked Estep 
Score: -10903299.000000 Penalty: 3981.400391
	Iteration 13Q: 3 clusters Score -1.09033e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 208854 members 
Entering Unmasked Estep 
Score: -10903406.000000 Penalty: 3981.400391
	Iteration 14Q: 3 clusters Score -1.090341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208886 members 
Entering Unmasked Estep 
Score: -10903463.000000 Penalty: 3981.400391
	Iteration 15Q: 3 clusters Score -1.090346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208901 members 
Entering Unmasked Estep 
Score: -10903493.000000 Penalty: 3981.400391
	Iteration 16Q: 3 clusters Score -1.090349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208903 members 
Entering Unmasked Estep 
Score: -10903509.000000 Penalty: 3981.400391
	Iteration 17Q: 3 clusters Score -1.090351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208907 members 
Entering Unmasked Estep 
Score: -10903520.000000 Penalty: 3981.400391
	Iteration 18Q: 3 clusters Score -1.090352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 208912 members 
Entering Unmasked Estep 
Score: -10903536.000000 Penalty: 3981.400391
	Iteration 19Q: 3 clusters Score -1.090354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 208914 members 
Entering Unmasked Estep 
Score: -10903537.000000 Penalty: 3981.400391
	Iteration 20F: 3 clusters Score -1.090354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208917 members 
Entering Unmasked Estep 
Score: -10903542.000000 Penalty: 3981.400391
	Iteration 21Q: 3 clusters Score -1.090354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 208918 members 
Entering Unmasked Estep 
Score: -10903547.000000 Penalty: 3981.400391
	Iteration 22Q: 3 clusters Score -1.090355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208917 members 
Entering Unmasked Estep 
Score: -10903548.000000 Penalty: 3981.400391
	Iteration 23Q: 3 clusters Score -1.090355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208917 members 
Entering Unmasked Estep 
Score: -10903548.000000 Penalty: 3981.400391
	Iteration 24F: 3 clusters Score -1.090355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -127946.906250 Penalty: 1280.876099
	Iteration 0F: 2 clusters Score -127946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -125448.625000 Penalty: 2561.752197
	Iteration 0F: 3 clusters Score -125448.6 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -126015.867188 Penalty: 2561.752197
	Iteration 1F: 3 clusters Score -126015.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -126166.054688 Penalty: 2561.752197
	Iteration 2F: 3 clusters Score -126166.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -126240.039062 Penalty: 2561.752197
	Iteration 3Q: 3 clusters Score -126240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -126291.843750 Penalty: 2561.752197
	Iteration 4Q: 3 clusters Score -126291.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -126344.234375 Penalty: 2561.752197
	Iteration 5Q: 3 clusters Score -126344.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -126393.804688 Penalty: 2561.752197
	Iteration 6Q: 3 clusters Score -126393.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -126443.765625 Penalty: 2561.752197
	Iteration 7Q: 3 clusters Score -126443.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -126486.992188 Penalty: 2561.752197
	Iteration 8Q: 3 clusters Score -126487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -126532.656250 Penalty: 2561.752197
	Iteration 9Q: 3 clusters Score -126532.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -126578.359375 Penalty: 2561.752197
	Iteration 10Q: 3 clusters Score -126578.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -126619.085938 Penalty: 2561.752197
	Iteration 11Q: 3 clusters Score -126619.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -126650.734375 Penalty: 2561.752197
	Iteration 12Q: 3 clusters Score -126650.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -126686.968750 Penalty: 2561.752197
	Iteration 13Q: 3 clusters Score -126687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126713.460938 Penalty: 2561.752197
	Iteration 14Q: 3 clusters Score -126713.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126743.351562 Penalty: 2561.752197
	Iteration 15Q: 3 clusters Score -126743.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126773.421875 Penalty: 2561.752197
	Iteration 16Q: 3 clusters Score -126773.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126800.484375 Penalty: 2561.752197
	Iteration 17Q: 3 clusters Score -126800.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -126823.585938 Penalty: 2561.752197
	Iteration 18Q: 3 clusters Score -126823.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126848.007812 Penalty: 2561.752197
	Iteration 19Q: 3 clusters Score -126848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -126868.125000 Penalty: 2561.752197
	Iteration 20F: 3 clusters Score -126868.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126881.914062 Penalty: 2561.752197
	Iteration 21Q: 3 clusters Score -126881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126889.476562 Penalty: 2561.752197
	Iteration 22Q: 3 clusters Score -126889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126893.218750 Penalty: 2561.752197
	Iteration 23Q: 3 clusters Score -126893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126899.351562 Penalty: 2561.752197
	Iteration 24Q: 3 clusters Score -126899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126904.203125 Penalty: 2561.752197
	Iteration 25Q: 3 clusters Score -126904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126906.546875 Penalty: 2561.752197
	Iteration 26Q: 3 clusters Score -126906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126908.226562 Penalty: 2561.752197
	Iteration 27Q: 3 clusters Score -126908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126911.648438 Penalty: 2561.752197
	Iteration 28Q: 3 clusters Score -126911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126914.203125 Penalty: 2561.752197
	Iteration 29Q: 3 clusters Score -126914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126914.734375 Penalty: 2561.752197
	Iteration 30Q: 3 clusters Score -126914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126915.304688 Penalty: 2561.752197
	Iteration 31Q: 3 clusters Score -126915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126915.304688 Penalty: 2561.752197
	Iteration 32F: 3 clusters Score -126915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Entering Unmasked Estep 
Score: -2933632.500000 Penalty: 1778.522461
	Iteration 0F: 2 clusters Score -2933632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2895619.000000 Penalty: 3557.044922
	Iteration 0F: 3 clusters Score -2895619 nChanged 26741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -2911243.000000 Penalty: 3557.044922
	Iteration 1F: 3 clusters Score -2911243 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -2911976.000000 Penalty: 3557.044922
	Iteration 2Q: 3 clusters Score -2911976 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2912798.000000 Penalty: 3557.044922
	Iteration 3Q: 3 clusters Score -2912798 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2913780.750000 Penalty: 3557.044922
	Iteration 4Q: 3 clusters Score -2913781 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2915066.000000 Penalty: 3557.044922
	Iteration 5Q: 3 clusters Score -2915066 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2916680.000000 Penalty: 3557.044922
	Iteration 6F: 3 clusters Score -2916680 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2918596.250000 Penalty: 3557.044922
	Iteration 7F: 3 clusters Score -2918596 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2920726.750000 Penalty: 3557.044922
	Iteration 8F: 3 clusters Score -2920727 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2922937.750000 Penalty: 3557.044922
	Iteration 9F: 3 clusters Score -2922938 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2925243.250000 Penalty: 3557.044922
	Iteration 10F: 3 clusters Score -2925243 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2927377.500000 Penalty: 3557.044922
	Iteration 11F: 3 clusters Score -2927378 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2929072.000000 Penalty: 3557.044922
	Iteration 12Q: 3 clusters Score -2929072 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2930225.250000 Penalty: 3557.044922
	Iteration 13Q: 3 clusters Score -2930225 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2930946.750000 Penalty: 3557.044922
	Iteration 14Q: 3 clusters Score -2930947 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2931429.000000 Penalty: 3557.044922
	Iteration 15Q: 3 clusters Score -2931429 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2931746.250000 Penalty: 3557.044922
	Iteration 16Q: 3 clusters Score -2931746 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2931943.500000 Penalty: 3557.044922
	Iteration 17Q: 3 clusters Score -2931944 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2932041.000000 Penalty: 3557.044922
	Iteration 18Q: 3 clusters Score -2932041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2932098.500000 Penalty: 3557.044922
	Iteration 19Q: 3 clusters Score -2932098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2932135.750000 Penalty: 3557.044922
	Iteration 20F: 3 clusters Score -2932136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2932154.500000 Penalty: 3557.044922
	Iteration 21Q: 3 clusters Score -2932154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2932182.250000 Penalty: 3557.044922
	Iteration 22Q: 3 clusters Score -2932182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2932196.250000 Penalty: 3557.044922
	Iteration 23Q: 3 clusters Score -2932196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2932208.250000 Penalty: 3557.044922
	Iteration 24Q: 3 clusters Score -2932208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2932218.750000 Penalty: 3557.044922
	Iteration 25Q: 3 clusters Score -2932219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2932222.750000 Penalty: 3557.044922
	Iteration 26Q: 3 clusters Score -2932223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2932226.500000 Penalty: 3557.044922
	Iteration 27Q: 3 clusters Score -2932226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2932234.500000 Penalty: 3557.044922
	Iteration 28Q: 3 clusters Score -2932234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2932241.250000 Penalty: 3557.044922
	Iteration 29Q: 3 clusters Score -2932241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2932248.000000 Penalty: 3557.044922
	Iteration 30Q: 3 clusters Score -2932248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2932254.250000 Penalty: 3557.044922
	Iteration 31Q: 3 clusters Score -2932254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2932257.750000 Penalty: 3557.044922
	Iteration 32Q: 3 clusters Score -2932258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2932264.250000 Penalty: 3557.044922
	Iteration 33Q: 3 clusters Score -2932264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2932270.000000 Penalty: 3557.044922
	Iteration 34Q: 3 clusters Score -2932270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2932271.500000 Penalty: 3557.044922
	Iteration 35Q: 3 clusters Score -2932272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2932271.500000 Penalty: 3557.044922
	Iteration 36F: 3 clusters Score -2932272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9447 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56664 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 209078 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533728.000000 Penalty: 36418.070312
Iteration 239Q: 18 clusters Score -2.653373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69525 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56671 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 209078 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 56656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533720.000000 Penalty: 36418.070312
Iteration 240F: 18 clusters Score -2.653372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69526 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56674 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 209079 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533716.000000 Penalty: 36418.070312
Iteration 241Q: 18 clusters Score -2.653372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69526 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56675 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 209080 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533724.000000 Penalty: 36418.070312
Iteration 242Q: 18 clusters Score -2.653372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 69526 members 
Mstep: Class 6 contains 9444 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 56675 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 209080 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 56655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533724.000000 Penalty: 36418.070312
Iteration 243F: 18 clusters Score -2.653372e+07 nChanged 0
Entering ConstructFrom: 
Score: -26533724.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -929349.437500 Penalty: 1586.910645
	Iteration 0F: 2 clusters Score -929349.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -917474.500000 Penalty: 3173.821289
	Iteration 0F: 3 clusters Score -917474.5 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -921913.125000 Penalty: 3173.821289
	Iteration 1F: 3 clusters Score -921913.1 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -922413.875000 Penalty: 3173.821289
	Iteration 2F: 3 clusters Score -922413.9 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -922857.125000 Penalty: 3173.821289
	Iteration 3F: 3 clusters Score -922857.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -923316.250000 Penalty: 3173.821289
	Iteration 4F: 3 clusters Score -923316.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -923833.000000 Penalty: 3173.821289
	Iteration 5F: 3 clusters Score -923833 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -924360.750000 Penalty: 3173.821289
	Iteration 6F: 3 clusters Score -924360.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -924933.562500 Penalty: 3173.821289
	Iteration 7F: 3 clusters Score -924933.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -925511.312500 Penalty: 3173.821289
	Iteration 8F: 3 clusters Score -925511.3 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -925991.750000 Penalty: 3173.821289
	Iteration 9Q: 3 clusters Score -925991.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -926341.875000 Penalty: 3173.821289
	Iteration 10Q: 3 clusters Score -926341.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -926561.187500 Penalty: 3173.821289
	Iteration 11Q: 3 clusters Score -926561.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -926702.875000 Penalty: 3173.821289
	Iteration 12Q: 3 clusters Score -926702.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -926781.562500 Penalty: 3173.821289
	Iteration 13Q: 3 clusters Score -926781.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -926839.812500 Penalty: 3173.821289
	Iteration 14Q: 3 clusters Score -926839.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -926888.250000 Penalty: 3173.821289
	Iteration 15Q: 3 clusters Score -926888.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -926933.375000 Penalty: 3173.821289
	Iteration 16Q: 3 clusters Score -926933.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -926973.562500 Penalty: 3173.821289
	Iteration 17Q: 3 clusters Score -926973.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -927008.562500 Penalty: 3173.821289
	Iteration 18Q: 3 clusters Score -927008.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -927044.875000 Penalty: 3173.821289
	Iteration 19Q: 3 clusters Score -927044.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -927080.875000 Penalty: 3173.821289
	Iteration 20F: 3 clusters Score -927080.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -927112.562500 Penalty: 3173.821289
	Iteration 21Q: 3 clusters Score -927112.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -927133.750000 Penalty: 3173.821289
	Iteration 22Q: 3 clusters Score -927133.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -927161.687500 Penalty: 3173.821289
	Iteration 23Q: 3 clusters Score -927161.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -927182.062500 Penalty: 3173.821289
	Iteration 24Q: 3 clusters Score -927182.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -927194.125000 Penalty: 3173.821289
	Iteration 25Q: 3 clusters Score -927194.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -927202.562500 Penalty: 3173.821289
	Iteration 26Q: 3 clusters Score -927202.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -927214.812500 Penalty: 3173.821289
	Iteration 27Q: 3 clusters Score -927214.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -927219.062500 Penalty: 3173.821289
	Iteration 28Q: 3 clusters Score -927219.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -927232.312500 Penalty: 3173.821289
	Iteration 29Q: 3 clusters Score -927232.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -927239.875000 Penalty: 3173.821289
	Iteration 30Q: 3 clusters Score -927239.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -927249.875000 Penalty: 3173.821289
	Iteration 31Q: 3 clusters Score -927249.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -927263.250000 Penalty: 3173.821289
	Iteration 32Q: 3 clusters Score -927263.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -927272.937500 Penalty: 3173.821289
	Iteration 33Q: 3 clusters Score -927272.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -927285.125000 Penalty: 3173.821289
	Iteration 34Q: 3 clusters Score -927285.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -927301.000000 Penalty: 3173.821289
	Iteration 35Q: 3 clusters Score -927301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -927306.937500 Penalty: 3173.821289
	Iteration 36Q: 3 clusters Score -927306.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -927318.625000 Penalty: 3173.821289
	Iteration 37Q: 3 clusters Score -927318.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -927321.437500 Penalty: 3173.821289
	Iteration 38Q: 3 clusters Score -927321.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -927326.375000 Penalty: 3173.821289
	Iteration 39Q: 3 clusters Score -927326.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -927330.687500 Penalty: 3173.821289
	Iteration 40F: 3 clusters Score -927330.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -927332.250000 Penalty: 3173.821289
	Iteration 41Q: 3 clusters Score -927332.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -927334.562500 Penalty: 3173.821289
	Iteration 42Q: 3 clusters Score -927334.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -927340.875000 Penalty: 3173.821289
	Iteration 43Q: 3 clusters Score -927340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -927346.062500 Penalty: 3173.821289
	Iteration 44Q: 3 clusters Score -927346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -927349.562500 Penalty: 3173.821289
	Iteration 45Q: 3 clusters Score -927349.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -927355.750000 Penalty: 3173.821289
	Iteration 46Q: 3 clusters Score -927355.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -927358.687500 Penalty: 3173.821289
	Iteration 47Q: 3 clusters Score -927358.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -927361.937500 Penalty: 3173.821289
	Iteration 48Q: 3 clusters Score -927361.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -927368.937500 Penalty: 3173.821289
	Iteration 49Q: 3 clusters Score -927368.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -927369.500000 Penalty: 3173.821289
	Iteration 50Q: 3 clusters Score -927369.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -927377.625000 Penalty: 3173.821289
	Iteration 51Q: 3 clusters Score -927377.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -927381.625000 Penalty: 3173.821289
	Iteration 52Q: 3 clusters Score -927381.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -927383.562500 Penalty: 3173.821289
	Iteration 53Q: 3 clusters Score -927383.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -927387.375000 Penalty: 3173.821289
	Iteration 54Q: 3 clusters Score -927387.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -927389.562500 Penalty: 3173.821289
	Iteration 55Q: 3 clusters Score -927389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -927394.125000 Penalty: 3173.821289
	Iteration 56Q: 3 clusters Score -927394.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -927395.625000 Penalty: 3173.821289
	Iteration 57Q: 3 clusters Score -927395.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -927399.062500 Penalty: 3173.821289
	Iteration 58Q: 3 clusters Score -927399.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -927403.937500 Penalty: 3173.821289
	Iteration 59Q: 3 clusters Score -927403.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -927403.500000 Penalty: 3173.821289
	Iteration 60F: 3 clusters Score -927403.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -927407.625000 Penalty: 3173.821289
	Iteration 61Q: 3 clusters Score -927407.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -927410.250000 Penalty: 3173.821289
	Iteration 62Q: 3 clusters Score -927410.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -927418.125000 Penalty: 3173.821289
	Iteration 63Q: 3 clusters Score -927418.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -927421.812500 Penalty: 3173.821289
	Iteration 64Q: 3 clusters Score -927421.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -927425.750000 Penalty: 3173.821289
	Iteration 65Q: 3 clusters Score -927425.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -927427.125000 Penalty: 3173.821289
	Iteration 66Q: 3 clusters Score -927427.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -927430.500000 Penalty: 3173.821289
	Iteration 67Q: 3 clusters Score -927430.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -927434.812500 Penalty: 3173.821289
	Iteration 68Q: 3 clusters Score -927434.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -927439.625000 Penalty: 3173.821289
	Iteration 69Q: 3 clusters Score -927439.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -927443.062500 Penalty: 3173.821289
	Iteration 70Q: 3 clusters Score -927443.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -927454.312500 Penalty: 3173.821289
	Iteration 71Q: 3 clusters Score -927454.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -927460.437500 Penalty: 3173.821289
	Iteration 72Q: 3 clusters Score -927460.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -927463.187500 Penalty: 3173.821289
	Iteration 73Q: 3 clusters Score -927463.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -927472.875000 Penalty: 3173.821289
	Iteration 74Q: 3 clusters Score -927472.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -927480.750000 Penalty: 3173.821289
	Iteration 75Q: 3 clusters Score -927480.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -927487.187500 Penalty: 3173.821289
	Iteration 76Q: 3 clusters Score -927487.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -927491.687500 Penalty: 3173.821289
	Iteration 77Q: 3 clusters Score -927491.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -927498.437500 Penalty: 3173.821289
	Iteration 78Q: 3 clusters Score -927498.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -927505.187500 Penalty: 3173.821289
	Iteration 79Q: 3 clusters Score -927505.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -927512.250000 Penalty: 3173.821289
	Iteration 80F: 3 clusters Score -927512.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -927518.437500 Penalty: 3173.821289
	Iteration 81Q: 3 clusters Score -927518.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -927522.187500 Penalty: 3173.821289
	Iteration 82Q: 3 clusters Score -927522.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -927525.000000 Penalty: 3173.821289
	Iteration 83Q: 3 clusters Score -927525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -927531.125000 Penalty: 3173.821289
	Iteration 84Q: 3 clusters Score -927531.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -927535.812500 Penalty: 3173.821289
	Iteration 85Q: 3 clusters Score -927535.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -927540.062500 Penalty: 3173.821289
	Iteration 86Q: 3 clusters Score -927540.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -927546.250000 Penalty: 3173.821289
	Iteration 87Q: 3 clusters Score -927546.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -927553.375000 Penalty: 3173.821289
	Iteration 88Q: 3 clusters Score -927553.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -927557.250000 Penalty: 3173.821289
	Iteration 89Q: 3 clusters Score -927557.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -927562.750000 Penalty: 3173.821289
	Iteration 90Q: 3 clusters Score -927562.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -927568.375000 Penalty: 3173.821289
	Iteration 91Q: 3 clusters Score -927568.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -927577.062500 Penalty: 3173.821289
	Iteration 92Q: 3 clusters Score -927577.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -927583.625000 Penalty: 3173.821289
	Iteration 93Q: 3 clusters Score -927583.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -927585.312500 Penalty: 3173.821289
	Iteration 94Q: 3 clusters Score -927585.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -927591.187500 Penalty: 3173.821289
	Iteration 95Q: 3 clusters Score -927591.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -927596.375000 Penalty: 3173.821289
	Iteration 96Q: 3 clusters Score -927596.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -927601.500000 Penalty: 3173.821289
	Iteration 97Q: 3 clusters Score -927601.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -927607.937500 Penalty: 3173.821289
	Iteration 98Q: 3 clusters Score -927607.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -927615.312500 Penalty: 3173.821289
	Iteration 99Q: 3 clusters Score -927615.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -927623.562500 Penalty: 3173.821289
	Iteration 100F: 3 clusters Score -927623.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -927630.250000 Penalty: 3173.821289
	Iteration 101Q: 3 clusters Score -927630.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -927632.875000 Penalty: 3173.821289
	Iteration 102Q: 3 clusters Score -927632.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -927640.687500 Penalty: 3173.821289
	Iteration 103Q: 3 clusters Score -927640.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -927644.562500 Penalty: 3173.821289
	Iteration 104Q: 3 clusters Score -927644.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -927656.562500 Penalty: 3173.821289
	Iteration 105Q: 3 clusters Score -927656.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -927662.312500 Penalty: 3173.821289
	Iteration 106Q: 3 clusters Score -927662.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -927673.375000 Penalty: 3173.821289
	Iteration 107Q: 3 clusters Score -927673.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -927686.562500 Penalty: 3173.821289
	Iteration 108Q: 3 clusters Score -927686.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -927700.875000 Penalty: 3173.821289
	Iteration 109Q: 3 clusters Score -927700.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -927713.562500 Penalty: 3173.821289
	Iteration 110Q: 3 clusters Score -927713.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -927725.875000 Penalty: 3173.821289
	Iteration 111Q: 3 clusters Score -927725.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -927731.187500 Penalty: 3173.821289
	Iteration 112Q: 3 clusters Score -927731.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -927739.312500 Penalty: 3173.821289
	Iteration 113Q: 3 clusters Score -927739.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -927745.312500 Penalty: 3173.821289
	Iteration 114Q: 3 clusters Score -927745.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -927751.437500 Penalty: 3173.821289
	Iteration 115Q: 3 clusters Score -927751.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -927751.000000 Penalty: 3173.821289
	Iteration 116Q: 3 clusters Score -927751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -927758.937500 Penalty: 3173.821289
	Iteration 117Q: 3 clusters Score -927758.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -927760.437500 Penalty: 3173.821289
	Iteration 118Q: 3 clusters Score -927760.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -927767.937500 Penalty: 3173.821289
	Iteration 119Q: 3 clusters Score -927767.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -927773.312500 Penalty: 3173.821289
	Iteration 120F: 3 clusters Score -927773.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -927776.000000 Penalty: 3173.821289
	Iteration 121Q: 3 clusters Score -927776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -927780.937500 Penalty: 3173.821289
	Iteration 122Q: 3 clusters Score -927780.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -927786.875000 Penalty: 3173.821289
	Iteration 123Q: 3 clusters Score -927786.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -927795.500000 Penalty: 3173.821289
	Iteration 124Q: 3 clusters Score -927795.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -927804.750000 Penalty: 3173.821289
	Iteration 125Q: 3 clusters Score -927804.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -927812.250000 Penalty: 3173.821289
	Iteration 126Q: 3 clusters Score -927812.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -927818.687500 Penalty: 3173.821289
	Iteration 127Q: 3 clusters Score -927818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -927824.875000 Penalty: 3173.821289
	Iteration 128Q: 3 clusters Score -927824.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -927834.187500 Penalty: 3173.821289
	Iteration 129Q: 3 clusters Score -927834.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -927842.937500 Penalty: 3173.821289
	Iteration 130Q: 3 clusters Score -927842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -927853.812500 Penalty: 3173.821289
	Iteration 131Q: 3 clusters Score -927853.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -927866.125000 Penalty: 3173.821289
	Iteration 132Q: 3 clusters Score -927866.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -927880.062500 Penalty: 3173.821289
	Iteration 133Q: 3 clusters Score -927880.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -927889.187500 Penalty: 3173.821289
	Iteration 134Q: 3 clusters Score -927889.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -927900.687500 Penalty: 3173.821289
	Iteration 135Q: 3 clusters Score -927900.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -927914.062500 Penalty: 3173.821289
	Iteration 136Q: 3 clusters Score -927914.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -927919.750000 Penalty: 3173.821289
	Iteration 137Q: 3 clusters Score -927919.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -927926.437500 Penalty: 3173.821289
	Iteration 138Q: 3 clusters Score -927926.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -927931.937500 Penalty: 3173.821289
	Iteration 139Q: 3 clusters Score -927931.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -927934.437500 Penalty: 3173.821289
	Iteration 140F: 3 clusters Score -927934.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -927939.562500 Penalty: 3173.821289
	Iteration 141Q: 3 clusters Score -927939.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -927939.875000 Penalty: 3173.821289
	Iteration 142Q: 3 clusters Score -927939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -927940.250000 Penalty: 3173.821289
	Iteration 143Q: 3 clusters Score -927940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -927941.437500 Penalty: 3173.821289
	Iteration 144Q: 3 clusters Score -927941.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -927946.062500 Penalty: 3173.821289
	Iteration 145Q: 3 clusters Score -927946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -927945.562500 Penalty: 3173.821289
	Iteration 146Q: 3 clusters Score -927945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -927946.687500 Penalty: 3173.821289
	Iteration 147Q: 3 clusters Score -927946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -927947.562500 Penalty: 3173.821289
	Iteration 148Q: 3 clusters Score -927947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -927950.000000 Penalty: 3173.821289
	Iteration 149Q: 3 clusters Score -927950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -927948.375000 Penalty: 3173.821289
	Iteration 150Q: 3 clusters Score -927948.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -927951.375000 Penalty: 3173.821289
	Iteration 151Q: 3 clusters Score -927951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -927949.062500 Penalty: 3173.821289
	Iteration 152Q: 3 clusters Score -927949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -927953.312500 Penalty: 3173.821289
	Iteration 153Q: 3 clusters Score -927953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -927955.312500 Penalty: 3173.821289
	Iteration 154Q: 3 clusters Score -927955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -927955.312500 Penalty: 3173.821289
	Iteration 155Q: 3 clusters Score -927955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -927956.500000 Penalty: 3173.821289
	Iteration 156Q: 3 clusters Score -927956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -927958.812500 Penalty: 3173.821289
	Iteration 157Q: 3 clusters Score -927958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -927958.625000 Penalty: 3173.821289
	Iteration 158Q: 3 clusters Score -927958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -927955.937500 Penalty: 3173.821289
	Iteration 159Q: 3 clusters Score -927955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -927958.312500 Penalty: 3173.821289
	Iteration 160F: 3 clusters Score -927958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -927957.312500 Penalty: 3173.821289
	Iteration 161Q: 3 clusters Score -927957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -927957.250000 Penalty: 3173.821289
	Iteration 162Q: 3 clusters Score -927957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -927959.500000 Penalty: 3173.821289
	Iteration 163Q: 3 clusters Score -927959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -927957.875000 Penalty: 3173.821289
	Iteration 164Q: 3 clusters Score -927957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -927958.812500 Penalty: 3173.821289
	Iteration 165Q: 3 clusters Score -927958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -927960.687500 Penalty: 3173.821289
	Iteration 166Q: 3 clusters Score -927960.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -927961.625000 Penalty: 3173.821289
	Iteration 167Q: 3 clusters Score -927961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -927961.625000 Penalty: 3173.821289
	Iteration 168Q: 3 clusters Score -927961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -927963.750000 Penalty: 3173.821289
	Iteration 169Q: 3 clusters Score -927963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -927964.125000 Penalty: 3173.821289
	Iteration 170Q: 3 clusters Score -927964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -927966.687500 Penalty: 3173.821289
	Iteration 171Q: 3 clusters Score -927966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -927964.812500 Penalty: 3173.821289
	Iteration 172Q: 3 clusters Score -927964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -927964.375000 Penalty: 3173.821289
	Iteration 173Q: 3 clusters Score -927964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -927963.500000 Penalty: 3173.821289
	Iteration 174Q: 3 clusters Score -927963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -927965.375000 Penalty: 3173.821289
	Iteration 175Q: 3 clusters Score -927965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -927965.375000 Penalty: 3173.821289
	Iteration 176Q: 3 clusters Score -927965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -927965.375000 Penalty: 3173.821289
	Iteration 177F: 3 clusters Score -927965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -205145.343750 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -205145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -201858.875000 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -201858.9 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -202723.281250 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -202723.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -202859.171875 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -202859.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -202948.218750 Penalty: 2689.580078
	Iteration 3Q: 3 clusters Score -202948.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -203004.218750 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -203004.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -203041.921875 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -203041.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -203064.531250 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -203064.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -203088.593750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -203088.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -203104.484375 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -203104.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -203117.937500 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -203117.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -203128.484375 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -203128.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -203141.656250 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -203141.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -203156.625000 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -203156.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -203174.796875 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -203174.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -203192.531250 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -203192.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -203213.687500 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -203213.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -203235.937500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -203235.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203263.156250 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -203263.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203298.093750 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -203298.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -203331.421875 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -203331.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -203372.328125 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -203372.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203408.609375 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -203408.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -203445.859375 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -203445.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -203498.468750 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -203498.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203549.671875 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -203549.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -203602.140625 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -203602.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -203643.515625 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -203643.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -203691.578125 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -203691.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -203742.640625 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -203742.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -203782.906250 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -203782.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -203813.953125 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -203814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -203836.953125 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -203837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203856.421875 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -203856.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -203883.312500 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -203883.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -203910.718750 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -203910.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -203930.937500 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -203930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -203943.687500 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -203943.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -203958.281250 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -203958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -203968.265625 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -203968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -203973.531250 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -203973.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -203978.203125 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -203978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -203981.328125 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -203981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -203982.796875 Penalty: 2689.580078
	Iteration 42Q: 3 clusters Score -203982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -203984.828125 Penalty: 2689.580078
	Iteration 43Q: 3 clusters Score -203984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -203988.812500 Penalty: 2689.580078
	Iteration 44Q: 3 clusters Score -203988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -203991.453125 Penalty: 2689.580078
	Iteration 45Q: 3 clusters Score -203991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -203993.312500 Penalty: 2689.580078
	Iteration 46Q: 3 clusters Score -203993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -203994.921875 Penalty: 2689.580078
	Iteration 47Q: 3 clusters Score -203994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -203995.828125 Penalty: 2689.580078
	Iteration 48Q: 3 clusters Score -203995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -203997.265625 Penalty: 2689.580078
	Iteration 49Q: 3 clusters Score -203997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -203998.703125 Penalty: 2689.580078
	Iteration 50Q: 3 clusters Score -203998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -203999.203125 Penalty: 2689.580078
	Iteration 51Q: 3 clusters Score -203999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -203999.656250 Penalty: 2689.580078
	Iteration 52Q: 3 clusters Score -203999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -203999.656250 Penalty: 2689.580078
	Iteration 53F: 3 clusters Score -203999.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -453527.187500 Penalty: 1471.471069
	Iteration 0F: 2 clusters Score -453527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -447306.593750 Penalty: 2942.942139
	Iteration 0F: 3 clusters Score -447306.6 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -449125.593750 Penalty: 2942.942139
	Iteration 1F: 3 clusters Score -449125.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -449301.468750 Penalty: 2942.942139
	Iteration 2F: 3 clusters Score -449301.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -449431.750000 Penalty: 2942.942139
	Iteration 3Q: 3 clusters Score -449431.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -449556.468750 Penalty: 2942.942139
	Iteration 4Q: 3 clusters Score -449556.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -449685.093750 Penalty: 2942.942139
	Iteration 5Q: 3 clusters Score -449685.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -449798.250000 Penalty: 2942.942139
	Iteration 6Q: 3 clusters Score -449798.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -449946.687500 Penalty: 2942.942139
	Iteration 7Q: 3 clusters Score -449946.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -450110.500000 Penalty: 2942.942139
	Iteration 8Q: 3 clusters Score -450110.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -450281.000000 Penalty: 2942.942139
	Iteration 9Q: 3 clusters Score -450281 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -450440.375000 Penalty: 2942.942139
	Iteration 10Q: 3 clusters Score -450440.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -450583.750000 Penalty: 2942.942139
	Iteration 11Q: 3 clusters Score -450583.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -450717.218750 Penalty: 2942.942139
	Iteration 12Q: 3 clusters Score -450717.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -450858.968750 Penalty: 2942.942139
	Iteration 13Q: 3 clusters Score -450859 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -450965.343750 Penalty: 2942.942139
	Iteration 14Q: 3 clusters Score -450965.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -451045.062500 Penalty: 2942.942139
	Iteration 15Q: 3 clusters Score -451045.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -451109.125000 Penalty: 2942.942139
	Iteration 16Q: 3 clusters Score -451109.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -451172.656250 Penalty: 2942.942139
	Iteration 17Q: 3 clusters Score -451172.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -451220.218750 Penalty: 2942.942139
	Iteration 18Q: 3 clusters Score -451220.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -451259.125000 Penalty: 2942.942139
	Iteration 19Q: 3 clusters Score -451259.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -451291.531250 Penalty: 2942.942139
	Iteration 20F: 3 clusters Score -451291.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -451321.937500 Penalty: 2942.942139
	Iteration 21Q: 3 clusters Score -451321.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -451349.031250 Penalty: 2942.942139
	Iteration 22Q: 3 clusters Score -451349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -451372.468750 Penalty: 2942.942139
	Iteration 23Q: 3 clusters Score -451372.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -451390.781250 Penalty: 2942.942139
	Iteration 24Q: 3 clusters Score -451390.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -451403.000000 Penalty: 2942.942139
	Iteration 25Q: 3 clusters Score -451403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -451415.375000 Penalty: 2942.942139
	Iteration 26Q: 3 clusters Score -451415.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -451427.468750 Penalty: 2942.942139
	Iteration 27Q: 3 clusters Score -451427.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -451439.531250 Penalty: 2942.942139
	Iteration 28Q: 3 clusters Score -451439.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -451445.812500 Penalty: 2942.942139
	Iteration 29Q: 3 clusters Score -451445.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -451453.500000 Penalty: 2942.942139
	Iteration 30Q: 3 clusters Score -451453.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -451461.656250 Penalty: 2942.942139
	Iteration 31Q: 3 clusters Score -451461.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -451468.593750 Penalty: 2942.942139
	Iteration 32Q: 3 clusters Score -451468.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -451477.187500 Penalty: 2942.942139
	Iteration 33Q: 3 clusters Score -451477.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -451485.656250 Penalty: 2942.942139
	Iteration 34Q: 3 clusters Score -451485.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -451497.875000 Penalty: 2942.942139
	Iteration 35Q: 3 clusters Score -451497.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -451514.250000 Penalty: 2942.942139
	Iteration 36Q: 3 clusters Score -451514.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -451529.687500 Penalty: 2942.942139
	Iteration 37Q: 3 clusters Score -451529.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -451546.812500 Penalty: 2942.942139
	Iteration 38Q: 3 clusters Score -451546.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -451559.250000 Penalty: 2942.942139
	Iteration 39Q: 3 clusters Score -451559.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -451574.250000 Penalty: 2942.942139
	Iteration 40F: 3 clusters Score -451574.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -451596.750000 Penalty: 2942.942139
	Iteration 41Q: 3 clusters Score -451596.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -451613.687500 Penalty: 2942.942139
	Iteration 42Q: 3 clusters Score -451613.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -451628.406250 Penalty: 2942.942139
	Iteration 43Q: 3 clusters Score -451628.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -451646.093750 Penalty: 2942.942139
	Iteration 44Q: 3 clusters Score -451646.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -451669.062500 Penalty: 2942.942139
	Iteration 45Q: 3 clusters Score -451669.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -451691.750000 Penalty: 2942.942139
	Iteration 46Q: 3 clusters Score -451691.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -451711.406250 Penalty: 2942.942139
	Iteration 47Q: 3 clusters Score -451711.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -451729.781250 Penalty: 2942.942139
	Iteration 48Q: 3 clusters Score -451729.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -451752.375000 Penalty: 2942.942139
	Iteration 49Q: 3 clusters Score -451752.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -451771.750000 Penalty: 2942.942139
	Iteration 50Q: 3 clusters Score -451771.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -451787.968750 Penalty: 2942.942139
	Iteration 51Q: 3 clusters Score -451788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -451806.312500 Penalty: 2942.942139
	Iteration 52Q: 3 clusters Score -451806.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -451825.375000 Penalty: 2942.942139
	Iteration 53Q: 3 clusters Score -451825.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -451841.437500 Penalty: 2942.942139
	Iteration 54Q: 3 clusters Score -451841.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -451859.625000 Penalty: 2942.942139
	Iteration 55Q: 3 clusters Score -451859.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -451881.000000 Penalty: 2942.942139
	Iteration 56Q: 3 clusters Score -451881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -451902.250000 Penalty: 2942.942139
	Iteration 57Q: 3 clusters Score -451902.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -451918.031250 Penalty: 2942.942139
	Iteration 58Q: 3 clusters Score -451918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -451935.031250 Penalty: 2942.942139
	Iteration 59Q: 3 clusters Score -451935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -451951.687500 Penalty: 2942.942139
	Iteration 60F: 3 clusters Score -451951.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -451963.593750 Penalty: 2942.942139
	Iteration 61Q: 3 clusters Score -451963.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -451973.031250 Penalty: 2942.942139
	Iteration 62Q: 3 clusters Score -451973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -451981.343750 Penalty: 2942.942139
	Iteration 63Q: 3 clusters Score -451981.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -451991.406250 Penalty: 2942.942139
	Iteration 64Q: 3 clusters Score -451991.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -452001.437500 Penalty: 2942.942139
	Iteration 65Q: 3 clusters Score -452001.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -452012.593750 Penalty: 2942.942139
	Iteration 66Q: 3 clusters Score -452012.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -452022.125000 Penalty: 2942.942139
	Iteration 67Q: 3 clusters Score -452022.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -452033.468750 Penalty: 2942.942139
	Iteration 68Q: 3 clusters Score -452033.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -452051.312500 Penalty: 2942.942139
	Iteration 69Q: 3 clusters Score -452051.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -452063.062500 Penalty: 2942.942139
	Iteration 70Q: 3 clusters Score -452063.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -452076.468750 Penalty: 2942.942139
	Iteration 71Q: 3 clusters Score -452076.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -452089.562500 Penalty: 2942.942139
	Iteration 72Q: 3 clusters Score -452089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -452099.218750 Penalty: 2942.942139
	Iteration 73Q: 3 clusters Score -452099.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -452109.031250 Penalty: 2942.942139
	Iteration 74Q: 3 clusters Score -452109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -452114.968750 Penalty: 2942.942139
	Iteration 75Q: 3 clusters Score -452115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -452124.937500 Penalty: 2942.942139
	Iteration 76Q: 3 clusters Score -452124.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -452135.625000 Penalty: 2942.942139
	Iteration 77Q: 3 clusters Score -452135.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -452142.812500 Penalty: 2942.942139
	Iteration 78Q: 3 clusters Score -452142.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -452150.406250 Penalty: 2942.942139
	Iteration 79Q: 3 clusters Score -452150.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -452153.937500 Penalty: 2942.942139
	Iteration 80F: 3 clusters Score -452153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -452160.125000 Penalty: 2942.942139
	Iteration 81Q: 3 clusters Score -452160.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -452166.312500 Penalty: 2942.942139
	Iteration 82Q: 3 clusters Score -452166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -452171.125000 Penalty: 2942.942139
	Iteration 83Q: 3 clusters Score -452171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -452175.843750 Penalty: 2942.942139
	Iteration 84Q: 3 clusters Score -452175.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -452179.062500 Penalty: 2942.942139
	Iteration 85Q: 3 clusters Score -452179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -452183.062500 Penalty: 2942.942139
	Iteration 86Q: 3 clusters Score -452183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -452185.750000 Penalty: 2942.942139
	Iteration 87Q: 3 clusters Score -452185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -452189.218750 Penalty: 2942.942139
	Iteration 88Q: 3 clusters Score -452189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -452193.593750 Penalty: 2942.942139
	Iteration 89Q: 3 clusters Score -452193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -452198.593750 Penalty: 2942.942139
	Iteration 90Q: 3 clusters Score -452198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -452200.031250 Penalty: 2942.942139
	Iteration 91Q: 3 clusters Score -452200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -452202.250000 Penalty: 2942.942139
	Iteration 92Q: 3 clusters Score -452202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -452206.625000 Penalty: 2942.942139
	Iteration 93Q: 3 clusters Score -452206.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -452210.750000 Penalty: 2942.942139
	Iteration 94Q: 3 clusters Score -452210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -452213.093750 Penalty: 2942.942139
	Iteration 95Q: 3 clusters Score -452213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -452216.500000 Penalty: 2942.942139
	Iteration 96Q: 3 clusters Score -452216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -452220.187500 Penalty: 2942.942139
	Iteration 97Q: 3 clusters Score -452220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -452221.781250 Penalty: 2942.942139
	Iteration 98Q: 3 clusters Score -452221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -452223.531250 Penalty: 2942.942139
	Iteration 99Q: 3 clusters Score -452223.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -452227.437500 Penalty: 2942.942139
	Iteration 100F: 3 clusters Score -452227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -452228.750000 Penalty: 2942.942139
	Iteration 101Q: 3 clusters Score -452228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -452229.687500 Penalty: 2942.942139
	Iteration 102Q: 3 clusters Score -452229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -452230.718750 Penalty: 2942.942139
	Iteration 103Q: 3 clusters Score -452230.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -452233.906250 Penalty: 2942.942139
	Iteration 104Q: 3 clusters Score -452233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -452236.625000 Penalty: 2942.942139
	Iteration 105Q: 3 clusters Score -452236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -452238.093750 Penalty: 2942.942139
	Iteration 106Q: 3 clusters Score -452238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -452241.750000 Penalty: 2942.942139
	Iteration 107Q: 3 clusters Score -452241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -452245.281250 Penalty: 2942.942139
	Iteration 108Q: 3 clusters Score -452245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -452246.406250 Penalty: 2942.942139
	Iteration 109Q: 3 clusters Score -452246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -452246.406250 Penalty: 2942.942139
	Iteration 110F: 3 clusters Score -452246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -162635.843750 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -162635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -159731.234375 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -159731.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -160489.781250 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -160489.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -160668.093750 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -160668.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -160811.046875 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -160811 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -160945.984375 Penalty: 2632.651123
	Iteration 4F: 3 clusters Score -160946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -161094.593750 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -161094.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -161263.281250 Penalty: 2632.651123
	Iteration 6F: 3 clusters Score -161263.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -161449.312500 Penalty: 2632.651123
	Iteration 7F: 3 clusters Score -161449.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -161616.046875 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -161616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -161755.750000 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -161755.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -161831.500000 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -161831.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -161870.343750 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -161870.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -161892.718750 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -161892.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -161906.078125 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -161906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -161913.468750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -161913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -161918.359375 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -161918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -161920.187500 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -161920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -161921.562500 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -161921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -161924.078125 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -161924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -161925.265625 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -161925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -161925.359375 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -161925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -161925.843750 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -161925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -161926.375000 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -161926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -161927.187500 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -161927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -161927.265625 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -161927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -161927.953125 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -161928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -161927.953125 Penalty: 2632.651123
	Iteration 26F: 3 clusters Score -161928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Entering Unmasked Estep 
Score: -3627475.250000 Penalty: 1811.786621
	Iteration 0F: 2 clusters Score -3627475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3580927.250000 Penalty: 3623.573242
	Iteration 0F: 3 clusters Score -3580927 nChanged 32856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3599914.750000 Penalty: 3623.573242
	Iteration 1F: 3 clusters Score -3599915 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3600515.500000 Penalty: 3623.573242
	Iteration 2Q: 3 clusters Score -3600516 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3601123.500000 Penalty: 3623.573242
	Iteration 3Q: 3 clusters Score -3601124 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3602042.750000 Penalty: 3623.573242
	Iteration 4Q: 3 clusters Score -3602043 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3603331.250000 Penalty: 3623.573242
	Iteration 5Q: 3 clusters Score -3603331 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3605457.000000 Penalty: 3623.573242
	Iteration 6F: 3 clusters Score -3605457 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3608584.750000 Penalty: 3623.573242
	Iteration 7F: 3 clusters Score -3608585 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3612606.000000 Penalty: 3623.573242
	Iteration 8F: 3 clusters Score -3612606 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3616711.000000 Penalty: 3623.573242
	Iteration 9F: 3 clusters Score -3616711 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3619897.500000 Penalty: 3623.573242
	Iteration 10Q: 3 clusters Score -3619898 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3622219.000000 Penalty: 3623.573242
	Iteration 11Q: 3 clusters Score -3622219 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3623611.250000 Penalty: 3623.573242
	Iteration 12Q: 3 clusters Score -3623611 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3624320.000000 Penalty: 3623.573242
	Iteration 13Q: 3 clusters Score -3624320 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3624724.750000 Penalty: 3623.573242
	Iteration 14Q: 3 clusters Score -3624725 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3625005.250000 Penalty: 3623.573242
	Iteration 15Q: 3 clusters Score -3625005 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3625175.000000 Penalty: 3623.573242
	Iteration 16Q: 3 clusters Score -3625175 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3625336.750000 Penalty: 3623.573242
	Iteration 17Q: 3 clusters Score -3625337 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3625431.750000 Penalty: 3623.573242
	Iteration 18Q: 3 clusters Score -3625432 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3625528.500000 Penalty: 3623.573242
	Iteration 19Q: 3 clusters Score -3625528 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3625600.250000 Penalty: 3623.573242
	Iteration 20F: 3 clusters Score -3625600 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3625658.500000 Penalty: 3623.573242
	Iteration 21Q: 3 clusters Score -3625658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3625712.750000 Penalty: 3623.573242
	Iteration 22Q: 3 clusters Score -3625713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3625755.250000 Penalty: 3623.573242
	Iteration 23Q: 3 clusters Score -3625755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3625779.750000 Penalty: 3623.573242
	Iteration 24Q: 3 clusters Score -3625780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3625809.000000 Penalty: 3623.573242
	Iteration 25Q: 3 clusters Score -3625809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3625812.500000 Penalty: 3623.573242
	Iteration 26Q: 3 clusters Score -3625812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3625821.500000 Penalty: 3623.573242
	Iteration 27Q: 3 clusters Score -3625822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3625828.500000 Penalty: 3623.573242
	Iteration 28Q: 3 clusters Score -3625828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3625845.250000 Penalty: 3623.573242
	Iteration 29Q: 3 clusters Score -3625845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3625862.000000 Penalty: 3623.573242
	Iteration 30Q: 3 clusters Score -3625862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3625867.500000 Penalty: 3623.573242
	Iteration 31Q: 3 clusters Score -3625868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3625877.250000 Penalty: 3623.573242
	Iteration 32Q: 3 clusters Score -3625877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3625886.000000 Penalty: 3623.573242
	Iteration 33Q: 3 clusters Score -3625886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3625900.000000 Penalty: 3623.573242
	Iteration 34Q: 3 clusters Score -3625900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3625917.500000 Penalty: 3623.573242
	Iteration 35Q: 3 clusters Score -3625918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3625927.000000 Penalty: 3623.573242
	Iteration 36Q: 3 clusters Score -3625927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3625936.750000 Penalty: 3623.573242
	Iteration 37Q: 3 clusters Score -3625937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3625941.250000 Penalty: 3623.573242
	Iteration 38Q: 3 clusters Score -3625941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3625950.750000 Penalty: 3623.573242
	Iteration 39Q: 3 clusters Score -3625951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3625959.250000 Penalty: 3623.573242
	Iteration 40F: 3 clusters Score -3625959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3625972.000000 Penalty: 3623.573242
	Iteration 41Q: 3 clusters Score -3625972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3625972.500000 Penalty: 3623.573242
	Iteration 42Q: 3 clusters Score -3625972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3625978.500000 Penalty: 3623.573242
	Iteration 43Q: 3 clusters Score -3625978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3625981.000000 Penalty: 3623.573242
	Iteration 44Q: 3 clusters Score -3625981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3625994.250000 Penalty: 3623.573242
	Iteration 45Q: 3 clusters Score -3625994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3625997.750000 Penalty: 3623.573242
	Iteration 46Q: 3 clusters Score -3625998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3625993.500000 Penalty: 3623.573242
	Iteration 47Q: 3 clusters Score -3625994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3625996.500000 Penalty: 3623.573242
	Iteration 48Q: 3 clusters Score -3625996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3626000.000000 Penalty: 3623.573242
	Iteration 49Q: 3 clusters Score -3626000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3626002.750000 Penalty: 3623.573242
	Iteration 50Q: 3 clusters Score -3626003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3626007.000000 Penalty: 3623.573242
	Iteration 51Q: 3 clusters Score -3626007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3626007.000000 Penalty: 3623.573242
	Iteration 52Q: 3 clusters Score -3626007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3626013.500000 Penalty: 3623.573242
	Iteration 53Q: 3 clusters Score -3626014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3626012.500000 Penalty: 3623.573242
	Iteration 54Q: 3 clusters Score -3626012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3626014.500000 Penalty: 3623.573242
	Iteration 55Q: 3 clusters Score -3626014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3626014.750000 Penalty: 3623.573242
	Iteration 56Q: 3 clusters Score -3626015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3626013.000000 Penalty: 3623.573242
	Iteration 57Q: 3 clusters Score -3626013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3626012.500000 Penalty: 3623.573242
	Iteration 58Q: 3 clusters Score -3626012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3626019.250000 Penalty: 3623.573242
	Iteration 59Q: 3 clusters Score -3626019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3626018.500000 Penalty: 3623.573242
	Iteration 60F: 3 clusters Score -3626018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3626022.750000 Penalty: 3623.573242
	Iteration 61Q: 3 clusters Score -3626023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3626024.250000 Penalty: 3623.573242
	Iteration 62Q: 3 clusters Score -3626024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3626028.000000 Penalty: 3623.573242
	Iteration 63Q: 3 clusters Score -3626028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3626027.750000 Penalty: 3623.573242
	Iteration 64Q: 3 clusters Score -3626028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3626030.250000 Penalty: 3623.573242
	Iteration 65Q: 3 clusters Score -3626030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3626031.750000 Penalty: 3623.573242
	Iteration 66Q: 3 clusters Score -3626032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3626036.250000 Penalty: 3623.573242
	Iteration 67Q: 3 clusters Score -3626036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3626036.000000 Penalty: 3623.573242
	Iteration 68Q: 3 clusters Score -3626036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3626039.000000 Penalty: 3623.573242
	Iteration 69Q: 3 clusters Score -3626039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3626039.500000 Penalty: 3623.573242
	Iteration 70Q: 3 clusters Score -3626040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3626041.750000 Penalty: 3623.573242
	Iteration 71Q: 3 clusters Score -3626042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3626043.500000 Penalty: 3623.573242
	Iteration 72Q: 3 clusters Score -3626044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3626042.500000 Penalty: 3623.573242
	Iteration 73Q: 3 clusters Score -3626042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3626041.500000 Penalty: 3623.573242
	Iteration 74Q: 3 clusters Score -3626042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3626041.500000 Penalty: 3623.573242
	Iteration 75F: 3 clusters Score -3626042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -413839.156250 Penalty: 1487.384521
	Iteration 0F: 2 clusters Score -413839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -407070.875000 Penalty: 2974.769043
	Iteration 0F: 3 clusters Score -407070.9 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -409243.468750 Penalty: 2974.769043
	Iteration 1F: 3 clusters Score -409243.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -409532.812500 Penalty: 2974.769043
	Iteration 2F: 3 clusters Score -409532.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -409768.156250 Penalty: 2974.769043
	Iteration 3F: 3 clusters Score -409768.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -409959.968750 Penalty: 2974.769043
	Iteration 4Q: 3 clusters Score -409960 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -410119.687500 Penalty: 2974.769043
	Iteration 5Q: 3 clusters Score -410119.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -410249.687500 Penalty: 2974.769043
	Iteration 6Q: 3 clusters Score -410249.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -410358.406250 Penalty: 2974.769043
	Iteration 7Q: 3 clusters Score -410358.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -410459.500000 Penalty: 2974.769043
	Iteration 8Q: 3 clusters Score -410459.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -410559.156250 Penalty: 2974.769043
	Iteration 9Q: 3 clusters Score -410559.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -410667.468750 Penalty: 2974.769043
	Iteration 10Q: 3 clusters Score -410667.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -410783.250000 Penalty: 2974.769043
	Iteration 11Q: 3 clusters Score -410783.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -410914.500000 Penalty: 2974.769043
	Iteration 12Q: 3 clusters Score -410914.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -411065.562500 Penalty: 2974.769043
	Iteration 13Q: 3 clusters Score -411065.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -411232.593750 Penalty: 2974.769043
	Iteration 14Q: 3 clusters Score -411232.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -411416.750000 Penalty: 2974.769043
	Iteration 15Q: 3 clusters Score -411416.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -411583.312500 Penalty: 2974.769043
	Iteration 16Q: 3 clusters Score -411583.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -411741.531250 Penalty: 2974.769043
	Iteration 17Q: 3 clusters Score -411741.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -411854.843750 Penalty: 2974.769043
	Iteration 18Q: 3 clusters Score -411854.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -411940.750000 Penalty: 2974.769043
	Iteration 19Q: 3 clusters Score -411940.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -412010.343750 Penalty: 2974.769043
	Iteration 20F: 3 clusters Score -412010.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -412062.906250 Penalty: 2974.769043
	Iteration 21Q: 3 clusters Score -412062.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -412114.000000 Penalty: 2974.769043
	Iteration 22Q: 3 clusters Score -412114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -412156.687500 Penalty: 2974.769043
	Iteration 23Q: 3 clusters Score -412156.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -412191.750000 Penalty: 2974.769043
	Iteration 24Q: 3 clusters Score -412191.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -412227.531250 Penalty: 2974.769043
	Iteration 25Q: 3 clusters Score -412227.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412265.437500 Penalty: 2974.769043
	Iteration 26Q: 3 clusters Score -412265.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -412291.000000 Penalty: 2974.769043
	Iteration 27Q: 3 clusters Score -412291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -412317.000000 Penalty: 2974.769043
	Iteration 28Q: 3 clusters Score -412317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -412339.187500 Penalty: 2974.769043
	Iteration 29Q: 3 clusters Score -412339.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -412362.250000 Penalty: 2974.769043
	Iteration 30Q: 3 clusters Score -412362.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -412386.531250 Penalty: 2974.769043
	Iteration 31Q: 3 clusters Score -412386.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -412405.000000 Penalty: 2974.769043
	Iteration 32Q: 3 clusters Score -412405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -412418.687500 Penalty: 2974.769043
	Iteration 33Q: 3 clusters Score -412418.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -412430.593750 Penalty: 2974.769043
	Iteration 34Q: 3 clusters Score -412430.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -412440.687500 Penalty: 2974.769043
	Iteration 35Q: 3 clusters Score -412440.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -412450.187500 Penalty: 2974.769043
	Iteration 36Q: 3 clusters Score -412450.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -412457.031250 Penalty: 2974.769043
	Iteration 37Q: 3 clusters Score -412457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -412464.625000 Penalty: 2974.769043
	Iteration 38Q: 3 clusters Score -412464.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -412473.093750 Penalty: 2974.769043
	Iteration 39Q: 3 clusters Score -412473.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -412482.843750 Penalty: 2974.769043
	Iteration 40F: 3 clusters Score -412482.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -412490.375000 Penalty: 2974.769043
	Iteration 41Q: 3 clusters Score -412490.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -412499.500000 Penalty: 2974.769043
	Iteration 42Q: 3 clusters Score -412499.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -412502.656250 Penalty: 2974.769043
	Iteration 43Q: 3 clusters Score -412502.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -412508.437500 Penalty: 2974.769043
	Iteration 44Q: 3 clusters Score -412508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -412513.031250 Penalty: 2974.769043
	Iteration 45Q: 3 clusters Score -412513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -412516.906250 Penalty: 2974.769043
	Iteration 46Q: 3 clusters Score -412516.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -412522.468750 Penalty: 2974.769043
	Iteration 47Q: 3 clusters Score -412522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -412527.156250 Penalty: 2974.769043
	Iteration 48Q: 3 clusters Score -412527.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412530.468750 Penalty: 2974.769043
	Iteration 49Q: 3 clusters Score -412530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -412535.343750 Penalty: 2974.769043
	Iteration 50Q: 3 clusters Score -412535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -412539.125000 Penalty: 2974.769043
	Iteration 51Q: 3 clusters Score -412539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -412540.375000 Penalty: 2974.769043
	Iteration 52Q: 3 clusters Score -412540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412544.375000 Penalty: 2974.769043
	Iteration 53Q: 3 clusters Score -412544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -412545.687500 Penalty: 2974.769043
	Iteration 54Q: 3 clusters Score -412545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412547.531250 Penalty: 2974.769043
	Iteration 55Q: 3 clusters Score -412547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -412547.812500 Penalty: 2974.769043
	Iteration 56Q: 3 clusters Score -412547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412549.093750 Penalty: 2974.769043
	Iteration 57Q: 3 clusters Score -412549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412549.843750 Penalty: 2974.769043
	Iteration 58Q: 3 clusters Score -412549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412549.656250 Penalty: 2974.769043
	Iteration 59Q: 3 clusters Score -412549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412549.656250 Penalty: 2974.769043
	Iteration 60F: 3 clusters Score -412549.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -239837.734375 Penalty: 1372.355957
	Iteration 0F: 2 clusters Score -239837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -236043.796875 Penalty: 2744.711914
	Iteration 0F: 3 clusters Score -236043.8 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -237003.828125 Penalty: 2744.711914
	Iteration 1F: 3 clusters Score -237003.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -237188.218750 Penalty: 2744.711914
	Iteration 2F: 3 clusters Score -237188.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -237316.703125 Penalty: 2744.711914
	Iteration 3F: 3 clusters Score -237316.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -237402.875000 Penalty: 2744.711914
	Iteration 4Q: 3 clusters Score -237402.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -237464.937500 Penalty: 2744.711914
	Iteration 5Q: 3 clusters Score -237464.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -237509.734375 Penalty: 2744.711914
	Iteration 6Q: 3 clusters Score -237509.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -237547.203125 Penalty: 2744.711914
	Iteration 7Q: 3 clusters Score -237547.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -237591.656250 Penalty: 2744.711914
	Iteration 8Q: 3 clusters Score -237591.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -237642.765625 Penalty: 2744.711914
	Iteration 9Q: 3 clusters Score -237642.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -237706.140625 Penalty: 2744.711914
	Iteration 10Q: 3 clusters Score -237706.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -237770.984375 Penalty: 2744.711914
	Iteration 11Q: 3 clusters Score -237771 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -237853.359375 Penalty: 2744.711914
	Iteration 12Q: 3 clusters Score -237853.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -237940.937500 Penalty: 2744.711914
	Iteration 13Q: 3 clusters Score -237940.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -238040.812500 Penalty: 2744.711914
	Iteration 14Q: 3 clusters Score -238040.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -238147.703125 Penalty: 2744.711914
	Iteration 15Q: 3 clusters Score -238147.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -238257.718750 Penalty: 2744.711914
	Iteration 16Q: 3 clusters Score -238257.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -238354.953125 Penalty: 2744.711914
	Iteration 17Q: 3 clusters Score -238355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -238435.921875 Penalty: 2744.711914
	Iteration 18Q: 3 clusters Score -238435.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -238492.203125 Penalty: 2744.711914
	Iteration 19Q: 3 clusters Score -238492.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -238532.906250 Penalty: 2744.711914
	Iteration 20F: 3 clusters Score -238532.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -238564.546875 Penalty: 2744.711914
	Iteration 21Q: 3 clusters Score -238564.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -238585.796875 Penalty: 2744.711914
	Iteration 22Q: 3 clusters Score -238585.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -238594.734375 Penalty: 2744.711914
	Iteration 23Q: 3 clusters Score -238594.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -238601.812500 Penalty: 2744.711914
	Iteration 24Q: 3 clusters Score -238601.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -238609.687500 Penalty: 2744.711914
	Iteration 25Q: 3 clusters Score -238609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -238617.078125 Penalty: 2744.711914
	Iteration 26Q: 3 clusters Score -238617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -238627.468750 Penalty: 2744.711914
	Iteration 27Q: 3 clusters Score -238627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -238639.500000 Penalty: 2744.711914
	Iteration 28Q: 3 clusters Score -238639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -238644.406250 Penalty: 2744.711914
	Iteration 29Q: 3 clusters Score -238644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -238647.921875 Penalty: 2744.711914
	Iteration 30Q: 3 clusters Score -238647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -238651.828125 Penalty: 2744.711914
	Iteration 31Q: 3 clusters Score -238651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -238652.953125 Penalty: 2744.711914
	Iteration 32Q: 3 clusters Score -238653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -238654.531250 Penalty: 2744.711914
	Iteration 33Q: 3 clusters Score -238654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -238655.640625 Penalty: 2744.711914
	Iteration 34Q: 3 clusters Score -238655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -238657.312500 Penalty: 2744.711914
	Iteration 35Q: 3 clusters Score -238657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -238658.750000 Penalty: 2744.711914
	Iteration 36Q: 3 clusters Score -238658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -238659.281250 Penalty: 2744.711914
	Iteration 37Q: 3 clusters Score -238659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -238659.281250 Penalty: 2744.711914
	Iteration 38F: 3 clusters Score -238659.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Entering Unmasked Estep 
Score: -2949808.750000 Penalty: 1778.576904
	Iteration 0F: 2 clusters Score -2949809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -2912018.250000 Penalty: 3557.153809
	Iteration 0F: 3 clusters Score -2912018 nChanged 26636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -2927266.250000 Penalty: 3557.153809
	Iteration 1F: 3 clusters Score -2927266 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2927816.000000 Penalty: 3557.153809
	Iteration 2Q: 3 clusters Score -2927816 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -2928430.750000 Penalty: 3557.153809
	Iteration 3Q: 3 clusters Score -2928431 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2929206.500000 Penalty: 3557.153809
	Iteration 4Q: 3 clusters Score -2929206 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2930378.250000 Penalty: 3557.153809
	Iteration 5Q: 3 clusters Score -2930378 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2932203.000000 Penalty: 3557.153809
	Iteration 6F: 3 clusters Score -2932203 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2935208.750000 Penalty: 3557.153809
	Iteration 7F: 3 clusters Score -2935209 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2939100.250000 Penalty: 3557.153809
	Iteration 8F: 3 clusters Score -2939100 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2943000.000000 Penalty: 3557.153809
	Iteration 9F: 3 clusters Score -2943000 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2945827.000000 Penalty: 3557.153809
	Iteration 10F: 3 clusters Score -2945827 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2947320.500000 Penalty: 3557.153809
	Iteration 11Q: 3 clusters Score -2947320 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2947877.500000 Penalty: 3557.153809
	Iteration 12Q: 3 clusters Score -2947878 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2948091.000000 Penalty: 3557.153809
	Iteration 13Q: 3 clusters Score -2948091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2948171.500000 Penalty: 3557.153809
	Iteration 14Q: 3 clusters Score -2948172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2948211.000000 Penalty: 3557.153809
	Iteration 15Q: 3 clusters Score -2948211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2948247.000000 Penalty: 3557.153809
	Iteration 16Q: 3 clusters Score -2948247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2948272.250000 Penalty: 3557.153809
	Iteration 17Q: 3 clusters Score -2948272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2948290.500000 Penalty: 3557.153809
	Iteration 18Q: 3 clusters Score -2948290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2948302.250000 Penalty: 3557.153809
	Iteration 19Q: 3 clusters Score -2948302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2948307.000000 Penalty: 3557.153809
	Iteration 20F: 3 clusters Score -2948307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2948307.250000 Penalty: 3557.153809
	Iteration 21Q: 3 clusters Score -2948307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2948311.000000 Penalty: 3557.153809
	Iteration 22Q: 3 clusters Score -2948311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2948313.000000 Penalty: 3557.153809
	Iteration 23Q: 3 clusters Score -2948313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2948309.750000 Penalty: 3557.153809
	Iteration 24Q: 3 clusters Score -2948310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2948311.750000 Penalty: 3557.153809
	Iteration 25Q: 3 clusters Score -2948312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2948311.750000 Penalty: 3557.153809
	Iteration 26F: 3 clusters Score -2948312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -131243.250000 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -131243.2 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 1169 members 
Entering Unmasked Estep 
Score: -128885.250000 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -128885.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -129404.398438 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -129404.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -129531.445312 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -129531.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -129603.132812 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -129603.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -129659.679688 Penalty: 2524.085449
	Iteration 4Q: 3 clusters Score -129659.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -129702.203125 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -129702.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129728.023438 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -129728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -129742.531250 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -129742.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -129749.234375 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -129749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -129754.851562 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -129754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -129758.843750 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -129758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -129764.093750 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -129764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129768.273438 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -129768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129770.039062 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -129770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129771.531250 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -129771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129771.757812 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -129771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129772.000000 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -129772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129772.375000 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -129772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -129772.960938 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -129773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -129773.843750 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -129773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -129774.375000 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -129774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -129774.523438 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -129774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -129774.523438 Penalty: 2524.085449
	Iteration 22F: 3 clusters Score -129774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Entering Unmasked Estep 
Score: -747029.937500 Penalty: 1550.798950
	Iteration 0F: 2 clusters Score -747029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -737316.125000 Penalty: 3101.597900
	Iteration 0F: 3 clusters Score -737316.1 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -740526.375000 Penalty: 3101.597900
	Iteration 1F: 3 clusters Score -740526.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -740771.000000 Penalty: 3101.597900
	Iteration 2Q: 3 clusters Score -740771 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -740986.437500 Penalty: 3101.597900
	Iteration 3Q: 3 clusters Score -740986.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -741187.187500 Penalty: 3101.597900
	Iteration 4Q: 3 clusters Score -741187.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -741382.375000 Penalty: 3101.597900
	Iteration 5Q: 3 clusters Score -741382.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -741574.875000 Penalty: 3101.597900
	Iteration 6Q: 3 clusters Score -741574.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -741795.812500 Penalty: 3101.597900
	Iteration 7Q: 3 clusters Score -741795.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -742083.000000 Penalty: 3101.597900
	Iteration 8Q: 3 clusters Score -742083 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -742452.750000 Penalty: 3101.597900
	Iteration 9Q: 3 clusters Score -742452.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -742914.000000 Penalty: 3101.597900
	Iteration 10Q: 3 clusters Score -742914 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -743431.000000 Penalty: 3101.597900
	Iteration 11F: 3 clusters Score -743431 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -743804.812500 Penalty: 3101.597900
	Iteration 12Q: 3 clusters Score -743804.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -744016.312500 Penalty: 3101.597900
	Iteration 13Q: 3 clusters Score -744016.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -744148.437500 Penalty: 3101.597900
	Iteration 14Q: 3 clusters Score -744148.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -744218.312500 Penalty: 3101.597900
	Iteration 15Q: 3 clusters Score -744218.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -744277.750000 Penalty: 3101.597900
	Iteration 16Q: 3 clusters Score -744277.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -744325.187500 Penalty: 3101.597900
	Iteration 17Q: 3 clusters Score -744325.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -744363.750000 Penalty: 3101.597900
	Iteration 18Q: 3 clusters Score -744363.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -744397.687500 Penalty: 3101.597900
	Iteration 19Q: 3 clusters Score -744397.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -744423.625000 Penalty: 3101.597900
	Iteration 20F: 3 clusters Score -744423.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -744448.375000 Penalty: 3101.597900
	Iteration 21Q: 3 clusters Score -744448.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -744478.562500 Penalty: 3101.597900
	Iteration 22Q: 3 clusters Score -744478.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -744507.750000 Penalty: 3101.597900
	Iteration 23Q: 3 clusters Score -744507.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -744536.937500 Penalty: 3101.597900
	Iteration 24Q: 3 clusters Score -744536.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -744561.562500 Penalty: 3101.597900
	Iteration 25Q: 3 clusters Score -744561.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -744589.812500 Penalty: 3101.597900
	Iteration 26Q: 3 clusters Score -744589.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -744612.937500 Penalty: 3101.597900
	Iteration 27Q: 3 clusters Score -744612.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -744637.937500 Penalty: 3101.597900
	Iteration 28Q: 3 clusters Score -744637.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -744654.250000 Penalty: 3101.597900
	Iteration 29Q: 3 clusters Score -744654.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -744671.437500 Penalty: 3101.597900
	Iteration 30Q: 3 clusters Score -744671.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -744689.125000 Penalty: 3101.597900
	Iteration 31Q: 3 clusters Score -744689.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -744704.562500 Penalty: 3101.597900
	Iteration 32Q: 3 clusters Score -744704.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -744726.437500 Penalty: 3101.597900
	Iteration 33Q: 3 clusters Score -744726.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -744752.750000 Penalty: 3101.597900
	Iteration 34Q: 3 clusters Score -744752.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -744771.187500 Penalty: 3101.597900
	Iteration 35Q: 3 clusters Score -744771.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -744792.750000 Penalty: 3101.597900
	Iteration 36Q: 3 clusters Score -744792.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -744816.500000 Penalty: 3101.597900
	Iteration 37Q: 3 clusters Score -744816.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -744841.000000 Penalty: 3101.597900
	Iteration 38Q: 3 clusters Score -744841 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -744873.187500 Penalty: 3101.597900
	Iteration 39Q: 3 clusters Score -744873.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -744900.687500 Penalty: 3101.597900
	Iteration 40F: 3 clusters Score -744900.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -744927.062500 Penalty: 3101.597900
	Iteration 41Q: 3 clusters Score -744927.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -744961.312500 Penalty: 3101.597900
	Iteration 42Q: 3 clusters Score -744961.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -744990.875000 Penalty: 3101.597900
	Iteration 43Q: 3 clusters Score -744990.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -745017.875000 Penalty: 3101.597900
	Iteration 44Q: 3 clusters Score -745017.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -745042.062500 Penalty: 3101.597900
	Iteration 45Q: 3 clusters Score -745042.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -745063.750000 Penalty: 3101.597900
	Iteration 46Q: 3 clusters Score -745063.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -745097.625000 Penalty: 3101.597900
	Iteration 47Q: 3 clusters Score -745097.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -745132.125000 Penalty: 3101.597900
	Iteration 48Q: 3 clusters Score -745132.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -745170.062500 Penalty: 3101.597900
	Iteration 49Q: 3 clusters Score -745170.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -745209.812500 Penalty: 3101.597900
	Iteration 50Q: 3 clusters Score -745209.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -745249.937500 Penalty: 3101.597900
	Iteration 51Q: 3 clusters Score -745249.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -745286.625000 Penalty: 3101.597900
	Iteration 52Q: 3 clusters Score -745286.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -745311.625000 Penalty: 3101.597900
	Iteration 53Q: 3 clusters Score -745311.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -745333.437500 Penalty: 3101.597900
	Iteration 54Q: 3 clusters Score -745333.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -745355.875000 Penalty: 3101.597900
	Iteration 55Q: 3 clusters Score -745355.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -745375.437500 Penalty: 3101.597900
	Iteration 56Q: 3 clusters Score -745375.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -745389.062500 Penalty: 3101.597900
	Iteration 57Q: 3 clusters Score -745389.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -745405.500000 Penalty: 3101.597900
	Iteration 58Q: 3 clusters Score -745405.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -745434.250000 Penalty: 3101.597900
	Iteration 59Q: 3 clusters Score -745434.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -745466.250000 Penalty: 3101.597900
	Iteration 60F: 3 clusters Score -745466.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -745492.125000 Penalty: 3101.597900
	Iteration 61Q: 3 clusters Score -745492.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -745513.250000 Penalty: 3101.597900
	Iteration 62Q: 3 clusters Score -745513.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -745526.187500 Penalty: 3101.597900
	Iteration 63Q: 3 clusters Score -745526.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -745543.437500 Penalty: 3101.597900
	Iteration 64Q: 3 clusters Score -745543.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -745559.125000 Penalty: 3101.597900
	Iteration 65Q: 3 clusters Score -745559.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -745576.937500 Penalty: 3101.597900
	Iteration 66Q: 3 clusters Score -745576.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -745586.687500 Penalty: 3101.597900
	Iteration 67Q: 3 clusters Score -745586.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -745594.875000 Penalty: 3101.597900
	Iteration 68Q: 3 clusters Score -745594.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -745605.312500 Penalty: 3101.597900
	Iteration 69Q: 3 clusters Score -745605.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -745612.000000 Penalty: 3101.597900
	Iteration 70Q: 3 clusters Score -745612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -745622.750000 Penalty: 3101.597900
	Iteration 71Q: 3 clusters Score -745622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -745631.750000 Penalty: 3101.597900
	Iteration 72Q: 3 clusters Score -745631.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -745640.062500 Penalty: 3101.597900
	Iteration 73Q: 3 clusters Score -745640.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -745646.812500 Penalty: 3101.597900
	Iteration 74Q: 3 clusters Score -745646.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -745654.062500 Penalty: 3101.597900
	Iteration 75Q: 3 clusters Score -745654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -745662.687500 Penalty: 3101.597900
	Iteration 76Q: 3 clusters Score -745662.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -745672.687500 Penalty: 3101.597900
	Iteration 77Q: 3 clusters Score -745672.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -745682.125000 Penalty: 3101.597900
	Iteration 78Q: 3 clusters Score -745682.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -745688.437500 Penalty: 3101.597900
	Iteration 79Q: 3 clusters Score -745688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -745696.187500 Penalty: 3101.597900
	Iteration 80F: 3 clusters Score -745696.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -745702.187500 Penalty: 3101.597900
	Iteration 81Q: 3 clusters Score -745702.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -745704.937500 Penalty: 3101.597900
	Iteration 82Q: 3 clusters Score -745704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -745707.750000 Penalty: 3101.597900
	Iteration 83Q: 3 clusters Score -745707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -745709.625000 Penalty: 3101.597900
	Iteration 84Q: 3 clusters Score -745709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -745714.125000 Penalty: 3101.597900
	Iteration 85Q: 3 clusters Score -745714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -745720.875000 Penalty: 3101.597900
	Iteration 86Q: 3 clusters Score -745720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -745723.812500 Penalty: 3101.597900
	Iteration 87Q: 3 clusters Score -745723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -745730.625000 Penalty: 3101.597900
	Iteration 88Q: 3 clusters Score -745730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -745735.937500 Penalty: 3101.597900
	Iteration 89Q: 3 clusters Score -745735.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -745740.812500 Penalty: 3101.597900
	Iteration 90Q: 3 clusters Score -745740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -745745.125000 Penalty: 3101.597900
	Iteration 91Q: 3 clusters Score -745745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -745747.937500 Penalty: 3101.597900
	Iteration 92Q: 3 clusters Score -745747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -745755.875000 Penalty: 3101.597900
	Iteration 93Q: 3 clusters Score -745755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -745759.375000 Penalty: 3101.597900
	Iteration 94Q: 3 clusters Score -745759.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -745764.875000 Penalty: 3101.597900
	Iteration 95Q: 3 clusters Score -745764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -745768.562500 Penalty: 3101.597900
	Iteration 96Q: 3 clusters Score -745768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -745771.312500 Penalty: 3101.597900
	Iteration 97Q: 3 clusters Score -745771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -745771.562500 Penalty: 3101.597900
	Iteration 98Q: 3 clusters Score -745771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -745771.500000 Penalty: 3101.597900
	Iteration 99Q: 3 clusters Score -745771.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -745775.625000 Penalty: 3101.597900
	Iteration 100F: 3 clusters Score -745775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -745780.625000 Penalty: 3101.597900
	Iteration 101Q: 3 clusters Score -745780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -745782.500000 Penalty: 3101.597900
	Iteration 102Q: 3 clusters Score -745782.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -745786.000000 Penalty: 3101.597900
	Iteration 103Q: 3 clusters Score -745786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -745790.375000 Penalty: 3101.597900
	Iteration 104Q: 3 clusters Score -745790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -745789.750000 Penalty: 3101.597900
	Iteration 105Q: 3 clusters Score -745789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -745789.750000 Penalty: 3101.597900
	Iteration 106F: 3 clusters Score -745789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Entering Unmasked Estep 
Score: -708316.187500 Penalty: 1549.218994
	Iteration 0F: 2 clusters Score -708316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -698652.125000 Penalty: 3098.437988
	Iteration 0F: 3 clusters Score -698652.1 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -702078.750000 Penalty: 3098.437988
	Iteration 1F: 3 clusters Score -702078.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -702484.437500 Penalty: 3098.437988
	Iteration 2F: 3 clusters Score -702484.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -702970.312500 Penalty: 3098.437988
	Iteration 3F: 3 clusters Score -702970.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -703445.437500 Penalty: 3098.437988
	Iteration 4F: 3 clusters Score -703445.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -703912.375000 Penalty: 3098.437988
	Iteration 5F: 3 clusters Score -703912.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -704362.812500 Penalty: 3098.437988
	Iteration 6F: 3 clusters Score -704362.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -704822.812500 Penalty: 3098.437988
	Iteration 7F: 3 clusters Score -704822.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -705310.062500 Penalty: 3098.437988
	Iteration 8Q: 3 clusters Score -705310.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -705806.500000 Penalty: 3098.437988
	Iteration 9Q: 3 clusters Score -705806.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -706168.750000 Penalty: 3098.437988
	Iteration 10Q: 3 clusters Score -706168.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -706458.250000 Penalty: 3098.437988
	Iteration 11Q: 3 clusters Score -706458.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -706669.125000 Penalty: 3098.437988
	Iteration 12Q: 3 clusters Score -706669.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -706817.687500 Penalty: 3098.437988
	Iteration 13Q: 3 clusters Score -706817.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -706936.125000 Penalty: 3098.437988
	Iteration 14Q: 3 clusters Score -706936.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -707048.625000 Penalty: 3098.437988
	Iteration 15Q: 3 clusters Score -707048.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -707155.750000 Penalty: 3098.437988
	Iteration 16Q: 3 clusters Score -707155.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -707229.562500 Penalty: 3098.437988
	Iteration 17Q: 3 clusters Score -707229.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -707280.562500 Penalty: 3098.437988
	Iteration 18Q: 3 clusters Score -707280.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -707310.687500 Penalty: 3098.437988
	Iteration 19Q: 3 clusters Score -707310.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -707333.062500 Penalty: 3098.437988
	Iteration 20F: 3 clusters Score -707333.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -707353.812500 Penalty: 3098.437988
	Iteration 21Q: 3 clusters Score -707353.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -707372.250000 Penalty: 3098.437988
	Iteration 22Q: 3 clusters Score -707372.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -707384.625000 Penalty: 3098.437988
	Iteration 23Q: 3 clusters Score -707384.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -707397.750000 Penalty: 3098.437988
	Iteration 24Q: 3 clusters Score -707397.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -707406.062500 Penalty: 3098.437988
	Iteration 25Q: 3 clusters Score -707406.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -707414.625000 Penalty: 3098.437988
	Iteration 26Q: 3 clusters Score -707414.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -707428.250000 Penalty: 3098.437988
	Iteration 27Q: 3 clusters Score -707428.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -707434.125000 Penalty: 3098.437988
	Iteration 28Q: 3 clusters Score -707434.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -707438.625000 Penalty: 3098.437988
	Iteration 29Q: 3 clusters Score -707438.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -707443.562500 Penalty: 3098.437988
	Iteration 30Q: 3 clusters Score -707443.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -707445.937500 Penalty: 3098.437988
	Iteration 31Q: 3 clusters Score -707445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -707450.437500 Penalty: 3098.437988
	Iteration 32Q: 3 clusters Score -707450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -707453.125000 Penalty: 3098.437988
	Iteration 33Q: 3 clusters Score -707453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -707454.812500 Penalty: 3098.437988
	Iteration 34Q: 3 clusters Score -707454.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -707459.500000 Penalty: 3098.437988
	Iteration 35Q: 3 clusters Score -707459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -707462.937500 Penalty: 3098.437988
	Iteration 36Q: 3 clusters Score -707462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -707463.250000 Penalty: 3098.437988
	Iteration 37Q: 3 clusters Score -707463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -707463.937500 Penalty: 3098.437988
	Iteration 38Q: 3 clusters Score -707463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -707465.750000 Penalty: 3098.437988
	Iteration 39Q: 3 clusters Score -707465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -707466.750000 Penalty: 3098.437988
	Iteration 40F: 3 clusters Score -707466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -707467.125000 Penalty: 3098.437988
	Iteration 41Q: 3 clusters Score -707467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -707466.750000 Penalty: 3098.437988
	Iteration 42Q: 3 clusters Score -707466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -707467.625000 Penalty: 3098.437988
	Iteration 43Q: 3 clusters Score -707467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -707467.062500 Penalty: 3098.437988
	Iteration 44Q: 3 clusters Score -707467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -707468.250000 Penalty: 3098.437988
	Iteration 45Q: 3 clusters Score -707468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -707467.812500 Penalty: 3098.437988
	Iteration 46Q: 3 clusters Score -707467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -707469.937500 Penalty: 3098.437988
	Iteration 47Q: 3 clusters Score -707469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -707469.937500 Penalty: 3098.437988
	Iteration 48F: 3 clusters Score -707469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Entering Unmasked Estep 
Score: -2300230.250000 Penalty: 1737.813599
	Iteration 0F: 2 clusters Score -2300230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2270548.000000 Penalty: 3475.627197
	Iteration 0F: 3 clusters Score -2270548 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2282085.000000 Penalty: 3475.627197
	Iteration 1F: 3 clusters Score -2282085 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2282583.750000 Penalty: 3475.627197
	Iteration 2Q: 3 clusters Score -2282584 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2283207.750000 Penalty: 3475.627197
	Iteration 3Q: 3 clusters Score -2283208 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2284023.250000 Penalty: 3475.627197
	Iteration 4Q: 3 clusters Score -2284023 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2285160.750000 Penalty: 3475.627197
	Iteration 5F: 3 clusters Score -2285161 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2286838.250000 Penalty: 3475.627197
	Iteration 6F: 3 clusters Score -2286838 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2289227.750000 Penalty: 3475.627197
	Iteration 7F: 3 clusters Score -2289228 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2291988.000000 Penalty: 3475.627197
	Iteration 8F: 3 clusters Score -2291988 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2294525.500000 Penalty: 3475.627197
	Iteration 9F: 3 clusters Score -2294526 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2296346.750000 Penalty: 3475.627197
	Iteration 10Q: 3 clusters Score -2296347 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2297375.250000 Penalty: 3475.627197
	Iteration 11Q: 3 clusters Score -2297375 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2297952.500000 Penalty: 3475.627197
	Iteration 12Q: 3 clusters Score -2297952 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2298256.250000 Penalty: 3475.627197
	Iteration 13Q: 3 clusters Score -2298256 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2298424.000000 Penalty: 3475.627197
	Iteration 14Q: 3 clusters Score -2298424 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2298540.250000 Penalty: 3475.627197
	Iteration 15Q: 3 clusters Score -2298540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2298602.000000 Penalty: 3475.627197
	Iteration 16Q: 3 clusters Score -2298602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2298654.750000 Penalty: 3475.627197
	Iteration 17Q: 3 clusters Score -2298655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2298689.750000 Penalty: 3475.627197
	Iteration 18Q: 3 clusters Score -2298690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2298718.500000 Penalty: 3475.627197
	Iteration 19Q: 3 clusters Score -2298718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2298736.250000 Penalty: 3475.627197
	Iteration 20F: 3 clusters Score -2298736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2298750.000000 Penalty: 3475.627197
	Iteration 21Q: 3 clusters Score -2298750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2298768.250000 Penalty: 3475.627197
	Iteration 22Q: 3 clusters Score -2298768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2298781.250000 Penalty: 3475.627197
	Iteration 23Q: 3 clusters Score -2298781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2298798.750000 Penalty: 3475.627197
	Iteration 24Q: 3 clusters Score -2298799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2298803.500000 Penalty: 3475.627197
	Iteration 25Q: 3 clusters Score -2298804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2298809.500000 Penalty: 3475.627197
	Iteration 26Q: 3 clusters Score -2298810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2298813.750000 Penalty: 3475.627197
	Iteration 27Q: 3 clusters Score -2298814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2298819.500000 Penalty: 3475.627197
	Iteration 28Q: 3 clusters Score -2298820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2298821.500000 Penalty: 3475.627197
	Iteration 29Q: 3 clusters Score -2298822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2298824.250000 Penalty: 3475.627197
	Iteration 30Q: 3 clusters Score -2298824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2298826.750000 Penalty: 3475.627197
	Iteration 31Q: 3 clusters Score -2298827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2298828.750000 Penalty: 3475.627197
	Iteration 32Q: 3 clusters Score -2298829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2298831.000000 Penalty: 3475.627197
	Iteration 33Q: 3 clusters Score -2298831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2298831.000000 Penalty: 3475.627197
	Iteration 34F: 3 clusters Score -2298831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -346051.718750 Penalty: 1432.642334
	Iteration 0F: 2 clusters Score -346051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -341027.281250 Penalty: 2865.284668
	Iteration 0F: 3 clusters Score -341027.3 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -342449.750000 Penalty: 2865.284668
	Iteration 1F: 3 clusters Score -342449.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -342622.281250 Penalty: 2865.284668
	Iteration 2F: 3 clusters Score -342622.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -342739.750000 Penalty: 2865.284668
	Iteration 3Q: 3 clusters Score -342739.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -342816.750000 Penalty: 2865.284668
	Iteration 4Q: 3 clusters Score -342816.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -342867.875000 Penalty: 2865.284668
	Iteration 5Q: 3 clusters Score -342867.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -342913.593750 Penalty: 2865.284668
	Iteration 6Q: 3 clusters Score -342913.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -342948.843750 Penalty: 2865.284668
	Iteration 7Q: 3 clusters Score -342948.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -342978.000000 Penalty: 2865.284668
	Iteration 8Q: 3 clusters Score -342978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -342998.031250 Penalty: 2865.284668
	Iteration 9Q: 3 clusters Score -342998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -343017.093750 Penalty: 2865.284668
	Iteration 10Q: 3 clusters Score -343017.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -343038.437500 Penalty: 2865.284668
	Iteration 11Q: 3 clusters Score -343038.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -343060.187500 Penalty: 2865.284668
	Iteration 12Q: 3 clusters Score -343060.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -343085.031250 Penalty: 2865.284668
	Iteration 13Q: 3 clusters Score -343085 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -343110.750000 Penalty: 2865.284668
	Iteration 14Q: 3 clusters Score -343110.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -343141.750000 Penalty: 2865.284668
	Iteration 15Q: 3 clusters Score -343141.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -343178.437500 Penalty: 2865.284668
	Iteration 16Q: 3 clusters Score -343178.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -343225.906250 Penalty: 2865.284668
	Iteration 17Q: 3 clusters Score -343225.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -343295.250000 Penalty: 2865.284668
	Iteration 18Q: 3 clusters Score -343295.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -343382.375000 Penalty: 2865.284668
	Iteration 19Q: 3 clusters Score -343382.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -343470.156250 Penalty: 2865.284668
	Iteration 20F: 3 clusters Score -343470.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -343566.968750 Penalty: 2865.284668
	Iteration 21Q: 3 clusters Score -343567 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -343682.500000 Penalty: 2865.284668
	Iteration 22Q: 3 clusters Score -343682.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -343815.781250 Penalty: 2865.284668
	Iteration 23Q: 3 clusters Score -343815.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -343958.531250 Penalty: 2865.284668
	Iteration 24Q: 3 clusters Score -343958.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -344114.968750 Penalty: 2865.284668
	Iteration 25Q: 3 clusters Score -344115 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -344261.218750 Penalty: 2865.284668
	Iteration 26Q: 3 clusters Score -344261.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -344383.218750 Penalty: 2865.284668
	Iteration 27Q: 3 clusters Score -344383.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -344470.187500 Penalty: 2865.284668
	Iteration 28Q: 3 clusters Score -344470.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -344551.062500 Penalty: 2865.284668
	Iteration 29Q: 3 clusters Score -344551.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -344625.687500 Penalty: 2865.284668
	Iteration 30Q: 3 clusters Score -344625.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -344674.406250 Penalty: 2865.284668
	Iteration 31Q: 3 clusters Score -344674.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -344719.875000 Penalty: 2865.284668
	Iteration 32Q: 3 clusters Score -344719.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -344755.000000 Penalty: 2865.284668
	Iteration 33Q: 3 clusters Score -344755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -344794.031250 Penalty: 2865.284668
	Iteration 34Q: 3 clusters Score -344794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -344814.750000 Penalty: 2865.284668
	Iteration 35Q: 3 clusters Score -344814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -344831.812500 Penalty: 2865.284668
	Iteration 36Q: 3 clusters Score -344831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -344839.750000 Penalty: 2865.284668
	Iteration 37Q: 3 clusters Score -344839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -344845.156250 Penalty: 2865.284668
	Iteration 38Q: 3 clusters Score -344845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -344850.656250 Penalty: 2865.284668
	Iteration 39Q: 3 clusters Score -344850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -344855.156250 Penalty: 2865.284668
	Iteration 40F: 3 clusters Score -344855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -344855.468750 Penalty: 2865.284668
	Iteration 41Q: 3 clusters Score -344855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -344855.468750 Penalty: 2865.284668
	Iteration 42F: 3 clusters Score -344855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -445293.562500 Penalty: 1468.270508
	Iteration 0F: 2 clusters Score -445293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -439248.375000 Penalty: 2936.541016
	Iteration 0F: 3 clusters Score -439248.4 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -441148.500000 Penalty: 2936.541016
	Iteration 1F: 3 clusters Score -441148.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -441408.750000 Penalty: 2936.541016
	Iteration 2F: 3 clusters Score -441408.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -441612.062500 Penalty: 2936.541016
	Iteration 3F: 3 clusters Score -441612.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -441781.312500 Penalty: 2936.541016
	Iteration 4Q: 3 clusters Score -441781.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -442000.718750 Penalty: 2936.541016
	Iteration 5Q: 3 clusters Score -442000.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -442235.093750 Penalty: 2936.541016
	Iteration 6F: 3 clusters Score -442235.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -442452.687500 Penalty: 2936.541016
	Iteration 7Q: 3 clusters Score -442452.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -442731.093750 Penalty: 2936.541016
	Iteration 8Q: 3 clusters Score -442731.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -443005.625000 Penalty: 2936.541016
	Iteration 9Q: 3 clusters Score -443005.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -443270.187500 Penalty: 2936.541016
	Iteration 10Q: 3 clusters Score -443270.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -443459.750000 Penalty: 2936.541016
	Iteration 11Q: 3 clusters Score -443459.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -443573.468750 Penalty: 2936.541016
	Iteration 12Q: 3 clusters Score -443573.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -443633.250000 Penalty: 2936.541016
	Iteration 13Q: 3 clusters Score -443633.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -443673.968750 Penalty: 2936.541016
	Iteration 14Q: 3 clusters Score -443674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -443707.687500 Penalty: 2936.541016
	Iteration 15Q: 3 clusters Score -443707.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -443733.656250 Penalty: 2936.541016
	Iteration 16Q: 3 clusters Score -443733.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -443750.843750 Penalty: 2936.541016
	Iteration 17Q: 3 clusters Score -443750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -443770.031250 Penalty: 2936.541016
	Iteration 18Q: 3 clusters Score -443770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -443782.718750 Penalty: 2936.541016
	Iteration 19Q: 3 clusters Score -443782.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -443795.812500 Penalty: 2936.541016
	Iteration 20F: 3 clusters Score -443795.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -443806.875000 Penalty: 2936.541016
	Iteration 21Q: 3 clusters Score -443806.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -443816.843750 Penalty: 2936.541016
	Iteration 22Q: 3 clusters Score -443816.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -443823.250000 Penalty: 2936.541016
	Iteration 23Q: 3 clusters Score -443823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -443832.125000 Penalty: 2936.541016
	Iteration 24Q: 3 clusters Score -443832.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -443840.843750 Penalty: 2936.541016
	Iteration 25Q: 3 clusters Score -443840.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -443852.750000 Penalty: 2936.541016
	Iteration 26Q: 3 clusters Score -443852.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -443868.187500 Penalty: 2936.541016
	Iteration 27Q: 3 clusters Score -443868.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -443883.468750 Penalty: 2936.541016
	Iteration 28Q: 3 clusters Score -443883.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -443895.500000 Penalty: 2936.541016
	Iteration 29Q: 3 clusters Score -443895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -443906.250000 Penalty: 2936.541016
	Iteration 30Q: 3 clusters Score -443906.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -443917.687500 Penalty: 2936.541016
	Iteration 31Q: 3 clusters Score -443917.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -443929.437500 Penalty: 2936.541016
	Iteration 32Q: 3 clusters Score -443929.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -443940.031250 Penalty: 2936.541016
	Iteration 33Q: 3 clusters Score -443940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -443948.125000 Penalty: 2936.541016
	Iteration 34Q: 3 clusters Score -443948.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -443955.093750 Penalty: 2936.541016
	Iteration 35Q: 3 clusters Score -443955.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -443960.812500 Penalty: 2936.541016
	Iteration 36Q: 3 clusters Score -443960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -443964.750000 Penalty: 2936.541016
	Iteration 37Q: 3 clusters Score -443964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -443967.750000 Penalty: 2936.541016
	Iteration 38Q: 3 clusters Score -443967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -443971.437500 Penalty: 2936.541016
	Iteration 39Q: 3 clusters Score -443971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -443975.406250 Penalty: 2936.541016
	Iteration 40F: 3 clusters Score -443975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -443977.906250 Penalty: 2936.541016
	Iteration 41Q: 3 clusters Score -443977.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -443979.718750 Penalty: 2936.541016
	Iteration 42Q: 3 clusters Score -443979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -443980.500000 Penalty: 2936.541016
	Iteration 43Q: 3 clusters Score -443980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -443979.968750 Penalty: 2936.541016
	Iteration 44Q: 3 clusters Score -443980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -443979.968750 Penalty: 2936.541016
	Iteration 45F: 3 clusters Score -443980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (209080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209080 members 
Entering Unmasked Estep 
Score: -10905447.000000 Penalty: 1990.701660
	Iteration 0F: 2 clusters Score -1.090545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -10764836.000000 Penalty: 3981.403320
	Iteration 0F: 3 clusters Score -1.076484e+07 nChanged 101198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -10824462.000000 Penalty: 3981.403320
	Iteration 1F: 3 clusters Score -1.082446e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -10825458.000000 Penalty: 3981.403320
	Iteration 2Q: 3 clusters Score -1.082546e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 94516 members 
Entering Unmasked Estep 
Score: -10826986.000000 Penalty: 3981.403320
	Iteration 3Q: 3 clusters Score -1.082699e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -10829684.000000 Penalty: 3981.403320
	Iteration 4Q: 3 clusters Score -1.082968e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130241 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -10834684.000000 Penalty: 3981.403320
	Iteration 5Q: 3 clusters Score -1.083468e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -10843631.000000 Penalty: 3981.403320
	Iteration 6F: 3 clusters Score -1.084363e+07 nChanged 17146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160509 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -10857437.000000 Penalty: 3981.403320
	Iteration 7F: 3 clusters Score -1.085744e+07 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178431 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -10874138.000000 Penalty: 3981.403320
	Iteration 8F: 3 clusters Score -1.087414e+07 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193449 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -10888830.000000 Penalty: 3981.403320
	Iteration 9F: 3 clusters Score -1.088883e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202783 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -10898022.000000 Penalty: 3981.403320
	Iteration 10Q: 3 clusters Score -1.089802e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206874 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -10901784.000000 Penalty: 3981.403320
	Iteration 11Q: 3 clusters Score -1.090178e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208317 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10903020.000000 Penalty: 3981.403320
	Iteration 12Q: 3 clusters Score -1.090302e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208723 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10903354.000000 Penalty: 3981.403320
	Iteration 13Q: 3 clusters Score -1.090335e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208835 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10903499.000000 Penalty: 3981.403320
	Iteration 14Q: 3 clusters Score -1.09035e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208869 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10903601.000000 Penalty: 3981.403320
	Iteration 15Q: 3 clusters Score -1.09036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208886 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10903628.000000 Penalty: 3981.403320
	Iteration 16Q: 3 clusters Score -1.090363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10903659.000000 Penalty: 3981.403320
	Iteration 17Q: 3 clusters Score -1.090366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208904 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10903662.000000 Penalty: 3981.403320
	Iteration 18Q: 3 clusters Score -1.090366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208902 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10903685.000000 Penalty: 3981.403320
	Iteration 19Q: 3 clusters Score -1.090368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208903 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10903682.000000 Penalty: 3981.403320
	Iteration 20F: 3 clusters Score -1.090368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208904 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10903686.000000 Penalty: 3981.403320
	Iteration 21Q: 3 clusters Score -1.090369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208904 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10903686.000000 Penalty: 3981.403320
	Iteration 22F: 3 clusters Score -1.090369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -127946.906250 Penalty: 1280.876099
	Iteration 0F: 2 clusters Score -127946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -125460.601562 Penalty: 2561.752197
	Iteration 0F: 3 clusters Score -125460.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -126140.640625 Penalty: 2561.752197
	Iteration 1F: 3 clusters Score -126140.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -126330.898438 Penalty: 2561.752197
	Iteration 2F: 3 clusters Score -126330.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -126436.000000 Penalty: 2561.752197
	Iteration 3Q: 3 clusters Score -126436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -126527.570312 Penalty: 2561.752197
	Iteration 4Q: 3 clusters Score -126527.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -126602.859375 Penalty: 2561.752197
	Iteration 5Q: 3 clusters Score -126602.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -126671.789062 Penalty: 2561.752197
	Iteration 6Q: 3 clusters Score -126671.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -126758.679688 Penalty: 2561.752197
	Iteration 7Q: 3 clusters Score -126758.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -126815.125000 Penalty: 2561.752197
	Iteration 8Q: 3 clusters Score -126815.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -126862.882812 Penalty: 2561.752197
	Iteration 9Q: 3 clusters Score -126862.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -126907.109375 Penalty: 2561.752197
	Iteration 10Q: 3 clusters Score -126907.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -126952.257812 Penalty: 2561.752197
	Iteration 11Q: 3 clusters Score -126952.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -126991.632812 Penalty: 2561.752197
	Iteration 12Q: 3 clusters Score -126991.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127025.257812 Penalty: 2561.752197
	Iteration 13Q: 3 clusters Score -127025.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -127037.132812 Penalty: 2561.752197
	Iteration 14Q: 3 clusters Score -127037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127047.578125 Penalty: 2561.752197
	Iteration 15Q: 3 clusters Score -127047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -127055.390625 Penalty: 2561.752197
	Iteration 16Q: 3 clusters Score -127055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127060.742188 Penalty: 2561.752197
	Iteration 17Q: 3 clusters Score -127060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -127063.687500 Penalty: 2561.752197
	Iteration 18Q: 3 clusters Score -127063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127064.554688 Penalty: 2561.752197
	Iteration 19Q: 3 clusters Score -127064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -127065.484375 Penalty: 2561.752197
	Iteration 20F: 3 clusters Score -127065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -127069.054688 Penalty: 2561.752197
	Iteration 21Q: 3 clusters Score -127069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -127073.398438 Penalty: 2561.752197
	Iteration 22Q: 3 clusters Score -127073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -127076.265625 Penalty: 2561.752197
	Iteration 23Q: 3 clusters Score -127076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -127078.195312 Penalty: 2561.752197
	Iteration 24Q: 3 clusters Score -127078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127079.234375 Penalty: 2561.752197
	Iteration 25Q: 3 clusters Score -127079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -127080.179688 Penalty: 2561.752197
	Iteration 26Q: 3 clusters Score -127080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127080.320312 Penalty: 2561.752197
	Iteration 27Q: 3 clusters Score -127080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127080.320312 Penalty: 2561.752197
	Iteration 28F: 3 clusters Score -127080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Entering Unmasked Estep 
Score: -2933578.000000 Penalty: 1778.519531
	Iteration 0F: 2 clusters Score -2933578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -2895825.250000 Penalty: 3557.039062
	Iteration 0F: 3 clusters Score -2895825 nChanged 26612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2910738.750000 Penalty: 3557.039062
	Iteration 1F: 3 clusters Score -2910739 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -2911123.250000 Penalty: 3557.039062
	Iteration 2Q: 3 clusters Score -2911123 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -2911464.000000 Penalty: 3557.039062
	Iteration 3Q: 3 clusters Score -2911464 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -2911864.500000 Penalty: 3557.039062
	Iteration 4Q: 3 clusters Score -2911864 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -2912333.750000 Penalty: 3557.039062
	Iteration 5Q: 3 clusters Score -2912334 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2912964.750000 Penalty: 3557.039062
	Iteration 6Q: 3 clusters Score -2912965 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -2913725.750000 Penalty: 3557.039062
	Iteration 7Q: 3 clusters Score -2913726 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2914643.250000 Penalty: 3557.039062
	Iteration 8Q: 3 clusters Score -2914643 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2915757.000000 Penalty: 3557.039062
	Iteration 9Q: 3 clusters Score -2915757 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2917037.000000 Penalty: 3557.039062
	Iteration 10Q: 3 clusters Score -2917037 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2918424.750000 Penalty: 3557.039062
	Iteration 11Q: 3 clusters Score -2918425 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2919883.500000 Penalty: 3557.039062
	Iteration 12Q: 3 clusters Score -2919884 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2921324.250000 Penalty: 3557.039062
	Iteration 13Q: 3 clusters Score -2921324 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2922705.750000 Penalty: 3557.039062
	Iteration 14Q: 3 clusters Score -2922706 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2923935.000000 Penalty: 3557.039062
	Iteration 15Q: 3 clusters Score -2923935 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2924935.250000 Penalty: 3557.039062
	Iteration 16Q: 3 clusters Score -2924935 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2925785.750000 Penalty: 3557.039062
	Iteration 17Q: 3 clusters Score -2925786 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2926495.000000 Penalty: 3557.039062
	Iteration 18Q: 3 clusters Score -2926495 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2927115.500000 Penalty: 3557.039062
	Iteration 19Q: 3 clusters Score -2927116 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2927676.000000 Penalty: 3557.039062
	Iteration 20F: 3 clusters Score -2927676 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2928199.500000 Penalty: 3557.039062
	Iteration 21Q: 3 clusters Score -2928200 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2928699.000000 Penalty: 3557.039062
	Iteration 22Q: 3 clusters Score -2928699 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2929120.000000 Penalty: 3557.039062
	Iteration 23Q: 3 clusters Score -2929120 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2929528.500000 Penalty: 3557.039062
	Iteration 24Q: 3 clusters Score -2929528 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2929887.750000 Penalty: 3557.039062
	Iteration 25Q: 3 clusters Score -2929888 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2930205.750000 Penalty: 3557.039062
	Iteration 26Q: 3 clusters Score -2930206 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2930494.250000 Penalty: 3557.039062
	Iteration 27Q: 3 clusters Score -2930494 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2930756.000000 Penalty: 3557.039062
	Iteration 28Q: 3 clusters Score -2930756 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2930959.000000 Penalty: 3557.039062
	Iteration 29Q: 3 clusters Score -2930959 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2931134.500000 Penalty: 3557.039062
	Iteration 30Q: 3 clusters Score -2931134 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2931282.750000 Penalty: 3557.039062
	Iteration 31Q: 3 clusters Score -2931283 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2931434.500000 Penalty: 3557.039062
	Iteration 32Q: 3 clusters Score -2931434 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2931574.250000 Penalty: 3557.039062
	Iteration 33Q: 3 clusters Score -2931574 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2931677.500000 Penalty: 3557.039062
	Iteration 34Q: 3 clusters Score -2931678 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2931779.500000 Penalty: 3557.039062
	Iteration 35Q: 3 clusters Score -2931780 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2931859.250000 Penalty: 3557.039062
	Iteration 36Q: 3 clusters Score -2931859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2931926.500000 Penalty: 3557.039062
	Iteration 37Q: 3 clusters Score -2931926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2931982.000000 Penalty: 3557.039062
	Iteration 38Q: 3 clusters Score -2931982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2932010.250000 Penalty: 3557.039062
	Iteration 39Q: 3 clusters Score -2932010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2932048.500000 Penalty: 3557.039062
	Iteration 40F: 3 clusters Score -2932048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2932085.000000 Penalty: 3557.039062
	Iteration 41Q: 3 clusters Score -2932085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2932125.000000 Penalty: 3557.039062
	Iteration 42Q: 3 clusters Score -2932125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2932144.500000 Penalty: 3557.039062
	Iteration 43Q: 3 clusters Score -2932144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2932158.000000 Penalty: 3557.039062
	Iteration 44Q: 3 clusters Score -2932158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2932165.750000 Penalty: 3557.039062
	Iteration 45Q: 3 clusters Score -2932166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2932176.500000 Penalty: 3557.039062
	Iteration 46Q: 3 clusters Score -2932176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2932181.250000 Penalty: 3557.039062
	Iteration 47Q: 3 clusters Score -2932181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2932185.750000 Penalty: 3557.039062
	Iteration 48Q: 3 clusters Score -2932186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2932186.500000 Penalty: 3557.039062
	Iteration 49Q: 3 clusters Score -2932186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2932190.000000 Penalty: 3557.039062
	Iteration 50Q: 3 clusters Score -2932190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2932194.000000 Penalty: 3557.039062
	Iteration 51Q: 3 clusters Score -2932194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2932203.750000 Penalty: 3557.039062
	Iteration 52Q: 3 clusters Score -2932204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2932206.750000 Penalty: 3557.039062
	Iteration 53Q: 3 clusters Score -2932207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2932207.000000 Penalty: 3557.039062
	Iteration 54Q: 3 clusters Score -2932207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2932212.000000 Penalty: 3557.039062
	Iteration 55Q: 3 clusters Score -2932212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2932210.250000 Penalty: 3557.039062
	Iteration 56Q: 3 clusters Score -2932210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2932210.250000 Penalty: 3557.039062
	Iteration 57Q: 3 clusters Score -2932210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2932212.500000 Penalty: 3557.039062
	Iteration 58Q: 3 clusters Score -2932212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2932212.500000 Penalty: 3557.039062
	Iteration 59F: 3 clusters Score -2932212 nChanged 0
--- Evaluating fit on full set of 1593789 points ---
Entering Unmasked Estep 
Score: -79187752.000000 Penalty: 39452.988281
23->18 Clusters: Score -79187752.000000, best is -79681304.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 531263 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 23012 members 
Mstep: Class 3 contains 23395 members 
Mstep: Class 4 contains 22889 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 22923 members 
Mstep: Class 7 contains 23045 members 
Mstep: Class 8 contains 23087 members 
Mstep: Class 9 contains 23067 members 
Mstep: Class 10 contains 23257 members 
Mstep: Class 11 contains 23335 members 
Mstep: Class 12 contains 23264 members 
Mstep: Class 13 contains 22931 members 
Mstep: Class 14 contains 23005 members 
Mstep: Class 15 contains 23163 members 
Mstep: Class 16 contains 22825 members 
Mstep: Class 17 contains 23283 members 
Mstep: Class 18 contains 22726 members 
Mstep: Class 19 contains 22736 members 
Mstep: Class 20 contains 23317 members 
Mstep: Class 21 contains 23162 members 
Mstep: Class 22 contains 23012 members 
Mstep: Class 23 contains 23367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 486.985565 but Gain 2142.238281
Score: -24536418.000000 Penalty: 47129.269531
Iteration 0F: 23 clusters Score -2.453642e+07 nChanged 503042
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 21960 members 
Mstep: Class 3 contains 38438 members 
Mstep: Class 4 contains 23727 members 
Mstep: Class 5 contains 19838 members 
Mstep: Class 7 contains 20038 members 
Mstep: Class 8 contains 28818 members 
Mstep: Class 9 contains 20668 members 
Mstep: Class 10 contains 29155 members 
Mstep: Class 11 contains 20053 members 
Mstep: Class 12 contains 35537 members 
Mstep: Class 13 contains 23116 members 
Mstep: Class 14 contains 20029 members 
Mstep: Class 15 contains 24758 members 
Mstep: Class 16 contains 18165 members 
Mstep: Class 17 contains 25895 members 
Mstep: Class 18 contains 24759 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 20625 members 
Mstep: Class 21 contains 22597 members 
Mstep: Class 22 contains 21599 members 
Mstep: Class 23 contains 23782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25709668.000000 Penalty: 47129.269531
Iteration 1F: 23 clusters Score -2.570967e+07 nChanged 141801
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 20124 members 
Mstep: Class 3 contains 41669 members 
Mstep: Class 4 contains 24698 members 
Mstep: Class 5 contains 18955 members 
Mstep: Class 7 contains 20134 members 
Mstep: Class 8 contains 29347 members 
Mstep: Class 9 contains 17259 members 
Mstep: Class 10 contains 30571 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 50013 members 
Mstep: Class 13 contains 21336 members 
Mstep: Class 14 contains 19918 members 
Mstep: Class 15 contains 24857 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 26044 members 
Mstep: Class 18 contains 22670 members 
Mstep: Class 19 contains 24464 members 
Mstep: Class 20 contains 17475 members 
Mstep: Class 21 contains 20406 members 
Mstep: Class 22 contains 19388 members 
Mstep: Class 23 contains 20597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25883668.000000 Penalty: 47129.269531
Iteration 2F: 23 clusters Score -2.588367e+07 nChanged 121327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 18889 members 
Mstep: Class 3 contains 41613 members 
Mstep: Class 4 contains 24078 members 
Mstep: Class 5 contains 17181 members 
Mstep: Class 7 contains 19370 members 
Mstep: Class 8 contains 27355 members 
Mstep: Class 9 contains 16139 members 
Mstep: Class 10 contains 29822 members 
Mstep: Class 11 contains 18708 members 
Mstep: Class 12 contains 70320 members 
Mstep: Class 13 contains 20067 members 
Mstep: Class 14 contains 21177 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 17906 members 
Mstep: Class 17 contains 26531 members 
Mstep: Class 18 contains 20504 members 
Mstep: Class 19 contains 28249 members 
Mstep: Class 20 contains 14794 members 
Mstep: Class 21 contains 19976 members 
Mstep: Class 22 contains 16191 members 
Mstep: Class 23 contains 16959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26008564.000000 Penalty: 47129.269531
Iteration 3F: 23 clusters Score -2.600856e+07 nChanged 102809
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 18552 members 
Mstep: Class 3 contains 38589 members 
Mstep: Class 4 contains 21614 members 
Mstep: Class 5 contains 15402 members 
Mstep: Class 7 contains 17106 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 15731 members 
Mstep: Class 10 contains 28465 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 95495 members 
Mstep: Class 13 contains 19457 members 
Mstep: Class 14 contains 24150 members 
Mstep: Class 15 contains 18225 members 
Mstep: Class 16 contains 17201 members 
Mstep: Class 17 contains 27910 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 30478 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 20052 members 
Mstep: Class 22 contains 12767 members 
Mstep: Class 23 contains 13274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26107212.000000 Penalty: 47129.269531
Iteration 4F: 23 clusters Score -2.610721e+07 nChanged 91138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 18633 members 
Mstep: Class 3 contains 33419 members 
Mstep: Class 4 contains 17966 members 
Mstep: Class 5 contains 13738 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 18777 members 
Mstep: Class 9 contains 15538 members 
Mstep: Class 10 contains 26854 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 124057 members 
Mstep: Class 13 contains 19185 members 
Mstep: Class 14 contains 29388 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 15942 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 18896 members 
Mstep: Class 19 contains 30397 members 
Mstep: Class 20 contains 10631 members 
Mstep: Class 21 contains 19774 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 9725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26196094.000000 Penalty: 47129.269531
Iteration 5F: 23 clusters Score -2.619609e+07 nChanged 81909
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 18747 members 
Mstep: Class 3 contains 26965 members 
Mstep: Class 4 contains 13959 members 
Mstep: Class 5 contains 12369 members 
Mstep: Class 7 contains 8492 members 
Mstep: Class 8 contains 13945 members 
Mstep: Class 9 contains 15531 members 
Mstep: Class 10 contains 25192 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 153022 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 14 contains 36175 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 35693 members 
Mstep: Class 18 contains 18372 members 
Mstep: Class 19 contains 28508 members 
Mstep: Class 20 contains 8539 members 
Mstep: Class 21 contains 19249 members 
Mstep: Class 22 contains 7218 members 
Mstep: Class 23 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26272312.000000 Penalty: 47129.269531
Iteration 6F: 23 clusters Score -2.627231e+07 nChanged 69873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 15818 members 
Mstep: Class 10 contains 23727 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 177640 members 
Mstep: Class 13 contains 18246 members 
Mstep: Class 14 contains 42940 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 13816 members 
Mstep: Class 17 contains 39582 members 
Mstep: Class 18 contains 17686 members 
Mstep: Class 19 contains 26253 members 
Mstep: Class 20 contains 6527 members 
Mstep: Class 21 contains 18087 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 4536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2136.207764 but Gain 2142.242188
Score: -26332960.000000 Penalty: 44987.027344
Iteration 7F: 22 clusters Score -2.633296e+07 nChanged 58463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 10379 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 16546 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 15478 members 
Mstep: Class 12 contains 196219 members 
Mstep: Class 13 contains 17456 members 
Mstep: Class 14 contains 49170 members 
Mstep: Class 15 contains 4830 members 
Mstep: Class 16 contains 13429 members 
Mstep: Class 17 contains 42964 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 25056 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 21 contains 16313 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26382354.000000 Penalty: 44987.027344
Iteration 8F: 22 clusters Score -2.638235e+07 nChanged 44018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 20578 members 
Mstep: Class 3 contains 11225 members 
Mstep: Class 4 contains 6634 members 
Mstep: Class 5 contains 9412 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 17200 members 
Mstep: Class 10 contains 20406 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 206955 members 
Mstep: Class 13 contains 16449 members 
Mstep: Class 14 contains 54677 members 
Mstep: Class 15 contains 3462 members 
Mstep: Class 16 contains 13384 members 
Mstep: Class 17 contains 45740 members 
Mstep: Class 18 contains 15155 members 
Mstep: Class 19 contains 24749 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 14083 members 
Mstep: Class 22 contains 3007 members 
Mstep: Class 23 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26413650.000000 Penalty: 44987.027344
Iteration 9F: 22 clusters Score -2.641365e+07 nChanged 35086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 21477 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 214095 members 
Mstep: Class 13 contains 15460 members 
Mstep: Class 14 contains 59443 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 16 contains 13506 members 
Mstep: Class 17 contains 47994 members 
Mstep: Class 18 contains 13356 members 
Mstep: Class 19 contains 24691 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 12017 members 
Mstep: Class 22 contains 2324 members 
Mstep: Class 23 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1866.390015 but Gain 2142.238281
Score: -26435696.000000 Penalty: 42844.789062
Iteration 10F: 21 clusters Score -2.64357e+07 nChanged 30000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 22428 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 9 contains 18453 members 
Mstep: Class 10 contains 17491 members 
Mstep: Class 11 contains 10397 members 
Mstep: Class 12 contains 219265 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 63794 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 49871 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 24767 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1895.989380 but Gain 2142.238281
Score: -26454660.000000 Penalty: 40702.550781
Iteration 11F: 20 clusters Score -2.645466e+07 nChanged 24161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 23284 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 9 contains 19218 members 
Mstep: Class 10 contains 16348 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 222653 members 
Mstep: Class 13 contains 13720 members 
Mstep: Class 14 contains 67519 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 13568 members 
Mstep: Class 17 contains 51242 members 
Mstep: Class 18 contains 9643 members 
Mstep: Class 19 contains 24501 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 8996 members 
Mstep: Class 23 contains 3111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1807.289551 but Gain 2142.242188
Score: -26468916.000000 Penalty: 38560.308594
Iteration 12Q: 19 clusters Score -2.646892e+07 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 23814 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 9 contains 19797 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 8347 members 
Mstep: Class 12 contains 224748 members 
Mstep: Class 13 contains 12891 members 
Mstep: Class 14 contains 70402 members 
Mstep: Class 16 contains 13456 members 
Mstep: Class 17 contains 52370 members 
Mstep: Class 18 contains 7906 members 
Mstep: Class 19 contains 24599 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 23 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26479580.000000 Penalty: 38560.308594
Iteration 13Q: 19 clusters Score -2.647958e+07 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 24188 members 
Mstep: Class 3 contains 3835 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 9 contains 20221 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 225786 members 
Mstep: Class 13 contains 12218 members 
Mstep: Class 14 contains 72605 members 
Mstep: Class 16 contains 13236 members 
Mstep: Class 17 contains 53017 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 24422 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 7506 members 
Mstep: Class 23 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26486914.000000 Penalty: 38560.308594
Iteration 14Q: 19 clusters Score -2.648691e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 24391 members 
Mstep: Class 3 contains 3556 members 
Mstep: Class 4 contains 3838 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 9 contains 20517 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 226476 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 74415 members 
Mstep: Class 16 contains 12983 members 
Mstep: Class 17 contains 53497 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 24227 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 23 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26492314.000000 Penalty: 38560.308594
Iteration 15Q: 19 clusters Score -2.649231e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 24565 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 5118 members 
Mstep: Class 9 contains 20656 members 
Mstep: Class 10 contains 12648 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 226854 members 
Mstep: Class 13 contains 11244 members 
Mstep: Class 14 contains 75958 members 
Mstep: Class 16 contains 12714 members 
Mstep: Class 17 contains 53882 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 24042 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 23 contains 3873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496742.000000 Penalty: 38560.308594
Iteration 16Q: 19 clusters Score -2.649674e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 24681 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 9 contains 20685 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 227019 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 77197 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 54132 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 23891 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 6424 members 
Mstep: Class 23 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26499792.000000 Penalty: 38560.308594
Iteration 17Q: 19 clusters Score -2.649979e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 24756 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 9 contains 20702 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 227117 members 
Mstep: Class 13 contains 10621 members 
Mstep: Class 14 contains 78205 members 
Mstep: Class 16 contains 12148 members 
Mstep: Class 17 contains 54376 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 23736 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 23 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502118.000000 Penalty: 38560.308594
Iteration 18Q: 19 clusters Score -2.650212e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 24741 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 4575 members 
Mstep: Class 9 contains 20681 members 
Mstep: Class 10 contains 11239 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 227223 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 79030 members 
Mstep: Class 16 contains 11817 members 
Mstep: Class 17 contains 54612 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 23608 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 6099 members 
Mstep: Class 23 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503774.000000 Penalty: 38560.308594
Iteration 19Q: 19 clusters Score -2.650377e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 24637 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 9 contains 20652 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 227346 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 79743 members 
Mstep: Class 16 contains 11456 members 
Mstep: Class 17 contains 54779 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 23513 members 
Mstep: Class 20 contains 1722 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 23 contains 4361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2067.350830 but Gain 2142.238281
Score: -26505344.000000 Penalty: 36418.070312
Iteration 20F: 18 clusters Score -2.650534e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 4451 members 
Mstep: Class 9 contains 20670 members 
Mstep: Class 10 contains 10787 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 227588 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 80980 members 
Mstep: Class 16 contains 11145 members 
Mstep: Class 17 contains 54866 members 
Mstep: Class 19 contains 23476 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 5835 members 
Mstep: Class 23 contains 4627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508742.000000 Penalty: 36418.070312
Iteration 21Q: 18 clusters Score -2.650874e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 24424 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 4449 members 
Mstep: Class 9 contains 20652 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 227544 members 
Mstep: Class 13 contains 10186 members 
Mstep: Class 14 contains 81531 members 
Mstep: Class 16 contains 10857 members 
Mstep: Class 17 contains 54867 members 
Mstep: Class 19 contains 23433 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 23 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26509714.000000 Penalty: 36418.070312
Iteration 22Q: 18 clusters Score -2.650971e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 24324 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 3096 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 9 contains 20606 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 227561 members 
Mstep: Class 13 contains 10048 members 
Mstep: Class 14 contains 81967 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 54818 members 
Mstep: Class 19 contains 23414 members 
Mstep: Class 20 contains 1873 members 
Mstep: Class 21 contains 5615 members 
Mstep: Class 23 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26510620.000000 Penalty: 36418.070312
Iteration 23Q: 18 clusters Score -2.651062e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 24224 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 3100 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 9 contains 20570 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 227541 members 
Mstep: Class 13 contains 9908 members 
Mstep: Class 14 contains 82357 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 54776 members 
Mstep: Class 19 contains 23390 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 23 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26511386.000000 Penalty: 36418.070312
Iteration 24Q: 18 clusters Score -2.651139e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 24126 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 9 contains 20505 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 227551 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 82740 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 54730 members 
Mstep: Class 19 contains 23363 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 21 contains 5440 members 
Mstep: Class 23 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26512092.000000 Penalty: 36418.070312
Iteration 25Q: 18 clusters Score -2.651209e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 24003 members 
Mstep: Class 3 contains 2788 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 9 contains 20467 members 
Mstep: Class 10 contains 10232 members 
Mstep: Class 11 contains 5124 members 
Mstep: Class 12 contains 227531 members 
Mstep: Class 13 contains 9663 members 
Mstep: Class 14 contains 83063 members 
Mstep: Class 16 contains 10016 members 
Mstep: Class 17 contains 54648 members 
Mstep: Class 19 contains 23384 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 23 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26512740.000000 Penalty: 36418.070312
Iteration 26Q: 18 clusters Score -2.651274e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 9 contains 20451 members 
Mstep: Class 10 contains 10221 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 227465 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 83341 members 
Mstep: Class 16 contains 9874 members 
Mstep: Class 17 contains 54518 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 23 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26513266.000000 Penalty: 36418.070312
Iteration 27Q: 18 clusters Score -2.651327e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 4719 members 
Mstep: Class 9 contains 20419 members 
Mstep: Class 10 contains 10215 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 227344 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 83607 members 
Mstep: Class 16 contains 9780 members 
Mstep: Class 17 contains 54408 members 
Mstep: Class 19 contains 23452 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 23 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26513560.000000 Penalty: 36418.070312
Iteration 28Q: 18 clusters Score -2.651356e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 23637 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 9 contains 20385 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 227207 members 
Mstep: Class 13 contains 9368 members 
Mstep: Class 14 contains 83838 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 54287 members 
Mstep: Class 19 contains 23482 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 5075 members 
Mstep: Class 23 contains 5197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514010.000000 Penalty: 36418.070312
Iteration 29Q: 18 clusters Score -2.651401e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 23462 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 9 contains 20352 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 226950 members 
Mstep: Class 13 contains 9267 members 
Mstep: Class 14 contains 84088 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 54147 members 
Mstep: Class 19 contains 23529 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 23 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514248.000000 Penalty: 36418.070312
Iteration 30Q: 18 clusters Score -2.651425e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 23213 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 9 contains 20334 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 226703 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 84293 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 54003 members 
Mstep: Class 19 contains 23588 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 4927 members 
Mstep: Class 23 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514618.000000 Penalty: 36418.070312
Iteration 31Q: 18 clusters Score -2.651462e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 22973 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 9 contains 20293 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 226411 members 
Mstep: Class 13 contains 9046 members 
Mstep: Class 14 contains 84488 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 53843 members 
Mstep: Class 19 contains 23649 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 4875 members 
Mstep: Class 23 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26514958.000000 Penalty: 36418.070312
Iteration 32Q: 18 clusters Score -2.651496e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 22719 members 
Mstep: Class 3 contains 2648 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 226086 members 
Mstep: Class 13 contains 8938 members 
Mstep: Class 14 contains 84641 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 53713 members 
Mstep: Class 19 contains 23705 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 23 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515282.000000 Penalty: 36418.070312
Iteration 33Q: 18 clusters Score -2.651528e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 22474 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 9 contains 20237 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 225783 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 84756 members 
Mstep: Class 16 contains 9731 members 
Mstep: Class 17 contains 53584 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 4764 members 
Mstep: Class 23 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515668.000000 Penalty: 36418.070312
Iteration 34Q: 18 clusters Score -2.651567e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 22250 members 
Mstep: Class 3 contains 2612 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 9 contains 20210 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 225456 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 84862 members 
Mstep: Class 16 contains 9760 members 
Mstep: Class 17 contains 53422 members 
Mstep: Class 19 contains 23835 members 
Mstep: Class 20 contains 2241 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 23 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26515936.000000 Penalty: 36418.070312
Iteration 35Q: 18 clusters Score -2.651594e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 22047 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 9 contains 20196 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 225126 members 
Mstep: Class 13 contains 8633 members 
Mstep: Class 14 contains 84958 members 
Mstep: Class 16 contains 9797 members 
Mstep: Class 17 contains 53242 members 
Mstep: Class 19 contains 23886 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 4662 members 
Mstep: Class 23 contains 5445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516144.000000 Penalty: 36418.070312
Iteration 36Q: 18 clusters Score -2.651614e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 21838 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 9 contains 20185 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 224774 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 85037 members 
Mstep: Class 16 contains 9819 members 
Mstep: Class 17 contains 53073 members 
Mstep: Class 19 contains 23940 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 23 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516288.000000 Penalty: 36418.070312
Iteration 37Q: 18 clusters Score -2.651629e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 21651 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 9 contains 20171 members 
Mstep: Class 10 contains 10888 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 224442 members 
Mstep: Class 13 contains 8431 members 
Mstep: Class 14 contains 85100 members 
Mstep: Class 16 contains 9841 members 
Mstep: Class 17 contains 52882 members 
Mstep: Class 19 contains 23983 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 23 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516548.000000 Penalty: 36418.070312
Iteration 38Q: 18 clusters Score -2.651655e+07 nChanged 1601
Entering ConstructFrom: 
Score: -26516548.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (45566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Entering Unmasked Estep 
Score: -2391201.500000 Penalty: 1743.124023
	Iteration 0F: 2 clusters Score -2391202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2360658.500000 Penalty: 3486.248047
	Iteration 0F: 3 clusters Score -2360658 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2372608.250000 Penalty: 3486.248047
	Iteration 1F: 3 clusters Score -2372608 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2373065.750000 Penalty: 3486.248047
	Iteration 2Q: 3 clusters Score -2373066 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2373614.000000 Penalty: 3486.248047
	Iteration 3Q: 3 clusters Score -2373614 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2374392.000000 Penalty: 3486.248047
	Iteration 4Q: 3 clusters Score -2374392 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2375547.500000 Penalty: 3486.248047
	Iteration 5Q: 3 clusters Score -2375548 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2377285.250000 Penalty: 3486.248047
	Iteration 6F: 3 clusters Score -2377285 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2379661.250000 Penalty: 3486.248047
	Iteration 7F: 3 clusters Score -2379661 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2382286.750000 Penalty: 3486.248047
	Iteration 8F: 3 clusters Score -2382287 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2384589.500000 Penalty: 3486.248047
	Iteration 9F: 3 clusters Score -2384590 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2386101.000000 Penalty: 3486.248047
	Iteration 10Q: 3 clusters Score -2386101 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2386921.000000 Penalty: 3486.248047
	Iteration 11Q: 3 clusters Score -2386921 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2387423.000000 Penalty: 3486.248047
	Iteration 12Q: 3 clusters Score -2387423 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2387826.750000 Penalty: 3486.248047
	Iteration 13Q: 3 clusters Score -2387827 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2388147.250000 Penalty: 3486.248047
	Iteration 14Q: 3 clusters Score -2388147 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2388410.250000 Penalty: 3486.248047
	Iteration 15Q: 3 clusters Score -2388410 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2388621.000000 Penalty: 3486.248047
	Iteration 16Q: 3 clusters Score -2388621 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2388778.500000 Penalty: 3486.248047
	Iteration 17Q: 3 clusters Score -2388778 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2388927.750000 Penalty: 3486.248047
	Iteration 18Q: 3 clusters Score -2388928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2389043.250000 Penalty: 3486.248047
	Iteration 19Q: 3 clusters Score -2389043 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2389116.500000 Penalty: 3486.248047
	Iteration 20F: 3 clusters Score -2389116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2389182.250000 Penalty: 3486.248047
	Iteration 21Q: 3 clusters Score -2389182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2389264.500000 Penalty: 3486.248047
	Iteration 22Q: 3 clusters Score -2389264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2389338.750000 Penalty: 3486.248047
	Iteration 23Q: 3 clusters Score -2389339 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2389394.750000 Penalty: 3486.248047
	Iteration 24Q: 3 clusters Score -2389395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2389422.250000 Penalty: 3486.248047
	Iteration 25Q: 3 clusters Score -2389422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2389448.000000 Penalty: 3486.248047
	Iteration 26Q: 3 clusters Score -2389448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2389464.750000 Penalty: 3486.248047
	Iteration 27Q: 3 clusters Score -2389465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2389482.750000 Penalty: 3486.248047
	Iteration 28Q: 3 clusters Score -2389483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2389500.500000 Penalty: 3486.248047
	Iteration 29Q: 3 clusters Score -2389500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2389526.500000 Penalty: 3486.248047
	Iteration 30Q: 3 clusters Score -2389526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2389537.500000 Penalty: 3486.248047
	Iteration 31Q: 3 clusters Score -2389538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2389561.500000 Penalty: 3486.248047
	Iteration 32Q: 3 clusters Score -2389562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2389565.750000 Penalty: 3486.248047
	Iteration 33Q: 3 clusters Score -2389566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2389576.250000 Penalty: 3486.248047
	Iteration 34Q: 3 clusters Score -2389576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2389595.750000 Penalty: 3486.248047
	Iteration 35Q: 3 clusters Score -2389596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2389604.750000 Penalty: 3486.248047
	Iteration 36Q: 3 clusters Score -2389605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2389615.250000 Penalty: 3486.248047
	Iteration 37Q: 3 clusters Score -2389615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2389620.500000 Penalty: 3486.248047
	Iteration 38Q: 3 clusters Score -2389620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2389630.750000 Penalty: 3486.248047
	Iteration 39Q: 3 clusters Score -2389631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2389636.250000 Penalty: 3486.248047
	Iteration 40F: 3 clusters Score -2389636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2389644.500000 Penalty: 3486.248047
	Iteration 41Q: 3 clusters Score -2389644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2389647.000000 Penalty: 3486.248047
	Iteration 42Q: 3 clusters Score -2389647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2389649.500000 Penalty: 3486.248047
	Iteration 43Q: 3 clusters Score -2389650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2389652.250000 Penalty: 3486.248047
	Iteration 44Q: 3 clusters Score -2389652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2389653.750000 Penalty: 3486.248047
	Iteration 45Q: 3 clusters Score -2389654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2389656.000000 Penalty: 3486.248047
	Iteration 46Q: 3 clusters Score -2389656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2389659.250000 Penalty: 3486.248047
	Iteration 47Q: 3 clusters Score -2389659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2389656.500000 Penalty: 3486.248047
	Iteration 48Q: 3 clusters Score -2389656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2389656.000000 Penalty: 3486.248047
	Iteration 49Q: 3 clusters Score -2389656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2389654.750000 Penalty: 3486.248047
	Iteration 50Q: 3 clusters Score -2389655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2389660.750000 Penalty: 3486.248047
	Iteration 51Q: 3 clusters Score -2389661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2389660.500000 Penalty: 3486.248047
	Iteration 52Q: 3 clusters Score -2389660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2389658.500000 Penalty: 3486.248047
	Iteration 53Q: 3 clusters Score -2389658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2389666.750000 Penalty: 3486.248047
	Iteration 54Q: 3 clusters Score -2389667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2389665.500000 Penalty: 3486.248047
	Iteration 55Q: 3 clusters Score -2389666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2389667.500000 Penalty: 3486.248047
	Iteration 56Q: 3 clusters Score -2389668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2389669.250000 Penalty: 3486.248047
	Iteration 57Q: 3 clusters Score -2389669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2389669.750000 Penalty: 3486.248047
	Iteration 58Q: 3 clusters Score -2389670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2389665.000000 Penalty: 3486.248047
	Iteration 59Q: 3 clusters Score -2389665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2389667.000000 Penalty: 3486.248047
	Iteration 60F: 3 clusters Score -2389667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2389664.000000 Penalty: 3486.248047
	Iteration 61Q: 3 clusters Score -2389664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2389664.000000 Penalty: 3486.248047
	Iteration 62F: 3 clusters Score -2389664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Entering Unmasked Estep 
Score: -1117603.375000 Penalty: 1621.083984
	Iteration 0F: 2 clusters Score -1117603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1103086.625000 Penalty: 3242.167969
	Iteration 0F: 3 clusters Score -1103087 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1108498.875000 Penalty: 3242.167969
	Iteration 1F: 3 clusters Score -1108499 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1108962.250000 Penalty: 3242.167969
	Iteration 2F: 3 clusters Score -1108962 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1109421.125000 Penalty: 3242.167969
	Iteration 3F: 3 clusters Score -1109421 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1109880.500000 Penalty: 3242.167969
	Iteration 4F: 3 clusters Score -1109880 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1110374.625000 Penalty: 3242.167969
	Iteration 5Q: 3 clusters Score -1110375 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1110945.750000 Penalty: 3242.167969
	Iteration 6F: 3 clusters Score -1110946 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1111661.000000 Penalty: 3242.167969
	Iteration 7F: 3 clusters Score -1111661 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1112490.125000 Penalty: 3242.167969
	Iteration 8F: 3 clusters Score -1112490 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1113396.000000 Penalty: 3242.167969
	Iteration 9F: 3 clusters Score -1113396 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1114311.125000 Penalty: 3242.167969
	Iteration 10F: 3 clusters Score -1114311 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1115013.000000 Penalty: 3242.167969
	Iteration 11Q: 3 clusters Score -1115013 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1115494.375000 Penalty: 3242.167969
	Iteration 12Q: 3 clusters Score -1115494 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1115802.875000 Penalty: 3242.167969
	Iteration 13Q: 3 clusters Score -1115803 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1115966.500000 Penalty: 3242.167969
	Iteration 14Q: 3 clusters Score -1115966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1116050.000000 Penalty: 3242.167969
	Iteration 15Q: 3 clusters Score -1116050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1116086.500000 Penalty: 3242.167969
	Iteration 16Q: 3 clusters Score -1116086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1116119.250000 Penalty: 3242.167969
	Iteration 17Q: 3 clusters Score -1116119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1116140.750000 Penalty: 3242.167969
	Iteration 18Q: 3 clusters Score -1116141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1116151.250000 Penalty: 3242.167969
	Iteration 19Q: 3 clusters Score -1116151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1116160.000000 Penalty: 3242.167969
	Iteration 20F: 3 clusters Score -1116160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1116168.625000 Penalty: 3242.167969
	Iteration 21Q: 3 clusters Score -1116169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1116174.625000 Penalty: 3242.167969
	Iteration 22Q: 3 clusters Score -1116175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1116178.375000 Penalty: 3242.167969
	Iteration 23Q: 3 clusters Score -1116178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1116185.750000 Penalty: 3242.167969
	Iteration 24Q: 3 clusters Score -1116186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1116188.375000 Penalty: 3242.167969
	Iteration 25Q: 3 clusters Score -1116188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1116190.625000 Penalty: 3242.167969
	Iteration 26Q: 3 clusters Score -1116191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1116191.250000 Penalty: 3242.167969
	Iteration 27Q: 3 clusters Score -1116191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1116191.375000 Penalty: 3242.167969
	Iteration 28Q: 3 clusters Score -1116191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1116193.875000 Penalty: 3242.167969
	Iteration 29Q: 3 clusters Score -1116194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1116195.125000 Penalty: 3242.167969
	Iteration 30Q: 3 clusters Score -1116195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1116195.125000 Penalty: 3242.167969
	Iteration 31F: 3 clusters Score -1116195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -131773.093750 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -131773.1 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 1294 members 
Entering Unmasked Estep 
Score: -129290.187500 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -129290.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -129825.742188 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -129825.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -129956.718750 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -129956.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -130053.085938 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -130053.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -130114.601562 Penalty: 2549.123291
	Iteration 4Q: 3 clusters Score -130114.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -130153.000000 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -130153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -130183.250000 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -130183.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -130208.148438 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -130208.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -130229.289062 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -130229.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -130247.304688 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -130247.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -130264.812500 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -130264.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -130281.531250 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -130281.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -130294.937500 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -130294.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -130310.367188 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -130310.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -130328.906250 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -130328.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -130348.390625 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -130348.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -130366.078125 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -130366.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -130383.671875 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -130383.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -130398.039062 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -130398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -130412.953125 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -130413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -130420.906250 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -130420.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -130427.265625 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -130427.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -130433.312500 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -130433.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -130439.109375 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -130439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -130445.437500 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -130445.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -130451.398438 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -130451.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -130457.703125 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -130457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -130461.492188 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -130461.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -130468.031250 Penalty: 2549.123291
	Iteration 28Q: 3 clusters Score -130468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -130479.859375 Penalty: 2549.123291
	Iteration 29Q: 3 clusters Score -130479.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -130489.093750 Penalty: 2549.123291
	Iteration 30Q: 3 clusters Score -130489.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -130495.890625 Penalty: 2549.123291
	Iteration 31Q: 3 clusters Score -130495.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -130503.421875 Penalty: 2549.123291
	Iteration 32Q: 3 clusters Score -130503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -130511.070312 Penalty: 2549.123291
	Iteration 33Q: 3 clusters Score -130511.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -130519.929688 Penalty: 2549.123291
	Iteration 34Q: 3 clusters Score -130519.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -130528.421875 Penalty: 2549.123291
	Iteration 35Q: 3 clusters Score -130528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -130531.414062 Penalty: 2549.123291
	Iteration 36Q: 3 clusters Score -130531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -130532.531250 Penalty: 2549.123291
	Iteration 37Q: 3 clusters Score -130532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -130533.343750 Penalty: 2549.123291
	Iteration 38Q: 3 clusters Score -130533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -130534.820312 Penalty: 2549.123291
	Iteration 39Q: 3 clusters Score -130534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -130537.984375 Penalty: 2549.123291
	Iteration 40F: 3 clusters Score -130538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -130540.460938 Penalty: 2549.123291
	Iteration 41Q: 3 clusters Score -130540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -130541.453125 Penalty: 2549.123291
	Iteration 42Q: 3 clusters Score -130541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -130542.500000 Penalty: 2549.123291
	Iteration 43Q: 3 clusters Score -130542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -130543.085938 Penalty: 2549.123291
	Iteration 44Q: 3 clusters Score -130543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -130543.375000 Penalty: 2549.123291
	Iteration 45Q: 3 clusters Score -130543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -130544.765625 Penalty: 2549.123291
	Iteration 46Q: 3 clusters Score -130544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -130546.601562 Penalty: 2549.123291
	Iteration 47Q: 3 clusters Score -130546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -130549.031250 Penalty: 2549.123291
	Iteration 48Q: 3 clusters Score -130549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -130550.679688 Penalty: 2549.123291
	Iteration 49Q: 3 clusters Score -130550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -130554.875000 Penalty: 2549.123291
	Iteration 50Q: 3 clusters Score -130554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -130558.070312 Penalty: 2549.123291
	Iteration 51Q: 3 clusters Score -130558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -130565.656250 Penalty: 2549.123291
	Iteration 52Q: 3 clusters Score -130565.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -130577.437500 Penalty: 2549.123291
	Iteration 53Q: 3 clusters Score -130577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -130585.562500 Penalty: 2549.123291
	Iteration 54Q: 3 clusters Score -130585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -130593.085938 Penalty: 2549.123291
	Iteration 55Q: 3 clusters Score -130593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -130601.445312 Penalty: 2549.123291
	Iteration 56Q: 3 clusters Score -130601.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -130606.968750 Penalty: 2549.123291
	Iteration 57Q: 3 clusters Score -130607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -130610.085938 Penalty: 2549.123291
	Iteration 58Q: 3 clusters Score -130610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -130616.359375 Penalty: 2549.123291
	Iteration 59Q: 3 clusters Score -130616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -130621.515625 Penalty: 2549.123291
	Iteration 60F: 3 clusters Score -130621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -130626.437500 Penalty: 2549.123291
	Iteration 61Q: 3 clusters Score -130626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -130626.765625 Penalty: 2549.123291
	Iteration 62Q: 3 clusters Score -130626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -130627.351562 Penalty: 2549.123291
	Iteration 63Q: 3 clusters Score -130627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -130628.515625 Penalty: 2549.123291
	Iteration 64Q: 3 clusters Score -130628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -130629.492188 Penalty: 2549.123291
	Iteration 65Q: 3 clusters Score -130629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -130629.843750 Penalty: 2549.123291
	Iteration 66Q: 3 clusters Score -130629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -130629.843750 Penalty: 2549.123291
	Iteration 67F: 3 clusters Score -130629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -179031.859375 Penalty: 1314.091553
	Iteration 0F: 2 clusters Score -179031.9 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 1609 members 
Entering Unmasked Estep 
Score: -176126.828125 Penalty: 2628.183105
	Iteration 0F: 3 clusters Score -176126.8 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -176828.750000 Penalty: 2628.183105
	Iteration 1F: 3 clusters Score -176828.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -176974.281250 Penalty: 2628.183105
	Iteration 2F: 3 clusters Score -176974.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -177075.875000 Penalty: 2628.183105
	Iteration 3F: 3 clusters Score -177075.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -177145.937500 Penalty: 2628.183105
	Iteration 4Q: 3 clusters Score -177145.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -177190.562500 Penalty: 2628.183105
	Iteration 5Q: 3 clusters Score -177190.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -177218.078125 Penalty: 2628.183105
	Iteration 6Q: 3 clusters Score -177218.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -177238.937500 Penalty: 2628.183105
	Iteration 7Q: 3 clusters Score -177238.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -177251.390625 Penalty: 2628.183105
	Iteration 8Q: 3 clusters Score -177251.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -177263.734375 Penalty: 2628.183105
	Iteration 9Q: 3 clusters Score -177263.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -177273.625000 Penalty: 2628.183105
	Iteration 10Q: 3 clusters Score -177273.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -177281.953125 Penalty: 2628.183105
	Iteration 11Q: 3 clusters Score -177282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -177291.000000 Penalty: 2628.183105
	Iteration 12Q: 3 clusters Score -177291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -177301.328125 Penalty: 2628.183105
	Iteration 13Q: 3 clusters Score -177301.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -177307.468750 Penalty: 2628.183105
	Iteration 14Q: 3 clusters Score -177307.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -177311.296875 Penalty: 2628.183105
	Iteration 15Q: 3 clusters Score -177311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -177317.125000 Penalty: 2628.183105
	Iteration 16Q: 3 clusters Score -177317.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -177324.593750 Penalty: 2628.183105
	Iteration 17Q: 3 clusters Score -177324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -177332.312500 Penalty: 2628.183105
	Iteration 18Q: 3 clusters Score -177332.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -177341.546875 Penalty: 2628.183105
	Iteration 19Q: 3 clusters Score -177341.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -177350.593750 Penalty: 2628.183105
	Iteration 20F: 3 clusters Score -177350.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -177363.218750 Penalty: 2628.183105
	Iteration 21Q: 3 clusters Score -177363.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -177372.140625 Penalty: 2628.183105
	Iteration 22Q: 3 clusters Score -177372.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -177383.328125 Penalty: 2628.183105
	Iteration 23Q: 3 clusters Score -177383.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -177396.296875 Penalty: 2628.183105
	Iteration 24Q: 3 clusters Score -177396.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -177410.671875 Penalty: 2628.183105
	Iteration 25Q: 3 clusters Score -177410.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -177423.703125 Penalty: 2628.183105
	Iteration 26Q: 3 clusters Score -177423.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -177435.765625 Penalty: 2628.183105
	Iteration 27Q: 3 clusters Score -177435.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -177451.562500 Penalty: 2628.183105
	Iteration 28Q: 3 clusters Score -177451.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -177472.593750 Penalty: 2628.183105
	Iteration 29Q: 3 clusters Score -177472.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -177498.906250 Penalty: 2628.183105
	Iteration 30Q: 3 clusters Score -177498.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -177524.890625 Penalty: 2628.183105
	Iteration 31Q: 3 clusters Score -177524.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -177543.359375 Penalty: 2628.183105
	Iteration 32Q: 3 clusters Score -177543.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -177560.515625 Penalty: 2628.183105
	Iteration 33Q: 3 clusters Score -177560.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -177582.421875 Penalty: 2628.183105
	Iteration 34Q: 3 clusters Score -177582.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -177599.265625 Penalty: 2628.183105
	Iteration 35Q: 3 clusters Score -177599.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -177616.875000 Penalty: 2628.183105
	Iteration 36Q: 3 clusters Score -177616.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -177629.609375 Penalty: 2628.183105
	Iteration 37Q: 3 clusters Score -177629.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177636.656250 Penalty: 2628.183105
	Iteration 38Q: 3 clusters Score -177636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177640.218750 Penalty: 2628.183105
	Iteration 39Q: 3 clusters Score -177640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -177642.843750 Penalty: 2628.183105
	Iteration 40F: 3 clusters Score -177642.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -177647.593750 Penalty: 2628.183105
	Iteration 41Q: 3 clusters Score -177647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177649.859375 Penalty: 2628.183105
	Iteration 42Q: 3 clusters Score -177649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -177650.281250 Penalty: 2628.183105
	Iteration 43Q: 3 clusters Score -177650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -177650.281250 Penalty: 2628.183105
	Iteration 44F: 3 clusters Score -177650.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -349316.062500 Penalty: 1427.202148
	Iteration 0F: 2 clusters Score -349316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -344400.312500 Penalty: 2854.404297
	Iteration 0F: 3 clusters Score -344400.3 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -345816.343750 Penalty: 2854.404297
	Iteration 1F: 3 clusters Score -345816.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -346005.750000 Penalty: 2854.404297
	Iteration 2F: 3 clusters Score -346005.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -346157.968750 Penalty: 2854.404297
	Iteration 3F: 3 clusters Score -346158 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -346266.937500 Penalty: 2854.404297
	Iteration 4Q: 3 clusters Score -346266.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -346364.375000 Penalty: 2854.404297
	Iteration 5Q: 3 clusters Score -346364.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -346456.812500 Penalty: 2854.404297
	Iteration 6Q: 3 clusters Score -346456.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -346533.968750 Penalty: 2854.404297
	Iteration 7Q: 3 clusters Score -346534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -346615.656250 Penalty: 2854.404297
	Iteration 8Q: 3 clusters Score -346615.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -346703.468750 Penalty: 2854.404297
	Iteration 9Q: 3 clusters Score -346703.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -346800.031250 Penalty: 2854.404297
	Iteration 10Q: 3 clusters Score -346800 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -346927.062500 Penalty: 2854.404297
	Iteration 11Q: 3 clusters Score -346927.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -347083.656250 Penalty: 2854.404297
	Iteration 12Q: 3 clusters Score -347083.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347264.500000 Penalty: 2854.404297
	Iteration 13Q: 3 clusters Score -347264.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -347436.187500 Penalty: 2854.404297
	Iteration 14Q: 3 clusters Score -347436.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -347561.906250 Penalty: 2854.404297
	Iteration 15Q: 3 clusters Score -347561.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -347669.093750 Penalty: 2854.404297
	Iteration 16Q: 3 clusters Score -347669.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -347759.593750 Penalty: 2854.404297
	Iteration 17Q: 3 clusters Score -347759.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -347831.343750 Penalty: 2854.404297
	Iteration 18Q: 3 clusters Score -347831.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -347883.500000 Penalty: 2854.404297
	Iteration 19Q: 3 clusters Score -347883.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -347919.125000 Penalty: 2854.404297
	Iteration 20F: 3 clusters Score -347919.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -347947.093750 Penalty: 2854.404297
	Iteration 21Q: 3 clusters Score -347947.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -347970.000000 Penalty: 2854.404297
	Iteration 22Q: 3 clusters Score -347970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -347994.375000 Penalty: 2854.404297
	Iteration 23Q: 3 clusters Score -347994.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -348013.531250 Penalty: 2854.404297
	Iteration 24Q: 3 clusters Score -348013.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -348034.562500 Penalty: 2854.404297
	Iteration 25Q: 3 clusters Score -348034.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -348051.125000 Penalty: 2854.404297
	Iteration 26Q: 3 clusters Score -348051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -348061.968750 Penalty: 2854.404297
	Iteration 27Q: 3 clusters Score -348062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -348070.312500 Penalty: 2854.404297
	Iteration 28Q: 3 clusters Score -348070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -348077.250000 Penalty: 2854.404297
	Iteration 29Q: 3 clusters Score -348077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -348085.281250 Penalty: 2854.404297
	Iteration 30Q: 3 clusters Score -348085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -348092.500000 Penalty: 2854.404297
	Iteration 31Q: 3 clusters Score -348092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -348095.250000 Penalty: 2854.404297
	Iteration 32Q: 3 clusters Score -348095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -348098.406250 Penalty: 2854.404297
	Iteration 33Q: 3 clusters Score -348098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -348099.250000 Penalty: 2854.404297
	Iteration 34Q: 3 clusters Score -348099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -348098.750000 Penalty: 2854.404297
	Iteration 35Q: 3 clusters Score -348098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -348098.750000 Penalty: 2854.404297
	Iteration 36F: 3 clusters Score -348098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Entering Unmasked Estep 
Score: -1070543.375000 Penalty: 1610.667969
	Iteration 0F: 2 clusters Score -1070543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1056796.750000 Penalty: 3221.335938
	Iteration 0F: 3 clusters Score -1056797 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1061908.125000 Penalty: 3221.335938
	Iteration 1F: 3 clusters Score -1061908 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1062387.125000 Penalty: 3221.335938
	Iteration 2F: 3 clusters Score -1062387 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1062863.500000 Penalty: 3221.335938
	Iteration 3F: 3 clusters Score -1062864 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1063370.500000 Penalty: 3221.335938
	Iteration 4F: 3 clusters Score -1063370 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1063958.250000 Penalty: 3221.335938
	Iteration 5F: 3 clusters Score -1063958 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1064620.000000 Penalty: 3221.335938
	Iteration 6F: 3 clusters Score -1064620 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1065345.875000 Penalty: 3221.335938
	Iteration 7F: 3 clusters Score -1065346 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1065999.000000 Penalty: 3221.335938
	Iteration 8Q: 3 clusters Score -1065999 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1066501.500000 Penalty: 3221.335938
	Iteration 9Q: 3 clusters Score -1066502 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1066828.250000 Penalty: 3221.335938
	Iteration 10Q: 3 clusters Score -1066828 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1067030.375000 Penalty: 3221.335938
	Iteration 11Q: 3 clusters Score -1067030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1067181.000000 Penalty: 3221.335938
	Iteration 12Q: 3 clusters Score -1067181 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1067325.250000 Penalty: 3221.335938
	Iteration 13Q: 3 clusters Score -1067325 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1067477.125000 Penalty: 3221.335938
	Iteration 14Q: 3 clusters Score -1067477 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1067584.000000 Penalty: 3221.335938
	Iteration 15Q: 3 clusters Score -1067584 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1067685.375000 Penalty: 3221.335938
	Iteration 16Q: 3 clusters Score -1067685 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1067790.000000 Penalty: 3221.335938
	Iteration 17Q: 3 clusters Score -1067790 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1067892.250000 Penalty: 3221.335938
	Iteration 18Q: 3 clusters Score -1067892 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1067992.625000 Penalty: 3221.335938
	Iteration 19Q: 3 clusters Score -1067993 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1068083.750000 Penalty: 3221.335938
	Iteration 20F: 3 clusters Score -1068084 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1068179.875000 Penalty: 3221.335938
	Iteration 21Q: 3 clusters Score -1068180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1068265.000000 Penalty: 3221.335938
	Iteration 22Q: 3 clusters Score -1068265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1068335.000000 Penalty: 3221.335938
	Iteration 23Q: 3 clusters Score -1068335 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1068405.625000 Penalty: 3221.335938
	Iteration 24Q: 3 clusters Score -1068406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1068475.500000 Penalty: 3221.335938
	Iteration 25Q: 3 clusters Score -1068476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1068558.500000 Penalty: 3221.335938
	Iteration 26Q: 3 clusters Score -1068558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1068625.875000 Penalty: 3221.335938
	Iteration 27Q: 3 clusters Score -1068626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1068684.500000 Penalty: 3221.335938
	Iteration 28Q: 3 clusters Score -1068684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1068729.000000 Penalty: 3221.335938
	Iteration 29Q: 3 clusters Score -1068729 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1068767.250000 Penalty: 3221.335938
	Iteration 30Q: 3 clusters Score -1068767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1068802.125000 Penalty: 3221.335938
	Iteration 31Q: 3 clusters Score -1068802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1068823.375000 Penalty: 3221.335938
	Iteration 32Q: 3 clusters Score -1068823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1068849.500000 Penalty: 3221.335938
	Iteration 33Q: 3 clusters Score -1068850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1068871.125000 Penalty: 3221.335938
	Iteration 34Q: 3 clusters Score -1068871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1068893.125000 Penalty: 3221.335938
	Iteration 35Q: 3 clusters Score -1068893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1068915.750000 Penalty: 3221.335938
	Iteration 36Q: 3 clusters Score -1068916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1068940.000000 Penalty: 3221.335938
	Iteration 37Q: 3 clusters Score -1068940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1068965.750000 Penalty: 3221.335938
	Iteration 38Q: 3 clusters Score -1068966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1068992.625000 Penalty: 3221.335938
	Iteration 39Q: 3 clusters Score -1068993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1069013.500000 Penalty: 3221.335938
	Iteration 40F: 3 clusters Score -1069014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -1069033.750000 Penalty: 3221.335938
	Iteration 41Q: 3 clusters Score -1069034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1069045.625000 Penalty: 3221.335938
	Iteration 42Q: 3 clusters Score -1069046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1069060.500000 Penalty: 3221.335938
	Iteration 43Q: 3 clusters Score -1069060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1069067.250000 Penalty: 3221.335938
	Iteration 44Q: 3 clusters Score -1069067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1069075.125000 Penalty: 3221.335938
	Iteration 45Q: 3 clusters Score -1069075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1069080.750000 Penalty: 3221.335938
	Iteration 46Q: 3 clusters Score -1069081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -1069084.375000 Penalty: 3221.335938
	Iteration 47Q: 3 clusters Score -1069084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1069092.375000 Penalty: 3221.335938
	Iteration 48Q: 3 clusters Score -1069092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1069100.250000 Penalty: 3221.335938
	Iteration 49Q: 3 clusters Score -1069100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1069102.000000 Penalty: 3221.335938
	Iteration 50Q: 3 clusters Score -1069102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1069103.750000 Penalty: 3221.335938
	Iteration 51Q: 3 clusters Score -1069104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1069106.375000 Penalty: 3221.335938
	Iteration 52Q: 3 clusters Score -1069106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1069106.000000 Penalty: 3221.335938
	Iteration 53Q: 3 clusters Score -1069106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1069108.000000 Penalty: 3221.335938
	Iteration 54Q: 3 clusters Score -1069108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1069108.250000 Penalty: 3221.335938
	Iteration 55Q: 3 clusters Score -1069108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1069109.750000 Penalty: 3221.335938
	Iteration 56Q: 3 clusters Score -1069110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1069110.000000 Penalty: 3221.335938
	Iteration 57Q: 3 clusters Score -1069110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1069112.875000 Penalty: 3221.335938
	Iteration 58Q: 3 clusters Score -1069113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1069116.375000 Penalty: 3221.335938
	Iteration 59Q: 3 clusters Score -1069116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1069120.625000 Penalty: 3221.335938
	Iteration 60F: 3 clusters Score -1069121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1069122.875000 Penalty: 3221.335938
	Iteration 61Q: 3 clusters Score -1069123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1069129.625000 Penalty: 3221.335938
	Iteration 62Q: 3 clusters Score -1069130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1069132.750000 Penalty: 3221.335938
	Iteration 63Q: 3 clusters Score -1069133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -1069133.875000 Penalty: 3221.335938
	Iteration 64Q: 3 clusters Score -1069134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1069135.000000 Penalty: 3221.335938
	Iteration 65Q: 3 clusters Score -1069135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1069134.875000 Penalty: 3221.335938
	Iteration 66Q: 3 clusters Score -1069135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1069137.250000 Penalty: 3221.335938
	Iteration 67Q: 3 clusters Score -1069137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1069138.250000 Penalty: 3221.335938
	Iteration 68Q: 3 clusters Score -1069138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1069139.375000 Penalty: 3221.335938
	Iteration 69Q: 3 clusters Score -1069139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1069139.500000 Penalty: 3221.335938
	Iteration 70Q: 3 clusters Score -1069140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1069139.750000 Penalty: 3221.335938
	Iteration 71Q: 3 clusters Score -1069140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1069141.125000 Penalty: 3221.335938
	Iteration 72Q: 3 clusters Score -1069141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1069144.000000 Penalty: 3221.335938
	Iteration 73Q: 3 clusters Score -1069144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1069144.125000 Penalty: 3221.335938
	Iteration 74Q: 3 clusters Score -1069144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1069144.750000 Penalty: 3221.335938
	Iteration 75Q: 3 clusters Score -1069145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1069145.000000 Penalty: 3221.335938
	Iteration 76Q: 3 clusters Score -1069145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1069145.750000 Penalty: 3221.335938
	Iteration 77Q: 3 clusters Score -1069146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1069145.750000 Penalty: 3221.335938
	Iteration 78F: 3 clusters Score -1069146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Entering Unmasked Estep 
Score: -589778.937500 Penalty: 1512.330688
	Iteration 0F: 2 clusters Score -589778.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -581921.937500 Penalty: 3024.661377
	Iteration 0F: 3 clusters Score -581921.9 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -584546.750000 Penalty: 3024.661377
	Iteration 1F: 3 clusters Score -584546.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -584903.000000 Penalty: 3024.661377
	Iteration 2F: 3 clusters Score -584903 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -585203.500000 Penalty: 3024.661377
	Iteration 3F: 3 clusters Score -585203.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -585473.500000 Penalty: 3024.661377
	Iteration 4Q: 3 clusters Score -585473.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -585720.187500 Penalty: 3024.661377
	Iteration 5Q: 3 clusters Score -585720.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -586004.875000 Penalty: 3024.661377
	Iteration 6Q: 3 clusters Score -586004.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -586313.312500 Penalty: 3024.661377
	Iteration 7Q: 3 clusters Score -586313.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -586583.937500 Penalty: 3024.661377
	Iteration 8Q: 3 clusters Score -586583.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -586806.312500 Penalty: 3024.661377
	Iteration 9Q: 3 clusters Score -586806.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -587001.625000 Penalty: 3024.661377
	Iteration 10Q: 3 clusters Score -587001.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -587137.625000 Penalty: 3024.661377
	Iteration 11Q: 3 clusters Score -587137.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -587224.687500 Penalty: 3024.661377
	Iteration 12Q: 3 clusters Score -587224.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -587299.187500 Penalty: 3024.661377
	Iteration 13Q: 3 clusters Score -587299.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -587362.187500 Penalty: 3024.661377
	Iteration 14Q: 3 clusters Score -587362.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -587415.562500 Penalty: 3024.661377
	Iteration 15Q: 3 clusters Score -587415.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -587473.687500 Penalty: 3024.661377
	Iteration 16Q: 3 clusters Score -587473.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -587521.750000 Penalty: 3024.661377
	Iteration 17Q: 3 clusters Score -587521.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -587560.375000 Penalty: 3024.661377
	Iteration 18Q: 3 clusters Score -587560.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -587595.937500 Penalty: 3024.661377
	Iteration 19Q: 3 clusters Score -587595.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -587629.937500 Penalty: 3024.661377
	Iteration 20F: 3 clusters Score -587629.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -587661.875000 Penalty: 3024.661377
	Iteration 21Q: 3 clusters Score -587661.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -587685.875000 Penalty: 3024.661377
	Iteration 22Q: 3 clusters Score -587685.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -587710.687500 Penalty: 3024.661377
	Iteration 23Q: 3 clusters Score -587710.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -587731.000000 Penalty: 3024.661377
	Iteration 24Q: 3 clusters Score -587731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -587746.125000 Penalty: 3024.661377
	Iteration 25Q: 3 clusters Score -587746.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -587759.687500 Penalty: 3024.661377
	Iteration 26Q: 3 clusters Score -587759.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -587773.750000 Penalty: 3024.661377
	Iteration 27Q: 3 clusters Score -587773.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -587784.812500 Penalty: 3024.661377
	Iteration 28Q: 3 clusters Score -587784.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -587797.562500 Penalty: 3024.661377
	Iteration 29Q: 3 clusters Score -587797.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -587810.312500 Penalty: 3024.661377
	Iteration 30Q: 3 clusters Score -587810.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -587818.937500 Penalty: 3024.661377
	Iteration 31Q: 3 clusters Score -587818.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -587823.312500 Penalty: 3024.661377
	Iteration 32Q: 3 clusters Score -587823.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -587831.125000 Penalty: 3024.661377
	Iteration 33Q: 3 clusters Score -587831.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -587838.562500 Penalty: 3024.661377
	Iteration 34Q: 3 clusters Score -587838.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -587843.125000 Penalty: 3024.661377
	Iteration 35Q: 3 clusters Score -587843.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -587848.750000 Penalty: 3024.661377
	Iteration 36Q: 3 clusters Score -587848.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -587850.000000 Penalty: 3024.661377
	Iteration 37Q: 3 clusters Score -587850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -587854.875000 Penalty: 3024.661377
	Iteration 38Q: 3 clusters Score -587854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -587857.562500 Penalty: 3024.661377
	Iteration 39Q: 3 clusters Score -587857.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -587861.500000 Penalty: 3024.661377
	Iteration 40F: 3 clusters Score -587861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -587862.875000 Penalty: 3024.661377
	Iteration 41Q: 3 clusters Score -587862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -587866.500000 Penalty: 3024.661377
	Iteration 42Q: 3 clusters Score -587866.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -587869.625000 Penalty: 3024.661377
	Iteration 43Q: 3 clusters Score -587869.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -587875.187500 Penalty: 3024.661377
	Iteration 44Q: 3 clusters Score -587875.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -587875.812500 Penalty: 3024.661377
	Iteration 45Q: 3 clusters Score -587875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -587881.500000 Penalty: 3024.661377
	Iteration 46Q: 3 clusters Score -587881.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -587882.500000 Penalty: 3024.661377
	Iteration 47Q: 3 clusters Score -587882.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -587889.375000 Penalty: 3024.661377
	Iteration 48Q: 3 clusters Score -587889.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -587892.500000 Penalty: 3024.661377
	Iteration 49Q: 3 clusters Score -587892.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -587896.375000 Penalty: 3024.661377
	Iteration 50Q: 3 clusters Score -587896.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -587901.062500 Penalty: 3024.661377
	Iteration 51Q: 3 clusters Score -587901.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -587908.437500 Penalty: 3024.661377
	Iteration 52Q: 3 clusters Score -587908.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -587913.812500 Penalty: 3024.661377
	Iteration 53Q: 3 clusters Score -587913.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -587924.250000 Penalty: 3024.661377
	Iteration 54Q: 3 clusters Score -587924.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -587934.687500 Penalty: 3024.661377
	Iteration 55Q: 3 clusters Score -587934.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -587944.500000 Penalty: 3024.661377
	Iteration 56Q: 3 clusters Score -587944.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -587953.250000 Penalty: 3024.661377
	Iteration 57Q: 3 clusters Score -587953.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -587963.312500 Penalty: 3024.661377
	Iteration 58Q: 3 clusters Score -587963.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -587968.250000 Penalty: 3024.661377
	Iteration 59Q: 3 clusters Score -587968.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -587973.187500 Penalty: 3024.661377
	Iteration 60F: 3 clusters Score -587973.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -587977.937500 Penalty: 3024.661377
	Iteration 61Q: 3 clusters Score -587977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -587979.500000 Penalty: 3024.661377
	Iteration 62Q: 3 clusters Score -587979.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -587981.062500 Penalty: 3024.661377
	Iteration 63Q: 3 clusters Score -587981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -587982.937500 Penalty: 3024.661377
	Iteration 64Q: 3 clusters Score -587982.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -587986.875000 Penalty: 3024.661377
	Iteration 65Q: 3 clusters Score -587986.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -587990.562500 Penalty: 3024.661377
	Iteration 66Q: 3 clusters Score -587990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -587996.562500 Penalty: 3024.661377
	Iteration 67Q: 3 clusters Score -587996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -588001.062500 Penalty: 3024.661377
	Iteration 68Q: 3 clusters Score -588001.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -588004.125000 Penalty: 3024.661377
	Iteration 69Q: 3 clusters Score -588004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -588007.250000 Penalty: 3024.661377
	Iteration 70Q: 3 clusters Score -588007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -588008.750000 Penalty: 3024.661377
	Iteration 71Q: 3 clusters Score -588008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -588010.062500 Penalty: 3024.661377
	Iteration 72Q: 3 clusters Score -588010.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -588013.625000 Penalty: 3024.661377
	Iteration 73Q: 3 clusters Score -588013.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -588013.937500 Penalty: 3024.661377
	Iteration 74Q: 3 clusters Score -588013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -588016.625000 Penalty: 3024.661377
	Iteration 75Q: 3 clusters Score -588016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -588020.687500 Penalty: 3024.661377
	Iteration 76Q: 3 clusters Score -588020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -588023.750000 Penalty: 3024.661377
	Iteration 77Q: 3 clusters Score -588023.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -588026.562500 Penalty: 3024.661377
	Iteration 78Q: 3 clusters Score -588026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -588031.625000 Penalty: 3024.661377
	Iteration 79Q: 3 clusters Score -588031.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -588032.937500 Penalty: 3024.661377
	Iteration 80F: 3 clusters Score -588032.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -588035.625000 Penalty: 3024.661377
	Iteration 81Q: 3 clusters Score -588035.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -588039.187500 Penalty: 3024.661377
	Iteration 82Q: 3 clusters Score -588039.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -588042.875000 Penalty: 3024.661377
	Iteration 83Q: 3 clusters Score -588042.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -588048.375000 Penalty: 3024.661377
	Iteration 84Q: 3 clusters Score -588048.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -588050.625000 Penalty: 3024.661377
	Iteration 85Q: 3 clusters Score -588050.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -588057.937500 Penalty: 3024.661377
	Iteration 86Q: 3 clusters Score -588057.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -588063.562500 Penalty: 3024.661377
	Iteration 87Q: 3 clusters Score -588063.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -588068.750000 Penalty: 3024.661377
	Iteration 88Q: 3 clusters Score -588068.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -588072.937500 Penalty: 3024.661377
	Iteration 89Q: 3 clusters Score -588072.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -588079.437500 Penalty: 3024.661377
	Iteration 90Q: 3 clusters Score -588079.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -588083.687500 Penalty: 3024.661377
	Iteration 91Q: 3 clusters Score -588083.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -588087.000000 Penalty: 3024.661377
	Iteration 92Q: 3 clusters Score -588087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -588092.062500 Penalty: 3024.661377
	Iteration 93Q: 3 clusters Score -588092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -588096.875000 Penalty: 3024.661377
	Iteration 94Q: 3 clusters Score -588096.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -588100.312500 Penalty: 3024.661377
	Iteration 95Q: 3 clusters Score -588100.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -588106.125000 Penalty: 3024.661377
	Iteration 96Q: 3 clusters Score -588106.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -588110.875000 Penalty: 3024.661377
	Iteration 97Q: 3 clusters Score -588110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -588115.062500 Penalty: 3024.661377
	Iteration 98Q: 3 clusters Score -588115.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -588119.375000 Penalty: 3024.661377
	Iteration 99Q: 3 clusters Score -588119.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -588126.000000 Penalty: 3024.661377
	Iteration 100F: 3 clusters Score -588126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -588130.375000 Penalty: 3024.661377
	Iteration 101Q: 3 clusters Score -588130.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -588134.937500 Penalty: 3024.661377
	Iteration 102Q: 3 clusters Score -588134.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -588138.125000 Penalty: 3024.661377
	Iteration 103Q: 3 clusters Score -588138.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -588144.500000 Penalty: 3024.661377
	Iteration 104Q: 3 clusters Score -588144.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -588150.687500 Penalty: 3024.661377
	Iteration 105Q: 3 clusters Score -588150.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -588154.062500 Penalty: 3024.661377
	Iteration 106Q: 3 clusters Score -588154.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -588159.125000 Penalty: 3024.661377
	Iteration 107Q: 3 clusters Score -588159.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -588162.562500 Penalty: 3024.661377
	Iteration 108Q: 3 clusters Score -588162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -588165.687500 Penalty: 3024.661377
	Iteration 109Q: 3 clusters Score -588165.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -588170.125000 Penalty: 3024.661377
	Iteration 110Q: 3 clusters Score -588170.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -588174.812500 Penalty: 3024.661377
	Iteration 111Q: 3 clusters Score -588174.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -588177.562500 Penalty: 3024.661377
	Iteration 112Q: 3 clusters Score -588177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -588181.000000 Penalty: 3024.661377
	Iteration 113Q: 3 clusters Score -588181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -588184.250000 Penalty: 3024.661377
	Iteration 114Q: 3 clusters Score -588184.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -588186.250000 Penalty: 3024.661377
	Iteration 115Q: 3 clusters Score -588186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -588189.750000 Penalty: 3024.661377
	Iteration 116Q: 3 clusters Score -588189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -588191.875000 Penalty: 3024.661377
	Iteration 117Q: 3 clusters Score -588191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -588194.187500 Penalty: 3024.661377
	Iteration 118Q: 3 clusters Score -588194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -588199.187500 Penalty: 3024.661377
	Iteration 119Q: 3 clusters Score -588199.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -588205.250000 Penalty: 3024.661377
	Iteration 120F: 3 clusters Score -588205.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -588212.562500 Penalty: 3024.661377
	Iteration 121Q: 3 clusters Score -588212.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -588219.875000 Penalty: 3024.661377
	Iteration 122Q: 3 clusters Score -588219.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -588221.437500 Penalty: 3024.661377
	Iteration 123Q: 3 clusters Score -588221.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -588227.187500 Penalty: 3024.661377
	Iteration 124Q: 3 clusters Score -588227.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -588233.312500 Penalty: 3024.661377
	Iteration 125Q: 3 clusters Score -588233.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -588239.250000 Penalty: 3024.661377
	Iteration 126Q: 3 clusters Score -588239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -588240.875000 Penalty: 3024.661377
	Iteration 127Q: 3 clusters Score -588240.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -588245.812500 Penalty: 3024.661377
	Iteration 128Q: 3 clusters Score -588245.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -588250.750000 Penalty: 3024.661377
	Iteration 129Q: 3 clusters Score -588250.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -588254.625000 Penalty: 3024.661377
	Iteration 130Q: 3 clusters Score -588254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -588259.750000 Penalty: 3024.661377
	Iteration 131Q: 3 clusters Score -588259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -588261.500000 Penalty: 3024.661377
	Iteration 132Q: 3 clusters Score -588261.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -588265.875000 Penalty: 3024.661377
	Iteration 133Q: 3 clusters Score -588265.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -588269.500000 Penalty: 3024.661377
	Iteration 134Q: 3 clusters Score -588269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -588273.062500 Penalty: 3024.661377
	Iteration 135Q: 3 clusters Score -588273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -588277.312500 Penalty: 3024.661377
	Iteration 136Q: 3 clusters Score -588277.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -588283.812500 Penalty: 3024.661377
	Iteration 137Q: 3 clusters Score -588283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -588291.687500 Penalty: 3024.661377
	Iteration 138Q: 3 clusters Score -588291.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -588296.750000 Penalty: 3024.661377
	Iteration 139Q: 3 clusters Score -588296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -588300.750000 Penalty: 3024.661377
	Iteration 140F: 3 clusters Score -588300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -588303.375000 Penalty: 3024.661377
	Iteration 141Q: 3 clusters Score -588303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -588307.312500 Penalty: 3024.661377
	Iteration 142Q: 3 clusters Score -588307.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -588311.250000 Penalty: 3024.661377
	Iteration 143Q: 3 clusters Score -588311.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -588314.250000 Penalty: 3024.661377
	Iteration 144Q: 3 clusters Score -588314.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -588318.000000 Penalty: 3024.661377
	Iteration 145Q: 3 clusters Score -588318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -588323.875000 Penalty: 3024.661377
	Iteration 146Q: 3 clusters Score -588323.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -588328.750000 Penalty: 3024.661377
	Iteration 147Q: 3 clusters Score -588328.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -588334.062500 Penalty: 3024.661377
	Iteration 148Q: 3 clusters Score -588334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -588339.000000 Penalty: 3024.661377
	Iteration 149Q: 3 clusters Score -588339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -588344.187500 Penalty: 3024.661377
	Iteration 150Q: 3 clusters Score -588344.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -588349.500000 Penalty: 3024.661377
	Iteration 151Q: 3 clusters Score -588349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -588354.937500 Penalty: 3024.661377
	Iteration 152Q: 3 clusters Score -588354.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -588359.625000 Penalty: 3024.661377
	Iteration 153Q: 3 clusters Score -588359.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -588361.562500 Penalty: 3024.661377
	Iteration 154Q: 3 clusters Score -588361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -588362.125000 Penalty: 3024.661377
	Iteration 155Q: 3 clusters Score -588362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -588364.687500 Penalty: 3024.661377
	Iteration 156Q: 3 clusters Score -588364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -588364.750000 Penalty: 3024.661377
	Iteration 157Q: 3 clusters Score -588364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -588368.062500 Penalty: 3024.661377
	Iteration 158Q: 3 clusters Score -588368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -588369.062500 Penalty: 3024.661377
	Iteration 159Q: 3 clusters Score -588369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -588369.937500 Penalty: 3024.661377
	Iteration 160F: 3 clusters Score -588369.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -588372.187500 Penalty: 3024.661377
	Iteration 161Q: 3 clusters Score -588372.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -588374.375000 Penalty: 3024.661377
	Iteration 162Q: 3 clusters Score -588374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -588376.625000 Penalty: 3024.661377
	Iteration 163Q: 3 clusters Score -588376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -588377.625000 Penalty: 3024.661377
	Iteration 164Q: 3 clusters Score -588377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -588377.187500 Penalty: 3024.661377
	Iteration 165Q: 3 clusters Score -588377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -588378.562500 Penalty: 3024.661377
	Iteration 166Q: 3 clusters Score -588378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -588379.000000 Penalty: 3024.661377
	Iteration 167Q: 3 clusters Score -588379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -588380.187500 Penalty: 3024.661377
	Iteration 168Q: 3 clusters Score -588380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -588380.875000 Penalty: 3024.661377
	Iteration 169Q: 3 clusters Score -588380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -588381.000000 Penalty: 3024.661377
	Iteration 170Q: 3 clusters Score -588381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -588381.812500 Penalty: 3024.661377
	Iteration 171Q: 3 clusters Score -588381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -588383.125000 Penalty: 3024.661377
	Iteration 172Q: 3 clusters Score -588383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -588383.500000 Penalty: 3024.661377
	Iteration 173Q: 3 clusters Score -588383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -588382.562500 Penalty: 3024.661377
	Iteration 174Q: 3 clusters Score -588382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -588382.937500 Penalty: 3024.661377
	Iteration 175Q: 3 clusters Score -588382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -588384.562500 Penalty: 3024.661377
	Iteration 176Q: 3 clusters Score -588384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -588385.250000 Penalty: 3024.661377
	Iteration 177Q: 3 clusters Score -588385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -588386.312500 Penalty: 3024.661377
	Iteration 178Q: 3 clusters Score -588386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -588386.625000 Penalty: 3024.661377
	Iteration 179Q: 3 clusters Score -588386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -588386.625000 Penalty: 3024.661377
	Iteration 180F: 3 clusters Score -588386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -209825.437500 Penalty: 1357.251831
	Iteration 0F: 2 clusters Score -209825.4 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 2132 members 
Entering Unmasked Estep 
Score: -206363.890625 Penalty: 2714.503662
	Iteration 0F: 3 clusters Score -206363.9 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -207351.281250 Penalty: 2714.503662
	Iteration 1F: 3 clusters Score -207351.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -207542.968750 Penalty: 2714.503662
	Iteration 2F: 3 clusters Score -207543 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -207672.000000 Penalty: 2714.503662
	Iteration 3F: 3 clusters Score -207672 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -207737.671875 Penalty: 2714.503662
	Iteration 4Q: 3 clusters Score -207737.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -207791.906250 Penalty: 2714.503662
	Iteration 5Q: 3 clusters Score -207791.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -207840.828125 Penalty: 2714.503662
	Iteration 6Q: 3 clusters Score -207840.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -207871.578125 Penalty: 2714.503662
	Iteration 7Q: 3 clusters Score -207871.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -207899.718750 Penalty: 2714.503662
	Iteration 8Q: 3 clusters Score -207899.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -207929.296875 Penalty: 2714.503662
	Iteration 9Q: 3 clusters Score -207929.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -207955.218750 Penalty: 2714.503662
	Iteration 10Q: 3 clusters Score -207955.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -207976.796875 Penalty: 2714.503662
	Iteration 11Q: 3 clusters Score -207976.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -207994.156250 Penalty: 2714.503662
	Iteration 12Q: 3 clusters Score -207994.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -208016.812500 Penalty: 2714.503662
	Iteration 13Q: 3 clusters Score -208016.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -208051.171875 Penalty: 2714.503662
	Iteration 14Q: 3 clusters Score -208051.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -208083.203125 Penalty: 2714.503662
	Iteration 15Q: 3 clusters Score -208083.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -208118.000000 Penalty: 2714.503662
	Iteration 16Q: 3 clusters Score -208118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -208151.093750 Penalty: 2714.503662
	Iteration 17Q: 3 clusters Score -208151.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -208184.218750 Penalty: 2714.503662
	Iteration 18Q: 3 clusters Score -208184.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -208218.562500 Penalty: 2714.503662
	Iteration 19Q: 3 clusters Score -208218.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -208251.531250 Penalty: 2714.503662
	Iteration 20F: 3 clusters Score -208251.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -208281.828125 Penalty: 2714.503662
	Iteration 21Q: 3 clusters Score -208281.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -208316.890625 Penalty: 2714.503662
	Iteration 22Q: 3 clusters Score -208316.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -208351.921875 Penalty: 2714.503662
	Iteration 23Q: 3 clusters Score -208351.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -208385.031250 Penalty: 2714.503662
	Iteration 24Q: 3 clusters Score -208385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -208416.218750 Penalty: 2714.503662
	Iteration 25Q: 3 clusters Score -208416.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -208444.765625 Penalty: 2714.503662
	Iteration 26Q: 3 clusters Score -208444.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -208481.046875 Penalty: 2714.503662
	Iteration 27Q: 3 clusters Score -208481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -208513.296875 Penalty: 2714.503662
	Iteration 28Q: 3 clusters Score -208513.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -208534.015625 Penalty: 2714.503662
	Iteration 29Q: 3 clusters Score -208534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -208550.687500 Penalty: 2714.503662
	Iteration 30Q: 3 clusters Score -208550.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -208564.890625 Penalty: 2714.503662
	Iteration 31Q: 3 clusters Score -208564.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -208572.828125 Penalty: 2714.503662
	Iteration 32Q: 3 clusters Score -208572.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -208582.234375 Penalty: 2714.503662
	Iteration 33Q: 3 clusters Score -208582.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -208590.312500 Penalty: 2714.503662
	Iteration 34Q: 3 clusters Score -208590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -208595.375000 Penalty: 2714.503662
	Iteration 35Q: 3 clusters Score -208595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -208599.328125 Penalty: 2714.503662
	Iteration 36Q: 3 clusters Score -208599.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -208608.328125 Penalty: 2714.503662
	Iteration 37Q: 3 clusters Score -208608.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -208617.703125 Penalty: 2714.503662
	Iteration 38Q: 3 clusters Score -208617.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -208626.250000 Penalty: 2714.503662
	Iteration 39Q: 3 clusters Score -208626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -208633.093750 Penalty: 2714.503662
	Iteration 40F: 3 clusters Score -208633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -208636.828125 Penalty: 2714.503662
	Iteration 41Q: 3 clusters Score -208636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -208641.656250 Penalty: 2714.503662
	Iteration 42Q: 3 clusters Score -208641.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -208645.781250 Penalty: 2714.503662
	Iteration 43Q: 3 clusters Score -208645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -208652.140625 Penalty: 2714.503662
	Iteration 44Q: 3 clusters Score -208652.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -208663.531250 Penalty: 2714.503662
	Iteration 45Q: 3 clusters Score -208663.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -208669.843750 Penalty: 2714.503662
	Iteration 46Q: 3 clusters Score -208669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -208676.343750 Penalty: 2714.503662
	Iteration 47Q: 3 clusters Score -208676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -208678.421875 Penalty: 2714.503662
	Iteration 48Q: 3 clusters Score -208678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -208678.640625 Penalty: 2714.503662
	Iteration 49Q: 3 clusters Score -208678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -208678.640625 Penalty: 2714.503662
	Iteration 50F: 3 clusters Score -208678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (224063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224063 members 
Entering Unmasked Estep 
Score: -11651109.000000 Penalty: 2001.948364
	Iteration 0F: 2 clusters Score -1.165111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111845 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -11499385.000000 Penalty: 4003.896729
	Iteration 0F: 3 clusters Score -1.149938e+07 nChanged 109345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -11564747.000000 Penalty: 4003.896729
	Iteration 1F: 3 clusters Score -1.156475e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -11566245.000000 Penalty: 4003.896729
	Iteration 2Q: 3 clusters Score -1.156624e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -11568843.000000 Penalty: 4003.896729
	Iteration 3Q: 3 clusters Score -1.156884e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -11573504.000000 Penalty: 4003.896729
	Iteration 4Q: 3 clusters Score -1.15735e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -11581282.000000 Penalty: 4003.896729
	Iteration 5F: 3 clusters Score -1.158128e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -11592129.000000 Penalty: 4003.896729
	Iteration 6F: 3 clusters Score -1.159213e+07 nChanged 16682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -11604512.000000 Penalty: 4003.896729
	Iteration 7F: 3 clusters Score -1.160451e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 179019 members 
Entering Unmasked Estep 
Score: -11616006.000000 Penalty: 4003.896729
	Iteration 8F: 3 clusters Score -1.161601e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 189109 members 
Entering Unmasked Estep 
Score: -11625614.000000 Penalty: 4003.896729
	Iteration 9F: 3 clusters Score -1.162561e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 196153 members 
Entering Unmasked Estep 
Score: -11632642.000000 Penalty: 4003.896729
	Iteration 10Q: 3 clusters Score -1.163264e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 200722 members 
Entering Unmasked Estep 
Score: -11637220.000000 Penalty: 4003.896729
	Iteration 11Q: 3 clusters Score -1.163722e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 203786 members 
Entering Unmasked Estep 
Score: -11639886.000000 Penalty: 4003.896729
	Iteration 12Q: 3 clusters Score -1.163989e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 206201 members 
Entering Unmasked Estep 
Score: -11641684.000000 Penalty: 4003.896729
	Iteration 13Q: 3 clusters Score -1.164168e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 208285 members 
Entering Unmasked Estep 
Score: -11642914.000000 Penalty: 4003.896729
	Iteration 14Q: 3 clusters Score -1.164291e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 210046 members 
Entering Unmasked Estep 
Score: -11643871.000000 Penalty: 4003.896729
	Iteration 15Q: 3 clusters Score -1.164387e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 211589 members 
Entering Unmasked Estep 
Score: -11644613.000000 Penalty: 4003.896729
	Iteration 16Q: 3 clusters Score -1.164461e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 212960 members 
Entering Unmasked Estep 
Score: -11645305.000000 Penalty: 4003.896729
	Iteration 17Q: 3 clusters Score -1.16453e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 214180 members 
Entering Unmasked Estep 
Score: -11645879.000000 Penalty: 4003.896729
	Iteration 18Q: 3 clusters Score -1.164588e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 215266 members 
Entering Unmasked Estep 
Score: -11646401.000000 Penalty: 4003.896729
	Iteration 19Q: 3 clusters Score -1.16464e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 216227 members 
Entering Unmasked Estep 
Score: -11646777.000000 Penalty: 4003.896729
	Iteration 20F: 3 clusters Score -1.164678e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 217084 members 
Entering Unmasked Estep 
Score: -11647154.000000 Penalty: 4003.896729
	Iteration 21Q: 3 clusters Score -1.164715e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 217900 members 
Entering Unmasked Estep 
Score: -11647464.000000 Penalty: 4003.896729
	Iteration 22Q: 3 clusters Score -1.164746e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 218616 members 
Entering Unmasked Estep 
Score: -11647718.000000 Penalty: 4003.896729
	Iteration 23Q: 3 clusters Score -1.164772e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 219266 members 
Entering Unmasked Estep 
Score: -11647966.000000 Penalty: 4003.896729
	Iteration 24Q: 3 clusters Score -1.164797e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 219815 members 
Entering Unmasked Estep 
Score: -11648178.000000 Penalty: 4003.896729
	Iteration 25Q: 3 clusters Score -1.164818e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 220314 members 
Entering Unmasked Estep 
Score: -11648311.000000 Penalty: 4003.896729
	Iteration 26Q: 3 clusters Score -1.164831e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 220738 members 
Entering Unmasked Estep 
Score: -11648486.000000 Penalty: 4003.896729
	Iteration 27Q: 3 clusters Score -1.164849e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 221109 members 
Entering Unmasked Estep 
Score: -11648619.000000 Penalty: 4003.896729
	Iteration 28Q: 3 clusters Score -1.164862e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 221456 members 
Entering Unmasked Estep 
Score: -11648783.000000 Penalty: 4003.896729
	Iteration 29Q: 3 clusters Score -1.164878e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 221759 members 
Entering Unmasked Estep 
Score: -11648905.000000 Penalty: 4003.896729
	Iteration 30Q: 3 clusters Score -1.16489e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 222003 members 
Entering Unmasked Estep 
Score: -11649062.000000 Penalty: 4003.896729
	Iteration 31Q: 3 clusters Score -1.164906e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 222197 members 
Entering Unmasked Estep 
Score: -11649169.000000 Penalty: 4003.896729
	Iteration 32Q: 3 clusters Score -1.164917e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 222347 members 
Entering Unmasked Estep 
Score: -11649254.000000 Penalty: 4003.896729
	Iteration 33Q: 3 clusters Score -1.164925e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 222464 members 
Entering Unmasked Estep 
Score: -11649298.000000 Penalty: 4003.896729
	Iteration 34Q: 3 clusters Score -1.16493e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 222551 members 
Entering Unmasked Estep 
Score: -11649341.000000 Penalty: 4003.896729
	Iteration 35Q: 3 clusters Score -1.164934e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 222628 members 
Entering Unmasked Estep 
Score: -11649386.000000 Penalty: 4003.896729
	Iteration 36Q: 3 clusters Score -1.164939e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 222710 members 
Entering Unmasked Estep 
Score: -11649411.000000 Penalty: 4003.896729
	Iteration 37Q: 3 clusters Score -1.164941e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 222769 members 
Entering Unmasked Estep 
Score: -11649444.000000 Penalty: 4003.896729
	Iteration 38Q: 3 clusters Score -1.164944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 222817 members 
Entering Unmasked Estep 
Score: -11649463.000000 Penalty: 4003.896729
	Iteration 39Q: 3 clusters Score -1.164946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 222850 members 
Entering Unmasked Estep 
Score: -11649484.000000 Penalty: 4003.896729
	Iteration 40F: 3 clusters Score -1.164948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 222884 members 
Entering Unmasked Estep 
Score: -11649490.000000 Penalty: 4003.896729
	Iteration 41Q: 3 clusters Score -1.164949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 222912 members 
Entering Unmasked Estep 
Score: -11649498.000000 Penalty: 4003.896729
	Iteration 42Q: 3 clusters Score -1.16495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 222939 members 
Entering Unmasked Estep 
Score: -11649517.000000 Penalty: 4003.896729
	Iteration 43Q: 3 clusters Score -1.164952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 222957 members 
Entering Unmasked Estep 
Score: -11649533.000000 Penalty: 4003.896729
	Iteration 44Q: 3 clusters Score -1.164953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 222973 members 
Entering Unmasked Estep 
Score: -11649529.000000 Penalty: 4003.896729
	Iteration 45Q: 3 clusters Score -1.164953e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 222990 members 
Entering Unmasked Estep 
Score: -11649536.000000 Penalty: 4003.896729
	Iteration 46Q: 3 clusters Score -1.164954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 223009 members 
Entering Unmasked Estep 
Score: -11649532.000000 Penalty: 4003.896729
	Iteration 47Q: 3 clusters Score -1.164953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 223022 members 
Entering Unmasked Estep 
Score: -11649539.000000 Penalty: 4003.896729
	Iteration 48Q: 3 clusters Score -1.164954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 223024 members 
Entering Unmasked Estep 
Score: -11649546.000000 Penalty: 4003.896729
	Iteration 49Q: 3 clusters Score -1.164955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 223034 members 
Entering Unmasked Estep 
Score: -11649545.000000 Penalty: 4003.896729
	Iteration 50Q: 3 clusters Score -1.164954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 223045 members 
Entering Unmasked Estep 
Score: -11649551.000000 Penalty: 4003.896729
	Iteration 51Q: 3 clusters Score -1.164955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 223054 members 
Entering Unmasked Estep 
Score: -11649537.000000 Penalty: 4003.896729
	Iteration 52Q: 3 clusters Score -1.164954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 223057 members 
Entering Unmasked Estep 
Score: -11649551.000000 Penalty: 4003.896729
	Iteration 53Q: 3 clusters Score -1.164955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 223067 members 
Entering Unmasked Estep 
Score: -11649559.000000 Penalty: 4003.896729
	Iteration 54Q: 3 clusters Score -1.164956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 223075 members 
Entering Unmasked Estep 
Score: -11649559.000000 Penalty: 4003.896729
	Iteration 55Q: 3 clusters Score -1.164956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 223081 members 
Entering Unmasked Estep 
Score: -11649558.000000 Penalty: 4003.896729
	Iteration 56Q: 3 clusters Score -1.164956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 223087 members 
Entering Unmasked Estep 
Score: -11649561.000000 Penalty: 4003.896729
	Iteration 57Q: 3 clusters Score -1.164956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 223087 members 
Entering Unmasked Estep 
Score: -11649563.000000 Penalty: 4003.896729
	Iteration 58Q: 3 clusters Score -1.164956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 223091 members 
Entering Unmasked Estep 
Score: -11649564.000000 Penalty: 4003.896729
	Iteration 59Q: 3 clusters Score -1.164956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 223095 members 
Entering Unmasked Estep 
Score: -11649561.000000 Penalty: 4003.896729
	Iteration 60F: 3 clusters Score -1.164956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 223095 members 
Entering Unmasked Estep 
Score: -11649570.000000 Penalty: 4003.896729
	Iteration 61Q: 3 clusters Score -1.164957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 223096 members 
Entering Unmasked Estep 
Score: -11649570.000000 Penalty: 4003.896729
	Iteration 62Q: 3 clusters Score -1.164957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 223098 members 
Entering Unmasked Estep 
Score: -11649561.000000 Penalty: 4003.896729
	Iteration 63Q: 3 clusters Score -1.164956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -11649559.000000 Penalty: 4003.896729
	Iteration 64Q: 3 clusters Score -1.164956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 223097 members 
Entering Unmasked Estep 
Score: -11649564.000000 Penalty: 4003.896729
	Iteration 65Q: 3 clusters Score -1.164956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 223097 members 
Entering Unmasked Estep 
Score: -11649564.000000 Penalty: 4003.896729
	Iteration 66F: 3 clusters Score -1.164956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -409945.750000 Penalty: 1467.202515
	Iteration 0F: 2 clusters Score -409945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -403924.625000 Penalty: 2934.405029
	Iteration 0F: 3 clusters Score -403924.6 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -406067.812500 Penalty: 2934.405029
	Iteration 1F: 3 clusters Score -406067.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -406701.125000 Penalty: 2934.405029
	Iteration 2F: 3 clusters Score -406701.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -407446.281250 Penalty: 2934.405029
	Iteration 3F: 3 clusters Score -407446.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -408180.500000 Penalty: 2934.405029
	Iteration 4F: 3 clusters Score -408180.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -408661.812500 Penalty: 2934.405029
	Iteration 5F: 3 clusters Score -408661.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -408922.781250 Penalty: 2934.405029
	Iteration 6Q: 3 clusters Score -408922.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -409059.812500 Penalty: 2934.405029
	Iteration 7Q: 3 clusters Score -409059.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -409138.937500 Penalty: 2934.405029
	Iteration 8Q: 3 clusters Score -409138.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -409188.406250 Penalty: 2934.405029
	Iteration 9Q: 3 clusters Score -409188.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -409259.437500 Penalty: 2934.405029
	Iteration 10Q: 3 clusters Score -409259.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -409334.750000 Penalty: 2934.405029
	Iteration 11Q: 3 clusters Score -409334.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -409412.343750 Penalty: 2934.405029
	Iteration 12Q: 3 clusters Score -409412.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -409467.968750 Penalty: 2934.405029
	Iteration 13Q: 3 clusters Score -409468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -409492.000000 Penalty: 2934.405029
	Iteration 14Q: 3 clusters Score -409492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -409502.562500 Penalty: 2934.405029
	Iteration 15Q: 3 clusters Score -409502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -409510.187500 Penalty: 2934.405029
	Iteration 16Q: 3 clusters Score -409510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -409514.218750 Penalty: 2934.405029
	Iteration 17Q: 3 clusters Score -409514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -409516.906250 Penalty: 2934.405029
	Iteration 18Q: 3 clusters Score -409516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -409518.187500 Penalty: 2934.405029
	Iteration 19Q: 3 clusters Score -409518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -409518.187500 Penalty: 2934.405029
	Iteration 20F: 3 clusters Score -409518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Entering Unmasked Estep 
Score: -4396083.500000 Penalty: 1844.704712
	Iteration 0F: 2 clusters Score -4396084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -4339126.000000 Penalty: 3689.409424
	Iteration 0F: 3 clusters Score -4339126 nChanged 40655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -4363384.500000 Penalty: 3689.409424
	Iteration 1F: 3 clusters Score -4363384 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -4364823.000000 Penalty: 3689.409424
	Iteration 2Q: 3 clusters Score -4364823 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -4367423.500000 Penalty: 3689.409424
	Iteration 3F: 3 clusters Score -4367424 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -4372115.000000 Penalty: 3689.409424
	Iteration 4F: 3 clusters Score -4372115 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -4379477.000000 Penalty: 3689.409424
	Iteration 5F: 3 clusters Score -4379477 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -4387420.000000 Penalty: 3689.409424
	Iteration 6F: 3 clusters Score -4387420 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -4393515.000000 Penalty: 3689.409424
	Iteration 7F: 3 clusters Score -4393515 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -4396745.000000 Penalty: 3689.409424
	Iteration 8Q: 3 clusters Score -4396745 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -4398082.500000 Penalty: 3689.409424
	Iteration 9Q: 3 clusters Score -4398082 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -4398690.500000 Penalty: 3689.409424
	Iteration 10Q: 3 clusters Score -4398690 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -4398986.000000 Penalty: 3689.409424
	Iteration 11Q: 3 clusters Score -4398986 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -4399134.000000 Penalty: 3689.409424
	Iteration 12Q: 3 clusters Score -4399134 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -4399216.000000 Penalty: 3689.409424
	Iteration 13Q: 3 clusters Score -4399216 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -4399247.000000 Penalty: 3689.409424
	Iteration 14Q: 3 clusters Score -4399247 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -4399264.000000 Penalty: 3689.409424
	Iteration 15Q: 3 clusters Score -4399264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -4399273.000000 Penalty: 3689.409424
	Iteration 16Q: 3 clusters Score -4399273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -4399274.500000 Penalty: 3689.409424
	Iteration 17Q: 3 clusters Score -4399274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -4399289.000000 Penalty: 3689.409424
	Iteration 18Q: 3 clusters Score -4399289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -4399290.000000 Penalty: 3689.409424
	Iteration 19Q: 3 clusters Score -4399290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -4399293.500000 Penalty: 3689.409424
	Iteration 20F: 3 clusters Score -4399294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -4399300.000000 Penalty: 3689.409424
	Iteration 21Q: 3 clusters Score -4399300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -4399297.000000 Penalty: 3689.409424
	Iteration 22Q: 3 clusters Score -4399297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -4399286.500000 Penalty: 3689.409424
	Iteration 23Q: 3 clusters Score -4399286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -4399284.500000 Penalty: 3689.409424
	Iteration 24Q: 3 clusters Score -4399284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -4399284.500000 Penalty: 3689.409424
	Iteration 25F: 3 clusters Score -4399284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 21502 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 76155 members 
Mstep: Class 9 contains 20167 members 
Mstep: Class 10 contains 11011 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 224063 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 52650 members 
Mstep: Class 19 contains 24037 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 23 contains 5501 members 
Entering Unmasked Estep 
Score: -26519594.000000 Penalty: 38560.308594
Splitting cluster 14 changes total score from -26516548.000000 to -26519594.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -519979.093750 Penalty: 1494.553955
	Iteration 0F: 2 clusters Score -519979.1 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 4947 members 
Entering Unmasked Estep 
Score: -512825.937500 Penalty: 2989.107910
	Iteration 0F: 3 clusters Score -512825.9 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -515129.843750 Penalty: 2989.107910
	Iteration 1F: 3 clusters Score -515129.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -515423.437500 Penalty: 2989.107910
	Iteration 2F: 3 clusters Score -515423.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -515687.718750 Penalty: 2989.107910
	Iteration 3F: 3 clusters Score -515687.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -515931.187500 Penalty: 2989.107910
	Iteration 4Q: 3 clusters Score -515931.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -516167.156250 Penalty: 2989.107910
	Iteration 5Q: 3 clusters Score -516167.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -516363.812500 Penalty: 2989.107910
	Iteration 6Q: 3 clusters Score -516363.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -516583.250000 Penalty: 2989.107910
	Iteration 7Q: 3 clusters Score -516583.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -516803.468750 Penalty: 2989.107910
	Iteration 8Q: 3 clusters Score -516803.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -516992.968750 Penalty: 2989.107910
	Iteration 9Q: 3 clusters Score -516993 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -517174.781250 Penalty: 2989.107910
	Iteration 10Q: 3 clusters Score -517174.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -517360.406250 Penalty: 2989.107910
	Iteration 11Q: 3 clusters Score -517360.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -517535.906250 Penalty: 2989.107910
	Iteration 12Q: 3 clusters Score -517535.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -517723.343750 Penalty: 2989.107910
	Iteration 13Q: 3 clusters Score -517723.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -517890.000000 Penalty: 2989.107910
	Iteration 14Q: 3 clusters Score -517890 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -518025.375000 Penalty: 2989.107910
	Iteration 15Q: 3 clusters Score -518025.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -518117.906250 Penalty: 2989.107910
	Iteration 16Q: 3 clusters Score -518117.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -518187.656250 Penalty: 2989.107910
	Iteration 17Q: 3 clusters Score -518187.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -518231.531250 Penalty: 2989.107910
	Iteration 18Q: 3 clusters Score -518231.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -518267.312500 Penalty: 2989.107910
	Iteration 19Q: 3 clusters Score -518267.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -518293.875000 Penalty: 2989.107910
	Iteration 20F: 3 clusters Score -518293.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -518315.062500 Penalty: 2989.107910
	Iteration 21Q: 3 clusters Score -518315.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -518335.031250 Penalty: 2989.107910
	Iteration 22Q: 3 clusters Score -518335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -518351.656250 Penalty: 2989.107910
	Iteration 23Q: 3 clusters Score -518351.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -518363.000000 Penalty: 2989.107910
	Iteration 24Q: 3 clusters Score -518363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -518372.687500 Penalty: 2989.107910
	Iteration 25Q: 3 clusters Score -518372.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -518378.937500 Penalty: 2989.107910
	Iteration 26Q: 3 clusters Score -518378.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -518386.500000 Penalty: 2989.107910
	Iteration 27Q: 3 clusters Score -518386.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -518392.062500 Penalty: 2989.107910
	Iteration 28Q: 3 clusters Score -518392.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -518395.187500 Penalty: 2989.107910
	Iteration 29Q: 3 clusters Score -518395.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -518398.875000 Penalty: 2989.107910
	Iteration 30Q: 3 clusters Score -518398.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -518403.375000 Penalty: 2989.107910
	Iteration 31Q: 3 clusters Score -518403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -518405.968750 Penalty: 2989.107910
	Iteration 32Q: 3 clusters Score -518406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -518410.875000 Penalty: 2989.107910
	Iteration 33Q: 3 clusters Score -518410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -518413.750000 Penalty: 2989.107910
	Iteration 34Q: 3 clusters Score -518413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -518416.500000 Penalty: 2989.107910
	Iteration 35Q: 3 clusters Score -518416.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -518420.843750 Penalty: 2989.107910
	Iteration 36Q: 3 clusters Score -518420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -518425.250000 Penalty: 2989.107910
	Iteration 37Q: 3 clusters Score -518425.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -518429.000000 Penalty: 2989.107910
	Iteration 38Q: 3 clusters Score -518429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -518430.187500 Penalty: 2989.107910
	Iteration 39Q: 3 clusters Score -518430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -518431.750000 Penalty: 2989.107910
	Iteration 40F: 3 clusters Score -518431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -518433.093750 Penalty: 2989.107910
	Iteration 41Q: 3 clusters Score -518433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -518435.312500 Penalty: 2989.107910
	Iteration 42Q: 3 clusters Score -518435.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -518435.750000 Penalty: 2989.107910
	Iteration 43Q: 3 clusters Score -518435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -518438.625000 Penalty: 2989.107910
	Iteration 44Q: 3 clusters Score -518438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -518440.375000 Penalty: 2989.107910
	Iteration 45Q: 3 clusters Score -518440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -518443.093750 Penalty: 2989.107910
	Iteration 46Q: 3 clusters Score -518443.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -518443.937500 Penalty: 2989.107910
	Iteration 47Q: 3 clusters Score -518443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -518444.968750 Penalty: 2989.107910
	Iteration 48Q: 3 clusters Score -518445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -518446.375000 Penalty: 2989.107910
	Iteration 49Q: 3 clusters Score -518446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -518445.781250 Penalty: 2989.107910
	Iteration 50Q: 3 clusters Score -518445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -518446.437500 Penalty: 2989.107910
	Iteration 51Q: 3 clusters Score -518446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -518446.437500 Penalty: 2989.107910
	Iteration 52F: 3 clusters Score -518446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Entering Unmasked Estep 
Score: -2731313.250000 Penalty: 1766.606079
	Iteration 0F: 2 clusters Score -2731313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2696129.750000 Penalty: 3533.212158
	Iteration 0F: 3 clusters Score -2696130 nChanged 24564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -2710346.750000 Penalty: 3533.212158
	Iteration 1F: 3 clusters Score -2710347 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2711258.750000 Penalty: 3533.212158
	Iteration 2Q: 3 clusters Score -2711259 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -2712541.000000 Penalty: 3533.212158
	Iteration 3F: 3 clusters Score -2712541 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -2714243.500000 Penalty: 3533.212158
	Iteration 4F: 3 clusters Score -2714244 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -2716413.000000 Penalty: 3533.212158
	Iteration 5F: 3 clusters Score -2716413 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -2718877.000000 Penalty: 3533.212158
	Iteration 6F: 3 clusters Score -2718877 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -2721282.750000 Penalty: 3533.212158
	Iteration 7F: 3 clusters Score -2721283 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -2723387.750000 Penalty: 3533.212158
	Iteration 8F: 3 clusters Score -2723388 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -2725312.500000 Penalty: 3533.212158
	Iteration 9Q: 3 clusters Score -2725312 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -2726880.000000 Penalty: 3533.212158
	Iteration 10Q: 3 clusters Score -2726880 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -2728072.000000 Penalty: 3533.212158
	Iteration 11Q: 3 clusters Score -2728072 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -2728811.500000 Penalty: 3533.212158
	Iteration 12Q: 3 clusters Score -2728812 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -2729240.750000 Penalty: 3533.212158
	Iteration 13Q: 3 clusters Score -2729241 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -2729486.500000 Penalty: 3533.212158
	Iteration 14Q: 3 clusters Score -2729486 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -2729614.750000 Penalty: 3533.212158
	Iteration 15Q: 3 clusters Score -2729615 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -2729673.000000 Penalty: 3533.212158
	Iteration 16Q: 3 clusters Score -2729673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -2729725.750000 Penalty: 3533.212158
	Iteration 17Q: 3 clusters Score -2729726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -2729752.000000 Penalty: 3533.212158
	Iteration 18Q: 3 clusters Score -2729752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -2729772.500000 Penalty: 3533.212158
	Iteration 19Q: 3 clusters Score -2729772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -2729797.250000 Penalty: 3533.212158
	Iteration 20F: 3 clusters Score -2729797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -2729797.750000 Penalty: 3533.212158
	Iteration 21Q: 3 clusters Score -2729798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -2729810.250000 Penalty: 3533.212158
	Iteration 22Q: 3 clusters Score -2729810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -2729820.000000 Penalty: 3533.212158
	Iteration 23Q: 3 clusters Score -2729820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -2729833.750000 Penalty: 3533.212158
	Iteration 24Q: 3 clusters Score -2729834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -2729836.750000 Penalty: 3533.212158
	Iteration 25Q: 3 clusters Score -2729837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -2729844.250000 Penalty: 3533.212158
	Iteration 26Q: 3 clusters Score -2729844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -2729850.250000 Penalty: 3533.212158
	Iteration 27Q: 3 clusters Score -2729850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -2729849.750000 Penalty: 3533.212158
	Iteration 28Q: 3 clusters Score -2729850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -2729848.000000 Penalty: 3533.212158
	Iteration 29Q: 3 clusters Score -2729848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -2729847.250000 Penalty: 3533.212158
	Iteration 30Q: 3 clusters Score -2729847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -2729854.000000 Penalty: 3533.212158
	Iteration 31Q: 3 clusters Score -2729854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -2729852.500000 Penalty: 3533.212158
	Iteration 32Q: 3 clusters Score -2729852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -2729854.750000 Penalty: 3533.212158
	Iteration 33Q: 3 clusters Score -2729855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -2729854.500000 Penalty: 3533.212158
	Iteration 34Q: 3 clusters Score -2729854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -2729853.000000 Penalty: 3533.212158
	Iteration 35Q: 3 clusters Score -2729853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -2729853.750000 Penalty: 3533.212158
	Iteration 36Q: 3 clusters Score -2729854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -2729853.750000 Penalty: 3533.212158
	Iteration 37F: 3 clusters Score -2729854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Entering Unmasked Estep 
Score: -1259328.500000 Penalty: 1639.194336
	Iteration 0F: 2 clusters Score -1259328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1243039.750000 Penalty: 3278.388672
	Iteration 0F: 3 clusters Score -1243040 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1249069.625000 Penalty: 3278.388672
	Iteration 1F: 3 clusters Score -1249070 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1249424.875000 Penalty: 3278.388672
	Iteration 2Q: 3 clusters Score -1249425 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1249776.500000 Penalty: 3278.388672
	Iteration 3Q: 3 clusters Score -1249776 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1250189.375000 Penalty: 3278.388672
	Iteration 4Q: 3 clusters Score -1250189 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1250734.250000 Penalty: 3278.388672
	Iteration 5Q: 3 clusters Score -1250734 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1251441.000000 Penalty: 3278.388672
	Iteration 6F: 3 clusters Score -1251441 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1252342.875000 Penalty: 3278.388672
	Iteration 7F: 3 clusters Score -1252343 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1253432.750000 Penalty: 3278.388672
	Iteration 8F: 3 clusters Score -1253433 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1254481.125000 Penalty: 3278.388672
	Iteration 9F: 3 clusters Score -1254481 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1255334.250000 Penalty: 3278.388672
	Iteration 10Q: 3 clusters Score -1255334 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1255928.500000 Penalty: 3278.388672
	Iteration 11Q: 3 clusters Score -1255928 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1256307.250000 Penalty: 3278.388672
	Iteration 12Q: 3 clusters Score -1256307 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1256563.375000 Penalty: 3278.388672
	Iteration 13Q: 3 clusters Score -1256563 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1256739.000000 Penalty: 3278.388672
	Iteration 14Q: 3 clusters Score -1256739 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1256893.875000 Penalty: 3278.388672
	Iteration 15Q: 3 clusters Score -1256894 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1257040.250000 Penalty: 3278.388672
	Iteration 16Q: 3 clusters Score -1257040 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1257163.875000 Penalty: 3278.388672
	Iteration 17Q: 3 clusters Score -1257164 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1257292.750000 Penalty: 3278.388672
	Iteration 18Q: 3 clusters Score -1257293 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1257391.125000 Penalty: 3278.388672
	Iteration 19Q: 3 clusters Score -1257391 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1257483.000000 Penalty: 3278.388672
	Iteration 20F: 3 clusters Score -1257483 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1257575.500000 Penalty: 3278.388672
	Iteration 21Q: 3 clusters Score -1257576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1257655.250000 Penalty: 3278.388672
	Iteration 22Q: 3 clusters Score -1257655 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1257719.750000 Penalty: 3278.388672
	Iteration 23Q: 3 clusters Score -1257720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1257797.125000 Penalty: 3278.388672
	Iteration 24Q: 3 clusters Score -1257797 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1257860.500000 Penalty: 3278.388672
	Iteration 25Q: 3 clusters Score -1257860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1257911.250000 Penalty: 3278.388672
	Iteration 26Q: 3 clusters Score -1257911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1257939.375000 Penalty: 3278.388672
	Iteration 27Q: 3 clusters Score -1257939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1257973.875000 Penalty: 3278.388672
	Iteration 28Q: 3 clusters Score -1257974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1258006.125000 Penalty: 3278.388672
	Iteration 29Q: 3 clusters Score -1258006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1258045.250000 Penalty: 3278.388672
	Iteration 30Q: 3 clusters Score -1258045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1258076.625000 Penalty: 3278.388672
	Iteration 31Q: 3 clusters Score -1258077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1258100.375000 Penalty: 3278.388672
	Iteration 32Q: 3 clusters Score -1258100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1258124.375000 Penalty: 3278.388672
	Iteration 33Q: 3 clusters Score -1258124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1258155.125000 Penalty: 3278.388672
	Iteration 34Q: 3 clusters Score -1258155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1258177.625000 Penalty: 3278.388672
	Iteration 35Q: 3 clusters Score -1258178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1258196.625000 Penalty: 3278.388672
	Iteration 36Q: 3 clusters Score -1258197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1258210.125000 Penalty: 3278.388672
	Iteration 37Q: 3 clusters Score -1258210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1258217.875000 Penalty: 3278.388672
	Iteration 38Q: 3 clusters Score -1258218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1258220.125000 Penalty: 3278.388672
	Iteration 39Q: 3 clusters Score -1258220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1258222.000000 Penalty: 3278.388672
	Iteration 40F: 3 clusters Score -1258222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1258224.625000 Penalty: 3278.388672
	Iteration 41Q: 3 clusters Score -1258225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1258228.750000 Penalty: 3278.388672
	Iteration 42Q: 3 clusters Score -1258229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1258229.500000 Penalty: 3278.388672
	Iteration 43Q: 3 clusters Score -1258230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1258230.000000 Penalty: 3278.388672
	Iteration 44Q: 3 clusters Score -1258230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1258230.500000 Penalty: 3278.388672
	Iteration 45Q: 3 clusters Score -1258230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1258228.875000 Penalty: 3278.388672
	Iteration 46Q: 3 clusters Score -1258229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1258228.875000 Penalty: 3278.388672
	Iteration 47F: 3 clusters Score -1258229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -107111.890625 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -107111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -104831.476562 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -104831.5 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -105328.492188 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -105328.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -105472.382812 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -105472.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -105542.835938 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -105542.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -105598.960938 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -105599 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -105633.046875 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -105633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -105655.937500 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -105655.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -105671.242188 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -105671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -105682.679688 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -105682.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -105693.671875 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -105693.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -105711.406250 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -105711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -105721.742188 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -105721.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -105728.523438 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -105728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -105732.640625 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -105732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -105734.195312 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -105734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -105736.726562 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -105736.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -105742.562500 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -105742.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -105748.718750 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -105748.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -105754.929688 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -105754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -105758.468750 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -105758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -105760.953125 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -105761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -105765.109375 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -105765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -105770.656250 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -105770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -105779.390625 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -105779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -105784.453125 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -105784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -105791.875000 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -105791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -105796.757812 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -105796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -105802.367188 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -105802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -105806.562500 Penalty: 2512.306885
	Iteration 28Q: 3 clusters Score -105806.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -105810.296875 Penalty: 2512.306885
	Iteration 29Q: 3 clusters Score -105810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -105814.367188 Penalty: 2512.306885
	Iteration 30Q: 3 clusters Score -105814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -105819.273438 Penalty: 2512.306885
	Iteration 31Q: 3 clusters Score -105819.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -105825.890625 Penalty: 2512.306885
	Iteration 32Q: 3 clusters Score -105825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -105830.453125 Penalty: 2512.306885
	Iteration 33Q: 3 clusters Score -105830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -105834.054688 Penalty: 2512.306885
	Iteration 34Q: 3 clusters Score -105834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -105839.039062 Penalty: 2512.306885
	Iteration 35Q: 3 clusters Score -105839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -105843.617188 Penalty: 2512.306885
	Iteration 36Q: 3 clusters Score -105843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -105846.617188 Penalty: 2512.306885
	Iteration 37Q: 3 clusters Score -105846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -105853.937500 Penalty: 2512.306885
	Iteration 38Q: 3 clusters Score -105853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -105860.515625 Penalty: 2512.306885
	Iteration 39Q: 3 clusters Score -105860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105865.023438 Penalty: 2512.306885
	Iteration 40F: 3 clusters Score -105865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -105871.406250 Penalty: 2512.306885
	Iteration 41Q: 3 clusters Score -105871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -105875.070312 Penalty: 2512.306885
	Iteration 42Q: 3 clusters Score -105875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -105882.476562 Penalty: 2512.306885
	Iteration 43Q: 3 clusters Score -105882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -105887.640625 Penalty: 2512.306885
	Iteration 44Q: 3 clusters Score -105887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -105891.875000 Penalty: 2512.306885
	Iteration 45Q: 3 clusters Score -105891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -105897.054688 Penalty: 2512.306885
	Iteration 46Q: 3 clusters Score -105897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -105899.492188 Penalty: 2512.306885
	Iteration 47Q: 3 clusters Score -105899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -105902.609375 Penalty: 2512.306885
	Iteration 48Q: 3 clusters Score -105902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -105905.601562 Penalty: 2512.306885
	Iteration 49Q: 3 clusters Score -105905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -105908.640625 Penalty: 2512.306885
	Iteration 50Q: 3 clusters Score -105908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -105911.007812 Penalty: 2512.306885
	Iteration 51Q: 3 clusters Score -105911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -105914.453125 Penalty: 2512.306885
	Iteration 52Q: 3 clusters Score -105914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -105917.679688 Penalty: 2512.306885
	Iteration 53Q: 3 clusters Score -105917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -105920.046875 Penalty: 2512.306885
	Iteration 54Q: 3 clusters Score -105920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -105924.312500 Penalty: 2512.306885
	Iteration 55Q: 3 clusters Score -105924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -105931.125000 Penalty: 2512.306885
	Iteration 56Q: 3 clusters Score -105931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -105934.812500 Penalty: 2512.306885
	Iteration 57Q: 3 clusters Score -105934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -105937.429688 Penalty: 2512.306885
	Iteration 58Q: 3 clusters Score -105937.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -105941.093750 Penalty: 2512.306885
	Iteration 59Q: 3 clusters Score -105941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -105943.109375 Penalty: 2512.306885
	Iteration 60F: 3 clusters Score -105943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -105946.039062 Penalty: 2512.306885
	Iteration 61Q: 3 clusters Score -105946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -105950.195312 Penalty: 2512.306885
	Iteration 62Q: 3 clusters Score -105950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -105959.398438 Penalty: 2512.306885
	Iteration 63Q: 3 clusters Score -105959.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -105970.382812 Penalty: 2512.306885
	Iteration 64Q: 3 clusters Score -105970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -105983.515625 Penalty: 2512.306885
	Iteration 65Q: 3 clusters Score -105983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -105996.101562 Penalty: 2512.306885
	Iteration 66Q: 3 clusters Score -105996.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -106002.781250 Penalty: 2512.306885
	Iteration 67Q: 3 clusters Score -106002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -106008.640625 Penalty: 2512.306885
	Iteration 68Q: 3 clusters Score -106008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -106013.234375 Penalty: 2512.306885
	Iteration 69Q: 3 clusters Score -106013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -106018.835938 Penalty: 2512.306885
	Iteration 70Q: 3 clusters Score -106018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -106024.960938 Penalty: 2512.306885
	Iteration 71Q: 3 clusters Score -106025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -106033.109375 Penalty: 2512.306885
	Iteration 72Q: 3 clusters Score -106033.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -106041.078125 Penalty: 2512.306885
	Iteration 73Q: 3 clusters Score -106041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -106044.734375 Penalty: 2512.306885
	Iteration 74Q: 3 clusters Score -106044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -106046.171875 Penalty: 2512.306885
	Iteration 75Q: 3 clusters Score -106046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -106047.835938 Penalty: 2512.306885
	Iteration 76Q: 3 clusters Score -106047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -106050.406250 Penalty: 2512.306885
	Iteration 77Q: 3 clusters Score -106050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -106051.664062 Penalty: 2512.306885
	Iteration 78Q: 3 clusters Score -106051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -106052.429688 Penalty: 2512.306885
	Iteration 79Q: 3 clusters Score -106052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -106052.742188 Penalty: 2512.306885
	Iteration 80F: 3 clusters Score -106052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -214802.406250 Penalty: 1369.786255
	Iteration 0F: 2 clusters Score -214802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -211078.937500 Penalty: 2739.572510
	Iteration 0F: 3 clusters Score -211078.9 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -212122.000000 Penalty: 2739.572510
	Iteration 1F: 3 clusters Score -212122 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -212354.859375 Penalty: 2739.572510
	Iteration 2F: 3 clusters Score -212354.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -212480.718750 Penalty: 2739.572510
	Iteration 3F: 3 clusters Score -212480.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -212568.421875 Penalty: 2739.572510
	Iteration 4Q: 3 clusters Score -212568.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -212650.687500 Penalty: 2739.572510
	Iteration 5Q: 3 clusters Score -212650.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -212716.593750 Penalty: 2739.572510
	Iteration 6Q: 3 clusters Score -212716.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -212769.265625 Penalty: 2739.572510
	Iteration 7Q: 3 clusters Score -212769.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -212814.843750 Penalty: 2739.572510
	Iteration 8Q: 3 clusters Score -212814.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -212863.750000 Penalty: 2739.572510
	Iteration 9Q: 3 clusters Score -212863.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -212909.812500 Penalty: 2739.572510
	Iteration 10Q: 3 clusters Score -212909.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -212953.859375 Penalty: 2739.572510
	Iteration 11Q: 3 clusters Score -212953.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -213007.125000 Penalty: 2739.572510
	Iteration 12Q: 3 clusters Score -213007.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -213056.937500 Penalty: 2739.572510
	Iteration 13Q: 3 clusters Score -213056.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -213110.031250 Penalty: 2739.572510
	Iteration 14Q: 3 clusters Score -213110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -213150.656250 Penalty: 2739.572510
	Iteration 15Q: 3 clusters Score -213150.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213187.937500 Penalty: 2739.572510
	Iteration 16Q: 3 clusters Score -213187.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -213227.625000 Penalty: 2739.572510
	Iteration 17Q: 3 clusters Score -213227.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -213272.062500 Penalty: 2739.572510
	Iteration 18Q: 3 clusters Score -213272.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -213326.656250 Penalty: 2739.572510
	Iteration 19Q: 3 clusters Score -213326.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -213364.968750 Penalty: 2739.572510
	Iteration 20F: 3 clusters Score -213365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -213400.171875 Penalty: 2739.572510
	Iteration 21Q: 3 clusters Score -213400.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -213437.015625 Penalty: 2739.572510
	Iteration 22Q: 3 clusters Score -213437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -213470.671875 Penalty: 2739.572510
	Iteration 23Q: 3 clusters Score -213470.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -213509.390625 Penalty: 2739.572510
	Iteration 24Q: 3 clusters Score -213509.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -213529.109375 Penalty: 2739.572510
	Iteration 25Q: 3 clusters Score -213529.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -213538.156250 Penalty: 2739.572510
	Iteration 26Q: 3 clusters Score -213538.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -213541.875000 Penalty: 2739.572510
	Iteration 27Q: 3 clusters Score -213541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -213543.750000 Penalty: 2739.572510
	Iteration 28Q: 3 clusters Score -213543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -213549.750000 Penalty: 2739.572510
	Iteration 29Q: 3 clusters Score -213549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -213552.671875 Penalty: 2739.572510
	Iteration 30Q: 3 clusters Score -213552.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -213556.750000 Penalty: 2739.572510
	Iteration 31Q: 3 clusters Score -213556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -213562.015625 Penalty: 2739.572510
	Iteration 32Q: 3 clusters Score -213562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -213565.781250 Penalty: 2739.572510
	Iteration 33Q: 3 clusters Score -213565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -213569.656250 Penalty: 2739.572510
	Iteration 34Q: 3 clusters Score -213569.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -213574.187500 Penalty: 2739.572510
	Iteration 35Q: 3 clusters Score -213574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -213576.593750 Penalty: 2739.572510
	Iteration 36Q: 3 clusters Score -213576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -213580.359375 Penalty: 2739.572510
	Iteration 37Q: 3 clusters Score -213580.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -213582.390625 Penalty: 2739.572510
	Iteration 38Q: 3 clusters Score -213582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -213584.953125 Penalty: 2739.572510
	Iteration 39Q: 3 clusters Score -213585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -213586.812500 Penalty: 2739.572510
	Iteration 40F: 3 clusters Score -213586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213589.703125 Penalty: 2739.572510
	Iteration 41Q: 3 clusters Score -213589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -213597.296875 Penalty: 2739.572510
	Iteration 42Q: 3 clusters Score -213597.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -213609.890625 Penalty: 2739.572510
	Iteration 43Q: 3 clusters Score -213609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -213621.890625 Penalty: 2739.572510
	Iteration 44Q: 3 clusters Score -213621.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213636.546875 Penalty: 2739.572510
	Iteration 45Q: 3 clusters Score -213636.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -213668.718750 Penalty: 2739.572510
	Iteration 46Q: 3 clusters Score -213668.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -213701.750000 Penalty: 2739.572510
	Iteration 47Q: 3 clusters Score -213701.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213720.234375 Penalty: 2739.572510
	Iteration 48Q: 3 clusters Score -213720.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -213730.875000 Penalty: 2739.572510
	Iteration 49Q: 3 clusters Score -213730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -213738.343750 Penalty: 2739.572510
	Iteration 50Q: 3 clusters Score -213738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213742.171875 Penalty: 2739.572510
	Iteration 51Q: 3 clusters Score -213742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -213745.406250 Penalty: 2739.572510
	Iteration 52Q: 3 clusters Score -213745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -213747.984375 Penalty: 2739.572510
	Iteration 53Q: 3 clusters Score -213748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213749.046875 Penalty: 2739.572510
	Iteration 54Q: 3 clusters Score -213749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -213750.515625 Penalty: 2739.572510
	Iteration 55Q: 3 clusters Score -213750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -213750.656250 Penalty: 2739.572510
	Iteration 56Q: 3 clusters Score -213750.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -213750.656250 Penalty: 2739.572510
	Iteration 57F: 3 clusters Score -213750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -245928.359375 Penalty: 1399.561401
	Iteration 0F: 2 clusters Score -245928.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -241661.640625 Penalty: 2799.122803
	Iteration 0F: 3 clusters Score -241661.6 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -242963.734375 Penalty: 2799.122803
	Iteration 1F: 3 clusters Score -242963.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -243189.984375 Penalty: 2799.122803
	Iteration 2F: 3 clusters Score -243190 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -243383.171875 Penalty: 2799.122803
	Iteration 3F: 3 clusters Score -243383.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -243516.281250 Penalty: 2799.122803
	Iteration 4Q: 3 clusters Score -243516.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -243613.500000 Penalty: 2799.122803
	Iteration 5Q: 3 clusters Score -243613.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -243687.750000 Penalty: 2799.122803
	Iteration 6Q: 3 clusters Score -243687.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -243751.281250 Penalty: 2799.122803
	Iteration 7Q: 3 clusters Score -243751.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -243809.937500 Penalty: 2799.122803
	Iteration 8Q: 3 clusters Score -243809.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -243873.078125 Penalty: 2799.122803
	Iteration 9Q: 3 clusters Score -243873.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -243944.156250 Penalty: 2799.122803
	Iteration 10Q: 3 clusters Score -243944.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -244022.765625 Penalty: 2799.122803
	Iteration 11Q: 3 clusters Score -244022.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -244111.515625 Penalty: 2799.122803
	Iteration 12Q: 3 clusters Score -244111.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -244198.812500 Penalty: 2799.122803
	Iteration 13Q: 3 clusters Score -244198.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -244263.125000 Penalty: 2799.122803
	Iteration 14Q: 3 clusters Score -244263.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -244325.937500 Penalty: 2799.122803
	Iteration 15Q: 3 clusters Score -244325.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -244370.296875 Penalty: 2799.122803
	Iteration 16Q: 3 clusters Score -244370.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -244415.578125 Penalty: 2799.122803
	Iteration 17Q: 3 clusters Score -244415.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -244456.750000 Penalty: 2799.122803
	Iteration 18Q: 3 clusters Score -244456.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -244488.765625 Penalty: 2799.122803
	Iteration 19Q: 3 clusters Score -244488.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -244514.750000 Penalty: 2799.122803
	Iteration 20F: 3 clusters Score -244514.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -244530.578125 Penalty: 2799.122803
	Iteration 21Q: 3 clusters Score -244530.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -244541.406250 Penalty: 2799.122803
	Iteration 22Q: 3 clusters Score -244541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -244548.109375 Penalty: 2799.122803
	Iteration 23Q: 3 clusters Score -244548.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -244553.062500 Penalty: 2799.122803
	Iteration 24Q: 3 clusters Score -244553.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -244558.312500 Penalty: 2799.122803
	Iteration 25Q: 3 clusters Score -244558.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -244562.875000 Penalty: 2799.122803
	Iteration 26Q: 3 clusters Score -244562.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -244569.015625 Penalty: 2799.122803
	Iteration 27Q: 3 clusters Score -244569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -244573.390625 Penalty: 2799.122803
	Iteration 28Q: 3 clusters Score -244573.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -244576.078125 Penalty: 2799.122803
	Iteration 29Q: 3 clusters Score -244576.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -244580.078125 Penalty: 2799.122803
	Iteration 30Q: 3 clusters Score -244580.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -244584.328125 Penalty: 2799.122803
	Iteration 31Q: 3 clusters Score -244584.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -244589.906250 Penalty: 2799.122803
	Iteration 32Q: 3 clusters Score -244589.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -244598.171875 Penalty: 2799.122803
	Iteration 33Q: 3 clusters Score -244598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -244605.343750 Penalty: 2799.122803
	Iteration 34Q: 3 clusters Score -244605.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -244611.109375 Penalty: 2799.122803
	Iteration 35Q: 3 clusters Score -244611.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -244617.078125 Penalty: 2799.122803
	Iteration 36Q: 3 clusters Score -244617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -244620.281250 Penalty: 2799.122803
	Iteration 37Q: 3 clusters Score -244620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -244621.875000 Penalty: 2799.122803
	Iteration 38Q: 3 clusters Score -244621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -244623.937500 Penalty: 2799.122803
	Iteration 39Q: 3 clusters Score -244623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -244626.234375 Penalty: 2799.122803
	Iteration 40F: 3 clusters Score -244626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -244627.281250 Penalty: 2799.122803
	Iteration 41Q: 3 clusters Score -244627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -244627.625000 Penalty: 2799.122803
	Iteration 42Q: 3 clusters Score -244627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -244627.500000 Penalty: 2799.122803
	Iteration 43Q: 3 clusters Score -244627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -244627.500000 Penalty: 2799.122803
	Iteration 44F: 3 clusters Score -244627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 21502 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 9 contains 20167 members 
Mstep: Class 10 contains 11011 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 224063 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 52650 members 
Mstep: Class 19 contains 24037 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 23 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522020.000000 Penalty: 38560.308594
Iteration 39Q: 19 clusters Score -2.652202e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 21487 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 5 contains 6683 members 
Mstep: Class 6 contains 74718 members 
Mstep: Class 9 contains 20293 members 
Mstep: Class 10 contains 11099 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 223879 members 
Mstep: Class 13 contains 8251 members 
Mstep: Class 14 contains 9275 members 
Mstep: Class 16 contains 9915 members 
Mstep: Class 17 contains 52632 members 
Mstep: Class 19 contains 24154 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 4557 members 
Mstep: Class 23 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523322.000000 Penalty: 38560.308594
Iteration 40F: 19 clusters Score -2.652332e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 21459 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 6855 members 
Mstep: Class 6 contains 73506 members 
Mstep: Class 9 contains 20384 members 
Mstep: Class 10 contains 11239 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 223561 members 
Mstep: Class 13 contains 8144 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 16 contains 9966 members 
Mstep: Class 17 contains 52622 members 
Mstep: Class 19 contains 24275 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 23 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523944.000000 Penalty: 38560.308594
Iteration 41Q: 19 clusters Score -2.652394e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 21398 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 7021 members 
Mstep: Class 6 contains 72518 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 223260 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 9450 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 52578 members 
Mstep: Class 19 contains 24333 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 23 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524606.000000 Penalty: 38560.308594
Iteration 42Q: 19 clusters Score -2.652461e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 21322 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 3787 members 
Mstep: Class 5 contains 7174 members 
Mstep: Class 6 contains 71685 members 
Mstep: Class 9 contains 20517 members 
Mstep: Class 10 contains 11632 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 222951 members 
Mstep: Class 13 contains 7927 members 
Mstep: Class 14 contains 9479 members 
Mstep: Class 16 contains 10081 members 
Mstep: Class 17 contains 52470 members 
Mstep: Class 19 contains 24359 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 23 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525054.000000 Penalty: 38560.308594
Iteration 43Q: 19 clusters Score -2.652505e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 21236 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 71018 members 
Mstep: Class 9 contains 20552 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 222609 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 9481 members 
Mstep: Class 16 contains 10113 members 
Mstep: Class 17 contains 52327 members 
Mstep: Class 19 contains 24346 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 23 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525456.000000 Penalty: 38560.308594
Iteration 44Q: 19 clusters Score -2.652546e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 21142 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 7437 members 
Mstep: Class 6 contains 70479 members 
Mstep: Class 9 contains 20576 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 222232 members 
Mstep: Class 13 contains 7727 members 
Mstep: Class 14 contains 9456 members 
Mstep: Class 16 contains 10152 members 
Mstep: Class 17 contains 52138 members 
Mstep: Class 19 contains 24330 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 23 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525836.000000 Penalty: 38560.308594
Iteration 45Q: 19 clusters Score -2.652584e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 21044 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 70043 members 
Mstep: Class 9 contains 20577 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 11 contains 4079 members 
Mstep: Class 12 contains 221854 members 
Mstep: Class 13 contains 7630 members 
Mstep: Class 14 contains 9416 members 
Mstep: Class 16 contains 10184 members 
Mstep: Class 17 contains 51949 members 
Mstep: Class 19 contains 24274 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 23 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526102.000000 Penalty: 38560.308594
Iteration 46Q: 19 clusters Score -2.65261e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 69655 members 
Mstep: Class 9 contains 20566 members 
Mstep: Class 10 contains 12520 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 221465 members 
Mstep: Class 13 contains 7531 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 51749 members 
Mstep: Class 19 contains 24186 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 4360 members 
Mstep: Class 23 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526352.000000 Penalty: 38560.308594
Iteration 47Q: 19 clusters Score -2.652635e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 20829 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 69348 members 
Mstep: Class 9 contains 20563 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 221099 members 
Mstep: Class 13 contains 7439 members 
Mstep: Class 14 contains 9303 members 
Mstep: Class 16 contains 10275 members 
Mstep: Class 17 contains 51498 members 
Mstep: Class 19 contains 24060 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 23 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526722.000000 Penalty: 38560.308594
Iteration 48Q: 19 clusters Score -2.652672e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 20696 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 69102 members 
Mstep: Class 9 contains 20557 members 
Mstep: Class 10 contains 12991 members 
Mstep: Class 11 contains 3996 members 
Mstep: Class 12 contains 220706 members 
Mstep: Class 13 contains 7362 members 
Mstep: Class 14 contains 9245 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 51237 members 
Mstep: Class 19 contains 23884 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 4318 members 
Mstep: Class 23 contains 5835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527060.000000 Penalty: 38560.308594
Iteration 49Q: 19 clusters Score -2.652706e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 20528 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 9 contains 20558 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 220362 members 
Mstep: Class 13 contains 7294 members 
Mstep: Class 14 contains 9207 members 
Mstep: Class 16 contains 10375 members 
Mstep: Class 17 contains 50933 members 
Mstep: Class 19 contains 23682 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 4289 members 
Mstep: Class 23 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527392.000000 Penalty: 38560.308594
Iteration 50Q: 19 clusters Score -2.652739e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 20345 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 68685 members 
Mstep: Class 9 contains 20550 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 220060 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 9165 members 
Mstep: Class 16 contains 10406 members 
Mstep: Class 17 contains 50629 members 
Mstep: Class 19 contains 23465 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 4259 members 
Mstep: Class 23 contains 5866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527598.000000 Penalty: 38560.308594
Iteration 51Q: 19 clusters Score -2.65276e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 20178 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 68484 members 
Mstep: Class 9 contains 20543 members 
Mstep: Class 10 contains 13912 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 219789 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 9142 members 
Mstep: Class 16 contains 10437 members 
Mstep: Class 17 contains 50303 members 
Mstep: Class 19 contains 23233 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 23 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527802.000000 Penalty: 38560.308594
Iteration 52Q: 19 clusters Score -2.65278e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 20045 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 8713 members 
Mstep: Class 6 contains 68319 members 
Mstep: Class 9 contains 20532 members 
Mstep: Class 10 contains 14200 members 
Mstep: Class 11 contains 3932 members 
Mstep: Class 12 contains 219487 members 
Mstep: Class 13 contains 7100 members 
Mstep: Class 14 contains 9109 members 
Mstep: Class 16 contains 10464 members 
Mstep: Class 17 contains 50028 members 
Mstep: Class 19 contains 23006 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 4213 members 
Mstep: Class 23 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528108.000000 Penalty: 38560.308594
Iteration 53Q: 19 clusters Score -2.652811e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 19889 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 6962 members 
Mstep: Class 5 contains 8867 members 
Mstep: Class 6 contains 68186 members 
Mstep: Class 9 contains 20513 members 
Mstep: Class 10 contains 14468 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 219163 members 
Mstep: Class 13 contains 7046 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 49780 members 
Mstep: Class 19 contains 22793 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 23 contains 5901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528336.000000 Penalty: 38560.308594
Iteration 54Q: 19 clusters Score -2.652834e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 19734 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 9028 members 
Mstep: Class 6 contains 68058 members 
Mstep: Class 9 contains 20503 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 3914 members 
Mstep: Class 12 contains 218842 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 16 contains 10500 members 
Mstep: Class 17 contains 49514 members 
Mstep: Class 19 contains 22542 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 23 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528590.000000 Penalty: 38560.308594
Iteration 55Q: 19 clusters Score -2.652859e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 19588 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 9190 members 
Mstep: Class 6 contains 67953 members 
Mstep: Class 9 contains 20489 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 218523 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 16 contains 10515 members 
Mstep: Class 17 contains 49223 members 
Mstep: Class 19 contains 22294 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 4175 members 
Mstep: Class 23 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528870.000000 Penalty: 38560.308594
Iteration 56Q: 19 clusters Score -2.652887e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 19440 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 9342 members 
Mstep: Class 6 contains 67841 members 
Mstep: Class 9 contains 20483 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 3893 members 
Mstep: Class 12 contains 218240 members 
Mstep: Class 13 contains 6928 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 16 contains 10533 members 
Mstep: Class 17 contains 48951 members 
Mstep: Class 19 contains 22046 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 23 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529286.000000 Penalty: 38560.308594
Iteration 57Q: 19 clusters Score -2.652929e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 19289 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 67744 members 
Mstep: Class 9 contains 20480 members 
Mstep: Class 10 contains 15503 members 
Mstep: Class 11 contains 3884 members 
Mstep: Class 12 contains 217970 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 9021 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 48683 members 
Mstep: Class 19 contains 21823 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 4147 members 
Mstep: Class 23 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529480.000000 Penalty: 38560.308594
Iteration 58Q: 19 clusters Score -2.652948e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 19142 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 8778 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 67670 members 
Mstep: Class 9 contains 20477 members 
Mstep: Class 10 contains 15723 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 217699 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 8981 members 
Mstep: Class 16 contains 10579 members 
Mstep: Class 17 contains 48454 members 
Mstep: Class 19 contains 21574 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 23 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529724.000000 Penalty: 38560.308594
Iteration 59Q: 19 clusters Score -2.652972e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 18977 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 9147 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 67570 members 
Mstep: Class 9 contains 20474 members 
Mstep: Class 10 contains 15908 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 217423 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 8945 members 
Mstep: Class 16 contains 10612 members 
Mstep: Class 17 contains 48287 members 
Mstep: Class 19 contains 21326 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 4122 members 
Mstep: Class 23 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530288.000000 Penalty: 38560.308594
Iteration 60F: 19 clusters Score -2.653029e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 18805 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 67495 members 
Mstep: Class 9 contains 20469 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 217053 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 8916 members 
Mstep: Class 16 contains 10639 members 
Mstep: Class 17 contains 48166 members 
Mstep: Class 19 contains 20926 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 23 contains 6057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530664.000000 Penalty: 38560.308594
Iteration 61Q: 19 clusters Score -2.653066e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 18628 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 10357 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 67427 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 16260 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 216686 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 8886 members 
Mstep: Class 16 contains 10663 members 
Mstep: Class 17 contains 48039 members 
Mstep: Class 19 contains 20511 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 4083 members 
Mstep: Class 23 contains 6067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531022.000000 Penalty: 38560.308594
Iteration 62Q: 19 clusters Score -2.653102e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 18475 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 10998 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 67369 members 
Mstep: Class 9 contains 20468 members 
Mstep: Class 10 contains 16393 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 216288 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 16 contains 10688 members 
Mstep: Class 17 contains 47936 members 
Mstep: Class 19 contains 20080 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531452.000000 Penalty: 38560.308594
Iteration 63Q: 19 clusters Score -2.653145e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 11654 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 67306 members 
Mstep: Class 9 contains 20479 members 
Mstep: Class 10 contains 16493 members 
Mstep: Class 11 contains 3839 members 
Mstep: Class 12 contains 215864 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 8838 members 
Mstep: Class 16 contains 10715 members 
Mstep: Class 17 contains 47899 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 4059 members 
Mstep: Class 23 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531878.000000 Penalty: 38560.308594
Iteration 64Q: 19 clusters Score -2.653188e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 18189 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 67246 members 
Mstep: Class 9 contains 20480 members 
Mstep: Class 10 contains 16589 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 215432 members 
Mstep: Class 13 contains 6747 members 
Mstep: Class 14 contains 8804 members 
Mstep: Class 16 contains 10738 members 
Mstep: Class 17 contains 47861 members 
Mstep: Class 19 contains 19121 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 23 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532422.000000 Penalty: 38560.308594
Iteration 65Q: 19 clusters Score -2.653242e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 18031 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 13112 members 
Mstep: Class 5 contains 10432 members 
Mstep: Class 6 contains 67191 members 
Mstep: Class 9 contains 20478 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 3828 members 
Mstep: Class 12 contains 214996 members 
Mstep: Class 13 contains 6718 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 16 contains 10758 members 
Mstep: Class 17 contains 47826 members 
Mstep: Class 19 contains 18548 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 23 contains 6092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533240.000000 Penalty: 38560.308594
Iteration 66Q: 19 clusters Score -2.653324e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 17885 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 10526 members 
Mstep: Class 6 contains 67161 members 
Mstep: Class 9 contains 20471 members 
Mstep: Class 10 contains 16774 members 
Mstep: Class 11 contains 3821 members 
Mstep: Class 12 contains 214537 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 16 contains 10784 members 
Mstep: Class 17 contains 47818 members 
Mstep: Class 19 contains 18009 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 4037 members 
Mstep: Class 23 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533976.000000 Penalty: 38560.308594
Iteration 67Q: 19 clusters Score -2.653398e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 17710 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 14486 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 67151 members 
Mstep: Class 9 contains 20454 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 214098 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 8724 members 
Mstep: Class 16 contains 10804 members 
Mstep: Class 17 contains 47812 members 
Mstep: Class 19 contains 17568 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 4038 members 
Mstep: Class 23 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534510.000000 Penalty: 38560.308594
Iteration 68Q: 19 clusters Score -2.653451e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 17571 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 67120 members 
Mstep: Class 9 contains 20443 members 
Mstep: Class 10 contains 16913 members 
Mstep: Class 11 contains 3812 members 
Mstep: Class 12 contains 213619 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 8695 members 
Mstep: Class 16 contains 10820 members 
Mstep: Class 17 contains 47808 members 
Mstep: Class 19 contains 17287 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 23 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535044.000000 Penalty: 38560.308594
Iteration 69Q: 19 clusters Score -2.653504e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 17424 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 10727 members 
Mstep: Class 6 contains 67094 members 
Mstep: Class 9 contains 20455 members 
Mstep: Class 10 contains 16975 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 213090 members 
Mstep: Class 13 contains 6608 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 16 contains 10824 members 
Mstep: Class 17 contains 47812 members 
Mstep: Class 19 contains 17110 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4056 members 
Mstep: Class 23 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535440.000000 Penalty: 38560.308594
Iteration 70Q: 19 clusters Score -2.653544e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 17265 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 15666 members 
Mstep: Class 5 contains 10778 members 
Mstep: Class 6 contains 67069 members 
Mstep: Class 9 contains 20442 members 
Mstep: Class 10 contains 17028 members 
Mstep: Class 11 contains 3798 members 
Mstep: Class 12 contains 212593 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 16 contains 10826 members 
Mstep: Class 17 contains 47826 members 
Mstep: Class 19 contains 17059 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 23 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535708.000000 Penalty: 38560.308594
Iteration 71Q: 19 clusters Score -2.653571e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 17111 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 15903 members 
Mstep: Class 5 contains 10829 members 
Mstep: Class 6 contains 67057 members 
Mstep: Class 9 contains 20445 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 12 contains 212091 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 16 contains 10827 members 
Mstep: Class 17 contains 47847 members 
Mstep: Class 19 contains 17048 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 23 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535904.000000 Penalty: 38560.308594
Iteration 72Q: 19 clusters Score -2.65359e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 16957 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 16093 members 
Mstep: Class 5 contains 10865 members 
Mstep: Class 6 contains 67036 members 
Mstep: Class 9 contains 20454 members 
Mstep: Class 10 contains 17120 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 211631 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 16 contains 10828 members 
Mstep: Class 17 contains 47884 members 
Mstep: Class 19 contains 17103 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 23 contains 6113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 19 clusters Score -2.653611e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 16835 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 10887 members 
Mstep: Class 6 contains 67010 members 
Mstep: Class 9 contains 20462 members 
Mstep: Class 10 contains 17156 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 211183 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 8574 members 
Mstep: Class 16 contains 10835 members 
Mstep: Class 17 contains 47940 members 
Mstep: Class 19 contains 17175 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 4078 members 
Mstep: Class 23 contains 6120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536146.000000 Penalty: 38560.308594
Iteration 74Q: 19 clusters Score -2.653615e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 16701 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 10910 members 
Mstep: Class 6 contains 66970 members 
Mstep: Class 9 contains 20465 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 210761 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 8545 members 
Mstep: Class 16 contains 10837 members 
Mstep: Class 17 contains 48005 members 
Mstep: Class 19 contains 17226 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 4083 members 
Mstep: Class 23 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536194.000000 Penalty: 38560.308594
Iteration 75Q: 19 clusters Score -2.653619e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 16579 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 16551 members 
Mstep: Class 5 contains 10933 members 
Mstep: Class 6 contains 66921 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 17220 members 
Mstep: Class 11 contains 3771 members 
Mstep: Class 12 contains 210325 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 16 contains 10849 members 
Mstep: Class 17 contains 48064 members 
Mstep: Class 19 contains 17283 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 23 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536274.000000 Penalty: 38560.308594
Iteration 76Q: 19 clusters Score -2.653627e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 16470 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 16658 members 
Mstep: Class 5 contains 10948 members 
Mstep: Class 6 contains 66853 members 
Mstep: Class 9 contains 20465 members 
Mstep: Class 10 contains 17253 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 209968 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 8482 members 
Mstep: Class 16 contains 10862 members 
Mstep: Class 17 contains 48130 members 
Mstep: Class 19 contains 17325 members 
Mstep: Class 20 contains 2460 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 23 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536284.000000 Penalty: 38560.308594
Iteration 77Q: 19 clusters Score -2.653628e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 16364 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 16743 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 66796 members 
Mstep: Class 9 contains 20467 members 
Mstep: Class 10 contains 17277 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 209614 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 8464 members 
Mstep: Class 16 contains 10877 members 
Mstep: Class 17 contains 48191 members 
Mstep: Class 19 contains 17388 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 4084 members 
Mstep: Class 23 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 19 clusters Score -2.653637e+07 nChanged 778
Entering ConstructFrom: 
Score: -26536370.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (62988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Entering Unmasked Estep 
Score: -3284171.000000 Penalty: 1795.738647
	Iteration 0F: 2 clusters Score -3284171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3241978.250000 Penalty: 3591.477295
	Iteration 0F: 3 clusters Score -3241978 nChanged 29750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3258863.500000 Penalty: 3591.477295
	Iteration 1F: 3 clusters Score -3258864 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3259542.000000 Penalty: 3591.477295
	Iteration 2Q: 3 clusters Score -3259542 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3260505.500000 Penalty: 3591.477295
	Iteration 3Q: 3 clusters Score -3260506 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -3262061.750000 Penalty: 3591.477295
	Iteration 4F: 3 clusters Score -3262062 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -3264781.250000 Penalty: 3591.477295
	Iteration 5F: 3 clusters Score -3264781 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -3269406.250000 Penalty: 3591.477295
	Iteration 6F: 3 clusters Score -3269406 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -3275226.000000 Penalty: 3591.477295
	Iteration 7F: 3 clusters Score -3275226 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -3279677.750000 Penalty: 3591.477295
	Iteration 8F: 3 clusters Score -3279678 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -3281672.500000 Penalty: 3591.477295
	Iteration 9Q: 3 clusters Score -3281672 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -3282283.750000 Penalty: 3591.477295
	Iteration 10Q: 3 clusters Score -3282284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -3282428.250000 Penalty: 3591.477295
	Iteration 11Q: 3 clusters Score -3282428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -3282486.000000 Penalty: 3591.477295
	Iteration 12Q: 3 clusters Score -3282486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -3282498.750000 Penalty: 3591.477295
	Iteration 13Q: 3 clusters Score -3282499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -3282513.750000 Penalty: 3591.477295
	Iteration 14Q: 3 clusters Score -3282514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -3282517.750000 Penalty: 3591.477295
	Iteration 15Q: 3 clusters Score -3282518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -3282523.750000 Penalty: 3591.477295
	Iteration 16Q: 3 clusters Score -3282524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -3282529.750000 Penalty: 3591.477295
	Iteration 17Q: 3 clusters Score -3282530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -3282532.000000 Penalty: 3591.477295
	Iteration 18Q: 3 clusters Score -3282532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -3282536.250000 Penalty: 3591.477295
	Iteration 19Q: 3 clusters Score -3282536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -3282536.250000 Penalty: 3591.477295
	Iteration 20F: 3 clusters Score -3282536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Entering Unmasked Estep 
Score: -852820.875000 Penalty: 1575.605225
	Iteration 0F: 2 clusters Score -852820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -841629.437500 Penalty: 3151.210449
	Iteration 0F: 3 clusters Score -841629.4 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -845507.437500 Penalty: 3151.210449
	Iteration 1F: 3 clusters Score -845507.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -845790.562500 Penalty: 3151.210449
	Iteration 2Q: 3 clusters Score -845790.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -846051.812500 Penalty: 3151.210449
	Iteration 3Q: 3 clusters Score -846051.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -846325.250000 Penalty: 3151.210449
	Iteration 4Q: 3 clusters Score -846325.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -846621.562500 Penalty: 3151.210449
	Iteration 5Q: 3 clusters Score -846621.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -846962.000000 Penalty: 3151.210449
	Iteration 6Q: 3 clusters Score -846962 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -847368.062500 Penalty: 3151.210449
	Iteration 7Q: 3 clusters Score -847368.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -847872.312500 Penalty: 3151.210449
	Iteration 8F: 3 clusters Score -847872.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -848550.125000 Penalty: 3151.210449
	Iteration 9F: 3 clusters Score -848550.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -849280.250000 Penalty: 3151.210449
	Iteration 10F: 3 clusters Score -849280.2 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -849993.062500 Penalty: 3151.210449
	Iteration 11F: 3 clusters Score -849993.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -850615.187500 Penalty: 3151.210449
	Iteration 12Q: 3 clusters Score -850615.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -851005.625000 Penalty: 3151.210449
	Iteration 13Q: 3 clusters Score -851005.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -851224.875000 Penalty: 3151.210449
	Iteration 14Q: 3 clusters Score -851224.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -851331.937500 Penalty: 3151.210449
	Iteration 15Q: 3 clusters Score -851331.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -851380.937500 Penalty: 3151.210449
	Iteration 16Q: 3 clusters Score -851380.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -851419.812500 Penalty: 3151.210449
	Iteration 17Q: 3 clusters Score -851419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -851440.000000 Penalty: 3151.210449
	Iteration 18Q: 3 clusters Score -851440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -851458.125000 Penalty: 3151.210449
	Iteration 19Q: 3 clusters Score -851458.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -851468.375000 Penalty: 3151.210449
	Iteration 20F: 3 clusters Score -851468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -851478.000000 Penalty: 3151.210449
	Iteration 21Q: 3 clusters Score -851478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -851485.312500 Penalty: 3151.210449
	Iteration 22Q: 3 clusters Score -851485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -851489.812500 Penalty: 3151.210449
	Iteration 23Q: 3 clusters Score -851489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -851494.250000 Penalty: 3151.210449
	Iteration 24Q: 3 clusters Score -851494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -851494.937500 Penalty: 3151.210449
	Iteration 25Q: 3 clusters Score -851494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -851496.250000 Penalty: 3151.210449
	Iteration 26Q: 3 clusters Score -851496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -851496.250000 Penalty: 3151.210449
	Iteration 27F: 3 clusters Score -851496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -129944.976562 Penalty: 1271.537476
	Iteration 0F: 2 clusters Score -129945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -127501.781250 Penalty: 2543.074951
	Iteration 0F: 3 clusters Score -127501.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -128035.203125 Penalty: 2543.074951
	Iteration 1F: 3 clusters Score -128035.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -128150.250000 Penalty: 2543.074951
	Iteration 2F: 3 clusters Score -128150.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -128230.023438 Penalty: 2543.074951
	Iteration 3F: 3 clusters Score -128230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -128286.148438 Penalty: 2543.074951
	Iteration 4Q: 3 clusters Score -128286.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -128331.203125 Penalty: 2543.074951
	Iteration 5Q: 3 clusters Score -128331.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -128360.187500 Penalty: 2543.074951
	Iteration 6Q: 3 clusters Score -128360.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -128386.929688 Penalty: 2543.074951
	Iteration 7Q: 3 clusters Score -128386.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -128412.546875 Penalty: 2543.074951
	Iteration 8Q: 3 clusters Score -128412.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -128433.203125 Penalty: 2543.074951
	Iteration 9Q: 3 clusters Score -128433.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -128457.429688 Penalty: 2543.074951
	Iteration 10Q: 3 clusters Score -128457.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -128480.179688 Penalty: 2543.074951
	Iteration 11Q: 3 clusters Score -128480.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -128508.070312 Penalty: 2543.074951
	Iteration 12Q: 3 clusters Score -128508.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -128541.460938 Penalty: 2543.074951
	Iteration 13Q: 3 clusters Score -128541.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -128568.382812 Penalty: 2543.074951
	Iteration 14Q: 3 clusters Score -128568.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -128599.914062 Penalty: 2543.074951
	Iteration 15Q: 3 clusters Score -128599.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -128625.531250 Penalty: 2543.074951
	Iteration 16Q: 3 clusters Score -128625.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -128651.039062 Penalty: 2543.074951
	Iteration 17Q: 3 clusters Score -128651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -128672.695312 Penalty: 2543.074951
	Iteration 18Q: 3 clusters Score -128672.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -128695.953125 Penalty: 2543.074951
	Iteration 19Q: 3 clusters Score -128696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -128714.117188 Penalty: 2543.074951
	Iteration 20F: 3 clusters Score -128714.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -128728.046875 Penalty: 2543.074951
	Iteration 21Q: 3 clusters Score -128728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -128743.312500 Penalty: 2543.074951
	Iteration 22Q: 3 clusters Score -128743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -128756.117188 Penalty: 2543.074951
	Iteration 23Q: 3 clusters Score -128756.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -128770.617188 Penalty: 2543.074951
	Iteration 24Q: 3 clusters Score -128770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -128779.437500 Penalty: 2543.074951
	Iteration 25Q: 3 clusters Score -128779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -128783.773438 Penalty: 2543.074951
	Iteration 26Q: 3 clusters Score -128783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -128792.757812 Penalty: 2543.074951
	Iteration 27Q: 3 clusters Score -128792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -128798.726562 Penalty: 2543.074951
	Iteration 28Q: 3 clusters Score -128798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -128802.312500 Penalty: 2543.074951
	Iteration 29Q: 3 clusters Score -128802.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -128805.000000 Penalty: 2543.074951
	Iteration 30Q: 3 clusters Score -128805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -128809.945312 Penalty: 2543.074951
	Iteration 31Q: 3 clusters Score -128809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -128814.781250 Penalty: 2543.074951
	Iteration 32Q: 3 clusters Score -128814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -128818.773438 Penalty: 2543.074951
	Iteration 33Q: 3 clusters Score -128818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -128821.242188 Penalty: 2543.074951
	Iteration 34Q: 3 clusters Score -128821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -128823.281250 Penalty: 2543.074951
	Iteration 35Q: 3 clusters Score -128823.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -128824.242188 Penalty: 2543.074951
	Iteration 36Q: 3 clusters Score -128824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -128824.687500 Penalty: 2543.074951
	Iteration 37Q: 3 clusters Score -128824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -128824.687500 Penalty: 2543.074951
	Iteration 38F: 3 clusters Score -128824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Entering Unmasked Estep 
Score: -898144.437500 Penalty: 1581.177612
	Iteration 0F: 2 clusters Score -898144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -886636.562500 Penalty: 3162.355225
	Iteration 0F: 3 clusters Score -886636.6 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -890739.250000 Penalty: 3162.355225
	Iteration 1F: 3 clusters Score -890739.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -891036.625000 Penalty: 3162.355225
	Iteration 2Q: 3 clusters Score -891036.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -891335.500000 Penalty: 3162.355225
	Iteration 3Q: 3 clusters Score -891335.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -891647.625000 Penalty: 3162.355225
	Iteration 4Q: 3 clusters Score -891647.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -892053.750000 Penalty: 3162.355225
	Iteration 5Q: 3 clusters Score -892053.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -892590.625000 Penalty: 3162.355225
	Iteration 6F: 3 clusters Score -892590.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -893274.250000 Penalty: 3162.355225
	Iteration 7F: 3 clusters Score -893274.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -894064.812500 Penalty: 3162.355225
	Iteration 8F: 3 clusters Score -894064.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -894826.812500 Penalty: 3162.355225
	Iteration 9F: 3 clusters Score -894826.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -895429.125000 Penalty: 3162.355225
	Iteration 10Q: 3 clusters Score -895429.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -895797.812500 Penalty: 3162.355225
	Iteration 11Q: 3 clusters Score -895797.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -895969.000000 Penalty: 3162.355225
	Iteration 12Q: 3 clusters Score -895969 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -896064.500000 Penalty: 3162.355225
	Iteration 13Q: 3 clusters Score -896064.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -896124.562500 Penalty: 3162.355225
	Iteration 14Q: 3 clusters Score -896124.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -896175.000000 Penalty: 3162.355225
	Iteration 15Q: 3 clusters Score -896175 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -896220.687500 Penalty: 3162.355225
	Iteration 16Q: 3 clusters Score -896220.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -896253.562500 Penalty: 3162.355225
	Iteration 17Q: 3 clusters Score -896253.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -896291.812500 Penalty: 3162.355225
	Iteration 18Q: 3 clusters Score -896291.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -896330.500000 Penalty: 3162.355225
	Iteration 19Q: 3 clusters Score -896330.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -896386.125000 Penalty: 3162.355225
	Iteration 20F: 3 clusters Score -896386.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -896428.750000 Penalty: 3162.355225
	Iteration 21Q: 3 clusters Score -896428.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -896461.125000 Penalty: 3162.355225
	Iteration 22Q: 3 clusters Score -896461.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -896500.312500 Penalty: 3162.355225
	Iteration 23Q: 3 clusters Score -896500.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -896528.812500 Penalty: 3162.355225
	Iteration 24Q: 3 clusters Score -896528.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -896553.187500 Penalty: 3162.355225
	Iteration 25Q: 3 clusters Score -896553.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -896570.500000 Penalty: 3162.355225
	Iteration 26Q: 3 clusters Score -896570.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -896597.687500 Penalty: 3162.355225
	Iteration 27Q: 3 clusters Score -896597.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -896624.125000 Penalty: 3162.355225
	Iteration 28Q: 3 clusters Score -896624.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -896646.125000 Penalty: 3162.355225
	Iteration 29Q: 3 clusters Score -896646.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -896664.500000 Penalty: 3162.355225
	Iteration 30Q: 3 clusters Score -896664.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -896684.937500 Penalty: 3162.355225
	Iteration 31Q: 3 clusters Score -896684.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -896701.437500 Penalty: 3162.355225
	Iteration 32Q: 3 clusters Score -896701.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -896710.812500 Penalty: 3162.355225
	Iteration 33Q: 3 clusters Score -896710.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -896713.062500 Penalty: 3162.355225
	Iteration 34Q: 3 clusters Score -896713.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -896725.250000 Penalty: 3162.355225
	Iteration 35Q: 3 clusters Score -896725.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -896734.812500 Penalty: 3162.355225
	Iteration 36Q: 3 clusters Score -896734.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -896750.000000 Penalty: 3162.355225
	Iteration 37Q: 3 clusters Score -896750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -896760.250000 Penalty: 3162.355225
	Iteration 38Q: 3 clusters Score -896760.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -896774.750000 Penalty: 3162.355225
	Iteration 39Q: 3 clusters Score -896774.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -896792.875000 Penalty: 3162.355225
	Iteration 40F: 3 clusters Score -896792.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -896811.875000 Penalty: 3162.355225
	Iteration 41Q: 3 clusters Score -896811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -896829.187500 Penalty: 3162.355225
	Iteration 42Q: 3 clusters Score -896829.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -896839.187500 Penalty: 3162.355225
	Iteration 43Q: 3 clusters Score -896839.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -896853.187500 Penalty: 3162.355225
	Iteration 44Q: 3 clusters Score -896853.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -896860.687500 Penalty: 3162.355225
	Iteration 45Q: 3 clusters Score -896860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -896867.125000 Penalty: 3162.355225
	Iteration 46Q: 3 clusters Score -896867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -896868.250000 Penalty: 3162.355225
	Iteration 47Q: 3 clusters Score -896868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -896869.312500 Penalty: 3162.355225
	Iteration 48Q: 3 clusters Score -896869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -896871.375000 Penalty: 3162.355225
	Iteration 49Q: 3 clusters Score -896871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -896874.500000 Penalty: 3162.355225
	Iteration 50Q: 3 clusters Score -896874.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -896876.750000 Penalty: 3162.355225
	Iteration 51Q: 3 clusters Score -896876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -896880.625000 Penalty: 3162.355225
	Iteration 52Q: 3 clusters Score -896880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -896884.375000 Penalty: 3162.355225
	Iteration 53Q: 3 clusters Score -896884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -896886.125000 Penalty: 3162.355225
	Iteration 54Q: 3 clusters Score -896886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -896886.125000 Penalty: 3162.355225
	Iteration 55Q: 3 clusters Score -896886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -896888.187500 Penalty: 3162.355225
	Iteration 56Q: 3 clusters Score -896888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -896888.187500 Penalty: 3162.355225
	Iteration 57Q: 3 clusters Score -896888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -896888.187500 Penalty: 3162.355225
	Iteration 58Q: 3 clusters Score -896888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -896887.937500 Penalty: 3162.355225
	Iteration 59Q: 3 clusters Score -896887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -896887.937500 Penalty: 3162.355225
	Iteration 60F: 3 clusters Score -896887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -580325.062500 Penalty: 1511.961182
	Iteration 0F: 2 clusters Score -580325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -572593.625000 Penalty: 3023.922363
	Iteration 0F: 3 clusters Score -572593.6 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -575005.875000 Penalty: 3023.922363
	Iteration 1F: 3 clusters Score -575005.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -575262.437500 Penalty: 3023.922363
	Iteration 2F: 3 clusters Score -575262.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -575508.312500 Penalty: 3023.922363
	Iteration 3F: 3 clusters Score -575508.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -575763.125000 Penalty: 3023.922363
	Iteration 4F: 3 clusters Score -575763.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -576067.250000 Penalty: 3023.922363
	Iteration 5F: 3 clusters Score -576067.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -576470.562500 Penalty: 3023.922363
	Iteration 6F: 3 clusters Score -576470.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -576990.875000 Penalty: 3023.922363
	Iteration 7F: 3 clusters Score -576990.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -577578.812500 Penalty: 3023.922363
	Iteration 8F: 3 clusters Score -577578.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -578104.250000 Penalty: 3023.922363
	Iteration 9F: 3 clusters Score -578104.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -578486.500000 Penalty: 3023.922363
	Iteration 10Q: 3 clusters Score -578486.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -578724.000000 Penalty: 3023.922363
	Iteration 11Q: 3 clusters Score -578724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -578834.937500 Penalty: 3023.922363
	Iteration 12Q: 3 clusters Score -578834.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -578904.125000 Penalty: 3023.922363
	Iteration 13Q: 3 clusters Score -578904.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -578957.875000 Penalty: 3023.922363
	Iteration 14Q: 3 clusters Score -578957.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -578994.187500 Penalty: 3023.922363
	Iteration 15Q: 3 clusters Score -578994.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -579020.687500 Penalty: 3023.922363
	Iteration 16Q: 3 clusters Score -579020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -579036.875000 Penalty: 3023.922363
	Iteration 17Q: 3 clusters Score -579036.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -579045.437500 Penalty: 3023.922363
	Iteration 18Q: 3 clusters Score -579045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -579048.812500 Penalty: 3023.922363
	Iteration 19Q: 3 clusters Score -579048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -579051.187500 Penalty: 3023.922363
	Iteration 20F: 3 clusters Score -579051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -579050.625000 Penalty: 3023.922363
	Iteration 21Q: 3 clusters Score -579050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -579051.062500 Penalty: 3023.922363
	Iteration 22Q: 3 clusters Score -579051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -579051.750000 Penalty: 3023.922363
	Iteration 23Q: 3 clusters Score -579051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -579055.062500 Penalty: 3023.922363
	Iteration 24Q: 3 clusters Score -579055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -579057.500000 Penalty: 3023.922363
	Iteration 25Q: 3 clusters Score -579057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -579063.875000 Penalty: 3023.922363
	Iteration 26Q: 3 clusters Score -579063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -579067.125000 Penalty: 3023.922363
	Iteration 27Q: 3 clusters Score -579067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -579072.062500 Penalty: 3023.922363
	Iteration 28Q: 3 clusters Score -579072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -579072.062500 Penalty: 3023.922363
	Iteration 29F: 3 clusters Score -579072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Entering Unmasked Estep 
Score: -3480532.500000 Penalty: 1805.153198
	Iteration 0F: 2 clusters Score -3480532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3435901.250000 Penalty: 3610.306396
	Iteration 0F: 3 clusters Score -3435901 nChanged 31492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -3454478.000000 Penalty: 3610.306396
	Iteration 1F: 3 clusters Score -3454478 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -3455306.500000 Penalty: 3610.306396
	Iteration 2Q: 3 clusters Score -3455306 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -3456410.500000 Penalty: 3610.306396
	Iteration 3Q: 3 clusters Score -3456410 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -3457934.250000 Penalty: 3610.306396
	Iteration 4Q: 3 clusters Score -3457934 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -3459857.250000 Penalty: 3610.306396
	Iteration 5F: 3 clusters Score -3459857 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -3462149.250000 Penalty: 3610.306396
	Iteration 6F: 3 clusters Score -3462149 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -3464500.250000 Penalty: 3610.306396
	Iteration 7F: 3 clusters Score -3464500 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -3466641.500000 Penalty: 3610.306396
	Iteration 8F: 3 clusters Score -3466642 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -3468525.750000 Penalty: 3610.306396
	Iteration 9Q: 3 clusters Score -3468526 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -3470125.750000 Penalty: 3610.306396
	Iteration 10Q: 3 clusters Score -3470126 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -3471556.000000 Penalty: 3610.306396
	Iteration 11Q: 3 clusters Score -3471556 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -3472762.750000 Penalty: 3610.306396
	Iteration 12Q: 3 clusters Score -3472763 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -3473821.750000 Penalty: 3610.306396
	Iteration 13Q: 3 clusters Score -3473822 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -3474617.250000 Penalty: 3610.306396
	Iteration 14Q: 3 clusters Score -3474617 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -3475274.000000 Penalty: 3610.306396
	Iteration 15Q: 3 clusters Score -3475274 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -3475793.250000 Penalty: 3610.306396
	Iteration 16Q: 3 clusters Score -3475793 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -3476213.500000 Penalty: 3610.306396
	Iteration 17Q: 3 clusters Score -3476214 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -3476571.250000 Penalty: 3610.306396
	Iteration 18Q: 3 clusters Score -3476571 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -3476852.000000 Penalty: 3610.306396
	Iteration 19Q: 3 clusters Score -3476852 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -3477064.000000 Penalty: 3610.306396
	Iteration 20F: 3 clusters Score -3477064 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -3477256.000000 Penalty: 3610.306396
	Iteration 21Q: 3 clusters Score -3477256 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -3477451.000000 Penalty: 3610.306396
	Iteration 22Q: 3 clusters Score -3477451 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -3477593.500000 Penalty: 3610.306396
	Iteration 23Q: 3 clusters Score -3477594 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -3477754.750000 Penalty: 3610.306396
	Iteration 24Q: 3 clusters Score -3477755 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -3477907.250000 Penalty: 3610.306396
	Iteration 25Q: 3 clusters Score -3477907 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -3478056.500000 Penalty: 3610.306396
	Iteration 26Q: 3 clusters Score -3478056 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -3478175.250000 Penalty: 3610.306396
	Iteration 27Q: 3 clusters Score -3478175 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -3478262.000000 Penalty: 3610.306396
	Iteration 28Q: 3 clusters Score -3478262 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -3478358.000000 Penalty: 3610.306396
	Iteration 29Q: 3 clusters Score -3478358 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -3478433.750000 Penalty: 3610.306396
	Iteration 30Q: 3 clusters Score -3478434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -3478517.750000 Penalty: 3610.306396
	Iteration 31Q: 3 clusters Score -3478518 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -3478594.750000 Penalty: 3610.306396
	Iteration 32Q: 3 clusters Score -3478595 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -3478641.250000 Penalty: 3610.306396
	Iteration 33Q: 3 clusters Score -3478641 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -3478698.000000 Penalty: 3610.306396
	Iteration 34Q: 3 clusters Score -3478698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -3478737.000000 Penalty: 3610.306396
	Iteration 35Q: 3 clusters Score -3478737 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -3478760.500000 Penalty: 3610.306396
	Iteration 36Q: 3 clusters Score -3478760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -3478784.750000 Penalty: 3610.306396
	Iteration 37Q: 3 clusters Score -3478785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -3478809.000000 Penalty: 3610.306396
	Iteration 38Q: 3 clusters Score -3478809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -3478827.000000 Penalty: 3610.306396
	Iteration 39Q: 3 clusters Score -3478827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -3478844.000000 Penalty: 3610.306396
	Iteration 40F: 3 clusters Score -3478844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -3478856.500000 Penalty: 3610.306396
	Iteration 41Q: 3 clusters Score -3478856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -3478869.750000 Penalty: 3610.306396
	Iteration 42Q: 3 clusters Score -3478870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -3478883.500000 Penalty: 3610.306396
	Iteration 43Q: 3 clusters Score -3478884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -3478894.250000 Penalty: 3610.306396
	Iteration 44Q: 3 clusters Score -3478894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -3478893.500000 Penalty: 3610.306396
	Iteration 45Q: 3 clusters Score -3478894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -3478901.250000 Penalty: 3610.306396
	Iteration 46Q: 3 clusters Score -3478901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -3478904.750000 Penalty: 3610.306396
	Iteration 47Q: 3 clusters Score -3478905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -3478907.000000 Penalty: 3610.306396
	Iteration 48Q: 3 clusters Score -3478907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -3478912.000000 Penalty: 3610.306396
	Iteration 49Q: 3 clusters Score -3478912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -3478921.250000 Penalty: 3610.306396
	Iteration 50Q: 3 clusters Score -3478921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -3478933.000000 Penalty: 3610.306396
	Iteration 51Q: 3 clusters Score -3478933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -3478932.000000 Penalty: 3610.306396
	Iteration 52Q: 3 clusters Score -3478932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -3478943.500000 Penalty: 3610.306396
	Iteration 53Q: 3 clusters Score -3478944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -3478949.500000 Penalty: 3610.306396
	Iteration 54Q: 3 clusters Score -3478950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -3478963.750000 Penalty: 3610.306396
	Iteration 55Q: 3 clusters Score -3478964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -3478967.750000 Penalty: 3610.306396
	Iteration 56Q: 3 clusters Score -3478968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -3478967.000000 Penalty: 3610.306396
	Iteration 57Q: 3 clusters Score -3478967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -3478966.250000 Penalty: 3610.306396
	Iteration 58Q: 3 clusters Score -3478966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -3478967.250000 Penalty: 3610.306396
	Iteration 59Q: 3 clusters Score -3478967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -3478967.250000 Penalty: 3610.306396
	Iteration 60F: 3 clusters Score -3478967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -3478968.750000 Penalty: 3610.306396
	Iteration 61Q: 3 clusters Score -3478969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -3478972.750000 Penalty: 3610.306396
	Iteration 62Q: 3 clusters Score -3478973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -3478978.500000 Penalty: 3610.306396
	Iteration 63Q: 3 clusters Score -3478978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -3478985.750000 Penalty: 3610.306396
	Iteration 64Q: 3 clusters Score -3478986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -3478979.250000 Penalty: 3610.306396
	Iteration 65Q: 3 clusters Score -3478979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -3478977.000000 Penalty: 3610.306396
	Iteration 66Q: 3 clusters Score -3478977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -3478984.750000 Penalty: 3610.306396
	Iteration 67Q: 3 clusters Score -3478985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -3478986.250000 Penalty: 3610.306396
	Iteration 68Q: 3 clusters Score -3478986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -3478994.250000 Penalty: 3610.306396
	Iteration 69Q: 3 clusters Score -3478994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -3478999.750000 Penalty: 3610.306396
	Iteration 70Q: 3 clusters Score -3479000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -3479004.250000 Penalty: 3610.306396
	Iteration 71Q: 3 clusters Score -3479004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -3479002.500000 Penalty: 3610.306396
	Iteration 72Q: 3 clusters Score -3479002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -3479006.500000 Penalty: 3610.306396
	Iteration 73Q: 3 clusters Score -3479006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -3479006.250000 Penalty: 3610.306396
	Iteration 74Q: 3 clusters Score -3479006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -3479008.250000 Penalty: 3610.306396
	Iteration 75Q: 3 clusters Score -3479008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -3479009.250000 Penalty: 3610.306396
	Iteration 76Q: 3 clusters Score -3479009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -3479012.500000 Penalty: 3610.306396
	Iteration 77Q: 3 clusters Score -3479012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -3479013.750000 Penalty: 3610.306396
	Iteration 78Q: 3 clusters Score -3479014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -3479015.500000 Penalty: 3610.306396
	Iteration 79Q: 3 clusters Score -3479016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -3479019.000000 Penalty: 3610.306396
	Iteration 80F: 3 clusters Score -3479019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -3479017.750000 Penalty: 3610.306396
	Iteration 81Q: 3 clusters Score -3479018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -3479015.250000 Penalty: 3610.306396
	Iteration 82Q: 3 clusters Score -3479015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -3479014.000000 Penalty: 3610.306396
	Iteration 83Q: 3 clusters Score -3479014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -3479015.250000 Penalty: 3610.306396
	Iteration 84Q: 3 clusters Score -3479015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -3479014.500000 Penalty: 3610.306396
	Iteration 85Q: 3 clusters Score -3479014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -3479014.500000 Penalty: 3610.306396
	Iteration 86F: 3 clusters Score -3479014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Entering Unmasked Estep 
Score: -1084139.750000 Penalty: 1613.027832
	Iteration 0F: 2 clusters Score -1084140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1070143.125000 Penalty: 3226.055664
	Iteration 0F: 3 clusters Score -1070143 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1075390.625000 Penalty: 3226.055664
	Iteration 1F: 3 clusters Score -1075391 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1075840.125000 Penalty: 3226.055664
	Iteration 2F: 3 clusters Score -1075840 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1076379.875000 Penalty: 3226.055664
	Iteration 3F: 3 clusters Score -1076380 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1077147.750000 Penalty: 3226.055664
	Iteration 4F: 3 clusters Score -1077148 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1078187.750000 Penalty: 3226.055664
	Iteration 5F: 3 clusters Score -1078188 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1079373.875000 Penalty: 3226.055664
	Iteration 6F: 3 clusters Score -1079374 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1080442.375000 Penalty: 3226.055664
	Iteration 7F: 3 clusters Score -1080442 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1081289.250000 Penalty: 3226.055664
	Iteration 8Q: 3 clusters Score -1081289 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1081869.125000 Penalty: 3226.055664
	Iteration 9Q: 3 clusters Score -1081869 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1082223.375000 Penalty: 3226.055664
	Iteration 10Q: 3 clusters Score -1082223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1082409.500000 Penalty: 3226.055664
	Iteration 11Q: 3 clusters Score -1082410 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1082532.625000 Penalty: 3226.055664
	Iteration 12Q: 3 clusters Score -1082533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1082610.500000 Penalty: 3226.055664
	Iteration 13Q: 3 clusters Score -1082610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1082665.250000 Penalty: 3226.055664
	Iteration 14Q: 3 clusters Score -1082665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1082704.875000 Penalty: 3226.055664
	Iteration 15Q: 3 clusters Score -1082705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1082724.625000 Penalty: 3226.055664
	Iteration 16Q: 3 clusters Score -1082725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1082731.875000 Penalty: 3226.055664
	Iteration 17Q: 3 clusters Score -1082732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1082742.750000 Penalty: 3226.055664
	Iteration 18Q: 3 clusters Score -1082743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1082750.750000 Penalty: 3226.055664
	Iteration 19Q: 3 clusters Score -1082751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1082756.625000 Penalty: 3226.055664
	Iteration 20F: 3 clusters Score -1082757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1082765.000000 Penalty: 3226.055664
	Iteration 21Q: 3 clusters Score -1082765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1082766.625000 Penalty: 3226.055664
	Iteration 22Q: 3 clusters Score -1082767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1082770.750000 Penalty: 3226.055664
	Iteration 23Q: 3 clusters Score -1082771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1082772.250000 Penalty: 3226.055664
	Iteration 24Q: 3 clusters Score -1082772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1082773.375000 Penalty: 3226.055664
	Iteration 25Q: 3 clusters Score -1082773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1082775.500000 Penalty: 3226.055664
	Iteration 26Q: 3 clusters Score -1082776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1082774.750000 Penalty: 3226.055664
	Iteration 27Q: 3 clusters Score -1082775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1082773.375000 Penalty: 3226.055664
	Iteration 28Q: 3 clusters Score -1082773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1082773.375000 Penalty: 3226.055664
	Iteration 29F: 3 clusters Score -1082773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -917433.875000 Penalty: 1585.731323
	Iteration 0F: 2 clusters Score -917433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -905646.500000 Penalty: 3171.462646
	Iteration 0F: 3 clusters Score -905646.5 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -909750.312500 Penalty: 3171.462646
	Iteration 1F: 3 clusters Score -909750.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -910036.562500 Penalty: 3171.462646
	Iteration 2Q: 3 clusters Score -910036.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -910290.625000 Penalty: 3171.462646
	Iteration 3Q: 3 clusters Score -910290.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -910568.937500 Penalty: 3171.462646
	Iteration 4Q: 3 clusters Score -910568.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -910855.500000 Penalty: 3171.462646
	Iteration 5Q: 3 clusters Score -910855.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -911170.687500 Penalty: 3171.462646
	Iteration 6Q: 3 clusters Score -911170.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -911512.812500 Penalty: 3171.462646
	Iteration 7Q: 3 clusters Score -911512.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -911904.062500 Penalty: 3171.462646
	Iteration 8Q: 3 clusters Score -911904.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -912345.125000 Penalty: 3171.462646
	Iteration 9Q: 3 clusters Score -912345.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -912901.062500 Penalty: 3171.462646
	Iteration 10Q: 3 clusters Score -912901.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -913471.937500 Penalty: 3171.462646
	Iteration 11Q: 3 clusters Score -913471.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -913993.937500 Penalty: 3171.462646
	Iteration 12Q: 3 clusters Score -913993.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -914341.875000 Penalty: 3171.462646
	Iteration 13Q: 3 clusters Score -914341.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -914606.750000 Penalty: 3171.462646
	Iteration 14Q: 3 clusters Score -914606.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -914809.437500 Penalty: 3171.462646
	Iteration 15Q: 3 clusters Score -914809.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -914941.187500 Penalty: 3171.462646
	Iteration 16Q: 3 clusters Score -914941.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -915058.187500 Penalty: 3171.462646
	Iteration 17Q: 3 clusters Score -915058.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -915159.625000 Penalty: 3171.462646
	Iteration 18Q: 3 clusters Score -915159.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -915256.062500 Penalty: 3171.462646
	Iteration 19Q: 3 clusters Score -915256.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -915344.750000 Penalty: 3171.462646
	Iteration 20F: 3 clusters Score -915344.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -915431.000000 Penalty: 3171.462646
	Iteration 21Q: 3 clusters Score -915431 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -915514.687500 Penalty: 3171.462646
	Iteration 22Q: 3 clusters Score -915514.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -915599.875000 Penalty: 3171.462646
	Iteration 23Q: 3 clusters Score -915599.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -915668.250000 Penalty: 3171.462646
	Iteration 24Q: 3 clusters Score -915668.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -915736.312500 Penalty: 3171.462646
	Iteration 25Q: 3 clusters Score -915736.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -915792.187500 Penalty: 3171.462646
	Iteration 26Q: 3 clusters Score -915792.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -915834.750000 Penalty: 3171.462646
	Iteration 27Q: 3 clusters Score -915834.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -915878.812500 Penalty: 3171.462646
	Iteration 28Q: 3 clusters Score -915878.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -915926.875000 Penalty: 3171.462646
	Iteration 29Q: 3 clusters Score -915926.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -915967.937500 Penalty: 3171.462646
	Iteration 30Q: 3 clusters Score -915967.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -916003.062500 Penalty: 3171.462646
	Iteration 31Q: 3 clusters Score -916003.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -916036.250000 Penalty: 3171.462646
	Iteration 32Q: 3 clusters Score -916036.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -916059.375000 Penalty: 3171.462646
	Iteration 33Q: 3 clusters Score -916059.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -916079.625000 Penalty: 3171.462646
	Iteration 34Q: 3 clusters Score -916079.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -916095.500000 Penalty: 3171.462646
	Iteration 35Q: 3 clusters Score -916095.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -916103.625000 Penalty: 3171.462646
	Iteration 36Q: 3 clusters Score -916103.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -916123.375000 Penalty: 3171.462646
	Iteration 37Q: 3 clusters Score -916123.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -916133.562500 Penalty: 3171.462646
	Iteration 38Q: 3 clusters Score -916133.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -916148.687500 Penalty: 3171.462646
	Iteration 39Q: 3 clusters Score -916148.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -916156.375000 Penalty: 3171.462646
	Iteration 40F: 3 clusters Score -916156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -916166.250000 Penalty: 3171.462646
	Iteration 41Q: 3 clusters Score -916166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -916174.625000 Penalty: 3171.462646
	Iteration 42Q: 3 clusters Score -916174.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -916181.250000 Penalty: 3171.462646
	Iteration 43Q: 3 clusters Score -916181.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -916186.937500 Penalty: 3171.462646
	Iteration 44Q: 3 clusters Score -916186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -916189.562500 Penalty: 3171.462646
	Iteration 45Q: 3 clusters Score -916189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -916190.750000 Penalty: 3171.462646
	Iteration 46Q: 3 clusters Score -916190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -916192.500000 Penalty: 3171.462646
	Iteration 47Q: 3 clusters Score -916192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -916192.250000 Penalty: 3171.462646
	Iteration 48Q: 3 clusters Score -916192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -916194.375000 Penalty: 3171.462646
	Iteration 49Q: 3 clusters Score -916194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -916194.625000 Penalty: 3171.462646
	Iteration 50Q: 3 clusters Score -916194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -916194.625000 Penalty: 3171.462646
	Iteration 51F: 3 clusters Score -916194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -186699.500000 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -186699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -183534.890625 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -183534.9 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -184270.718750 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -184270.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -184410.765625 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -184410.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -184493.187500 Penalty: 2675.370117
	Iteration 3Q: 3 clusters Score -184493.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -184543.437500 Penalty: 2675.370117
	Iteration 4Q: 3 clusters Score -184543.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -184589.140625 Penalty: 2675.370117
	Iteration 5Q: 3 clusters Score -184589.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -184631.171875 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -184631.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -184657.625000 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -184657.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -184683.515625 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -184683.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -184708.546875 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -184708.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -184727.937500 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -184727.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -184744.656250 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -184744.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -184763.046875 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -184763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -184782.921875 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -184782.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -184799.500000 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -184799.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -184811.843750 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -184811.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -184824.484375 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -184824.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -184836.078125 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -184836.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -184846.390625 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -184846.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -184856.812500 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -184856.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -184871.328125 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -184871.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -184884.859375 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -184884.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -184898.890625 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -184898.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -184915.109375 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -184915.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -184935.250000 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -184935.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -184951.828125 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -184951.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -184966.015625 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -184966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -184979.500000 Penalty: 2675.370117
	Iteration 27Q: 3 clusters Score -184979.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -184993.937500 Penalty: 2675.370117
	Iteration 28Q: 3 clusters Score -184993.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -185009.234375 Penalty: 2675.370117
	Iteration 29Q: 3 clusters Score -185009.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -185029.609375 Penalty: 2675.370117
	Iteration 30Q: 3 clusters Score -185029.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -185051.593750 Penalty: 2675.370117
	Iteration 31Q: 3 clusters Score -185051.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -185079.953125 Penalty: 2675.370117
	Iteration 32Q: 3 clusters Score -185080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -185120.250000 Penalty: 2675.370117
	Iteration 33Q: 3 clusters Score -185120.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -185156.234375 Penalty: 2675.370117
	Iteration 34Q: 3 clusters Score -185156.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -185196.406250 Penalty: 2675.370117
	Iteration 35Q: 3 clusters Score -185196.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -185244.015625 Penalty: 2675.370117
	Iteration 36Q: 3 clusters Score -185244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -185300.921875 Penalty: 2675.370117
	Iteration 37Q: 3 clusters Score -185300.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -185349.437500 Penalty: 2675.370117
	Iteration 38Q: 3 clusters Score -185349.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -185390.140625 Penalty: 2675.370117
	Iteration 39Q: 3 clusters Score -185390.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -185420.171875 Penalty: 2675.370117
	Iteration 40F: 3 clusters Score -185420.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -185444.718750 Penalty: 2675.370117
	Iteration 41Q: 3 clusters Score -185444.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -185461.218750 Penalty: 2675.370117
	Iteration 42Q: 3 clusters Score -185461.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -185475.328125 Penalty: 2675.370117
	Iteration 43Q: 3 clusters Score -185475.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -185491.046875 Penalty: 2675.370117
	Iteration 44Q: 3 clusters Score -185491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -185499.656250 Penalty: 2675.370117
	Iteration 45Q: 3 clusters Score -185499.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -185509.156250 Penalty: 2675.370117
	Iteration 46Q: 3 clusters Score -185509.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -185520.109375 Penalty: 2675.370117
	Iteration 47Q: 3 clusters Score -185520.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -185529.375000 Penalty: 2675.370117
	Iteration 48Q: 3 clusters Score -185529.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185540.625000 Penalty: 2675.370117
	Iteration 49Q: 3 clusters Score -185540.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -185548.718750 Penalty: 2675.370117
	Iteration 50Q: 3 clusters Score -185548.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -185559.859375 Penalty: 2675.370117
	Iteration 51Q: 3 clusters Score -185559.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -185568.406250 Penalty: 2675.370117
	Iteration 52Q: 3 clusters Score -185568.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -185575.593750 Penalty: 2675.370117
	Iteration 53Q: 3 clusters Score -185575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -185581.843750 Penalty: 2675.370117
	Iteration 54Q: 3 clusters Score -185581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185586.296875 Penalty: 2675.370117
	Iteration 55Q: 3 clusters Score -185586.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -185588.593750 Penalty: 2675.370117
	Iteration 56Q: 3 clusters Score -185588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185590.000000 Penalty: 2675.370117
	Iteration 57Q: 3 clusters Score -185590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -185591.734375 Penalty: 2675.370117
	Iteration 58Q: 3 clusters Score -185591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -185594.000000 Penalty: 2675.370117
	Iteration 59Q: 3 clusters Score -185594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185596.218750 Penalty: 2675.370117
	Iteration 60F: 3 clusters Score -185596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -185598.343750 Penalty: 2675.370117
	Iteration 61Q: 3 clusters Score -185598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -185601.062500 Penalty: 2675.370117
	Iteration 62Q: 3 clusters Score -185601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -185601.203125 Penalty: 2675.370117
	Iteration 63Q: 3 clusters Score -185601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185601.968750 Penalty: 2675.370117
	Iteration 64Q: 3 clusters Score -185602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185602.218750 Penalty: 2675.370117
	Iteration 65Q: 3 clusters Score -185602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -185602.546875 Penalty: 2675.370117
	Iteration 66Q: 3 clusters Score -185602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -185602.593750 Penalty: 2675.370117
	Iteration 67Q: 3 clusters Score -185602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -185602.593750 Penalty: 2675.370117
	Iteration 68F: 3 clusters Score -185602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (209291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209291 members 
Entering Unmasked Estep 
Score: -10910031.000000 Penalty: 1990.865723
	Iteration 0F: 2 clusters Score -1.091003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -10769003.000000 Penalty: 3981.731445
	Iteration 0F: 3 clusters Score -1.0769e+07 nChanged 101860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -10829303.000000 Penalty: 3981.731445
	Iteration 1F: 3 clusters Score -1.08293e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -10830374.000000 Penalty: 3981.731445
	Iteration 2Q: 3 clusters Score -1.083037e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -10831599.000000 Penalty: 3981.731445
	Iteration 3Q: 3 clusters Score -1.08316e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -10833336.000000 Penalty: 3981.731445
	Iteration 4Q: 3 clusters Score -1.083334e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -10835777.000000 Penalty: 3981.731445
	Iteration 5Q: 3 clusters Score -1.083578e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108943 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -10839661.000000 Penalty: 3981.731445
	Iteration 6Q: 3 clusters Score -1.083966e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -10845125.000000 Penalty: 3981.731445
	Iteration 7Q: 3 clusters Score -1.084512e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111733 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -10854236.000000 Penalty: 3981.731445
	Iteration 8F: 3 clusters Score -1.085424e+07 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -10866772.000000 Penalty: 3981.731445
	Iteration 9F: 3 clusters Score -1.086677e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -10877212.000000 Penalty: 3981.731445
	Iteration 10F: 3 clusters Score -1.087721e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -10881815.000000 Penalty: 3981.731445
	Iteration 11Q: 3 clusters Score -1.088182e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -10883384.000000 Penalty: 3981.731445
	Iteration 12Q: 3 clusters Score -1.088338e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -10884225.000000 Penalty: 3981.731445
	Iteration 13Q: 3 clusters Score -1.088422e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -10884767.000000 Penalty: 3981.731445
	Iteration 14Q: 3 clusters Score -1.088477e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -10885227.000000 Penalty: 3981.731445
	Iteration 15Q: 3 clusters Score -1.088523e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -10885627.000000 Penalty: 3981.731445
	Iteration 16Q: 3 clusters Score -1.088563e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -10886035.000000 Penalty: 3981.731445
	Iteration 17Q: 3 clusters Score -1.088604e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125984 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -10886376.000000 Penalty: 3981.731445
	Iteration 18Q: 3 clusters Score -1.088638e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -10886667.000000 Penalty: 3981.731445
	Iteration 19Q: 3 clusters Score -1.088667e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -10886966.000000 Penalty: 3981.731445
	Iteration 20F: 3 clusters Score -1.088697e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -10887196.000000 Penalty: 3981.731445
	Iteration 21Q: 3 clusters Score -1.08872e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -10887467.000000 Penalty: 3981.731445
	Iteration 22Q: 3 clusters Score -1.088747e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133040 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -10887690.000000 Penalty: 3981.731445
	Iteration 23Q: 3 clusters Score -1.088769e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134530 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -10887958.000000 Penalty: 3981.731445
	Iteration 24Q: 3 clusters Score -1.088796e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -10888293.000000 Penalty: 3981.731445
	Iteration 25Q: 3 clusters Score -1.088829e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137684 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -10888497.000000 Penalty: 3981.731445
	Iteration 26Q: 3 clusters Score -1.08885e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139371 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -10888772.000000 Penalty: 3981.731445
	Iteration 27Q: 3 clusters Score -1.088877e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141132 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -10889027.000000 Penalty: 3981.731445
	Iteration 28Q: 3 clusters Score -1.088903e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -10889396.000000 Penalty: 3981.731445
	Iteration 29Q: 3 clusters Score -1.08894e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -10889717.000000 Penalty: 3981.731445
	Iteration 30Q: 3 clusters Score -1.088972e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146162 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -10890031.000000 Penalty: 3981.731445
	Iteration 31Q: 3 clusters Score -1.089003e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147883 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -10890320.000000 Penalty: 3981.731445
	Iteration 32Q: 3 clusters Score -1.089032e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -10890648.000000 Penalty: 3981.731445
	Iteration 33Q: 3 clusters Score -1.089065e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -10890970.000000 Penalty: 3981.731445
	Iteration 34Q: 3 clusters Score -1.089097e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -10891295.000000 Penalty: 3981.731445
	Iteration 35Q: 3 clusters Score -1.08913e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -10891639.000000 Penalty: 3981.731445
	Iteration 36Q: 3 clusters Score -1.089164e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156660 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -10892027.000000 Penalty: 3981.731445
	Iteration 37Q: 3 clusters Score -1.089203e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -10892437.000000 Penalty: 3981.731445
	Iteration 38Q: 3 clusters Score -1.089244e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -10892907.000000 Penalty: 3981.731445
	Iteration 39Q: 3 clusters Score -1.089291e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162428 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -10893417.000000 Penalty: 3981.731445
	Iteration 40F: 3 clusters Score -1.089342e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164399 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -10893958.000000 Penalty: 3981.731445
	Iteration 41Q: 3 clusters Score -1.089396e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -10894424.000000 Penalty: 3981.731445
	Iteration 42Q: 3 clusters Score -1.089442e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -10895031.000000 Penalty: 3981.731445
	Iteration 43Q: 3 clusters Score -1.089503e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -10895559.000000 Penalty: 3981.731445
	Iteration 44Q: 3 clusters Score -1.089556e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172517 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -10896176.000000 Penalty: 3981.731445
	Iteration 45Q: 3 clusters Score -1.089618e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174592 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -10896859.000000 Penalty: 3981.731445
	Iteration 46Q: 3 clusters Score -1.089686e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -10897553.000000 Penalty: 3981.731445
	Iteration 47Q: 3 clusters Score -1.089755e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178809 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -10898349.000000 Penalty: 3981.731445
	Iteration 48Q: 3 clusters Score -1.089835e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180945 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -10899045.000000 Penalty: 3981.731445
	Iteration 49Q: 3 clusters Score -1.089904e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -10899774.000000 Penalty: 3981.731445
	Iteration 50Q: 3 clusters Score -1.089977e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185054 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -10900333.000000 Penalty: 3981.731445
	Iteration 51Q: 3 clusters Score -1.090033e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186989 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -10901044.000000 Penalty: 3981.731445
	Iteration 52Q: 3 clusters Score -1.090104e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188856 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -10901651.000000 Penalty: 3981.731445
	Iteration 53Q: 3 clusters Score -1.090165e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -10902314.000000 Penalty: 3981.731445
	Iteration 54Q: 3 clusters Score -1.090231e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192392 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -10903008.000000 Penalty: 3981.731445
	Iteration 55Q: 3 clusters Score -1.090301e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194069 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -10903651.000000 Penalty: 3981.731445
	Iteration 56Q: 3 clusters Score -1.090365e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195621 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -10904182.000000 Penalty: 3981.731445
	Iteration 57Q: 3 clusters Score -1.090418e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197033 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -10904666.000000 Penalty: 3981.731445
	Iteration 58Q: 3 clusters Score -1.090467e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198307 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -10905114.000000 Penalty: 3981.731445
	Iteration 59Q: 3 clusters Score -1.090511e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199479 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -10905511.000000 Penalty: 3981.731445
	Iteration 60F: 3 clusters Score -1.090551e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200589 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -10905876.000000 Penalty: 3981.731445
	Iteration 61Q: 3 clusters Score -1.090588e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201570 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -10906219.000000 Penalty: 3981.731445
	Iteration 62Q: 3 clusters Score -1.090622e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202460 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -10906554.000000 Penalty: 3981.731445
	Iteration 63Q: 3 clusters Score -1.090655e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203268 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -10906829.000000 Penalty: 3981.731445
	Iteration 64Q: 3 clusters Score -1.090683e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203932 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -10907070.000000 Penalty: 3981.731445
	Iteration 65Q: 3 clusters Score -1.090707e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204488 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -10907246.000000 Penalty: 3981.731445
	Iteration 66Q: 3 clusters Score -1.090725e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204995 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -10907389.000000 Penalty: 3981.731445
	Iteration 67Q: 3 clusters Score -1.090739e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205436 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -10907556.000000 Penalty: 3981.731445
	Iteration 68Q: 3 clusters Score -1.090756e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205791 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -10907637.000000 Penalty: 3981.731445
	Iteration 69Q: 3 clusters Score -1.090764e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206084 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10907764.000000 Penalty: 3981.731445
	Iteration 70Q: 3 clusters Score -1.090776e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10907846.000000 Penalty: 3981.731445
	Iteration 71Q: 3 clusters Score -1.090785e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206581 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -10907934.000000 Penalty: 3981.731445
	Iteration 72Q: 3 clusters Score -1.090793e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206771 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -10907967.000000 Penalty: 3981.731445
	Iteration 73Q: 3 clusters Score -1.090797e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206947 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -10908063.000000 Penalty: 3981.731445
	Iteration 74Q: 3 clusters Score -1.090806e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207105 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10908113.000000 Penalty: 3981.731445
	Iteration 75Q: 3 clusters Score -1.090811e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207233 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10908139.000000 Penalty: 3981.731445
	Iteration 76Q: 3 clusters Score -1.090814e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207342 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10908132.000000 Penalty: 3981.731445
	Iteration 77Q: 3 clusters Score -1.090813e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207429 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10908157.000000 Penalty: 3981.731445
	Iteration 78Q: 3 clusters Score -1.090816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207506 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10908173.000000 Penalty: 3981.731445
	Iteration 79Q: 3 clusters Score -1.090817e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207585 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10908201.000000 Penalty: 3981.731445
	Iteration 80F: 3 clusters Score -1.09082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207665 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10908236.000000 Penalty: 3981.731445
	Iteration 81Q: 3 clusters Score -1.090824e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207733 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10908289.000000 Penalty: 3981.731445
	Iteration 82Q: 3 clusters Score -1.090829e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207791 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10908308.000000 Penalty: 3981.731445
	Iteration 83Q: 3 clusters Score -1.090831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207837 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10908331.000000 Penalty: 3981.731445
	Iteration 84Q: 3 clusters Score -1.090833e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207882 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10908345.000000 Penalty: 3981.731445
	Iteration 85Q: 3 clusters Score -1.090834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207914 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10908338.000000 Penalty: 3981.731445
	Iteration 86Q: 3 clusters Score -1.090834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207945 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10908353.000000 Penalty: 3981.731445
	Iteration 87Q: 3 clusters Score -1.090835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207974 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10908353.000000 Penalty: 3981.731445
	Iteration 88Q: 3 clusters Score -1.090835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207997 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10908357.000000 Penalty: 3981.731445
	Iteration 89Q: 3 clusters Score -1.090836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10908370.000000 Penalty: 3981.731445
	Iteration 90Q: 3 clusters Score -1.090837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208029 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10908383.000000 Penalty: 3981.731445
	Iteration 91Q: 3 clusters Score -1.090838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208046 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10908379.000000 Penalty: 3981.731445
	Iteration 92Q: 3 clusters Score -1.090838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208065 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10908401.000000 Penalty: 3981.731445
	Iteration 93Q: 3 clusters Score -1.09084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208088 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10908399.000000 Penalty: 3981.731445
	Iteration 94Q: 3 clusters Score -1.09084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208111 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10908402.000000 Penalty: 3981.731445
	Iteration 95Q: 3 clusters Score -1.09084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208128 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10908412.000000 Penalty: 3981.731445
	Iteration 96Q: 3 clusters Score -1.090841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208138 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10908408.000000 Penalty: 3981.731445
	Iteration 97Q: 3 clusters Score -1.090841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208140 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10908413.000000 Penalty: 3981.731445
	Iteration 98Q: 3 clusters Score -1.090841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208144 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10908417.000000 Penalty: 3981.731445
	Iteration 99Q: 3 clusters Score -1.090842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208149 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10908419.000000 Penalty: 3981.731445
	Iteration 100F: 3 clusters Score -1.090842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208152 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10908424.000000 Penalty: 3981.731445
	Iteration 101Q: 3 clusters Score -1.090842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208156 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10908429.000000 Penalty: 3981.731445
	Iteration 102Q: 3 clusters Score -1.090843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10908417.000000 Penalty: 3981.731445
	Iteration 103Q: 3 clusters Score -1.090842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208172 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10908438.000000 Penalty: 3981.731445
	Iteration 104Q: 3 clusters Score -1.090844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208177 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10908439.000000 Penalty: 3981.731445
	Iteration 105Q: 3 clusters Score -1.090844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208191 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10908436.000000 Penalty: 3981.731445
	Iteration 106Q: 3 clusters Score -1.090844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208197 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10908433.000000 Penalty: 3981.731445
	Iteration 107Q: 3 clusters Score -1.090843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208206 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10908439.000000 Penalty: 3981.731445
	Iteration 108Q: 3 clusters Score -1.090844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208214 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10908444.000000 Penalty: 3981.731445
	Iteration 109Q: 3 clusters Score -1.090844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208223 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10908442.000000 Penalty: 3981.731445
	Iteration 110Q: 3 clusters Score -1.090844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208228 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10908442.000000 Penalty: 3981.731445
	Iteration 111Q: 3 clusters Score -1.090844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208230 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10908444.000000 Penalty: 3981.731445
	Iteration 112Q: 3 clusters Score -1.090844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208233 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10908441.000000 Penalty: 3981.731445
	Iteration 113Q: 3 clusters Score -1.090844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208235 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10908443.000000 Penalty: 3981.731445
	Iteration 114Q: 3 clusters Score -1.090844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208236 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10908441.000000 Penalty: 3981.731445
	Iteration 115Q: 3 clusters Score -1.090844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208240 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10908436.000000 Penalty: 3981.731445
	Iteration 116Q: 3 clusters Score -1.090844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208243 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10908439.000000 Penalty: 3981.731445
	Iteration 117Q: 3 clusters Score -1.090844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208244 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10908438.000000 Penalty: 3981.731445
	Iteration 118Q: 3 clusters Score -1.090844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208244 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10908438.000000 Penalty: 3981.731445
	Iteration 119F: 3 clusters Score -1.090844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -313633.343750 Penalty: 1424.209473
	Iteration 0F: 2 clusters Score -313633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -308840.312500 Penalty: 2848.418945
	Iteration 0F: 3 clusters Score -308840.3 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -310752.250000 Penalty: 2848.418945
	Iteration 1F: 3 clusters Score -310752.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -311392.531250 Penalty: 2848.418945
	Iteration 2F: 3 clusters Score -311392.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -311946.593750 Penalty: 2848.418945
	Iteration 3F: 3 clusters Score -311946.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -312341.812500 Penalty: 2848.418945
	Iteration 4F: 3 clusters Score -312341.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -312615.437500 Penalty: 2848.418945
	Iteration 5F: 3 clusters Score -312615.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -312787.000000 Penalty: 2848.418945
	Iteration 6Q: 3 clusters Score -312787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -312861.593750 Penalty: 2848.418945
	Iteration 7Q: 3 clusters Score -312861.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -312897.000000 Penalty: 2848.418945
	Iteration 8Q: 3 clusters Score -312897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -312912.437500 Penalty: 2848.418945
	Iteration 9Q: 3 clusters Score -312912.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -312924.718750 Penalty: 2848.418945
	Iteration 10Q: 3 clusters Score -312924.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -312934.875000 Penalty: 2848.418945
	Iteration 11Q: 3 clusters Score -312934.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -312941.437500 Penalty: 2848.418945
	Iteration 12Q: 3 clusters Score -312941.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -312948.656250 Penalty: 2848.418945
	Iteration 13Q: 3 clusters Score -312948.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -312952.750000 Penalty: 2848.418945
	Iteration 14Q: 3 clusters Score -312952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -312953.562500 Penalty: 2848.418945
	Iteration 15Q: 3 clusters Score -312953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -312955.843750 Penalty: 2848.418945
	Iteration 16Q: 3 clusters Score -312955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -312958.593750 Penalty: 2848.418945
	Iteration 17Q: 3 clusters Score -312958.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -312962.062500 Penalty: 2848.418945
	Iteration 18Q: 3 clusters Score -312962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -312965.187500 Penalty: 2848.418945
	Iteration 19Q: 3 clusters Score -312965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -312967.187500 Penalty: 2848.418945
	Iteration 20F: 3 clusters Score -312967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -312968.281250 Penalty: 2848.418945
	Iteration 21Q: 3 clusters Score -312968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -312969.187500 Penalty: 2848.418945
	Iteration 22Q: 3 clusters Score -312969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -312969.937500 Penalty: 2848.418945
	Iteration 23Q: 3 clusters Score -312969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -312970.593750 Penalty: 2848.418945
	Iteration 24Q: 3 clusters Score -312970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -312970.718750 Penalty: 2848.418945
	Iteration 25Q: 3 clusters Score -312970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -312971.156250 Penalty: 2848.418945
	Iteration 26Q: 3 clusters Score -312971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -312971.093750 Penalty: 2848.418945
	Iteration 27Q: 3 clusters Score -312971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -312971.656250 Penalty: 2848.418945
	Iteration 28Q: 3 clusters Score -312971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -312971.656250 Penalty: 2848.418945
	Iteration 29F: 3 clusters Score -312971.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -445819.875000 Penalty: 1469.158325
	Iteration 0F: 2 clusters Score -445819.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -439589.375000 Penalty: 2938.316650
	Iteration 0F: 3 clusters Score -439589.4 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -441605.031250 Penalty: 2938.316650
	Iteration 1F: 3 clusters Score -441605 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -441798.843750 Penalty: 2938.316650
	Iteration 2F: 3 clusters Score -441798.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -441936.093750 Penalty: 2938.316650
	Iteration 3Q: 3 clusters Score -441936.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -442045.062500 Penalty: 2938.316650
	Iteration 4Q: 3 clusters Score -442045.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -442132.781250 Penalty: 2938.316650
	Iteration 5Q: 3 clusters Score -442132.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -442215.937500 Penalty: 2938.316650
	Iteration 6Q: 3 clusters Score -442215.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -442297.937500 Penalty: 2938.316650
	Iteration 7Q: 3 clusters Score -442297.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -442379.562500 Penalty: 2938.316650
	Iteration 8Q: 3 clusters Score -442379.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -442464.875000 Penalty: 2938.316650
	Iteration 9Q: 3 clusters Score -442464.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -442567.031250 Penalty: 2938.316650
	Iteration 10Q: 3 clusters Score -442567 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -442675.593750 Penalty: 2938.316650
	Iteration 11Q: 3 clusters Score -442675.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -442792.437500 Penalty: 2938.316650
	Iteration 12Q: 3 clusters Score -442792.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -442929.250000 Penalty: 2938.316650
	Iteration 13Q: 3 clusters Score -442929.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -443085.218750 Penalty: 2938.316650
	Iteration 14Q: 3 clusters Score -443085.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -443260.531250 Penalty: 2938.316650
	Iteration 15Q: 3 clusters Score -443260.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -443434.000000 Penalty: 2938.316650
	Iteration 16Q: 3 clusters Score -443434 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -443599.343750 Penalty: 2938.316650
	Iteration 17Q: 3 clusters Score -443599.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -443750.906250 Penalty: 2938.316650
	Iteration 18Q: 3 clusters Score -443750.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -443858.500000 Penalty: 2938.316650
	Iteration 19Q: 3 clusters Score -443858.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -443945.031250 Penalty: 2938.316650
	Iteration 20F: 3 clusters Score -443945 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -444013.062500 Penalty: 2938.316650
	Iteration 21Q: 3 clusters Score -444013.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -444072.281250 Penalty: 2938.316650
	Iteration 22Q: 3 clusters Score -444072.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -444117.062500 Penalty: 2938.316650
	Iteration 23Q: 3 clusters Score -444117.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -444150.718750 Penalty: 2938.316650
	Iteration 24Q: 3 clusters Score -444150.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -444188.812500 Penalty: 2938.316650
	Iteration 25Q: 3 clusters Score -444188.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -444232.312500 Penalty: 2938.316650
	Iteration 26Q: 3 clusters Score -444232.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -444276.562500 Penalty: 2938.316650
	Iteration 27Q: 3 clusters Score -444276.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -444311.812500 Penalty: 2938.316650
	Iteration 28Q: 3 clusters Score -444311.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -444340.531250 Penalty: 2938.316650
	Iteration 29Q: 3 clusters Score -444340.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -444370.843750 Penalty: 2938.316650
	Iteration 30Q: 3 clusters Score -444370.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -444389.875000 Penalty: 2938.316650
	Iteration 31Q: 3 clusters Score -444389.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -444403.062500 Penalty: 2938.316650
	Iteration 32Q: 3 clusters Score -444403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -444410.625000 Penalty: 2938.316650
	Iteration 33Q: 3 clusters Score -444410.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -444416.312500 Penalty: 2938.316650
	Iteration 34Q: 3 clusters Score -444416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -444422.125000 Penalty: 2938.316650
	Iteration 35Q: 3 clusters Score -444422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -444425.187500 Penalty: 2938.316650
	Iteration 36Q: 3 clusters Score -444425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -444429.781250 Penalty: 2938.316650
	Iteration 37Q: 3 clusters Score -444429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -444435.187500 Penalty: 2938.316650
	Iteration 38Q: 3 clusters Score -444435.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -444440.843750 Penalty: 2938.316650
	Iteration 39Q: 3 clusters Score -444440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -444449.718750 Penalty: 2938.316650
	Iteration 40F: 3 clusters Score -444449.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -444455.781250 Penalty: 2938.316650
	Iteration 41Q: 3 clusters Score -444455.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -444465.375000 Penalty: 2938.316650
	Iteration 42Q: 3 clusters Score -444465.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -444474.562500 Penalty: 2938.316650
	Iteration 43Q: 3 clusters Score -444474.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -444478.781250 Penalty: 2938.316650
	Iteration 44Q: 3 clusters Score -444478.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -444485.625000 Penalty: 2938.316650
	Iteration 45Q: 3 clusters Score -444485.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -444493.250000 Penalty: 2938.316650
	Iteration 46Q: 3 clusters Score -444493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -444498.312500 Penalty: 2938.316650
	Iteration 47Q: 3 clusters Score -444498.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -444504.656250 Penalty: 2938.316650
	Iteration 48Q: 3 clusters Score -444504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -444511.718750 Penalty: 2938.316650
	Iteration 49Q: 3 clusters Score -444511.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -444522.625000 Penalty: 2938.316650
	Iteration 50Q: 3 clusters Score -444522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -444527.156250 Penalty: 2938.316650
	Iteration 51Q: 3 clusters Score -444527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -444529.406250 Penalty: 2938.316650
	Iteration 52Q: 3 clusters Score -444529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -444529.656250 Penalty: 2938.316650
	Iteration 53Q: 3 clusters Score -444529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -444531.000000 Penalty: 2938.316650
	Iteration 54Q: 3 clusters Score -444531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -444531.125000 Penalty: 2938.316650
	Iteration 55Q: 3 clusters Score -444531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -444532.843750 Penalty: 2938.316650
	Iteration 56Q: 3 clusters Score -444532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -444532.750000 Penalty: 2938.316650
	Iteration 57Q: 3 clusters Score -444532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -444534.156250 Penalty: 2938.316650
	Iteration 58Q: 3 clusters Score -444534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -444534.000000 Penalty: 2938.316650
	Iteration 59Q: 3 clusters Score -444534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -444534.187500 Penalty: 2938.316650
	Iteration 60F: 3 clusters Score -444534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -444535.343750 Penalty: 2938.316650
	Iteration 61Q: 3 clusters Score -444535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -444535.343750 Penalty: 2938.316650
	Iteration 62F: 3 clusters Score -444535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Entering Unmasked Estep 
Score: -568773.062500 Penalty: 1510.460449
	Iteration 0F: 2 clusters Score -568773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -561047.562500 Penalty: 3020.920898
	Iteration 0F: 3 clusters Score -561047.6 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -563462.000000 Penalty: 3020.920898
	Iteration 1F: 3 clusters Score -563462 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -563686.187500 Penalty: 3020.920898
	Iteration 2F: 3 clusters Score -563686.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -563869.750000 Penalty: 3020.920898
	Iteration 3Q: 3 clusters Score -563869.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -564031.375000 Penalty: 3020.920898
	Iteration 4Q: 3 clusters Score -564031.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -564183.812500 Penalty: 3020.920898
	Iteration 5Q: 3 clusters Score -564183.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -564372.312500 Penalty: 3020.920898
	Iteration 6Q: 3 clusters Score -564372.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -564618.687500 Penalty: 3020.920898
	Iteration 7Q: 3 clusters Score -564618.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -564933.312500 Penalty: 3020.920898
	Iteration 8F: 3 clusters Score -564933.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -565322.187500 Penalty: 3020.920898
	Iteration 9F: 3 clusters Score -565322.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -565780.125000 Penalty: 3020.920898
	Iteration 10F: 3 clusters Score -565780.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -566213.312500 Penalty: 3020.920898
	Iteration 11F: 3 clusters Score -566213.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -566557.750000 Penalty: 3020.920898
	Iteration 12Q: 3 clusters Score -566557.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -566810.125000 Penalty: 3020.920898
	Iteration 13Q: 3 clusters Score -566810.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -566982.500000 Penalty: 3020.920898
	Iteration 14Q: 3 clusters Score -566982.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -567093.187500 Penalty: 3020.920898
	Iteration 15Q: 3 clusters Score -567093.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -567160.687500 Penalty: 3020.920898
	Iteration 16Q: 3 clusters Score -567160.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -567200.687500 Penalty: 3020.920898
	Iteration 17Q: 3 clusters Score -567200.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -567233.375000 Penalty: 3020.920898
	Iteration 18Q: 3 clusters Score -567233.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -567254.750000 Penalty: 3020.920898
	Iteration 19Q: 3 clusters Score -567254.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -567272.375000 Penalty: 3020.920898
	Iteration 20F: 3 clusters Score -567272.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -567287.250000 Penalty: 3020.920898
	Iteration 21Q: 3 clusters Score -567287.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -567307.125000 Penalty: 3020.920898
	Iteration 22Q: 3 clusters Score -567307.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -567338.375000 Penalty: 3020.920898
	Iteration 23Q: 3 clusters Score -567338.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -567367.562500 Penalty: 3020.920898
	Iteration 24Q: 3 clusters Score -567367.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -567388.250000 Penalty: 3020.920898
	Iteration 25Q: 3 clusters Score -567388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -567399.937500 Penalty: 3020.920898
	Iteration 26Q: 3 clusters Score -567399.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -567410.437500 Penalty: 3020.920898
	Iteration 27Q: 3 clusters Score -567410.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -567418.750000 Penalty: 3020.920898
	Iteration 28Q: 3 clusters Score -567418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -567424.937500 Penalty: 3020.920898
	Iteration 29Q: 3 clusters Score -567424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -567428.062500 Penalty: 3020.920898
	Iteration 30Q: 3 clusters Score -567428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -567429.937500 Penalty: 3020.920898
	Iteration 31Q: 3 clusters Score -567429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -567433.437500 Penalty: 3020.920898
	Iteration 32Q: 3 clusters Score -567433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -567435.875000 Penalty: 3020.920898
	Iteration 33Q: 3 clusters Score -567435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -567440.375000 Penalty: 3020.920898
	Iteration 34Q: 3 clusters Score -567440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -567444.500000 Penalty: 3020.920898
	Iteration 35Q: 3 clusters Score -567444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -567445.625000 Penalty: 3020.920898
	Iteration 36Q: 3 clusters Score -567445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -567447.687500 Penalty: 3020.920898
	Iteration 37Q: 3 clusters Score -567447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -567450.375000 Penalty: 3020.920898
	Iteration 38Q: 3 clusters Score -567450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -567452.500000 Penalty: 3020.920898
	Iteration 39Q: 3 clusters Score -567452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -567452.937500 Penalty: 3020.920898
	Iteration 40F: 3 clusters Score -567452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -567453.125000 Penalty: 3020.920898
	Iteration 41Q: 3 clusters Score -567453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -567453.187500 Penalty: 3020.920898
	Iteration 42Q: 3 clusters Score -567453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -567454.062500 Penalty: 3020.920898
	Iteration 43Q: 3 clusters Score -567454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -567452.500000 Penalty: 3020.920898
	Iteration 44Q: 3 clusters Score -567452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -567453.625000 Penalty: 3020.920898
	Iteration 45Q: 3 clusters Score -567453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -567453.375000 Penalty: 3020.920898
	Iteration 46Q: 3 clusters Score -567453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -567454.625000 Penalty: 3020.920898
	Iteration 47Q: 3 clusters Score -567454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -567454.375000 Penalty: 3020.920898
	Iteration 48Q: 3 clusters Score -567454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -567455.312500 Penalty: 3020.920898
	Iteration 49Q: 3 clusters Score -567455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -567455.312500 Penalty: 3020.920898
	Iteration 50F: 3 clusters Score -567455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Entering Unmasked Estep 
Score: -2509688.500000 Penalty: 1752.434570
	Iteration 0F: 2 clusters Score -2509688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2477617.750000 Penalty: 3504.869141
	Iteration 0F: 3 clusters Score -2477618 nChanged 22519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2490342.250000 Penalty: 3504.869141
	Iteration 1F: 3 clusters Score -2490342 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2491253.750000 Penalty: 3504.869141
	Iteration 2Q: 3 clusters Score -2491254 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2492495.500000 Penalty: 3504.869141
	Iteration 3F: 3 clusters Score -2492496 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2494240.000000 Penalty: 3504.869141
	Iteration 4F: 3 clusters Score -2494240 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2496277.500000 Penalty: 3504.869141
	Iteration 5F: 3 clusters Score -2496278 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2498321.500000 Penalty: 3504.869141
	Iteration 6F: 3 clusters Score -2498322 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2500067.250000 Penalty: 3504.869141
	Iteration 7F: 3 clusters Score -2500067 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2501391.750000 Penalty: 3504.869141
	Iteration 8Q: 3 clusters Score -2501392 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2502454.000000 Penalty: 3504.869141
	Iteration 9Q: 3 clusters Score -2502454 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2503299.750000 Penalty: 3504.869141
	Iteration 10Q: 3 clusters Score -2503300 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2504074.250000 Penalty: 3504.869141
	Iteration 11Q: 3 clusters Score -2504074 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2504778.250000 Penalty: 3504.869141
	Iteration 12Q: 3 clusters Score -2504778 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2505453.250000 Penalty: 3504.869141
	Iteration 13Q: 3 clusters Score -2505453 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2506108.750000 Penalty: 3504.869141
	Iteration 14Q: 3 clusters Score -2506109 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2506604.000000 Penalty: 3504.869141
	Iteration 15Q: 3 clusters Score -2506604 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2507019.250000 Penalty: 3504.869141
	Iteration 16Q: 3 clusters Score -2507019 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2507333.750000 Penalty: 3504.869141
	Iteration 17Q: 3 clusters Score -2507334 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2507636.250000 Penalty: 3504.869141
	Iteration 18Q: 3 clusters Score -2507636 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2507868.000000 Penalty: 3504.869141
	Iteration 19Q: 3 clusters Score -2507868 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2508023.250000 Penalty: 3504.869141
	Iteration 20F: 3 clusters Score -2508023 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2508139.000000 Penalty: 3504.869141
	Iteration 21Q: 3 clusters Score -2508139 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2508215.250000 Penalty: 3504.869141
	Iteration 22Q: 3 clusters Score -2508215 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2508273.500000 Penalty: 3504.869141
	Iteration 23Q: 3 clusters Score -2508274 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2508312.000000 Penalty: 3504.869141
	Iteration 24Q: 3 clusters Score -2508312 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2508338.250000 Penalty: 3504.869141
	Iteration 25Q: 3 clusters Score -2508338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2508352.750000 Penalty: 3504.869141
	Iteration 26Q: 3 clusters Score -2508353 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2508376.250000 Penalty: 3504.869141
	Iteration 27Q: 3 clusters Score -2508376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2508390.500000 Penalty: 3504.869141
	Iteration 28Q: 3 clusters Score -2508390 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2508410.500000 Penalty: 3504.869141
	Iteration 29Q: 3 clusters Score -2508410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2508438.750000 Penalty: 3504.869141
	Iteration 30Q: 3 clusters Score -2508439 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2508451.000000 Penalty: 3504.869141
	Iteration 31Q: 3 clusters Score -2508451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2508463.500000 Penalty: 3504.869141
	Iteration 32Q: 3 clusters Score -2508464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2508455.500000 Penalty: 3504.869141
	Iteration 33Q: 3 clusters Score -2508456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2508466.000000 Penalty: 3504.869141
	Iteration 34Q: 3 clusters Score -2508466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2508469.250000 Penalty: 3504.869141
	Iteration 35Q: 3 clusters Score -2508469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2508478.500000 Penalty: 3504.869141
	Iteration 36Q: 3 clusters Score -2508478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2508473.750000 Penalty: 3504.869141
	Iteration 37Q: 3 clusters Score -2508474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2508481.250000 Penalty: 3504.869141
	Iteration 38Q: 3 clusters Score -2508481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2508492.500000 Penalty: 3504.869141
	Iteration 39Q: 3 clusters Score -2508492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2508498.500000 Penalty: 3504.869141
	Iteration 40F: 3 clusters Score -2508498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2508489.500000 Penalty: 3504.869141
	Iteration 41Q: 3 clusters Score -2508490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2508497.500000 Penalty: 3504.869141
	Iteration 42Q: 3 clusters Score -2508498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2508502.250000 Penalty: 3504.869141
	Iteration 43Q: 3 clusters Score -2508502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2508502.000000 Penalty: 3504.869141
	Iteration 44Q: 3 clusters Score -2508502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2508503.500000 Penalty: 3504.869141
	Iteration 45Q: 3 clusters Score -2508504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2508506.250000 Penalty: 3504.869141
	Iteration 46Q: 3 clusters Score -2508506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2508512.000000 Penalty: 3504.869141
	Iteration 47Q: 3 clusters Score -2508512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2508511.500000 Penalty: 3504.869141
	Iteration 48Q: 3 clusters Score -2508512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2508506.500000 Penalty: 3504.869141
	Iteration 49Q: 3 clusters Score -2508506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2508505.250000 Penalty: 3504.869141
	Iteration 50Q: 3 clusters Score -2508505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2508508.250000 Penalty: 3504.869141
	Iteration 51Q: 3 clusters Score -2508508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2508505.250000 Penalty: 3504.869141
	Iteration 52Q: 3 clusters Score -2508505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2508503.500000 Penalty: 3504.869141
	Iteration 53Q: 3 clusters Score -2508504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2508502.000000 Penalty: 3504.869141
	Iteration 54Q: 3 clusters Score -2508502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2508498.500000 Penalty: 3504.869141
	Iteration 55Q: 3 clusters Score -2508498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2508498.250000 Penalty: 3504.869141
	Iteration 56Q: 3 clusters Score -2508498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2508503.000000 Penalty: 3504.869141
	Iteration 57Q: 3 clusters Score -2508503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2508504.250000 Penalty: 3504.869141
	Iteration 58Q: 3 clusters Score -2508504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2508505.500000 Penalty: 3504.869141
	Iteration 59Q: 3 clusters Score -2508506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2508504.250000 Penalty: 3504.869141
	Iteration 60F: 3 clusters Score -2508504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -925357.937500 Penalty: 1587.003784
	Iteration 0F: 2 clusters Score -925357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -913407.687500 Penalty: 3174.007568
	Iteration 0F: 3 clusters Score -913407.7 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -917578.937500 Penalty: 3174.007568
	Iteration 1F: 3 clusters Score -917578.9 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -917971.625000 Penalty: 3174.007568
	Iteration 2F: 3 clusters Score -917971.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -918432.000000 Penalty: 3174.007568
	Iteration 3F: 3 clusters Score -918432 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -919066.000000 Penalty: 3174.007568
	Iteration 4F: 3 clusters Score -919066 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -919948.437500 Penalty: 3174.007568
	Iteration 5F: 3 clusters Score -919948.4 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -921001.250000 Penalty: 3174.007568
	Iteration 6F: 3 clusters Score -921001.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -922028.562500 Penalty: 3174.007568
	Iteration 7F: 3 clusters Score -922028.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -922812.875000 Penalty: 3174.007568
	Iteration 8Q: 3 clusters Score -922812.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -923290.312500 Penalty: 3174.007568
	Iteration 9Q: 3 clusters Score -923290.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -923541.375000 Penalty: 3174.007568
	Iteration 10Q: 3 clusters Score -923541.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -923657.812500 Penalty: 3174.007568
	Iteration 11Q: 3 clusters Score -923657.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -923728.875000 Penalty: 3174.007568
	Iteration 12Q: 3 clusters Score -923728.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -923784.500000 Penalty: 3174.007568
	Iteration 13Q: 3 clusters Score -923784.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -923833.062500 Penalty: 3174.007568
	Iteration 14Q: 3 clusters Score -923833.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -923863.875000 Penalty: 3174.007568
	Iteration 15Q: 3 clusters Score -923863.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -923890.500000 Penalty: 3174.007568
	Iteration 16Q: 3 clusters Score -923890.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -923911.250000 Penalty: 3174.007568
	Iteration 17Q: 3 clusters Score -923911.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -923923.875000 Penalty: 3174.007568
	Iteration 18Q: 3 clusters Score -923923.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -923933.000000 Penalty: 3174.007568
	Iteration 19Q: 3 clusters Score -923933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -923944.125000 Penalty: 3174.007568
	Iteration 20F: 3 clusters Score -923944.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -923955.062500 Penalty: 3174.007568
	Iteration 21Q: 3 clusters Score -923955.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -923963.437500 Penalty: 3174.007568
	Iteration 22Q: 3 clusters Score -923963.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -923975.125000 Penalty: 3174.007568
	Iteration 23Q: 3 clusters Score -923975.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -923985.812500 Penalty: 3174.007568
	Iteration 24Q: 3 clusters Score -923985.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -923991.062500 Penalty: 3174.007568
	Iteration 25Q: 3 clusters Score -923991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -923998.250000 Penalty: 3174.007568
	Iteration 26Q: 3 clusters Score -923998.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -924004.750000 Penalty: 3174.007568
	Iteration 27Q: 3 clusters Score -924004.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -924006.750000 Penalty: 3174.007568
	Iteration 28Q: 3 clusters Score -924006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -924009.687500 Penalty: 3174.007568
	Iteration 29Q: 3 clusters Score -924009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -924013.125000 Penalty: 3174.007568
	Iteration 30Q: 3 clusters Score -924013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -924019.125000 Penalty: 3174.007568
	Iteration 31Q: 3 clusters Score -924019.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -924024.250000 Penalty: 3174.007568
	Iteration 32Q: 3 clusters Score -924024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -924026.437500 Penalty: 3174.007568
	Iteration 33Q: 3 clusters Score -924026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -924030.375000 Penalty: 3174.007568
	Iteration 34Q: 3 clusters Score -924030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -924032.562500 Penalty: 3174.007568
	Iteration 35Q: 3 clusters Score -924032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -924035.625000 Penalty: 3174.007568
	Iteration 36Q: 3 clusters Score -924035.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -924040.875000 Penalty: 3174.007568
	Iteration 37Q: 3 clusters Score -924040.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -924044.000000 Penalty: 3174.007568
	Iteration 38Q: 3 clusters Score -924044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -924048.562500 Penalty: 3174.007568
	Iteration 39Q: 3 clusters Score -924048.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -924058.187500 Penalty: 3174.007568
	Iteration 40F: 3 clusters Score -924058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -924064.312500 Penalty: 3174.007568
	Iteration 41Q: 3 clusters Score -924064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -924065.500000 Penalty: 3174.007568
	Iteration 42Q: 3 clusters Score -924065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -924068.562500 Penalty: 3174.007568
	Iteration 43Q: 3 clusters Score -924068.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -924072.812500 Penalty: 3174.007568
	Iteration 44Q: 3 clusters Score -924072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -924074.000000 Penalty: 3174.007568
	Iteration 45Q: 3 clusters Score -924074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -924077.687500 Penalty: 3174.007568
	Iteration 46Q: 3 clusters Score -924077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -924077.250000 Penalty: 3174.007568
	Iteration 47Q: 3 clusters Score -924077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -924076.812500 Penalty: 3174.007568
	Iteration 48Q: 3 clusters Score -924076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -924076.812500 Penalty: 3174.007568
	Iteration 49F: 3 clusters Score -924076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -116645.164062 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -116645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -114249.476562 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -114249.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -114789.773438 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -114789.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -114943.804688 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -114943.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -115032.976562 Penalty: 2539.679932
	Iteration 3F: 3 clusters Score -115033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -115095.359375 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -115095.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -115131.828125 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -115131.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -115150.640625 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -115150.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -115165.687500 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -115165.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -115180.156250 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -115180.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -115193.507812 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -115193.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -115208.289062 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -115208.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -115222.187500 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -115222.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -115234.062500 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -115234.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -115251.296875 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -115251.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115266.570312 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -115266.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115279.585938 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -115279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -115287.742188 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -115287.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -115295.234375 Penalty: 2539.679932
	Iteration 17Q: 3 clusters Score -115295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115304.359375 Penalty: 2539.679932
	Iteration 18Q: 3 clusters Score -115304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -115316.093750 Penalty: 2539.679932
	Iteration 19Q: 3 clusters Score -115316.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -115332.976562 Penalty: 2539.679932
	Iteration 20F: 3 clusters Score -115333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -115354.039062 Penalty: 2539.679932
	Iteration 21Q: 3 clusters Score -115354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -115373.648438 Penalty: 2539.679932
	Iteration 22Q: 3 clusters Score -115373.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115388.296875 Penalty: 2539.679932
	Iteration 23Q: 3 clusters Score -115388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115398.296875 Penalty: 2539.679932
	Iteration 24Q: 3 clusters Score -115398.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -115410.421875 Penalty: 2539.679932
	Iteration 25Q: 3 clusters Score -115410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -115419.359375 Penalty: 2539.679932
	Iteration 26Q: 3 clusters Score -115419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115432.148438 Penalty: 2539.679932
	Iteration 27Q: 3 clusters Score -115432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115448.953125 Penalty: 2539.679932
	Iteration 28Q: 3 clusters Score -115449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115463.640625 Penalty: 2539.679932
	Iteration 29Q: 3 clusters Score -115463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115476.757812 Penalty: 2539.679932
	Iteration 30Q: 3 clusters Score -115476.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -115484.335938 Penalty: 2539.679932
	Iteration 31Q: 3 clusters Score -115484.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115490.265625 Penalty: 2539.679932
	Iteration 32Q: 3 clusters Score -115490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115496.312500 Penalty: 2539.679932
	Iteration 33Q: 3 clusters Score -115496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115500.031250 Penalty: 2539.679932
	Iteration 34Q: 3 clusters Score -115500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115503.351562 Penalty: 2539.679932
	Iteration 35Q: 3 clusters Score -115503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115505.562500 Penalty: 2539.679932
	Iteration 36Q: 3 clusters Score -115505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115509.523438 Penalty: 2539.679932
	Iteration 37Q: 3 clusters Score -115509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115513.218750 Penalty: 2539.679932
	Iteration 38Q: 3 clusters Score -115513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115516.453125 Penalty: 2539.679932
	Iteration 39Q: 3 clusters Score -115516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115517.578125 Penalty: 2539.679932
	Iteration 40F: 3 clusters Score -115517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115518.789062 Penalty: 2539.679932
	Iteration 41Q: 3 clusters Score -115518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115519.804688 Penalty: 2539.679932
	Iteration 42Q: 3 clusters Score -115519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115519.804688 Penalty: 2539.679932
	Iteration 43F: 3 clusters Score -115519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -189218.234375 Penalty: 1351.040771
	Iteration 0F: 2 clusters Score -189218.2 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 2071 members 
Entering Unmasked Estep 
Score: -185801.328125 Penalty: 2702.081543
	Iteration 0F: 3 clusters Score -185801.3 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -186705.562500 Penalty: 2702.081543
	Iteration 1F: 3 clusters Score -186705.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -186850.046875 Penalty: 2702.081543
	Iteration 2F: 3 clusters Score -186850 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -186961.406250 Penalty: 2702.081543
	Iteration 3Q: 3 clusters Score -186961.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -187063.640625 Penalty: 2702.081543
	Iteration 4Q: 3 clusters Score -187063.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -187154.781250 Penalty: 2702.081543
	Iteration 5Q: 3 clusters Score -187154.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -187235.375000 Penalty: 2702.081543
	Iteration 6Q: 3 clusters Score -187235.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -187299.250000 Penalty: 2702.081543
	Iteration 7Q: 3 clusters Score -187299.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -187358.171875 Penalty: 2702.081543
	Iteration 8Q: 3 clusters Score -187358.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -187407.468750 Penalty: 2702.081543
	Iteration 9Q: 3 clusters Score -187407.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -187457.203125 Penalty: 2702.081543
	Iteration 10Q: 3 clusters Score -187457.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -187502.671875 Penalty: 2702.081543
	Iteration 11Q: 3 clusters Score -187502.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -187549.734375 Penalty: 2702.081543
	Iteration 12Q: 3 clusters Score -187549.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -187590.296875 Penalty: 2702.081543
	Iteration 13Q: 3 clusters Score -187590.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -187627.781250 Penalty: 2702.081543
	Iteration 14Q: 3 clusters Score -187627.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -187660.515625 Penalty: 2702.081543
	Iteration 15Q: 3 clusters Score -187660.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -187683.812500 Penalty: 2702.081543
	Iteration 16Q: 3 clusters Score -187683.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -187704.890625 Penalty: 2702.081543
	Iteration 17Q: 3 clusters Score -187704.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -187720.546875 Penalty: 2702.081543
	Iteration 18Q: 3 clusters Score -187720.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -187732.546875 Penalty: 2702.081543
	Iteration 19Q: 3 clusters Score -187732.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -187743.500000 Penalty: 2702.081543
	Iteration 20F: 3 clusters Score -187743.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -187760.906250 Penalty: 2702.081543
	Iteration 21Q: 3 clusters Score -187760.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -187777.109375 Penalty: 2702.081543
	Iteration 22Q: 3 clusters Score -187777.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -187793.812500 Penalty: 2702.081543
	Iteration 23Q: 3 clusters Score -187793.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -187810.515625 Penalty: 2702.081543
	Iteration 24Q: 3 clusters Score -187810.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -187823.078125 Penalty: 2702.081543
	Iteration 25Q: 3 clusters Score -187823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -187832.328125 Penalty: 2702.081543
	Iteration 26Q: 3 clusters Score -187832.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -187838.078125 Penalty: 2702.081543
	Iteration 27Q: 3 clusters Score -187838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -187844.203125 Penalty: 2702.081543
	Iteration 28Q: 3 clusters Score -187844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -187852.031250 Penalty: 2702.081543
	Iteration 29Q: 3 clusters Score -187852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -187858.703125 Penalty: 2702.081543
	Iteration 30Q: 3 clusters Score -187858.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -187868.203125 Penalty: 2702.081543
	Iteration 31Q: 3 clusters Score -187868.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -187879.359375 Penalty: 2702.081543
	Iteration 32Q: 3 clusters Score -187879.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -187890.203125 Penalty: 2702.081543
	Iteration 33Q: 3 clusters Score -187890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -187897.250000 Penalty: 2702.081543
	Iteration 34Q: 3 clusters Score -187897.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -187903.031250 Penalty: 2702.081543
	Iteration 35Q: 3 clusters Score -187903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -187909.812500 Penalty: 2702.081543
	Iteration 36Q: 3 clusters Score -187909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -187915.015625 Penalty: 2702.081543
	Iteration 37Q: 3 clusters Score -187915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -187920.203125 Penalty: 2702.081543
	Iteration 38Q: 3 clusters Score -187920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -187923.187500 Penalty: 2702.081543
	Iteration 39Q: 3 clusters Score -187923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -187923.812500 Penalty: 2702.081543
	Iteration 40F: 3 clusters Score -187923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -187925.093750 Penalty: 2702.081543
	Iteration 41Q: 3 clusters Score -187925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -187924.953125 Penalty: 2702.081543
	Iteration 42Q: 3 clusters Score -187925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -187924.953125 Penalty: 2702.081543
	Iteration 43F: 3 clusters Score -187925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -278338.687500 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -278338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -273569.468750 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -273569.5 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -274945.468750 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -274945.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -275149.625000 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -275149.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -275296.593750 Penalty: 2837.264404
	Iteration 3Q: 3 clusters Score -275296.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -275416.218750 Penalty: 2837.264404
	Iteration 4Q: 3 clusters Score -275416.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -275518.687500 Penalty: 2837.264404
	Iteration 5Q: 3 clusters Score -275518.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -275602.437500 Penalty: 2837.264404
	Iteration 6Q: 3 clusters Score -275602.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -275678.312500 Penalty: 2837.264404
	Iteration 7Q: 3 clusters Score -275678.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -275757.656250 Penalty: 2837.264404
	Iteration 8Q: 3 clusters Score -275757.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -275842.125000 Penalty: 2837.264404
	Iteration 9Q: 3 clusters Score -275842.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -275934.500000 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -275934.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -276028.656250 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -276028.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -276123.437500 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -276123.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -276224.625000 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -276224.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -276321.593750 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -276321.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -276407.531250 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -276407.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -276492.093750 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -276492.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -276560.875000 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -276560.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -276620.656250 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -276620.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -276671.406250 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -276671.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -276710.687500 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -276710.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -276748.593750 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -276748.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -276788.250000 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -276788.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -276815.812500 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -276815.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -276835.250000 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -276835.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -276859.406250 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -276859.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -276879.906250 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -276879.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -276899.312500 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -276899.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -276912.500000 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -276912.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -276922.281250 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -276922.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -276928.843750 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -276928.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -276931.281250 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -276931.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -276932.625000 Penalty: 2837.264404
	Iteration 32Q: 3 clusters Score -276932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -276934.531250 Penalty: 2837.264404
	Iteration 33Q: 3 clusters Score -276934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -276936.093750 Penalty: 2837.264404
	Iteration 34Q: 3 clusters Score -276936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -276937.468750 Penalty: 2837.264404
	Iteration 35Q: 3 clusters Score -276937.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -276938.031250 Penalty: 2837.264404
	Iteration 36Q: 3 clusters Score -276938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -276940.375000 Penalty: 2837.264404
	Iteration 37Q: 3 clusters Score -276940.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -276941.968750 Penalty: 2837.264404
	Iteration 38Q: 3 clusters Score -276942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -276943.187500 Penalty: 2837.264404
	Iteration 39Q: 3 clusters Score -276943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -276944.500000 Penalty: 2837.264404
	Iteration 40F: 3 clusters Score -276944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -276945.000000 Penalty: 2837.264404
	Iteration 41Q: 3 clusters Score -276945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -276945.687500 Penalty: 2837.264404
	Iteration 42Q: 3 clusters Score -276945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -276946.312500 Penalty: 2837.264404
	Iteration 43Q: 3 clusters Score -276946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -276946.812500 Penalty: 2837.264404
	Iteration 44Q: 3 clusters Score -276946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -276947.312500 Penalty: 2837.264404
	Iteration 45Q: 3 clusters Score -276947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -276947.250000 Penalty: 2837.264404
	Iteration 46Q: 3 clusters Score -276947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -276947.718750 Penalty: 2837.264404
	Iteration 47Q: 3 clusters Score -276947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -276947.843750 Penalty: 2837.264404
	Iteration 48Q: 3 clusters Score -276947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -276948.156250 Penalty: 2837.264404
	Iteration 49Q: 3 clusters Score -276948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -276948.593750 Penalty: 2837.264404
	Iteration 50Q: 3 clusters Score -276948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -276949.031250 Penalty: 2837.264404
	Iteration 51Q: 3 clusters Score -276949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -276949.718750 Penalty: 2837.264404
	Iteration 52Q: 3 clusters Score -276949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -276949.937500 Penalty: 2837.264404
	Iteration 53Q: 3 clusters Score -276949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -276950.875000 Penalty: 2837.264404
	Iteration 54Q: 3 clusters Score -276950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -276950.875000 Penalty: 2837.264404
	Iteration 55F: 3 clusters Score -276950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 16253 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 16820 members 
Mstep: Class 5 contains 10986 members 
Mstep: Class 6 contains 66745 members 
Mstep: Class 9 contains 20462 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 209291 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 8442 members 
Mstep: Class 16 contains 10885 members 
Mstep: Class 17 contains 48253 members 
Mstep: Class 19 contains 17434 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 23 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -2.65364e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 16895 members 
Mstep: Class 5 contains 10994 members 
Mstep: Class 6 contains 66696 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 17325 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 208996 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 16 contains 10897 members 
Mstep: Class 17 contains 48309 members 
Mstep: Class 19 contains 17487 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 23 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -2.653664e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 16033 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 16993 members 
Mstep: Class 5 contains 11001 members 
Mstep: Class 6 contains 66659 members 
Mstep: Class 9 contains 20458 members 
Mstep: Class 10 contains 17346 members 
Mstep: Class 11 contains 3748 members 
Mstep: Class 12 contains 208743 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 16 contains 10910 members 
Mstep: Class 17 contains 48357 members 
Mstep: Class 19 contains 17493 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 23 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536710.000000 Penalty: 38560.308594
Iteration 81Q: 19 clusters Score -2.653671e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 17061 members 
Mstep: Class 5 contains 11013 members 
Mstep: Class 6 contains 66613 members 
Mstep: Class 9 contains 20456 members 
Mstep: Class 10 contains 17377 members 
Mstep: Class 11 contains 3744 members 
Mstep: Class 12 contains 208513 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 16 contains 10922 members 
Mstep: Class 17 contains 48389 members 
Mstep: Class 19 contains 17508 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 23 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536656.000000 Penalty: 38560.308594
Iteration 82Q: 19 clusters Score -2.653666e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 17113 members 
Mstep: Class 5 contains 11030 members 
Mstep: Class 6 contains 66573 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 17397 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 208300 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 8348 members 
Mstep: Class 16 contains 10936 members 
Mstep: Class 17 contains 48424 members 
Mstep: Class 19 contains 17539 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 23 contains 6210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536632.000000 Penalty: 38560.308594
Iteration 83Q: 19 clusters Score -2.653663e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 15704 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 11044 members 
Mstep: Class 6 contains 66537 members 
Mstep: Class 9 contains 20450 members 
Mstep: Class 10 contains 17416 members 
Mstep: Class 11 contains 3740 members 
Mstep: Class 12 contains 208080 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 8321 members 
Mstep: Class 16 contains 10946 members 
Mstep: Class 17 contains 48475 members 
Mstep: Class 19 contains 17578 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536638.000000 Penalty: 38560.308594
Iteration 84Q: 19 clusters Score -2.653664e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 17213 members 
Mstep: Class 5 contains 11057 members 
Mstep: Class 6 contains 66499 members 
Mstep: Class 9 contains 20442 members 
Mstep: Class 10 contains 17435 members 
Mstep: Class 11 contains 3736 members 
Mstep: Class 12 contains 207887 members 
Mstep: Class 13 contains 6344 members 
Mstep: Class 14 contains 8289 members 
Mstep: Class 16 contains 10958 members 
Mstep: Class 17 contains 48504 members 
Mstep: Class 19 contains 17613 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 23 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536628.000000 Penalty: 38560.308594
Iteration 85Q: 19 clusters Score -2.653663e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 15504 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 17255 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 66474 members 
Mstep: Class 9 contains 20437 members 
Mstep: Class 10 contains 17465 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 207699 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 8255 members 
Mstep: Class 16 contains 10963 members 
Mstep: Class 17 contains 48539 members 
Mstep: Class 19 contains 17653 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 23 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536566.000000 Penalty: 38560.308594
Iteration 86Q: 19 clusters Score -2.653657e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 17293 members 
Mstep: Class 5 contains 11077 members 
Mstep: Class 6 contains 66442 members 
Mstep: Class 9 contains 20428 members 
Mstep: Class 10 contains 17487 members 
Mstep: Class 11 contains 3731 members 
Mstep: Class 12 contains 207544 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 8239 members 
Mstep: Class 16 contains 10966 members 
Mstep: Class 17 contains 48587 members 
Mstep: Class 19 contains 17696 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 4060 members 
Mstep: Class 23 contains 6241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536646.000000 Penalty: 38560.308594
Iteration 87Q: 19 clusters Score -2.653665e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 15304 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 17340 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 66418 members 
Mstep: Class 9 contains 20420 members 
Mstep: Class 10 contains 17504 members 
Mstep: Class 11 contains 3731 members 
Mstep: Class 12 contains 207384 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 16 contains 10965 members 
Mstep: Class 17 contains 48647 members 
Mstep: Class 19 contains 17730 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 23 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536722.000000 Penalty: 38560.308594
Iteration 88Q: 19 clusters Score -2.653672e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 15196 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 17383 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 66397 members 
Mstep: Class 9 contains 20418 members 
Mstep: Class 10 contains 17526 members 
Mstep: Class 11 contains 3731 members 
Mstep: Class 12 contains 207234 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 16 contains 10967 members 
Mstep: Class 17 contains 48701 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536750.000000 Penalty: 38560.308594
Iteration 89Q: 19 clusters Score -2.653675e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 15109 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 17419 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 66372 members 
Mstep: Class 9 contains 20414 members 
Mstep: Class 10 contains 17549 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 207112 members 
Mstep: Class 13 contains 6297 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 48740 members 
Mstep: Class 19 contains 17782 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536708.000000 Penalty: 38560.308594
Iteration 90Q: 19 clusters Score -2.653671e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 17441 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 66356 members 
Mstep: Class 9 contains 20413 members 
Mstep: Class 10 contains 17573 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 207005 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 8179 members 
Mstep: Class 16 contains 10983 members 
Mstep: Class 17 contains 48769 members 
Mstep: Class 19 contains 17816 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 23 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536750.000000 Penalty: 38560.308594
Iteration 91Q: 19 clusters Score -2.653675e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 17467 members 
Mstep: Class 5 contains 11105 members 
Mstep: Class 6 contains 66341 members 
Mstep: Class 9 contains 20407 members 
Mstep: Class 10 contains 17597 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 206917 members 
Mstep: Class 13 contains 6288 members 
Mstep: Class 14 contains 8169 members 
Mstep: Class 16 contains 10982 members 
Mstep: Class 17 contains 48783 members 
Mstep: Class 19 contains 17841 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536768.000000 Penalty: 38560.308594
Iteration 92Q: 19 clusters Score -2.653677e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 17489 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 66316 members 
Mstep: Class 9 contains 20405 members 
Mstep: Class 10 contains 17615 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 206813 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 8164 members 
Mstep: Class 16 contains 10985 members 
Mstep: Class 17 contains 48808 members 
Mstep: Class 19 contains 17863 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536772.000000 Penalty: 38560.308594
Iteration 93Q: 19 clusters Score -2.653677e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 11097 members 
Mstep: Class 6 contains 66313 members 
Mstep: Class 9 contains 20400 members 
Mstep: Class 10 contains 17626 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 206709 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 8162 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 48837 members 
Mstep: Class 19 contains 17889 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536728.000000 Penalty: 38560.308594
Iteration 94Q: 19 clusters Score -2.653673e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 14842 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 11091 members 
Mstep: Class 6 contains 66296 members 
Mstep: Class 9 contains 20398 members 
Mstep: Class 10 contains 17640 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 206626 members 
Mstep: Class 13 contains 6265 members 
Mstep: Class 14 contains 8151 members 
Mstep: Class 16 contains 10997 members 
Mstep: Class 17 contains 48872 members 
Mstep: Class 19 contains 17911 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 23 contains 6323 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 19 clusters Score -2.653678e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 14790 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 17547 members 
Mstep: Class 5 contains 11085 members 
Mstep: Class 6 contains 66287 members 
Mstep: Class 9 contains 20397 members 
Mstep: Class 10 contains 17653 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 206531 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 8147 members 
Mstep: Class 16 contains 11006 members 
Mstep: Class 17 contains 48909 members 
Mstep: Class 19 contains 17926 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 23 contains 6330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536752.000000 Penalty: 38560.308594
Iteration 96Q: 19 clusters Score -2.653675e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 14746 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 17555 members 
Mstep: Class 5 contains 11079 members 
Mstep: Class 6 contains 66278 members 
Mstep: Class 9 contains 20397 members 
Mstep: Class 10 contains 17676 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 206439 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 8151 members 
Mstep: Class 16 contains 11008 members 
Mstep: Class 17 contains 48920 members 
Mstep: Class 19 contains 17941 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 23 contains 6340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536736.000000 Penalty: 38560.308594
Iteration 97Q: 19 clusters Score -2.653674e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 14691 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 17559 members 
Mstep: Class 5 contains 11076 members 
Mstep: Class 6 contains 66278 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 17692 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 206349 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 8152 members 
Mstep: Class 16 contains 11012 members 
Mstep: Class 17 contains 48939 members 
Mstep: Class 19 contains 17955 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536798.000000 Penalty: 38560.308594
Iteration 98Q: 19 clusters Score -2.65368e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 14646 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 17567 members 
Mstep: Class 5 contains 11077 members 
Mstep: Class 6 contains 66272 members 
Mstep: Class 9 contains 20407 members 
Mstep: Class 10 contains 17703 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 206272 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 8149 members 
Mstep: Class 16 contains 11021 members 
Mstep: Class 17 contains 48955 members 
Mstep: Class 19 contains 17970 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 23 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536760.000000 Penalty: 38560.308594
Iteration 99Q: 19 clusters Score -2.653676e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 14606 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 17574 members 
Mstep: Class 5 contains 11078 members 
Mstep: Class 6 contains 66263 members 
Mstep: Class 9 contains 20406 members 
Mstep: Class 10 contains 17714 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 206202 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 8143 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 48967 members 
Mstep: Class 19 contains 17990 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 23 contains 6363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536746.000000 Penalty: 38560.308594
Iteration 100F: 19 clusters Score -2.653675e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 14585 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 17586 members 
Mstep: Class 5 contains 11073 members 
Mstep: Class 6 contains 66256 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 17726 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 206143 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 48977 members 
Mstep: Class 19 contains 17998 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 23 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536740.000000 Penalty: 38560.308594
Iteration 101Q: 19 clusters Score -2.653674e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 17598 members 
Mstep: Class 5 contains 11067 members 
Mstep: Class 6 contains 66245 members 
Mstep: Class 9 contains 20401 members 
Mstep: Class 10 contains 17734 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 206081 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 8136 members 
Mstep: Class 16 contains 11042 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 19 contains 18005 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 23 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536746.000000 Penalty: 38560.308594
Iteration 102Q: 19 clusters Score -2.653675e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 14565 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 17607 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 66233 members 
Mstep: Class 9 contains 20403 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 206034 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 8130 members 
Mstep: Class 16 contains 11049 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 23 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536704.000000 Penalty: 38560.308594
Iteration 103Q: 19 clusters Score -2.65367e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 14554 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 17617 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 66223 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 17747 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 206000 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 8123 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 48989 members 
Mstep: Class 19 contains 18014 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4062 members 
Mstep: Class 23 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536772.000000 Penalty: 38560.308594
Iteration 104Q: 19 clusters Score -2.653677e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 17630 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 66212 members 
Mstep: Class 9 contains 20400 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 205971 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 8119 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 48994 members 
Mstep: Class 19 contains 18016 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 23 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536806.000000 Penalty: 38560.308594
Iteration 105Q: 19 clusters Score -2.653681e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 14533 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 17641 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 66205 members 
Mstep: Class 9 contains 20397 members 
Mstep: Class 10 contains 17753 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 205945 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 48995 members 
Mstep: Class 19 contains 18016 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 4064 members 
Mstep: Class 23 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536776.000000 Penalty: 38560.308594
Iteration 106Q: 19 clusters Score -2.653678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 11066 members 
Mstep: Class 6 contains 66202 members 
Mstep: Class 9 contains 20397 members 
Mstep: Class 10 contains 17755 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 205918 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 8112 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 48996 members 
Mstep: Class 19 contains 18013 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 4065 members 
Mstep: Class 23 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536770.000000 Penalty: 38560.308594
Iteration 107Q: 19 clusters Score -2.653677e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 17652 members 
Mstep: Class 5 contains 11068 members 
Mstep: Class 6 contains 66200 members 
Mstep: Class 9 contains 20399 members 
Mstep: Class 10 contains 17757 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 205898 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 16 contains 11054 members 
Mstep: Class 17 contains 49005 members 
Mstep: Class 19 contains 18014 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536778.000000 Penalty: 38560.308594
Iteration 108Q: 19 clusters Score -2.653678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 14507 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 17653 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 66196 members 
Mstep: Class 9 contains 20397 members 
Mstep: Class 10 contains 17757 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 205878 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 49008 members 
Mstep: Class 19 contains 18016 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536822.000000 Penalty: 38560.308594
Iteration 109Q: 19 clusters Score -2.653682e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 14505 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66187 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 17755 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 205852 members 
Mstep: Class 13 contains 6225 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 49005 members 
Mstep: Class 19 contains 18017 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 23 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536770.000000 Penalty: 38560.308594
Iteration 110Q: 19 clusters Score -2.653677e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 14504 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 17660 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66180 members 
Mstep: Class 9 contains 20400 members 
Mstep: Class 10 contains 17754 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 205832 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 49002 members 
Mstep: Class 19 contains 18018 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536766.000000 Penalty: 38560.308594
Iteration 111Q: 19 clusters Score -2.653677e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 14504 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66174 members 
Mstep: Class 9 contains 20398 members 
Mstep: Class 10 contains 17752 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 205815 members 
Mstep: Class 13 contains 6223 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48999 members 
Mstep: Class 19 contains 18018 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536782.000000 Penalty: 38560.308594
Iteration 112Q: 19 clusters Score -2.653678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 14505 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 17666 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66171 members 
Mstep: Class 9 contains 20397 members 
Mstep: Class 10 contains 17751 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 205803 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48995 members 
Mstep: Class 19 contains 18018 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536808.000000 Penalty: 38560.308594
Iteration 113Q: 19 clusters Score -2.653681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 14504 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 17669 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66171 members 
Mstep: Class 9 contains 20395 members 
Mstep: Class 10 contains 17752 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 205789 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48993 members 
Mstep: Class 19 contains 18020 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536782.000000 Penalty: 38560.308594
Iteration 114Q: 19 clusters Score -2.653678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 17676 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66172 members 
Mstep: Class 9 contains 20393 members 
Mstep: Class 10 contains 17751 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 205772 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 48989 members 
Mstep: Class 19 contains 18021 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536752.000000 Penalty: 38560.308594
Iteration 115Q: 19 clusters Score -2.653675e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66170 members 
Mstep: Class 9 contains 20391 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205753 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 48987 members 
Mstep: Class 19 contains 18022 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536778.000000 Penalty: 38560.308594
Iteration 116Q: 19 clusters Score -2.653678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66171 members 
Mstep: Class 9 contains 20391 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205730 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 16 contains 11057 members 
Mstep: Class 17 contains 48984 members 
Mstep: Class 19 contains 18026 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536816.000000 Penalty: 38560.308594
Iteration 117Q: 19 clusters Score -2.653682e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17686 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66173 members 
Mstep: Class 9 contains 20390 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205707 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18030 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536800.000000 Penalty: 38560.308594
Iteration 118Q: 19 clusters Score -2.65368e+07 nChanged 27
Entering ConstructFrom: 
Score: -26536800.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (66341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Entering Unmasked Estep 
Score: -3454723.500000 Penalty: 1804.166626
	Iteration 0F: 2 clusters Score -3454724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3410526.250000 Penalty: 3608.333252
	Iteration 0F: 3 clusters Score -3410526 nChanged 31388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3428957.500000 Penalty: 3608.333252
	Iteration 1F: 3 clusters Score -3428958 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3430160.000000 Penalty: 3608.333252
	Iteration 2Q: 3 clusters Score -3430160 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3432033.750000 Penalty: 3608.333252
	Iteration 3F: 3 clusters Score -3432034 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3435016.250000 Penalty: 3608.333252
	Iteration 4F: 3 clusters Score -3435016 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3439545.000000 Penalty: 3608.333252
	Iteration 5F: 3 clusters Score -3439545 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3444852.750000 Penalty: 3608.333252
	Iteration 6F: 3 clusters Score -3444853 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3448925.000000 Penalty: 3608.333252
	Iteration 7F: 3 clusters Score -3448925 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3451291.000000 Penalty: 3608.333252
	Iteration 8Q: 3 clusters Score -3451291 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3452353.500000 Penalty: 3608.333252
	Iteration 9Q: 3 clusters Score -3452354 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3452784.500000 Penalty: 3608.333252
	Iteration 10Q: 3 clusters Score -3452784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3452948.750000 Penalty: 3608.333252
	Iteration 11Q: 3 clusters Score -3452949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3453026.750000 Penalty: 3608.333252
	Iteration 12Q: 3 clusters Score -3453027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3453065.250000 Penalty: 3608.333252
	Iteration 13Q: 3 clusters Score -3453065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3453101.000000 Penalty: 3608.333252
	Iteration 14Q: 3 clusters Score -3453101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3453128.750000 Penalty: 3608.333252
	Iteration 15Q: 3 clusters Score -3453129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3453139.750000 Penalty: 3608.333252
	Iteration 16Q: 3 clusters Score -3453140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3453141.250000 Penalty: 3608.333252
	Iteration 17Q: 3 clusters Score -3453141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3453146.750000 Penalty: 3608.333252
	Iteration 18Q: 3 clusters Score -3453147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3453149.000000 Penalty: 3608.333252
	Iteration 19Q: 3 clusters Score -3453149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3453155.500000 Penalty: 3608.333252
	Iteration 20F: 3 clusters Score -3453156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Entering Unmasked Estep 
Score: -762954.062500 Penalty: 1557.025879
	Iteration 0F: 2 clusters Score -762954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -752818.812500 Penalty: 3114.051758
	Iteration 0F: 3 clusters Score -752818.8 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -756324.750000 Penalty: 3114.051758
	Iteration 1F: 3 clusters Score -756324.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -756560.625000 Penalty: 3114.051758
	Iteration 2Q: 3 clusters Score -756560.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -756749.500000 Penalty: 3114.051758
	Iteration 3Q: 3 clusters Score -756749.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -756933.187500 Penalty: 3114.051758
	Iteration 4Q: 3 clusters Score -756933.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -757131.125000 Penalty: 3114.051758
	Iteration 5Q: 3 clusters Score -757131.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -757356.062500 Penalty: 3114.051758
	Iteration 6Q: 3 clusters Score -757356.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -757648.750000 Penalty: 3114.051758
	Iteration 7Q: 3 clusters Score -757648.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -757998.500000 Penalty: 3114.051758
	Iteration 8Q: 3 clusters Score -757998.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -758387.687500 Penalty: 3114.051758
	Iteration 9Q: 3 clusters Score -758387.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -758821.812500 Penalty: 3114.051758
	Iteration 10Q: 3 clusters Score -758821.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -759266.750000 Penalty: 3114.051758
	Iteration 11Q: 3 clusters Score -759266.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -759641.750000 Penalty: 3114.051758
	Iteration 12Q: 3 clusters Score -759641.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -759849.437500 Penalty: 3114.051758
	Iteration 13Q: 3 clusters Score -759849.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -759954.062500 Penalty: 3114.051758
	Iteration 14Q: 3 clusters Score -759954.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -760021.437500 Penalty: 3114.051758
	Iteration 15Q: 3 clusters Score -760021.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -760062.062500 Penalty: 3114.051758
	Iteration 16Q: 3 clusters Score -760062.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -760089.875000 Penalty: 3114.051758
	Iteration 17Q: 3 clusters Score -760089.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -760111.312500 Penalty: 3114.051758
	Iteration 18Q: 3 clusters Score -760111.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -760131.187500 Penalty: 3114.051758
	Iteration 19Q: 3 clusters Score -760131.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -760152.625000 Penalty: 3114.051758
	Iteration 20F: 3 clusters Score -760152.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -760168.437500 Penalty: 3114.051758
	Iteration 21Q: 3 clusters Score -760168.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -760185.375000 Penalty: 3114.051758
	Iteration 22Q: 3 clusters Score -760185.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -760193.250000 Penalty: 3114.051758
	Iteration 23Q: 3 clusters Score -760193.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -760197.875000 Penalty: 3114.051758
	Iteration 24Q: 3 clusters Score -760197.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -760216.312500 Penalty: 3114.051758
	Iteration 25Q: 3 clusters Score -760216.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -760234.250000 Penalty: 3114.051758
	Iteration 26Q: 3 clusters Score -760234.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -760252.437500 Penalty: 3114.051758
	Iteration 27Q: 3 clusters Score -760252.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -760268.312500 Penalty: 3114.051758
	Iteration 28Q: 3 clusters Score -760268.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -760290.125000 Penalty: 3114.051758
	Iteration 29Q: 3 clusters Score -760290.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -760308.937500 Penalty: 3114.051758
	Iteration 30Q: 3 clusters Score -760308.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -760320.500000 Penalty: 3114.051758
	Iteration 31Q: 3 clusters Score -760320.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -760333.812500 Penalty: 3114.051758
	Iteration 32Q: 3 clusters Score -760333.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -760347.000000 Penalty: 3114.051758
	Iteration 33Q: 3 clusters Score -760347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -760357.812500 Penalty: 3114.051758
	Iteration 34Q: 3 clusters Score -760357.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -760373.000000 Penalty: 3114.051758
	Iteration 35Q: 3 clusters Score -760373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -760379.000000 Penalty: 3114.051758
	Iteration 36Q: 3 clusters Score -760379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -760387.687500 Penalty: 3114.051758
	Iteration 37Q: 3 clusters Score -760387.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -760397.625000 Penalty: 3114.051758
	Iteration 38Q: 3 clusters Score -760397.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -760405.937500 Penalty: 3114.051758
	Iteration 39Q: 3 clusters Score -760405.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -760412.687500 Penalty: 3114.051758
	Iteration 40F: 3 clusters Score -760412.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -760426.312500 Penalty: 3114.051758
	Iteration 41Q: 3 clusters Score -760426.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -760432.062500 Penalty: 3114.051758
	Iteration 42Q: 3 clusters Score -760432.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -760437.437500 Penalty: 3114.051758
	Iteration 43Q: 3 clusters Score -760437.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -760445.937500 Penalty: 3114.051758
	Iteration 44Q: 3 clusters Score -760445.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -760454.750000 Penalty: 3114.051758
	Iteration 45Q: 3 clusters Score -760454.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -760470.500000 Penalty: 3114.051758
	Iteration 46Q: 3 clusters Score -760470.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -760484.187500 Penalty: 3114.051758
	Iteration 47Q: 3 clusters Score -760484.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -760491.187500 Penalty: 3114.051758
	Iteration 48Q: 3 clusters Score -760491.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -760506.250000 Penalty: 3114.051758
	Iteration 49Q: 3 clusters Score -760506.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -760514.750000 Penalty: 3114.051758
	Iteration 50Q: 3 clusters Score -760514.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -760522.750000 Penalty: 3114.051758
	Iteration 51Q: 3 clusters Score -760522.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -760531.937500 Penalty: 3114.051758
	Iteration 52Q: 3 clusters Score -760531.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -760536.937500 Penalty: 3114.051758
	Iteration 53Q: 3 clusters Score -760536.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -760546.062500 Penalty: 3114.051758
	Iteration 54Q: 3 clusters Score -760546.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -760555.937500 Penalty: 3114.051758
	Iteration 55Q: 3 clusters Score -760555.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -760565.312500 Penalty: 3114.051758
	Iteration 56Q: 3 clusters Score -760565.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -760575.375000 Penalty: 3114.051758
	Iteration 57Q: 3 clusters Score -760575.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -760583.250000 Penalty: 3114.051758
	Iteration 58Q: 3 clusters Score -760583.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -760592.750000 Penalty: 3114.051758
	Iteration 59Q: 3 clusters Score -760592.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -760601.625000 Penalty: 3114.051758
	Iteration 60F: 3 clusters Score -760601.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -760612.437500 Penalty: 3114.051758
	Iteration 61Q: 3 clusters Score -760612.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -760618.437500 Penalty: 3114.051758
	Iteration 62Q: 3 clusters Score -760618.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -760625.687500 Penalty: 3114.051758
	Iteration 63Q: 3 clusters Score -760625.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -760629.875000 Penalty: 3114.051758
	Iteration 64Q: 3 clusters Score -760629.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -760633.750000 Penalty: 3114.051758
	Iteration 65Q: 3 clusters Score -760633.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -760636.750000 Penalty: 3114.051758
	Iteration 66Q: 3 clusters Score -760636.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -760643.875000 Penalty: 3114.051758
	Iteration 67Q: 3 clusters Score -760643.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -760649.312500 Penalty: 3114.051758
	Iteration 68Q: 3 clusters Score -760649.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -760659.250000 Penalty: 3114.051758
	Iteration 69Q: 3 clusters Score -760659.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -760663.437500 Penalty: 3114.051758
	Iteration 70Q: 3 clusters Score -760663.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -760668.312500 Penalty: 3114.051758
	Iteration 71Q: 3 clusters Score -760668.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -760674.875000 Penalty: 3114.051758
	Iteration 72Q: 3 clusters Score -760674.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -760685.000000 Penalty: 3114.051758
	Iteration 73Q: 3 clusters Score -760685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -760692.437500 Penalty: 3114.051758
	Iteration 74Q: 3 clusters Score -760692.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -760703.187500 Penalty: 3114.051758
	Iteration 75Q: 3 clusters Score -760703.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -760714.812500 Penalty: 3114.051758
	Iteration 76Q: 3 clusters Score -760714.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -760726.125000 Penalty: 3114.051758
	Iteration 77Q: 3 clusters Score -760726.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -760731.375000 Penalty: 3114.051758
	Iteration 78Q: 3 clusters Score -760731.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -760740.187500 Penalty: 3114.051758
	Iteration 79Q: 3 clusters Score -760740.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -760744.875000 Penalty: 3114.051758
	Iteration 80F: 3 clusters Score -760744.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -760751.562500 Penalty: 3114.051758
	Iteration 81Q: 3 clusters Score -760751.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -760757.937500 Penalty: 3114.051758
	Iteration 82Q: 3 clusters Score -760757.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -760765.000000 Penalty: 3114.051758
	Iteration 83Q: 3 clusters Score -760765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -760769.375000 Penalty: 3114.051758
	Iteration 84Q: 3 clusters Score -760769.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -760779.812500 Penalty: 3114.051758
	Iteration 85Q: 3 clusters Score -760779.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -760783.250000 Penalty: 3114.051758
	Iteration 86Q: 3 clusters Score -760783.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -760788.437500 Penalty: 3114.051758
	Iteration 87Q: 3 clusters Score -760788.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -760793.687500 Penalty: 3114.051758
	Iteration 88Q: 3 clusters Score -760793.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -760803.875000 Penalty: 3114.051758
	Iteration 89Q: 3 clusters Score -760803.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -760809.250000 Penalty: 3114.051758
	Iteration 90Q: 3 clusters Score -760809.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -760813.500000 Penalty: 3114.051758
	Iteration 91Q: 3 clusters Score -760813.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -760823.000000 Penalty: 3114.051758
	Iteration 92Q: 3 clusters Score -760823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -760837.812500 Penalty: 3114.051758
	Iteration 93Q: 3 clusters Score -760837.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -760849.187500 Penalty: 3114.051758
	Iteration 94Q: 3 clusters Score -760849.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -760861.062500 Penalty: 3114.051758
	Iteration 95Q: 3 clusters Score -760861.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -760877.937500 Penalty: 3114.051758
	Iteration 96Q: 3 clusters Score -760877.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -760896.437500 Penalty: 3114.051758
	Iteration 97Q: 3 clusters Score -760896.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -760911.687500 Penalty: 3114.051758
	Iteration 98Q: 3 clusters Score -760911.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -760923.562500 Penalty: 3114.051758
	Iteration 99Q: 3 clusters Score -760923.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -760938.625000 Penalty: 3114.051758
	Iteration 100F: 3 clusters Score -760938.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -760946.750000 Penalty: 3114.051758
	Iteration 101Q: 3 clusters Score -760946.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -760956.625000 Penalty: 3114.051758
	Iteration 102Q: 3 clusters Score -760956.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -760966.687500 Penalty: 3114.051758
	Iteration 103Q: 3 clusters Score -760966.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -760981.812500 Penalty: 3114.051758
	Iteration 104Q: 3 clusters Score -760981.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -760993.937500 Penalty: 3114.051758
	Iteration 105Q: 3 clusters Score -760993.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -761009.500000 Penalty: 3114.051758
	Iteration 106Q: 3 clusters Score -761009.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -761021.937500 Penalty: 3114.051758
	Iteration 107Q: 3 clusters Score -761021.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -761027.375000 Penalty: 3114.051758
	Iteration 108Q: 3 clusters Score -761027.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -761031.687500 Penalty: 3114.051758
	Iteration 109Q: 3 clusters Score -761031.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -761039.562500 Penalty: 3114.051758
	Iteration 110Q: 3 clusters Score -761039.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -761047.312500 Penalty: 3114.051758
	Iteration 111Q: 3 clusters Score -761047.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -761054.437500 Penalty: 3114.051758
	Iteration 112Q: 3 clusters Score -761054.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -761066.812500 Penalty: 3114.051758
	Iteration 113Q: 3 clusters Score -761066.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -761080.437500 Penalty: 3114.051758
	Iteration 114Q: 3 clusters Score -761080.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -761088.812500 Penalty: 3114.051758
	Iteration 115Q: 3 clusters Score -761088.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -761096.625000 Penalty: 3114.051758
	Iteration 116Q: 3 clusters Score -761096.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -761110.375000 Penalty: 3114.051758
	Iteration 117Q: 3 clusters Score -761110.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -761118.562500 Penalty: 3114.051758
	Iteration 118Q: 3 clusters Score -761118.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -761127.812500 Penalty: 3114.051758
	Iteration 119Q: 3 clusters Score -761127.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -761134.500000 Penalty: 3114.051758
	Iteration 120F: 3 clusters Score -761134.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -761143.625000 Penalty: 3114.051758
	Iteration 121Q: 3 clusters Score -761143.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -761156.812500 Penalty: 3114.051758
	Iteration 122Q: 3 clusters Score -761156.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -761168.687500 Penalty: 3114.051758
	Iteration 123Q: 3 clusters Score -761168.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -761176.812500 Penalty: 3114.051758
	Iteration 124Q: 3 clusters Score -761176.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -761187.312500 Penalty: 3114.051758
	Iteration 125Q: 3 clusters Score -761187.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -761195.375000 Penalty: 3114.051758
	Iteration 126Q: 3 clusters Score -761195.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -761212.500000 Penalty: 3114.051758
	Iteration 127Q: 3 clusters Score -761212.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -761223.125000 Penalty: 3114.051758
	Iteration 128Q: 3 clusters Score -761223.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -761235.312500 Penalty: 3114.051758
	Iteration 129Q: 3 clusters Score -761235.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -761245.062500 Penalty: 3114.051758
	Iteration 130Q: 3 clusters Score -761245.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -761250.625000 Penalty: 3114.051758
	Iteration 131Q: 3 clusters Score -761250.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -761260.062500 Penalty: 3114.051758
	Iteration 132Q: 3 clusters Score -761260.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -761273.437500 Penalty: 3114.051758
	Iteration 133Q: 3 clusters Score -761273.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -761281.937500 Penalty: 3114.051758
	Iteration 134Q: 3 clusters Score -761281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -761284.437500 Penalty: 3114.051758
	Iteration 135Q: 3 clusters Score -761284.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -761288.562500 Penalty: 3114.051758
	Iteration 136Q: 3 clusters Score -761288.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -761291.937500 Penalty: 3114.051758
	Iteration 137Q: 3 clusters Score -761291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -761290.500000 Penalty: 3114.051758
	Iteration 138Q: 3 clusters Score -761290.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -761293.625000 Penalty: 3114.051758
	Iteration 139Q: 3 clusters Score -761293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -761297.375000 Penalty: 3114.051758
	Iteration 140F: 3 clusters Score -761297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -761299.750000 Penalty: 3114.051758
	Iteration 141Q: 3 clusters Score -761299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -761301.562500 Penalty: 3114.051758
	Iteration 142Q: 3 clusters Score -761301.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -761307.062500 Penalty: 3114.051758
	Iteration 143Q: 3 clusters Score -761307.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -761310.125000 Penalty: 3114.051758
	Iteration 144Q: 3 clusters Score -761310.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -761315.562500 Penalty: 3114.051758
	Iteration 145Q: 3 clusters Score -761315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -761323.250000 Penalty: 3114.051758
	Iteration 146Q: 3 clusters Score -761323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -761326.312500 Penalty: 3114.051758
	Iteration 147Q: 3 clusters Score -761326.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -761333.562500 Penalty: 3114.051758
	Iteration 148Q: 3 clusters Score -761333.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -761338.312500 Penalty: 3114.051758
	Iteration 149Q: 3 clusters Score -761338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -761341.500000 Penalty: 3114.051758
	Iteration 150Q: 3 clusters Score -761341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -761345.187500 Penalty: 3114.051758
	Iteration 151Q: 3 clusters Score -761345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -761347.125000 Penalty: 3114.051758
	Iteration 152Q: 3 clusters Score -761347.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -761356.500000 Penalty: 3114.051758
	Iteration 153Q: 3 clusters Score -761356.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -761363.187500 Penalty: 3114.051758
	Iteration 154Q: 3 clusters Score -761363.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -761371.375000 Penalty: 3114.051758
	Iteration 155Q: 3 clusters Score -761371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -761379.562500 Penalty: 3114.051758
	Iteration 156Q: 3 clusters Score -761379.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -761388.625000 Penalty: 3114.051758
	Iteration 157Q: 3 clusters Score -761388.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -761393.750000 Penalty: 3114.051758
	Iteration 158Q: 3 clusters Score -761393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -761398.125000 Penalty: 3114.051758
	Iteration 159Q: 3 clusters Score -761398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -761402.687500 Penalty: 3114.051758
	Iteration 160F: 3 clusters Score -761402.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -761402.500000 Penalty: 3114.051758
	Iteration 161Q: 3 clusters Score -761402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -761404.500000 Penalty: 3114.051758
	Iteration 162Q: 3 clusters Score -761404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -761407.937500 Penalty: 3114.051758
	Iteration 163Q: 3 clusters Score -761407.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -761409.000000 Penalty: 3114.051758
	Iteration 164Q: 3 clusters Score -761409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -761412.437500 Penalty: 3114.051758
	Iteration 165Q: 3 clusters Score -761412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -761414.312500 Penalty: 3114.051758
	Iteration 166Q: 3 clusters Score -761414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -761414.937500 Penalty: 3114.051758
	Iteration 167Q: 3 clusters Score -761414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -761418.000000 Penalty: 3114.051758
	Iteration 168Q: 3 clusters Score -761418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -761421.250000 Penalty: 3114.051758
	Iteration 169Q: 3 clusters Score -761421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -761421.750000 Penalty: 3114.051758
	Iteration 170Q: 3 clusters Score -761421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -761426.562500 Penalty: 3114.051758
	Iteration 171Q: 3 clusters Score -761426.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -761429.937500 Penalty: 3114.051758
	Iteration 172Q: 3 clusters Score -761429.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -761435.812500 Penalty: 3114.051758
	Iteration 173Q: 3 clusters Score -761435.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -761438.062500 Penalty: 3114.051758
	Iteration 174Q: 3 clusters Score -761438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -761440.562500 Penalty: 3114.051758
	Iteration 175Q: 3 clusters Score -761440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -761440.875000 Penalty: 3114.051758
	Iteration 176Q: 3 clusters Score -761440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -761442.375000 Penalty: 3114.051758
	Iteration 177Q: 3 clusters Score -761442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -761444.125000 Penalty: 3114.051758
	Iteration 178Q: 3 clusters Score -761444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -761444.250000 Penalty: 3114.051758
	Iteration 179Q: 3 clusters Score -761444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -761447.250000 Penalty: 3114.051758
	Iteration 180F: 3 clusters Score -761447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -761449.500000 Penalty: 3114.051758
	Iteration 181Q: 3 clusters Score -761449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -761451.437500 Penalty: 3114.051758
	Iteration 182Q: 3 clusters Score -761451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -761451.000000 Penalty: 3114.051758
	Iteration 183Q: 3 clusters Score -761451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -761456.562500 Penalty: 3114.051758
	Iteration 184Q: 3 clusters Score -761456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -761460.687500 Penalty: 3114.051758
	Iteration 185Q: 3 clusters Score -761460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -761464.937500 Penalty: 3114.051758
	Iteration 186Q: 3 clusters Score -761464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -761472.125000 Penalty: 3114.051758
	Iteration 187Q: 3 clusters Score -761472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -761475.187500 Penalty: 3114.051758
	Iteration 188Q: 3 clusters Score -761475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -761477.375000 Penalty: 3114.051758
	Iteration 189Q: 3 clusters Score -761477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -761479.187500 Penalty: 3114.051758
	Iteration 190Q: 3 clusters Score -761479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -761483.875000 Penalty: 3114.051758
	Iteration 191Q: 3 clusters Score -761483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -761489.812500 Penalty: 3114.051758
	Iteration 192Q: 3 clusters Score -761489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -761492.687500 Penalty: 3114.051758
	Iteration 193Q: 3 clusters Score -761492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -761497.000000 Penalty: 3114.051758
	Iteration 194Q: 3 clusters Score -761497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -761502.250000 Penalty: 3114.051758
	Iteration 195Q: 3 clusters Score -761502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -761502.625000 Penalty: 3114.051758
	Iteration 196Q: 3 clusters Score -761502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -761503.937500 Penalty: 3114.051758
	Iteration 197Q: 3 clusters Score -761503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -761505.812500 Penalty: 3114.051758
	Iteration 198Q: 3 clusters Score -761505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -761510.625000 Penalty: 3114.051758
	Iteration 199Q: 3 clusters Score -761510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -761515.625000 Penalty: 3114.051758
	Iteration 200F: 3 clusters Score -761515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -761519.625000 Penalty: 3114.051758
	Iteration 201Q: 3 clusters Score -761519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -761523.375000 Penalty: 3114.051758
	Iteration 202Q: 3 clusters Score -761523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -761528.062500 Penalty: 3114.051758
	Iteration 203Q: 3 clusters Score -761528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -761529.875000 Penalty: 3114.051758
	Iteration 204Q: 3 clusters Score -761529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -761531.375000 Penalty: 3114.051758
	Iteration 205Q: 3 clusters Score -761531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -761535.562500 Penalty: 3114.051758
	Iteration 206Q: 3 clusters Score -761535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -761538.500000 Penalty: 3114.051758
	Iteration 207Q: 3 clusters Score -761538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -761539.500000 Penalty: 3114.051758
	Iteration 208Q: 3 clusters Score -761539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -761542.812500 Penalty: 3114.051758
	Iteration 209Q: 3 clusters Score -761542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -761545.437500 Penalty: 3114.051758
	Iteration 210Q: 3 clusters Score -761545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -761549.187500 Penalty: 3114.051758
	Iteration 211Q: 3 clusters Score -761549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -761553.000000 Penalty: 3114.051758
	Iteration 212Q: 3 clusters Score -761553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -761555.625000 Penalty: 3114.051758
	Iteration 213Q: 3 clusters Score -761555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -761555.812500 Penalty: 3114.051758
	Iteration 214Q: 3 clusters Score -761555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -761555.812500 Penalty: 3114.051758
	Iteration 215F: 3 clusters Score -761555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -132484.968750 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -132485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -130019.898438 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -130019.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -130562.835938 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -130562.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -130684.429688 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -130684.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -130771.718750 Penalty: 2548.995850
	Iteration 3Q: 3 clusters Score -130771.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -130827.218750 Penalty: 2548.995850
	Iteration 4Q: 3 clusters Score -130827.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -130874.773438 Penalty: 2548.995850
	Iteration 5Q: 3 clusters Score -130874.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -130903.453125 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -130903.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -130926.726562 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -130926.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -130939.203125 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -130939.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -130948.562500 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -130948.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -130958.039062 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -130958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -130967.398438 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -130967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -130972.343750 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -130972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -130976.117188 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -130976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -130979.476562 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -130979.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -130983.468750 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -130983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -130986.718750 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -130986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -130988.617188 Penalty: 2548.995850
	Iteration 17Q: 3 clusters Score -130988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -130989.812500 Penalty: 2548.995850
	Iteration 18Q: 3 clusters Score -130989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -130990.195312 Penalty: 2548.995850
	Iteration 19Q: 3 clusters Score -130990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -130990.421875 Penalty: 2548.995850
	Iteration 20F: 3 clusters Score -130990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Entering Unmasked Estep 
Score: -943195.125000 Penalty: 1589.345093
	Iteration 0F: 2 clusters Score -943195.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -930993.000000 Penalty: 3178.690186
	Iteration 0F: 3 clusters Score -930993 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -935428.625000 Penalty: 3178.690186
	Iteration 1F: 3 clusters Score -935428.6 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -935909.812500 Penalty: 3178.690186
	Iteration 2F: 3 clusters Score -935909.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -936464.187500 Penalty: 3178.690186
	Iteration 3F: 3 clusters Score -936464.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -937115.312500 Penalty: 3178.690186
	Iteration 4F: 3 clusters Score -937115.3 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -937913.437500 Penalty: 3178.690186
	Iteration 5F: 3 clusters Score -937913.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -938951.500000 Penalty: 3178.690186
	Iteration 6F: 3 clusters Score -938951.5 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -940035.500000 Penalty: 3178.690186
	Iteration 7F: 3 clusters Score -940035.5 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -940782.062500 Penalty: 3178.690186
	Iteration 8Q: 3 clusters Score -940782.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -941227.125000 Penalty: 3178.690186
	Iteration 9Q: 3 clusters Score -941227.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -941496.812500 Penalty: 3178.690186
	Iteration 10Q: 3 clusters Score -941496.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -941620.250000 Penalty: 3178.690186
	Iteration 11Q: 3 clusters Score -941620.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -941705.375000 Penalty: 3178.690186
	Iteration 12Q: 3 clusters Score -941705.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -941748.437500 Penalty: 3178.690186
	Iteration 13Q: 3 clusters Score -941748.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -941785.375000 Penalty: 3178.690186
	Iteration 14Q: 3 clusters Score -941785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -941807.750000 Penalty: 3178.690186
	Iteration 15Q: 3 clusters Score -941807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -941825.312500 Penalty: 3178.690186
	Iteration 16Q: 3 clusters Score -941825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -941840.500000 Penalty: 3178.690186
	Iteration 17Q: 3 clusters Score -941840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -941854.437500 Penalty: 3178.690186
	Iteration 18Q: 3 clusters Score -941854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -941862.375000 Penalty: 3178.690186
	Iteration 19Q: 3 clusters Score -941862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -941870.562500 Penalty: 3178.690186
	Iteration 20F: 3 clusters Score -941870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -941874.187500 Penalty: 3178.690186
	Iteration 21Q: 3 clusters Score -941874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -941875.875000 Penalty: 3178.690186
	Iteration 22Q: 3 clusters Score -941875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -941876.812500 Penalty: 3178.690186
	Iteration 23Q: 3 clusters Score -941876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -941876.812500 Penalty: 3178.690186
	Iteration 24F: 3 clusters Score -941876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -584550.750000 Penalty: 1513.213623
	Iteration 0F: 2 clusters Score -584550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -576737.062500 Penalty: 3026.427246
	Iteration 0F: 3 clusters Score -576737.1 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -579210.875000 Penalty: 3026.427246
	Iteration 1F: 3 clusters Score -579210.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -579474.062500 Penalty: 3026.427246
	Iteration 2F: 3 clusters Score -579474.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -579697.187500 Penalty: 3026.427246
	Iteration 3F: 3 clusters Score -579697.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -579899.125000 Penalty: 3026.427246
	Iteration 4Q: 3 clusters Score -579899.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -580088.812500 Penalty: 3026.427246
	Iteration 5Q: 3 clusters Score -580088.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -580305.750000 Penalty: 3026.427246
	Iteration 6Q: 3 clusters Score -580305.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -580513.250000 Penalty: 3026.427246
	Iteration 7Q: 3 clusters Score -580513.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -580735.562500 Penalty: 3026.427246
	Iteration 8Q: 3 clusters Score -580735.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -580939.437500 Penalty: 3026.427246
	Iteration 9Q: 3 clusters Score -580939.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -581136.625000 Penalty: 3026.427246
	Iteration 10Q: 3 clusters Score -581136.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -581314.812500 Penalty: 3026.427246
	Iteration 11Q: 3 clusters Score -581314.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -581492.812500 Penalty: 3026.427246
	Iteration 12Q: 3 clusters Score -581492.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -581674.562500 Penalty: 3026.427246
	Iteration 13Q: 3 clusters Score -581674.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -581862.375000 Penalty: 3026.427246
	Iteration 14Q: 3 clusters Score -581862.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -582032.125000 Penalty: 3026.427246
	Iteration 15Q: 3 clusters Score -582032.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -582190.875000 Penalty: 3026.427246
	Iteration 16Q: 3 clusters Score -582190.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -582313.875000 Penalty: 3026.427246
	Iteration 17Q: 3 clusters Score -582313.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -582408.562500 Penalty: 3026.427246
	Iteration 18Q: 3 clusters Score -582408.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -582495.562500 Penalty: 3026.427246
	Iteration 19Q: 3 clusters Score -582495.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -582581.312500 Penalty: 3026.427246
	Iteration 20F: 3 clusters Score -582581.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -582662.500000 Penalty: 3026.427246
	Iteration 21Q: 3 clusters Score -582662.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -582735.500000 Penalty: 3026.427246
	Iteration 22Q: 3 clusters Score -582735.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -582801.187500 Penalty: 3026.427246
	Iteration 23Q: 3 clusters Score -582801.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -582867.250000 Penalty: 3026.427246
	Iteration 24Q: 3 clusters Score -582867.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -582916.562500 Penalty: 3026.427246
	Iteration 25Q: 3 clusters Score -582916.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -582958.562500 Penalty: 3026.427246
	Iteration 26Q: 3 clusters Score -582958.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -583000.750000 Penalty: 3026.427246
	Iteration 27Q: 3 clusters Score -583000.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -583029.750000 Penalty: 3026.427246
	Iteration 28Q: 3 clusters Score -583029.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -583053.875000 Penalty: 3026.427246
	Iteration 29Q: 3 clusters Score -583053.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -583072.500000 Penalty: 3026.427246
	Iteration 30Q: 3 clusters Score -583072.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -583086.562500 Penalty: 3026.427246
	Iteration 31Q: 3 clusters Score -583086.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -583098.812500 Penalty: 3026.427246
	Iteration 32Q: 3 clusters Score -583098.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -583115.625000 Penalty: 3026.427246
	Iteration 33Q: 3 clusters Score -583115.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -583130.875000 Penalty: 3026.427246
	Iteration 34Q: 3 clusters Score -583130.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -583142.375000 Penalty: 3026.427246
	Iteration 35Q: 3 clusters Score -583142.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -583155.625000 Penalty: 3026.427246
	Iteration 36Q: 3 clusters Score -583155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -583165.875000 Penalty: 3026.427246
	Iteration 37Q: 3 clusters Score -583165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -583173.250000 Penalty: 3026.427246
	Iteration 38Q: 3 clusters Score -583173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -583179.875000 Penalty: 3026.427246
	Iteration 39Q: 3 clusters Score -583179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -583184.125000 Penalty: 3026.427246
	Iteration 40F: 3 clusters Score -583184.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -583188.000000 Penalty: 3026.427246
	Iteration 41Q: 3 clusters Score -583188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -583195.187500 Penalty: 3026.427246
	Iteration 42Q: 3 clusters Score -583195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -583197.000000 Penalty: 3026.427246
	Iteration 43Q: 3 clusters Score -583197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -583202.187500 Penalty: 3026.427246
	Iteration 44Q: 3 clusters Score -583202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -583208.375000 Penalty: 3026.427246
	Iteration 45Q: 3 clusters Score -583208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -583215.750000 Penalty: 3026.427246
	Iteration 46Q: 3 clusters Score -583215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -583222.750000 Penalty: 3026.427246
	Iteration 47Q: 3 clusters Score -583222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -583228.625000 Penalty: 3026.427246
	Iteration 48Q: 3 clusters Score -583228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -583232.875000 Penalty: 3026.427246
	Iteration 49Q: 3 clusters Score -583232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -583234.000000 Penalty: 3026.427246
	Iteration 50Q: 3 clusters Score -583234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -583238.562500 Penalty: 3026.427246
	Iteration 51Q: 3 clusters Score -583238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -583239.375000 Penalty: 3026.427246
	Iteration 52Q: 3 clusters Score -583239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -583239.812500 Penalty: 3026.427246
	Iteration 53Q: 3 clusters Score -583239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -583240.562500 Penalty: 3026.427246
	Iteration 54Q: 3 clusters Score -583240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -583240.562500 Penalty: 3026.427246
	Iteration 55F: 3 clusters Score -583240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Entering Unmasked Estep 
Score: -3451904.500000 Penalty: 1803.754517
	Iteration 0F: 2 clusters Score -3451904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3407678.750000 Penalty: 3607.509033
	Iteration 0F: 3 clusters Score -3407679 nChanged 31178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3425414.250000 Penalty: 3607.509033
	Iteration 1F: 3 clusters Score -3425414 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3425966.750000 Penalty: 3607.509033
	Iteration 2Q: 3 clusters Score -3425967 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3426615.000000 Penalty: 3607.509033
	Iteration 3Q: 3 clusters Score -3426615 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3427389.500000 Penalty: 3607.509033
	Iteration 4Q: 3 clusters Score -3427390 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3428352.000000 Penalty: 3607.509033
	Iteration 5Q: 3 clusters Score -3428352 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3429760.000000 Penalty: 3607.509033
	Iteration 6Q: 3 clusters Score -3429760 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3431833.000000 Penalty: 3607.509033
	Iteration 7F: 3 clusters Score -3431833 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3434487.000000 Penalty: 3607.509033
	Iteration 8F: 3 clusters Score -3434487 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3437596.000000 Penalty: 3607.509033
	Iteration 9F: 3 clusters Score -3437596 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3439922.750000 Penalty: 3607.509033
	Iteration 10F: 3 clusters Score -3439923 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3441290.250000 Penalty: 3607.509033
	Iteration 11Q: 3 clusters Score -3441290 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3441978.750000 Penalty: 3607.509033
	Iteration 12Q: 3 clusters Score -3441979 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3442372.000000 Penalty: 3607.509033
	Iteration 13Q: 3 clusters Score -3442372 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3442652.250000 Penalty: 3607.509033
	Iteration 14Q: 3 clusters Score -3442652 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3442919.000000 Penalty: 3607.509033
	Iteration 15Q: 3 clusters Score -3442919 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3443133.250000 Penalty: 3607.509033
	Iteration 16Q: 3 clusters Score -3443133 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3443348.500000 Penalty: 3607.509033
	Iteration 17Q: 3 clusters Score -3443348 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3443555.500000 Penalty: 3607.509033
	Iteration 18Q: 3 clusters Score -3443556 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3443739.250000 Penalty: 3607.509033
	Iteration 19Q: 3 clusters Score -3443739 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3443934.500000 Penalty: 3607.509033
	Iteration 20F: 3 clusters Score -3443934 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3444133.000000 Penalty: 3607.509033
	Iteration 21Q: 3 clusters Score -3444133 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3444306.750000 Penalty: 3607.509033
	Iteration 22Q: 3 clusters Score -3444307 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3444517.250000 Penalty: 3607.509033
	Iteration 23Q: 3 clusters Score -3444517 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3444756.500000 Penalty: 3607.509033
	Iteration 24Q: 3 clusters Score -3444756 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3445027.000000 Penalty: 3607.509033
	Iteration 25Q: 3 clusters Score -3445027 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3445329.750000 Penalty: 3607.509033
	Iteration 26Q: 3 clusters Score -3445330 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3445639.750000 Penalty: 3607.509033
	Iteration 27Q: 3 clusters Score -3445640 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3445879.000000 Penalty: 3607.509033
	Iteration 28Q: 3 clusters Score -3445879 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3446125.250000 Penalty: 3607.509033
	Iteration 29Q: 3 clusters Score -3446125 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3446346.500000 Penalty: 3607.509033
	Iteration 30Q: 3 clusters Score -3446346 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3446571.500000 Penalty: 3607.509033
	Iteration 31Q: 3 clusters Score -3446572 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3446774.750000 Penalty: 3607.509033
	Iteration 32Q: 3 clusters Score -3446775 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3446988.000000 Penalty: 3607.509033
	Iteration 33Q: 3 clusters Score -3446988 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3447187.000000 Penalty: 3607.509033
	Iteration 34Q: 3 clusters Score -3447187 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3447372.250000 Penalty: 3607.509033
	Iteration 35Q: 3 clusters Score -3447372 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3447533.500000 Penalty: 3607.509033
	Iteration 36Q: 3 clusters Score -3447534 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3447684.250000 Penalty: 3607.509033
	Iteration 37Q: 3 clusters Score -3447684 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3447860.500000 Penalty: 3607.509033
	Iteration 38Q: 3 clusters Score -3447860 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3448001.500000 Penalty: 3607.509033
	Iteration 39Q: 3 clusters Score -3448002 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3448143.000000 Penalty: 3607.509033
	Iteration 40F: 3 clusters Score -3448143 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3448312.750000 Penalty: 3607.509033
	Iteration 41Q: 3 clusters Score -3448313 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3448449.000000 Penalty: 3607.509033
	Iteration 42Q: 3 clusters Score -3448449 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3448574.750000 Penalty: 3607.509033
	Iteration 43Q: 3 clusters Score -3448575 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3448743.500000 Penalty: 3607.509033
	Iteration 44Q: 3 clusters Score -3448744 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3448856.000000 Penalty: 3607.509033
	Iteration 45Q: 3 clusters Score -3448856 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3448991.500000 Penalty: 3607.509033
	Iteration 46Q: 3 clusters Score -3448992 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3449118.500000 Penalty: 3607.509033
	Iteration 47Q: 3 clusters Score -3449118 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3449229.750000 Penalty: 3607.509033
	Iteration 48Q: 3 clusters Score -3449230 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3449314.500000 Penalty: 3607.509033
	Iteration 49Q: 3 clusters Score -3449314 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3449423.000000 Penalty: 3607.509033
	Iteration 50Q: 3 clusters Score -3449423 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3449536.750000 Penalty: 3607.509033
	Iteration 51Q: 3 clusters Score -3449537 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3449638.500000 Penalty: 3607.509033
	Iteration 52Q: 3 clusters Score -3449638 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3449718.500000 Penalty: 3607.509033
	Iteration 53Q: 3 clusters Score -3449718 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3449809.000000 Penalty: 3607.509033
	Iteration 54Q: 3 clusters Score -3449809 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3449868.250000 Penalty: 3607.509033
	Iteration 55Q: 3 clusters Score -3449868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3449935.500000 Penalty: 3607.509033
	Iteration 56Q: 3 clusters Score -3449936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3449989.750000 Penalty: 3607.509033
	Iteration 57Q: 3 clusters Score -3449990 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3450036.000000 Penalty: 3607.509033
	Iteration 58Q: 3 clusters Score -3450036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3450074.000000 Penalty: 3607.509033
	Iteration 59Q: 3 clusters Score -3450074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3450099.750000 Penalty: 3607.509033
	Iteration 60F: 3 clusters Score -3450100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3450135.250000 Penalty: 3607.509033
	Iteration 61Q: 3 clusters Score -3450135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3450165.500000 Penalty: 3607.509033
	Iteration 62Q: 3 clusters Score -3450166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3450193.500000 Penalty: 3607.509033
	Iteration 63Q: 3 clusters Score -3450194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3450212.750000 Penalty: 3607.509033
	Iteration 64Q: 3 clusters Score -3450213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3450236.750000 Penalty: 3607.509033
	Iteration 65Q: 3 clusters Score -3450237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3450258.500000 Penalty: 3607.509033
	Iteration 66Q: 3 clusters Score -3450258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3450269.750000 Penalty: 3607.509033
	Iteration 67Q: 3 clusters Score -3450270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3450279.750000 Penalty: 3607.509033
	Iteration 68Q: 3 clusters Score -3450280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3450284.750000 Penalty: 3607.509033
	Iteration 69Q: 3 clusters Score -3450285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3450296.500000 Penalty: 3607.509033
	Iteration 70Q: 3 clusters Score -3450296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3450301.250000 Penalty: 3607.509033
	Iteration 71Q: 3 clusters Score -3450301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3450317.250000 Penalty: 3607.509033
	Iteration 72Q: 3 clusters Score -3450317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3450322.750000 Penalty: 3607.509033
	Iteration 73Q: 3 clusters Score -3450323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3450328.000000 Penalty: 3607.509033
	Iteration 74Q: 3 clusters Score -3450328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3450334.000000 Penalty: 3607.509033
	Iteration 75Q: 3 clusters Score -3450334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3450344.500000 Penalty: 3607.509033
	Iteration 76Q: 3 clusters Score -3450344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3450340.250000 Penalty: 3607.509033
	Iteration 77Q: 3 clusters Score -3450340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3450345.250000 Penalty: 3607.509033
	Iteration 78Q: 3 clusters Score -3450345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3450352.250000 Penalty: 3607.509033
	Iteration 79Q: 3 clusters Score -3450352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3450347.750000 Penalty: 3607.509033
	Iteration 80F: 3 clusters Score -3450348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3450354.500000 Penalty: 3607.509033
	Iteration 81Q: 3 clusters Score -3450354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3450357.250000 Penalty: 3607.509033
	Iteration 82Q: 3 clusters Score -3450357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3450354.750000 Penalty: 3607.509033
	Iteration 83Q: 3 clusters Score -3450355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3450359.750000 Penalty: 3607.509033
	Iteration 84Q: 3 clusters Score -3450360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3450361.750000 Penalty: 3607.509033
	Iteration 85Q: 3 clusters Score -3450362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3450363.000000 Penalty: 3607.509033
	Iteration 86Q: 3 clusters Score -3450363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3450369.750000 Penalty: 3607.509033
	Iteration 87Q: 3 clusters Score -3450370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3450373.500000 Penalty: 3607.509033
	Iteration 88Q: 3 clusters Score -3450374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3450370.000000 Penalty: 3607.509033
	Iteration 89Q: 3 clusters Score -3450370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3450366.250000 Penalty: 3607.509033
	Iteration 90Q: 3 clusters Score -3450366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3450368.500000 Penalty: 3607.509033
	Iteration 91Q: 3 clusters Score -3450368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3450369.250000 Penalty: 3607.509033
	Iteration 92Q: 3 clusters Score -3450369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3450370.500000 Penalty: 3607.509033
	Iteration 93Q: 3 clusters Score -3450370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3450372.500000 Penalty: 3607.509033
	Iteration 94Q: 3 clusters Score -3450372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3450374.000000 Penalty: 3607.509033
	Iteration 95Q: 3 clusters Score -3450374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3450375.250000 Penalty: 3607.509033
	Iteration 96Q: 3 clusters Score -3450375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3450375.250000 Penalty: 3607.509033
	Iteration 97F: 3 clusters Score -3450375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Entering Unmasked Estep 
Score: -1079903.125000 Penalty: 1612.423096
	Iteration 0F: 2 clusters Score -1079903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1066042.625000 Penalty: 3224.846191
	Iteration 0F: 3 clusters Score -1066043 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1071048.125000 Penalty: 3224.846191
	Iteration 1F: 3 clusters Score -1071048 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1071446.500000 Penalty: 3224.846191
	Iteration 2Q: 3 clusters Score -1071446 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1071868.625000 Penalty: 3224.846191
	Iteration 3Q: 3 clusters Score -1071869 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1072375.375000 Penalty: 3224.846191
	Iteration 4Q: 3 clusters Score -1072375 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1073006.500000 Penalty: 3224.846191
	Iteration 5F: 3 clusters Score -1073006 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1073731.000000 Penalty: 3224.846191
	Iteration 6F: 3 clusters Score -1073731 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1074491.625000 Penalty: 3224.846191
	Iteration 7F: 3 clusters Score -1074492 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1075223.125000 Penalty: 3224.846191
	Iteration 8F: 3 clusters Score -1075223 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1075805.500000 Penalty: 3224.846191
	Iteration 9Q: 3 clusters Score -1075806 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1076193.000000 Penalty: 3224.846191
	Iteration 10Q: 3 clusters Score -1076193 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1076447.750000 Penalty: 3224.846191
	Iteration 11Q: 3 clusters Score -1076448 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1076638.375000 Penalty: 3224.846191
	Iteration 12Q: 3 clusters Score -1076638 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1076801.625000 Penalty: 3224.846191
	Iteration 13Q: 3 clusters Score -1076802 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1076934.250000 Penalty: 3224.846191
	Iteration 14Q: 3 clusters Score -1076934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1077076.000000 Penalty: 3224.846191
	Iteration 15Q: 3 clusters Score -1077076 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1077215.750000 Penalty: 3224.846191
	Iteration 16Q: 3 clusters Score -1077216 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1077344.250000 Penalty: 3224.846191
	Iteration 17Q: 3 clusters Score -1077344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1077450.625000 Penalty: 3224.846191
	Iteration 18Q: 3 clusters Score -1077451 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1077541.375000 Penalty: 3224.846191
	Iteration 19Q: 3 clusters Score -1077541 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1077615.125000 Penalty: 3224.846191
	Iteration 20F: 3 clusters Score -1077615 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1077683.875000 Penalty: 3224.846191
	Iteration 21Q: 3 clusters Score -1077684 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1077738.750000 Penalty: 3224.846191
	Iteration 22Q: 3 clusters Score -1077739 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1077788.500000 Penalty: 3224.846191
	Iteration 23Q: 3 clusters Score -1077788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1077833.250000 Penalty: 3224.846191
	Iteration 24Q: 3 clusters Score -1077833 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1077884.750000 Penalty: 3224.846191
	Iteration 25Q: 3 clusters Score -1077885 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1077930.625000 Penalty: 3224.846191
	Iteration 26Q: 3 clusters Score -1077931 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1077974.250000 Penalty: 3224.846191
	Iteration 27Q: 3 clusters Score -1077974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1078012.875000 Penalty: 3224.846191
	Iteration 28Q: 3 clusters Score -1078013 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1078044.125000 Penalty: 3224.846191
	Iteration 29Q: 3 clusters Score -1078044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1078071.250000 Penalty: 3224.846191
	Iteration 30Q: 3 clusters Score -1078071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1078103.875000 Penalty: 3224.846191
	Iteration 31Q: 3 clusters Score -1078104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1078133.250000 Penalty: 3224.846191
	Iteration 32Q: 3 clusters Score -1078133 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1078161.000000 Penalty: 3224.846191
	Iteration 33Q: 3 clusters Score -1078161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1078188.875000 Penalty: 3224.846191
	Iteration 34Q: 3 clusters Score -1078189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1078214.250000 Penalty: 3224.846191
	Iteration 35Q: 3 clusters Score -1078214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1078244.625000 Penalty: 3224.846191
	Iteration 36Q: 3 clusters Score -1078245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1078263.250000 Penalty: 3224.846191
	Iteration 37Q: 3 clusters Score -1078263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1078285.375000 Penalty: 3224.846191
	Iteration 38Q: 3 clusters Score -1078285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1078306.000000 Penalty: 3224.846191
	Iteration 39Q: 3 clusters Score -1078306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1078330.250000 Penalty: 3224.846191
	Iteration 40F: 3 clusters Score -1078330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1078337.500000 Penalty: 3224.846191
	Iteration 41Q: 3 clusters Score -1078338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1078350.625000 Penalty: 3224.846191
	Iteration 42Q: 3 clusters Score -1078351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1078362.875000 Penalty: 3224.846191
	Iteration 43Q: 3 clusters Score -1078363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1078366.375000 Penalty: 3224.846191
	Iteration 44Q: 3 clusters Score -1078366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1078371.000000 Penalty: 3224.846191
	Iteration 45Q: 3 clusters Score -1078371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1078373.875000 Penalty: 3224.846191
	Iteration 46Q: 3 clusters Score -1078374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1078381.125000 Penalty: 3224.846191
	Iteration 47Q: 3 clusters Score -1078381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1078384.500000 Penalty: 3224.846191
	Iteration 48Q: 3 clusters Score -1078384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1078391.750000 Penalty: 3224.846191
	Iteration 49Q: 3 clusters Score -1078392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1078397.625000 Penalty: 3224.846191
	Iteration 50Q: 3 clusters Score -1078398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1078403.750000 Penalty: 3224.846191
	Iteration 51Q: 3 clusters Score -1078404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1078413.875000 Penalty: 3224.846191
	Iteration 52Q: 3 clusters Score -1078414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1078418.625000 Penalty: 3224.846191
	Iteration 53Q: 3 clusters Score -1078419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1078425.000000 Penalty: 3224.846191
	Iteration 54Q: 3 clusters Score -1078425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1078433.875000 Penalty: 3224.846191
	Iteration 55Q: 3 clusters Score -1078434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1078442.750000 Penalty: 3224.846191
	Iteration 56Q: 3 clusters Score -1078443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1078445.000000 Penalty: 3224.846191
	Iteration 57Q: 3 clusters Score -1078445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1078451.000000 Penalty: 3224.846191
	Iteration 58Q: 3 clusters Score -1078451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1078454.625000 Penalty: 3224.846191
	Iteration 59Q: 3 clusters Score -1078455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1078461.750000 Penalty: 3224.846191
	Iteration 60F: 3 clusters Score -1078462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1078467.875000 Penalty: 3224.846191
	Iteration 61Q: 3 clusters Score -1078468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1078474.375000 Penalty: 3224.846191
	Iteration 62Q: 3 clusters Score -1078474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1078475.750000 Penalty: 3224.846191
	Iteration 63Q: 3 clusters Score -1078476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1078477.750000 Penalty: 3224.846191
	Iteration 64Q: 3 clusters Score -1078478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1078482.375000 Penalty: 3224.846191
	Iteration 65Q: 3 clusters Score -1078482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1078484.500000 Penalty: 3224.846191
	Iteration 66Q: 3 clusters Score -1078484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1078484.750000 Penalty: 3224.846191
	Iteration 67Q: 3 clusters Score -1078485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1078485.250000 Penalty: 3224.846191
	Iteration 68Q: 3 clusters Score -1078485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1078487.250000 Penalty: 3224.846191
	Iteration 69Q: 3 clusters Score -1078487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1078488.500000 Penalty: 3224.846191
	Iteration 70Q: 3 clusters Score -1078488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1078490.500000 Penalty: 3224.846191
	Iteration 71Q: 3 clusters Score -1078490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1078488.125000 Penalty: 3224.846191
	Iteration 72Q: 3 clusters Score -1078488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1078490.125000 Penalty: 3224.846191
	Iteration 73Q: 3 clusters Score -1078490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1078492.375000 Penalty: 3224.846191
	Iteration 74Q: 3 clusters Score -1078492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1078490.875000 Penalty: 3224.846191
	Iteration 75Q: 3 clusters Score -1078491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1078494.000000 Penalty: 3224.846191
	Iteration 76Q: 3 clusters Score -1078494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1078494.250000 Penalty: 3224.846191
	Iteration 77Q: 3 clusters Score -1078494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1078496.625000 Penalty: 3224.846191
	Iteration 78Q: 3 clusters Score -1078497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1078498.875000 Penalty: 3224.846191
	Iteration 79Q: 3 clusters Score -1078499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1078500.875000 Penalty: 3224.846191
	Iteration 80F: 3 clusters Score -1078501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1078503.500000 Penalty: 3224.846191
	Iteration 81Q: 3 clusters Score -1078504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1078504.875000 Penalty: 3224.846191
	Iteration 82Q: 3 clusters Score -1078505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1078505.500000 Penalty: 3224.846191
	Iteration 83Q: 3 clusters Score -1078506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1078505.875000 Penalty: 3224.846191
	Iteration 84Q: 3 clusters Score -1078506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1078504.875000 Penalty: 3224.846191
	Iteration 85Q: 3 clusters Score -1078505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1078504.875000 Penalty: 3224.846191
	Iteration 86F: 3 clusters Score -1078505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Entering Unmasked Estep 
Score: -941058.375000 Penalty: 1589.922852
	Iteration 0F: 2 clusters Score -941058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -928912.000000 Penalty: 3179.845703
	Iteration 0F: 3 clusters Score -928912 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -933528.500000 Penalty: 3179.845703
	Iteration 1F: 3 clusters Score -933528.5 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -934104.375000 Penalty: 3179.845703
	Iteration 2F: 3 clusters Score -934104.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -934726.687500 Penalty: 3179.845703
	Iteration 3F: 3 clusters Score -934726.7 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -935499.750000 Penalty: 3179.845703
	Iteration 4F: 3 clusters Score -935499.8 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -936393.687500 Penalty: 3179.845703
	Iteration 5F: 3 clusters Score -936393.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -937240.937500 Penalty: 3179.845703
	Iteration 6F: 3 clusters Score -937240.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -937977.687500 Penalty: 3179.845703
	Iteration 7Q: 3 clusters Score -937977.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -938462.750000 Penalty: 3179.845703
	Iteration 8Q: 3 clusters Score -938462.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -938741.437500 Penalty: 3179.845703
	Iteration 9Q: 3 clusters Score -938741.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -938943.875000 Penalty: 3179.845703
	Iteration 10Q: 3 clusters Score -938943.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -939075.062500 Penalty: 3179.845703
	Iteration 11Q: 3 clusters Score -939075.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -939160.875000 Penalty: 3179.845703
	Iteration 12Q: 3 clusters Score -939160.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -939224.625000 Penalty: 3179.845703
	Iteration 13Q: 3 clusters Score -939224.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -939285.750000 Penalty: 3179.845703
	Iteration 14Q: 3 clusters Score -939285.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -939345.812500 Penalty: 3179.845703
	Iteration 15Q: 3 clusters Score -939345.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -939387.562500 Penalty: 3179.845703
	Iteration 16Q: 3 clusters Score -939387.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -939418.625000 Penalty: 3179.845703
	Iteration 17Q: 3 clusters Score -939418.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -939449.875000 Penalty: 3179.845703
	Iteration 18Q: 3 clusters Score -939449.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -939469.500000 Penalty: 3179.845703
	Iteration 19Q: 3 clusters Score -939469.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -939492.875000 Penalty: 3179.845703
	Iteration 20F: 3 clusters Score -939492.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -939518.875000 Penalty: 3179.845703
	Iteration 21Q: 3 clusters Score -939518.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -939536.375000 Penalty: 3179.845703
	Iteration 22Q: 3 clusters Score -939536.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -939556.562500 Penalty: 3179.845703
	Iteration 23Q: 3 clusters Score -939556.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -939573.750000 Penalty: 3179.845703
	Iteration 24Q: 3 clusters Score -939573.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -939587.562500 Penalty: 3179.845703
	Iteration 25Q: 3 clusters Score -939587.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -939596.250000 Penalty: 3179.845703
	Iteration 26Q: 3 clusters Score -939596.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -939603.250000 Penalty: 3179.845703
	Iteration 27Q: 3 clusters Score -939603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -939604.937500 Penalty: 3179.845703
	Iteration 28Q: 3 clusters Score -939604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -939613.000000 Penalty: 3179.845703
	Iteration 29Q: 3 clusters Score -939613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -939616.875000 Penalty: 3179.845703
	Iteration 30Q: 3 clusters Score -939616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -939620.062500 Penalty: 3179.845703
	Iteration 31Q: 3 clusters Score -939620.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -939621.625000 Penalty: 3179.845703
	Iteration 32Q: 3 clusters Score -939621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -939627.750000 Penalty: 3179.845703
	Iteration 33Q: 3 clusters Score -939627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -939630.250000 Penalty: 3179.845703
	Iteration 34Q: 3 clusters Score -939630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -939630.562500 Penalty: 3179.845703
	Iteration 35Q: 3 clusters Score -939630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -939630.937500 Penalty: 3179.845703
	Iteration 36Q: 3 clusters Score -939630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -939631.062500 Penalty: 3179.845703
	Iteration 37Q: 3 clusters Score -939631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -939631.062500 Penalty: 3179.845703
	Iteration 38F: 3 clusters Score -939631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -184682.406250 Penalty: 1335.684326
	Iteration 0F: 2 clusters Score -184682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -181484.484375 Penalty: 2671.368652
	Iteration 0F: 3 clusters Score -181484.5 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -182253.031250 Penalty: 2671.368652
	Iteration 1F: 3 clusters Score -182253 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -182394.109375 Penalty: 2671.368652
	Iteration 2F: 3 clusters Score -182394.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -182490.437500 Penalty: 2671.368652
	Iteration 3Q: 3 clusters Score -182490.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -182571.140625 Penalty: 2671.368652
	Iteration 4Q: 3 clusters Score -182571.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -182649.812500 Penalty: 2671.368652
	Iteration 5Q: 3 clusters Score -182649.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -182732.203125 Penalty: 2671.368652
	Iteration 6Q: 3 clusters Score -182732.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -182803.968750 Penalty: 2671.368652
	Iteration 7Q: 3 clusters Score -182804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -182868.140625 Penalty: 2671.368652
	Iteration 8Q: 3 clusters Score -182868.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -182920.421875 Penalty: 2671.368652
	Iteration 9Q: 3 clusters Score -182920.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -182973.343750 Penalty: 2671.368652
	Iteration 10Q: 3 clusters Score -182973.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -183035.828125 Penalty: 2671.368652
	Iteration 11Q: 3 clusters Score -183035.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -183100.500000 Penalty: 2671.368652
	Iteration 12Q: 3 clusters Score -183100.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183171.921875 Penalty: 2671.368652
	Iteration 13Q: 3 clusters Score -183171.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183234.843750 Penalty: 2671.368652
	Iteration 14Q: 3 clusters Score -183234.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183282.703125 Penalty: 2671.368652
	Iteration 15Q: 3 clusters Score -183282.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183331.578125 Penalty: 2671.368652
	Iteration 16Q: 3 clusters Score -183331.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -183360.656250 Penalty: 2671.368652
	Iteration 17Q: 3 clusters Score -183360.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183390.156250 Penalty: 2671.368652
	Iteration 18Q: 3 clusters Score -183390.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183411.781250 Penalty: 2671.368652
	Iteration 19Q: 3 clusters Score -183411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -183428.718750 Penalty: 2671.368652
	Iteration 20F: 3 clusters Score -183428.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183446.125000 Penalty: 2671.368652
	Iteration 21Q: 3 clusters Score -183446.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -183464.968750 Penalty: 2671.368652
	Iteration 22Q: 3 clusters Score -183465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -183478.937500 Penalty: 2671.368652
	Iteration 23Q: 3 clusters Score -183478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -183490.625000 Penalty: 2671.368652
	Iteration 24Q: 3 clusters Score -183490.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -183504.765625 Penalty: 2671.368652
	Iteration 25Q: 3 clusters Score -183504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -183514.390625 Penalty: 2671.368652
	Iteration 26Q: 3 clusters Score -183514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -183518.859375 Penalty: 2671.368652
	Iteration 27Q: 3 clusters Score -183518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -183522.343750 Penalty: 2671.368652
	Iteration 28Q: 3 clusters Score -183522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -183524.421875 Penalty: 2671.368652
	Iteration 29Q: 3 clusters Score -183524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183524.656250 Penalty: 2671.368652
	Iteration 30Q: 3 clusters Score -183524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183524.656250 Penalty: 2671.368652
	Iteration 31F: 3 clusters Score -183524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (205697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205697 members 
Entering Unmasked Estep 
Score: -10731358.000000 Penalty: 1988.050903
	Iteration 0F: 2 clusters Score -1.073136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -10592845.000000 Penalty: 3976.101807
	Iteration 0F: 3 clusters Score -1.059284e+07 nChanged 99576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -10652096.000000 Penalty: 3976.101807
	Iteration 1F: 3 clusters Score -1.06521e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -10653637.000000 Penalty: 3976.101807
	Iteration 2Q: 3 clusters Score -1.065364e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -10655879.000000 Penalty: 3976.101807
	Iteration 3Q: 3 clusters Score -1.065588e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -10659079.000000 Penalty: 3976.101807
	Iteration 4Q: 3 clusters Score -1.065908e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -10663569.000000 Penalty: 3976.101807
	Iteration 5Q: 3 clusters Score -1.066357e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -10668788.000000 Penalty: 3976.101807
	Iteration 6F: 3 clusters Score -1.066879e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -10674158.000000 Penalty: 3976.101807
	Iteration 7F: 3 clusters Score -1.067416e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -10679343.000000 Penalty: 3976.101807
	Iteration 8F: 3 clusters Score -1.067934e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -10683988.000000 Penalty: 3976.101807
	Iteration 9Q: 3 clusters Score -1.068399e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
Score: -10688224.000000 Penalty: 3976.101807
	Iteration 10Q: 3 clusters Score -1.068822e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -10691831.000000 Penalty: 3976.101807
	Iteration 11Q: 3 clusters Score -1.069183e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 133979 members 
Entering Unmasked Estep 
Score: -10695085.000000 Penalty: 3976.101807
	Iteration 12Q: 3 clusters Score -1.069508e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -10698126.000000 Penalty: 3976.101807
	Iteration 13Q: 3 clusters Score -1.069813e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -10701488.000000 Penalty: 3976.101807
	Iteration 14Q: 3 clusters Score -1.070149e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -10705294.000000 Penalty: 3976.101807
	Iteration 15Q: 3 clusters Score -1.070529e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -10709359.000000 Penalty: 3976.101807
	Iteration 16Q: 3 clusters Score -1.070936e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -10713432.000000 Penalty: 3976.101807
	Iteration 17Q: 3 clusters Score -1.071343e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -10717274.000000 Penalty: 3976.101807
	Iteration 18Q: 3 clusters Score -1.071727e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -10720747.000000 Penalty: 3976.101807
	Iteration 19Q: 3 clusters Score -1.072075e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 192699 members 
Entering Unmasked Estep 
Score: -10723504.000000 Penalty: 3976.101807
	Iteration 20F: 3 clusters Score -1.07235e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 196526 members 
Entering Unmasked Estep 
Score: -10725468.000000 Penalty: 3976.101807
	Iteration 21Q: 3 clusters Score -1.072547e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 199278 members 
Entering Unmasked Estep 
Score: -10726845.000000 Penalty: 3976.101807
	Iteration 22Q: 3 clusters Score -1.072684e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 201190 members 
Entering Unmasked Estep 
Score: -10727765.000000 Penalty: 3976.101807
	Iteration 23Q: 3 clusters Score -1.072776e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 202418 members 
Entering Unmasked Estep 
Score: -10728402.000000 Penalty: 3976.101807
	Iteration 24Q: 3 clusters Score -1.07284e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 203221 members 
Entering Unmasked Estep 
Score: -10728802.000000 Penalty: 3976.101807
	Iteration 25Q: 3 clusters Score -1.07288e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 203777 members 
Entering Unmasked Estep 
Score: -10729082.000000 Penalty: 3976.101807
	Iteration 26Q: 3 clusters Score -1.072908e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 204112 members 
Entering Unmasked Estep 
Score: -10729257.000000 Penalty: 3976.101807
	Iteration 27Q: 3 clusters Score -1.072926e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 204376 members 
Entering Unmasked Estep 
Score: -10729425.000000 Penalty: 3976.101807
	Iteration 28Q: 3 clusters Score -1.072942e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -10729499.000000 Penalty: 3976.101807
	Iteration 29Q: 3 clusters Score -1.07295e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 204617 members 
Entering Unmasked Estep 
Score: -10729547.000000 Penalty: 3976.101807
	Iteration 30Q: 3 clusters Score -1.072955e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 204686 members 
Entering Unmasked Estep 
Score: -10729590.000000 Penalty: 3976.101807
	Iteration 31Q: 3 clusters Score -1.072959e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 204748 members 
Entering Unmasked Estep 
Score: -10729606.000000 Penalty: 3976.101807
	Iteration 32Q: 3 clusters Score -1.072961e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 204788 members 
Entering Unmasked Estep 
Score: -10729637.000000 Penalty: 3976.101807
	Iteration 33Q: 3 clusters Score -1.072964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 204821 members 
Entering Unmasked Estep 
Score: -10729643.000000 Penalty: 3976.101807
	Iteration 34Q: 3 clusters Score -1.072964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 204846 members 
Entering Unmasked Estep 
Score: -10729671.000000 Penalty: 3976.101807
	Iteration 35Q: 3 clusters Score -1.072967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 204865 members 
Entering Unmasked Estep 
Score: -10729679.000000 Penalty: 3976.101807
	Iteration 36Q: 3 clusters Score -1.072968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 204883 members 
Entering Unmasked Estep 
Score: -10729668.000000 Penalty: 3976.101807
	Iteration 37Q: 3 clusters Score -1.072967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 204905 members 
Entering Unmasked Estep 
Score: -10729694.000000 Penalty: 3976.101807
	Iteration 38Q: 3 clusters Score -1.072969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 204924 members 
Entering Unmasked Estep 
Score: -10729721.000000 Penalty: 3976.101807
	Iteration 39Q: 3 clusters Score -1.072972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 204941 members 
Entering Unmasked Estep 
Score: -10729739.000000 Penalty: 3976.101807
	Iteration 40F: 3 clusters Score -1.072974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 204952 members 
Entering Unmasked Estep 
Score: -10729744.000000 Penalty: 3976.101807
	Iteration 41Q: 3 clusters Score -1.072974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 204963 members 
Entering Unmasked Estep 
Score: -10729759.000000 Penalty: 3976.101807
	Iteration 42Q: 3 clusters Score -1.072976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -10729761.000000 Penalty: 3976.101807
	Iteration 43Q: 3 clusters Score -1.072976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 204983 members 
Entering Unmasked Estep 
Score: -10729768.000000 Penalty: 3976.101807
	Iteration 44Q: 3 clusters Score -1.072977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -10729774.000000 Penalty: 3976.101807
	Iteration 45Q: 3 clusters Score -1.072977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 204991 members 
Entering Unmasked Estep 
Score: -10729776.000000 Penalty: 3976.101807
	Iteration 46Q: 3 clusters Score -1.072978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 204991 members 
Entering Unmasked Estep 
Score: -10729776.000000 Penalty: 3976.101807
	Iteration 47Q: 3 clusters Score -1.072978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 204993 members 
Entering Unmasked Estep 
Score: -10729778.000000 Penalty: 3976.101807
	Iteration 48Q: 3 clusters Score -1.072978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 204992 members 
Entering Unmasked Estep 
Score: -10729777.000000 Penalty: 3976.101807
	Iteration 49Q: 3 clusters Score -1.072978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 204991 members 
Entering Unmasked Estep 
Score: -10729777.000000 Penalty: 3976.101807
	Iteration 50Q: 3 clusters Score -1.072978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 204994 members 
Entering Unmasked Estep 
Score: -10729777.000000 Penalty: 3976.101807
	Iteration 51Q: 3 clusters Score -1.072978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 204997 members 
Entering Unmasked Estep 
Score: -10729781.000000 Penalty: 3976.101807
	Iteration 52Q: 3 clusters Score -1.072978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 204996 members 
Entering Unmasked Estep 
Score: -10729785.000000 Penalty: 3976.101807
	Iteration 53Q: 3 clusters Score -1.072978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 204995 members 
Entering Unmasked Estep 
Score: -10729782.000000 Penalty: 3976.101807
	Iteration 54Q: 3 clusters Score -1.072978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 204997 members 
Entering Unmasked Estep 
Score: -10729784.000000 Penalty: 3976.101807
	Iteration 55Q: 3 clusters Score -1.072978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 205001 members 
Entering Unmasked Estep 
Score: -10729790.000000 Penalty: 3976.101807
	Iteration 56Q: 3 clusters Score -1.072979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 205004 members 
Entering Unmasked Estep 
Score: -10729791.000000 Penalty: 3976.101807
	Iteration 57Q: 3 clusters Score -1.072979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 205005 members 
Entering Unmasked Estep 
Score: -10729794.000000 Penalty: 3976.101807
	Iteration 58Q: 3 clusters Score -1.072979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 205007 members 
Entering Unmasked Estep 
Score: -10729794.000000 Penalty: 3976.101807
	Iteration 59Q: 3 clusters Score -1.072979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 205009 members 
Entering Unmasked Estep 
Score: -10729800.000000 Penalty: 3976.101807
	Iteration 60F: 3 clusters Score -1.07298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 205011 members 
Entering Unmasked Estep 
Score: -10729807.000000 Penalty: 3976.101807
	Iteration 61Q: 3 clusters Score -1.072981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -10729803.000000 Penalty: 3976.101807
	Iteration 62Q: 3 clusters Score -1.07298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 205015 members 
Entering Unmasked Estep 
Score: -10729805.000000 Penalty: 3976.101807
	Iteration 63Q: 3 clusters Score -1.07298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 205017 members 
Entering Unmasked Estep 
Score: -10729807.000000 Penalty: 3976.101807
	Iteration 64Q: 3 clusters Score -1.072981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 205017 members 
Entering Unmasked Estep 
Score: -10729807.000000 Penalty: 3976.101807
	Iteration 65F: 3 clusters Score -1.072981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -304488.312500 Penalty: 1419.496704
	Iteration 0F: 2 clusters Score -304488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -299803.718750 Penalty: 2838.993408
	Iteration 0F: 3 clusters Score -299803.7 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -301136.750000 Penalty: 2838.993408
	Iteration 1F: 3 clusters Score -301136.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -301302.968750 Penalty: 2838.993408
	Iteration 2F: 3 clusters Score -301303 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -301436.031250 Penalty: 2838.993408
	Iteration 3Q: 3 clusters Score -301436 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -301571.843750 Penalty: 2838.993408
	Iteration 4Q: 3 clusters Score -301571.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -301699.468750 Penalty: 2838.993408
	Iteration 5Q: 3 clusters Score -301699.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -301842.656250 Penalty: 2838.993408
	Iteration 6Q: 3 clusters Score -301842.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -302031.437500 Penalty: 2838.993408
	Iteration 7Q: 3 clusters Score -302031.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -302257.593750 Penalty: 2838.993408
	Iteration 8Q: 3 clusters Score -302257.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -302454.468750 Penalty: 2838.993408
	Iteration 9Q: 3 clusters Score -302454.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -302630.343750 Penalty: 2838.993408
	Iteration 10Q: 3 clusters Score -302630.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -302771.468750 Penalty: 2838.993408
	Iteration 11Q: 3 clusters Score -302771.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -302895.000000 Penalty: 2838.993408
	Iteration 12Q: 3 clusters Score -302895 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -303004.937500 Penalty: 2838.993408
	Iteration 13Q: 3 clusters Score -303004.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -303101.187500 Penalty: 2838.993408
	Iteration 14Q: 3 clusters Score -303101.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -303194.312500 Penalty: 2838.993408
	Iteration 15Q: 3 clusters Score -303194.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -303287.250000 Penalty: 2838.993408
	Iteration 16Q: 3 clusters Score -303287.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -303363.687500 Penalty: 2838.993408
	Iteration 17Q: 3 clusters Score -303363.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -303419.750000 Penalty: 2838.993408
	Iteration 18Q: 3 clusters Score -303419.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -303461.062500 Penalty: 2838.993408
	Iteration 19Q: 3 clusters Score -303461.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -303499.937500 Penalty: 2838.993408
	Iteration 20F: 3 clusters Score -303499.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -303528.250000 Penalty: 2838.993408
	Iteration 21Q: 3 clusters Score -303528.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -303548.250000 Penalty: 2838.993408
	Iteration 22Q: 3 clusters Score -303548.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -303570.406250 Penalty: 2838.993408
	Iteration 23Q: 3 clusters Score -303570.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -303586.187500 Penalty: 2838.993408
	Iteration 24Q: 3 clusters Score -303586.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -303596.437500 Penalty: 2838.993408
	Iteration 25Q: 3 clusters Score -303596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -303601.937500 Penalty: 2838.993408
	Iteration 26Q: 3 clusters Score -303601.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -303607.875000 Penalty: 2838.993408
	Iteration 27Q: 3 clusters Score -303607.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -303612.281250 Penalty: 2838.993408
	Iteration 28Q: 3 clusters Score -303612.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -303616.593750 Penalty: 2838.993408
	Iteration 29Q: 3 clusters Score -303616.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -303619.000000 Penalty: 2838.993408
	Iteration 30Q: 3 clusters Score -303619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -303620.093750 Penalty: 2838.993408
	Iteration 31Q: 3 clusters Score -303620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -303621.875000 Penalty: 2838.993408
	Iteration 32Q: 3 clusters Score -303621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -303622.781250 Penalty: 2838.993408
	Iteration 33Q: 3 clusters Score -303622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -303626.000000 Penalty: 2838.993408
	Iteration 34Q: 3 clusters Score -303626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -303628.281250 Penalty: 2838.993408
	Iteration 35Q: 3 clusters Score -303628.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -303632.062500 Penalty: 2838.993408
	Iteration 36Q: 3 clusters Score -303632.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -303636.875000 Penalty: 2838.993408
	Iteration 37Q: 3 clusters Score -303636.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -303643.500000 Penalty: 2838.993408
	Iteration 38Q: 3 clusters Score -303643.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -303650.593750 Penalty: 2838.993408
	Iteration 39Q: 3 clusters Score -303650.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -303654.625000 Penalty: 2838.993408
	Iteration 40F: 3 clusters Score -303654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303657.843750 Penalty: 2838.993408
	Iteration 41Q: 3 clusters Score -303657.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -303661.968750 Penalty: 2838.993408
	Iteration 42Q: 3 clusters Score -303662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -303664.812500 Penalty: 2838.993408
	Iteration 43Q: 3 clusters Score -303664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -303668.125000 Penalty: 2838.993408
	Iteration 44Q: 3 clusters Score -303668.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -303671.906250 Penalty: 2838.993408
	Iteration 45Q: 3 clusters Score -303671.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -303676.468750 Penalty: 2838.993408
	Iteration 46Q: 3 clusters Score -303676.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -303680.562500 Penalty: 2838.993408
	Iteration 47Q: 3 clusters Score -303680.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -303685.218750 Penalty: 2838.993408
	Iteration 48Q: 3 clusters Score -303685.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -303691.468750 Penalty: 2838.993408
	Iteration 49Q: 3 clusters Score -303691.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -303697.625000 Penalty: 2838.993408
	Iteration 50Q: 3 clusters Score -303697.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -303705.906250 Penalty: 2838.993408
	Iteration 51Q: 3 clusters Score -303705.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -303713.625000 Penalty: 2838.993408
	Iteration 52Q: 3 clusters Score -303713.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -303720.781250 Penalty: 2838.993408
	Iteration 53Q: 3 clusters Score -303720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303726.656250 Penalty: 2838.993408
	Iteration 54Q: 3 clusters Score -303726.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -303733.531250 Penalty: 2838.993408
	Iteration 55Q: 3 clusters Score -303733.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303737.437500 Penalty: 2838.993408
	Iteration 56Q: 3 clusters Score -303737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -303740.531250 Penalty: 2838.993408
	Iteration 57Q: 3 clusters Score -303740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303744.312500 Penalty: 2838.993408
	Iteration 58Q: 3 clusters Score -303744.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303746.625000 Penalty: 2838.993408
	Iteration 59Q: 3 clusters Score -303746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303749.031250 Penalty: 2838.993408
	Iteration 60F: 3 clusters Score -303749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -303751.531250 Penalty: 2838.993408
	Iteration 61Q: 3 clusters Score -303751.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -303754.781250 Penalty: 2838.993408
	Iteration 62Q: 3 clusters Score -303754.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303757.437500 Penalty: 2838.993408
	Iteration 63Q: 3 clusters Score -303757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -303760.343750 Penalty: 2838.993408
	Iteration 64Q: 3 clusters Score -303760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -303763.125000 Penalty: 2838.993408
	Iteration 65Q: 3 clusters Score -303763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303767.000000 Penalty: 2838.993408
	Iteration 66Q: 3 clusters Score -303767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303770.562500 Penalty: 2838.993408
	Iteration 67Q: 3 clusters Score -303770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -303774.468750 Penalty: 2838.993408
	Iteration 68Q: 3 clusters Score -303774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303775.937500 Penalty: 2838.993408
	Iteration 69Q: 3 clusters Score -303775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303776.406250 Penalty: 2838.993408
	Iteration 70Q: 3 clusters Score -303776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303779.531250 Penalty: 2838.993408
	Iteration 71Q: 3 clusters Score -303779.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -303781.843750 Penalty: 2838.993408
	Iteration 72Q: 3 clusters Score -303781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -303783.937500 Penalty: 2838.993408
	Iteration 73Q: 3 clusters Score -303783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -303785.906250 Penalty: 2838.993408
	Iteration 74Q: 3 clusters Score -303785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -303788.156250 Penalty: 2838.993408
	Iteration 75Q: 3 clusters Score -303788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -303789.250000 Penalty: 2838.993408
	Iteration 76Q: 3 clusters Score -303789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -303789.281250 Penalty: 2838.993408
	Iteration 77Q: 3 clusters Score -303789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -303790.375000 Penalty: 2838.993408
	Iteration 78Q: 3 clusters Score -303790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -303790.906250 Penalty: 2838.993408
	Iteration 79Q: 3 clusters Score -303790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -303791.656250 Penalty: 2838.993408
	Iteration 80F: 3 clusters Score -303791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -303792.375000 Penalty: 2838.993408
	Iteration 81Q: 3 clusters Score -303792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -303794.718750 Penalty: 2838.993408
	Iteration 82Q: 3 clusters Score -303794.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -303797.625000 Penalty: 2838.993408
	Iteration 83Q: 3 clusters Score -303797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -303799.812500 Penalty: 2838.993408
	Iteration 84Q: 3 clusters Score -303799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -303801.156250 Penalty: 2838.993408
	Iteration 85Q: 3 clusters Score -303801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -303801.718750 Penalty: 2838.993408
	Iteration 86Q: 3 clusters Score -303801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -303802.156250 Penalty: 2838.993408
	Iteration 87Q: 3 clusters Score -303802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -303803.156250 Penalty: 2838.993408
	Iteration 88Q: 3 clusters Score -303803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -303804.156250 Penalty: 2838.993408
	Iteration 89Q: 3 clusters Score -303804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303804.500000 Penalty: 2838.993408
	Iteration 90Q: 3 clusters Score -303804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -303805.500000 Penalty: 2838.993408
	Iteration 91Q: 3 clusters Score -303805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303806.531250 Penalty: 2838.993408
	Iteration 92Q: 3 clusters Score -303806.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303809.062500 Penalty: 2838.993408
	Iteration 93Q: 3 clusters Score -303809.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -303810.531250 Penalty: 2838.993408
	Iteration 94Q: 3 clusters Score -303810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -303814.156250 Penalty: 2838.993408
	Iteration 95Q: 3 clusters Score -303814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303818.343750 Penalty: 2838.993408
	Iteration 96Q: 3 clusters Score -303818.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -303824.375000 Penalty: 2838.993408
	Iteration 97Q: 3 clusters Score -303824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -303829.812500 Penalty: 2838.993408
	Iteration 98Q: 3 clusters Score -303829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303844.125000 Penalty: 2838.993408
	Iteration 99Q: 3 clusters Score -303844.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303856.187500 Penalty: 2838.993408
	Iteration 100F: 3 clusters Score -303856.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303870.156250 Penalty: 2838.993408
	Iteration 101Q: 3 clusters Score -303870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -303881.156250 Penalty: 2838.993408
	Iteration 102Q: 3 clusters Score -303881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -303893.718750 Penalty: 2838.993408
	Iteration 103Q: 3 clusters Score -303893.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -303908.218750 Penalty: 2838.993408
	Iteration 104Q: 3 clusters Score -303908.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -303919.906250 Penalty: 2838.993408
	Iteration 105Q: 3 clusters Score -303919.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -303929.781250 Penalty: 2838.993408
	Iteration 106Q: 3 clusters Score -303929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -303937.843750 Penalty: 2838.993408
	Iteration 107Q: 3 clusters Score -303937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -303943.062500 Penalty: 2838.993408
	Iteration 108Q: 3 clusters Score -303943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -303949.781250 Penalty: 2838.993408
	Iteration 109Q: 3 clusters Score -303949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -303951.718750 Penalty: 2838.993408
	Iteration 110Q: 3 clusters Score -303951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -303954.375000 Penalty: 2838.993408
	Iteration 111Q: 3 clusters Score -303954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -303957.125000 Penalty: 2838.993408
	Iteration 112Q: 3 clusters Score -303957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303957.593750 Penalty: 2838.993408
	Iteration 113Q: 3 clusters Score -303957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -303958.812500 Penalty: 2838.993408
	Iteration 114Q: 3 clusters Score -303958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -303959.531250 Penalty: 2838.993408
	Iteration 115Q: 3 clusters Score -303959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -303960.750000 Penalty: 2838.993408
	Iteration 116Q: 3 clusters Score -303960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -303962.062500 Penalty: 2838.993408
	Iteration 117Q: 3 clusters Score -303962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -303965.656250 Penalty: 2838.993408
	Iteration 118Q: 3 clusters Score -303965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -303968.281250 Penalty: 2838.993408
	Iteration 119Q: 3 clusters Score -303968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -303969.343750 Penalty: 2838.993408
	Iteration 120F: 3 clusters Score -303969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -303970.906250 Penalty: 2838.993408
	Iteration 121Q: 3 clusters Score -303970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -303972.750000 Penalty: 2838.993408
	Iteration 122Q: 3 clusters Score -303972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -303973.812500 Penalty: 2838.993408
	Iteration 123Q: 3 clusters Score -303973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -303976.093750 Penalty: 2838.993408
	Iteration 124Q: 3 clusters Score -303976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -303976.125000 Penalty: 2838.993408
	Iteration 125Q: 3 clusters Score -303976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -303977.625000 Penalty: 2838.993408
	Iteration 126Q: 3 clusters Score -303977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -303977.625000 Penalty: 2838.993408
	Iteration 127F: 3 clusters Score -303977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -428009.656250 Penalty: 1462.538452
	Iteration 0F: 2 clusters Score -428009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -422077.000000 Penalty: 2925.076904
	Iteration 0F: 3 clusters Score -422077 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -423889.562500 Penalty: 2925.076904
	Iteration 1F: 3 clusters Score -423889.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -424096.250000 Penalty: 2925.076904
	Iteration 2F: 3 clusters Score -424096.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -424265.312500 Penalty: 2925.076904
	Iteration 3Q: 3 clusters Score -424265.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -424402.968750 Penalty: 2925.076904
	Iteration 4Q: 3 clusters Score -424403 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -424549.218750 Penalty: 2925.076904
	Iteration 5Q: 3 clusters Score -424549.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -424707.968750 Penalty: 2925.076904
	Iteration 6Q: 3 clusters Score -424708 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -424893.406250 Penalty: 2925.076904
	Iteration 7Q: 3 clusters Score -424893.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -425119.718750 Penalty: 2925.076904
	Iteration 8Q: 3 clusters Score -425119.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -425390.875000 Penalty: 2925.076904
	Iteration 9Q: 3 clusters Score -425390.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -425634.250000 Penalty: 2925.076904
	Iteration 10Q: 3 clusters Score -425634.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -425831.187500 Penalty: 2925.076904
	Iteration 11Q: 3 clusters Score -425831.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -426009.125000 Penalty: 2925.076904
	Iteration 12Q: 3 clusters Score -426009.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -426182.437500 Penalty: 2925.076904
	Iteration 13Q: 3 clusters Score -426182.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -426330.781250 Penalty: 2925.076904
	Iteration 14Q: 3 clusters Score -426330.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -426441.562500 Penalty: 2925.076904
	Iteration 15Q: 3 clusters Score -426441.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -426519.343750 Penalty: 2925.076904
	Iteration 16Q: 3 clusters Score -426519.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -426579.468750 Penalty: 2925.076904
	Iteration 17Q: 3 clusters Score -426579.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -426630.375000 Penalty: 2925.076904
	Iteration 18Q: 3 clusters Score -426630.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -426664.843750 Penalty: 2925.076904
	Iteration 19Q: 3 clusters Score -426664.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -426683.312500 Penalty: 2925.076904
	Iteration 20F: 3 clusters Score -426683.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -426698.218750 Penalty: 2925.076904
	Iteration 21Q: 3 clusters Score -426698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -426708.343750 Penalty: 2925.076904
	Iteration 22Q: 3 clusters Score -426708.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -426720.031250 Penalty: 2925.076904
	Iteration 23Q: 3 clusters Score -426720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -426727.406250 Penalty: 2925.076904
	Iteration 24Q: 3 clusters Score -426727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -426730.125000 Penalty: 2925.076904
	Iteration 25Q: 3 clusters Score -426730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -426736.031250 Penalty: 2925.076904
	Iteration 26Q: 3 clusters Score -426736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -426740.281250 Penalty: 2925.076904
	Iteration 27Q: 3 clusters Score -426740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -426741.312500 Penalty: 2925.076904
	Iteration 28Q: 3 clusters Score -426741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -426742.937500 Penalty: 2925.076904
	Iteration 29Q: 3 clusters Score -426742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -426742.937500 Penalty: 2925.076904
	Iteration 30F: 3 clusters Score -426742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -577021.687500 Penalty: 1512.978760
	Iteration 0F: 2 clusters Score -577021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -569188.687500 Penalty: 3025.957520
	Iteration 0F: 3 clusters Score -569188.7 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -571678.687500 Penalty: 3025.957520
	Iteration 1F: 3 clusters Score -571678.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -571896.625000 Penalty: 3025.957520
	Iteration 2F: 3 clusters Score -571896.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -572071.875000 Penalty: 3025.957520
	Iteration 3Q: 3 clusters Score -572071.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -572237.875000 Penalty: 3025.957520
	Iteration 4Q: 3 clusters Score -572237.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -572399.250000 Penalty: 3025.957520
	Iteration 5Q: 3 clusters Score -572399.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -572610.750000 Penalty: 3025.957520
	Iteration 6Q: 3 clusters Score -572610.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -572892.437500 Penalty: 3025.957520
	Iteration 7Q: 3 clusters Score -572892.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -573189.812500 Penalty: 3025.957520
	Iteration 8Q: 3 clusters Score -573189.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -573549.250000 Penalty: 3025.957520
	Iteration 9Q: 3 clusters Score -573549.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -573991.125000 Penalty: 3025.957520
	Iteration 10F: 3 clusters Score -573991.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -574488.687500 Penalty: 3025.957520
	Iteration 11Q: 3 clusters Score -574488.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -574891.812500 Penalty: 3025.957520
	Iteration 12Q: 3 clusters Score -574891.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -575184.000000 Penalty: 3025.957520
	Iteration 13Q: 3 clusters Score -575184 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -575385.062500 Penalty: 3025.957520
	Iteration 14Q: 3 clusters Score -575385.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -575526.000000 Penalty: 3025.957520
	Iteration 15Q: 3 clusters Score -575526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -575615.500000 Penalty: 3025.957520
	Iteration 16Q: 3 clusters Score -575615.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -575669.562500 Penalty: 3025.957520
	Iteration 17Q: 3 clusters Score -575669.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -575713.875000 Penalty: 3025.957520
	Iteration 18Q: 3 clusters Score -575713.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -575740.312500 Penalty: 3025.957520
	Iteration 19Q: 3 clusters Score -575740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -575763.625000 Penalty: 3025.957520
	Iteration 20F: 3 clusters Score -575763.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -575794.500000 Penalty: 3025.957520
	Iteration 21Q: 3 clusters Score -575794.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -575817.250000 Penalty: 3025.957520
	Iteration 22Q: 3 clusters Score -575817.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -575847.875000 Penalty: 3025.957520
	Iteration 23Q: 3 clusters Score -575847.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -575866.187500 Penalty: 3025.957520
	Iteration 24Q: 3 clusters Score -575866.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -575881.437500 Penalty: 3025.957520
	Iteration 25Q: 3 clusters Score -575881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -575892.125000 Penalty: 3025.957520
	Iteration 26Q: 3 clusters Score -575892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -575899.500000 Penalty: 3025.957520
	Iteration 27Q: 3 clusters Score -575899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -575900.875000 Penalty: 3025.957520
	Iteration 28Q: 3 clusters Score -575900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -575903.125000 Penalty: 3025.957520
	Iteration 29Q: 3 clusters Score -575903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -575905.875000 Penalty: 3025.957520
	Iteration 30Q: 3 clusters Score -575905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -575907.750000 Penalty: 3025.957520
	Iteration 31Q: 3 clusters Score -575907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -575908.062500 Penalty: 3025.957520
	Iteration 32Q: 3 clusters Score -575908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -575910.500000 Penalty: 3025.957520
	Iteration 33Q: 3 clusters Score -575910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -575913.625000 Penalty: 3025.957520
	Iteration 34Q: 3 clusters Score -575913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -575914.062500 Penalty: 3025.957520
	Iteration 35Q: 3 clusters Score -575914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -575916.562500 Penalty: 3025.957520
	Iteration 36Q: 3 clusters Score -575916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -575918.250000 Penalty: 3025.957520
	Iteration 37Q: 3 clusters Score -575918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -575918.875000 Penalty: 3025.957520
	Iteration 38Q: 3 clusters Score -575918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -575919.937500 Penalty: 3025.957520
	Iteration 39Q: 3 clusters Score -575919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -575921.062500 Penalty: 3025.957520
	Iteration 40F: 3 clusters Score -575921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -575921.562500 Penalty: 3025.957520
	Iteration 41Q: 3 clusters Score -575921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -575921.562500 Penalty: 3025.957520
	Iteration 42Q: 3 clusters Score -575921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -575922.625000 Penalty: 3025.957520
	Iteration 43Q: 3 clusters Score -575922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -575924.000000 Penalty: 3025.957520
	Iteration 44Q: 3 clusters Score -575924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -575923.625000 Penalty: 3025.957520
	Iteration 45Q: 3 clusters Score -575923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -575923.937500 Penalty: 3025.957520
	Iteration 46Q: 3 clusters Score -575923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -575925.812500 Penalty: 3025.957520
	Iteration 47Q: 3 clusters Score -575925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -575926.062500 Penalty: 3025.957520
	Iteration 48Q: 3 clusters Score -575926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -575926.062500 Penalty: 3025.957520
	Iteration 49F: 3 clusters Score -575926.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Entering Unmasked Estep 
Score: -2545999.000000 Penalty: 1754.864746
	Iteration 0F: 2 clusters Score -2545999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2513273.000000 Penalty: 3509.729492
	Iteration 0F: 3 clusters Score -2513273 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2526087.000000 Penalty: 3509.729492
	Iteration 1F: 3 clusters Score -2526087 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2526689.000000 Penalty: 3509.729492
	Iteration 2Q: 3 clusters Score -2526689 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -2527652.500000 Penalty: 3509.729492
	Iteration 3Q: 3 clusters Score -2527652 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -2529189.500000 Penalty: 3509.729492
	Iteration 4F: 3 clusters Score -2529190 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -2531639.250000 Penalty: 3509.729492
	Iteration 5F: 3 clusters Score -2531639 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -2535156.250000 Penalty: 3509.729492
	Iteration 6F: 3 clusters Score -2535156 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -2538954.250000 Penalty: 3509.729492
	Iteration 7F: 3 clusters Score -2538954 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -2541827.000000 Penalty: 3509.729492
	Iteration 8F: 3 clusters Score -2541827 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -2543410.000000 Penalty: 3509.729492
	Iteration 9Q: 3 clusters Score -2543410 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -2544112.500000 Penalty: 3509.729492
	Iteration 10Q: 3 clusters Score -2544112 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -2544370.750000 Penalty: 3509.729492
	Iteration 11Q: 3 clusters Score -2544371 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -2544472.250000 Penalty: 3509.729492
	Iteration 12Q: 3 clusters Score -2544472 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -2544529.000000 Penalty: 3509.729492
	Iteration 13Q: 3 clusters Score -2544529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -2544557.500000 Penalty: 3509.729492
	Iteration 14Q: 3 clusters Score -2544558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -2544575.250000 Penalty: 3509.729492
	Iteration 15Q: 3 clusters Score -2544575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -2544592.750000 Penalty: 3509.729492
	Iteration 16Q: 3 clusters Score -2544593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -2544605.250000 Penalty: 3509.729492
	Iteration 17Q: 3 clusters Score -2544605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -2544617.250000 Penalty: 3509.729492
	Iteration 18Q: 3 clusters Score -2544617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -2544629.750000 Penalty: 3509.729492
	Iteration 19Q: 3 clusters Score -2544630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -2544639.750000 Penalty: 3509.729492
	Iteration 20F: 3 clusters Score -2544640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -2544645.250000 Penalty: 3509.729492
	Iteration 21Q: 3 clusters Score -2544645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -2544651.000000 Penalty: 3509.729492
	Iteration 22Q: 3 clusters Score -2544651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -2544653.500000 Penalty: 3509.729492
	Iteration 23Q: 3 clusters Score -2544654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -2544656.750000 Penalty: 3509.729492
	Iteration 24Q: 3 clusters Score -2544657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -2544662.250000 Penalty: 3509.729492
	Iteration 25Q: 3 clusters Score -2544662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -2544670.500000 Penalty: 3509.729492
	Iteration 26Q: 3 clusters Score -2544670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -2544678.500000 Penalty: 3509.729492
	Iteration 27Q: 3 clusters Score -2544678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -2544676.250000 Penalty: 3509.729492
	Iteration 28Q: 3 clusters Score -2544676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -2544677.500000 Penalty: 3509.729492
	Iteration 29Q: 3 clusters Score -2544678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -2544677.000000 Penalty: 3509.729492
	Iteration 30Q: 3 clusters Score -2544677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -2544674.000000 Penalty: 3509.729492
	Iteration 31Q: 3 clusters Score -2544674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -2544676.750000 Penalty: 3509.729492
	Iteration 32Q: 3 clusters Score -2544677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -2544681.250000 Penalty: 3509.729492
	Iteration 33Q: 3 clusters Score -2544681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -2544681.250000 Penalty: 3509.729492
	Iteration 34F: 3 clusters Score -2544681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Entering Unmasked Estep 
Score: -957554.000000 Penalty: 1592.502319
	Iteration 0F: 2 clusters Score -957554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -945109.312500 Penalty: 3185.004639
	Iteration 0F: 3 clusters Score -945109.3 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -949485.312500 Penalty: 3185.004639
	Iteration 1F: 3 clusters Score -949485.3 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -949880.125000 Penalty: 3185.004639
	Iteration 2F: 3 clusters Score -949880.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -950359.312500 Penalty: 3185.004639
	Iteration 3F: 3 clusters Score -950359.3 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -950986.125000 Penalty: 3185.004639
	Iteration 4F: 3 clusters Score -950986.1 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -951800.062500 Penalty: 3185.004639
	Iteration 5F: 3 clusters Score -951800.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -952784.625000 Penalty: 3185.004639
	Iteration 6F: 3 clusters Score -952784.6 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -953731.250000 Penalty: 3185.004639
	Iteration 7F: 3 clusters Score -953731.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -954626.062500 Penalty: 3185.004639
	Iteration 8F: 3 clusters Score -954626.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -955271.312500 Penalty: 3185.004639
	Iteration 9Q: 3 clusters Score -955271.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -955720.812500 Penalty: 3185.004639
	Iteration 10Q: 3 clusters Score -955720.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -955928.250000 Penalty: 3185.004639
	Iteration 11Q: 3 clusters Score -955928.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -956024.812500 Penalty: 3185.004639
	Iteration 12Q: 3 clusters Score -956024.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -956083.500000 Penalty: 3185.004639
	Iteration 13Q: 3 clusters Score -956083.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -956121.125000 Penalty: 3185.004639
	Iteration 14Q: 3 clusters Score -956121.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -956153.125000 Penalty: 3185.004639
	Iteration 15Q: 3 clusters Score -956153.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -956173.375000 Penalty: 3185.004639
	Iteration 16Q: 3 clusters Score -956173.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -956186.687500 Penalty: 3185.004639
	Iteration 17Q: 3 clusters Score -956186.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -956200.125000 Penalty: 3185.004639
	Iteration 18Q: 3 clusters Score -956200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -956205.062500 Penalty: 3185.004639
	Iteration 19Q: 3 clusters Score -956205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -956207.187500 Penalty: 3185.004639
	Iteration 20F: 3 clusters Score -956207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -956212.062500 Penalty: 3185.004639
	Iteration 21Q: 3 clusters Score -956212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -956215.812500 Penalty: 3185.004639
	Iteration 22Q: 3 clusters Score -956215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -956214.937500 Penalty: 3185.004639
	Iteration 23Q: 3 clusters Score -956214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -956215.312500 Penalty: 3185.004639
	Iteration 24Q: 3 clusters Score -956215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -956216.187500 Penalty: 3185.004639
	Iteration 25Q: 3 clusters Score -956216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -956216.375000 Penalty: 3185.004639
	Iteration 26Q: 3 clusters Score -956216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -956216.375000 Penalty: 3185.004639
	Iteration 27F: 3 clusters Score -956216.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -120952.640625 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -120952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -118514.812500 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -118514.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -119087.046875 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -119087 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -119241.007812 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -119241 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -119324.703125 Penalty: 2549.887451
	Iteration 3Q: 3 clusters Score -119324.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -119376.507812 Penalty: 2549.887451
	Iteration 4Q: 3 clusters Score -119376.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -119417.343750 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -119417.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -119455.390625 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -119455.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -119484.000000 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -119484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -119515.523438 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -119515.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -119552.687500 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -119552.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -119584.242188 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -119584.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -119610.601562 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -119610.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119636.679688 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -119636.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119661.890625 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -119661.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119679.515625 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -119679.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -119695.828125 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -119695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -119710.601562 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -119710.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119721.164062 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -119721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -119730.335938 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -119730.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119744.171875 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -119744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119760.210938 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -119760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119772.296875 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -119772.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119783.132812 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -119783.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119794.382812 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -119794.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119811.484375 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -119811.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119825.320312 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -119825.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -119839.273438 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -119839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119852.500000 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -119852.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119866.187500 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -119866.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119881.625000 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -119881.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119904.218750 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -119904.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119922.234375 Penalty: 2549.887451
	Iteration 31Q: 3 clusters Score -119922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -119931.429688 Penalty: 2549.887451
	Iteration 32Q: 3 clusters Score -119931.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119941.085938 Penalty: 2549.887451
	Iteration 33Q: 3 clusters Score -119941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119944.101562 Penalty: 2549.887451
	Iteration 34Q: 3 clusters Score -119944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119946.062500 Penalty: 2549.887451
	Iteration 35Q: 3 clusters Score -119946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119947.046875 Penalty: 2549.887451
	Iteration 36Q: 3 clusters Score -119947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119947.953125 Penalty: 2549.887451
	Iteration 37Q: 3 clusters Score -119948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119947.953125 Penalty: 2549.887451
	Iteration 38F: 3 clusters Score -119948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -188443.875000 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -188443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -185060.609375 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -185060.6 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -185916.187500 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -185916.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -186089.875000 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -186089.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -186218.359375 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -186218.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -186333.921875 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -186333.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -186455.765625 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -186455.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -186563.968750 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -186564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -186682.234375 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -186682.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -186804.906250 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -186804.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186914.390625 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -186914.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186988.015625 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -186988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187057.015625 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -187057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -187127.656250 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -187127.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -187180.984375 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -187181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187215.203125 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -187215.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187246.890625 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -187246.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -187272.234375 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -187272.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -187296.546875 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -187296.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -187330.328125 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -187330.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -187347.578125 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -187347.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -187362.453125 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -187362.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -187379.093750 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -187379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -187389.062500 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -187389.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -187396.609375 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -187396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -187401.765625 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -187401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -187410.015625 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -187410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -187412.203125 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -187412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -187413.093750 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -187413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -187413.046875 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -187413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -187414.578125 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -187414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -187416.593750 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -187416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -187418.921875 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -187418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -187420.328125 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -187420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -187422.187500 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -187422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -187424.656250 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -187424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -187428.000000 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -187428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -187431.453125 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -187431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -187432.375000 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -187432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -187432.375000 Penalty: 2701.124512
	Iteration 38F: 3 clusters Score -187432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -287278.375000 Penalty: 1423.726440
	Iteration 0F: 2 clusters Score -287278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -282432.218750 Penalty: 2847.452881
	Iteration 0F: 3 clusters Score -282432.2 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -283931.687500 Penalty: 2847.452881
	Iteration 1F: 3 clusters Score -283931.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -284142.437500 Penalty: 2847.452881
	Iteration 2F: 3 clusters Score -284142.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -284313.843750 Penalty: 2847.452881
	Iteration 3F: 3 clusters Score -284313.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -284464.437500 Penalty: 2847.452881
	Iteration 4Q: 3 clusters Score -284464.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -284577.437500 Penalty: 2847.452881
	Iteration 5Q: 3 clusters Score -284577.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -284685.250000 Penalty: 2847.452881
	Iteration 6Q: 3 clusters Score -284685.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -284789.718750 Penalty: 2847.452881
	Iteration 7Q: 3 clusters Score -284789.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -284894.375000 Penalty: 2847.452881
	Iteration 8Q: 3 clusters Score -284894.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -284995.875000 Penalty: 2847.452881
	Iteration 9Q: 3 clusters Score -284995.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -285113.937500 Penalty: 2847.452881
	Iteration 10Q: 3 clusters Score -285113.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -285235.062500 Penalty: 2847.452881
	Iteration 11Q: 3 clusters Score -285235.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -285339.187500 Penalty: 2847.452881
	Iteration 12Q: 3 clusters Score -285339.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -285427.875000 Penalty: 2847.452881
	Iteration 13Q: 3 clusters Score -285427.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -285500.437500 Penalty: 2847.452881
	Iteration 14Q: 3 clusters Score -285500.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -285560.937500 Penalty: 2847.452881
	Iteration 15Q: 3 clusters Score -285560.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -285609.156250 Penalty: 2847.452881
	Iteration 16Q: 3 clusters Score -285609.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -285654.343750 Penalty: 2847.452881
	Iteration 17Q: 3 clusters Score -285654.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -285702.718750 Penalty: 2847.452881
	Iteration 18Q: 3 clusters Score -285702.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -285746.812500 Penalty: 2847.452881
	Iteration 19Q: 3 clusters Score -285746.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -285785.218750 Penalty: 2847.452881
	Iteration 20F: 3 clusters Score -285785.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -285809.937500 Penalty: 2847.452881
	Iteration 21Q: 3 clusters Score -285809.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -285841.843750 Penalty: 2847.452881
	Iteration 22Q: 3 clusters Score -285841.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -285880.218750 Penalty: 2847.452881
	Iteration 23Q: 3 clusters Score -285880.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -285911.843750 Penalty: 2847.452881
	Iteration 24Q: 3 clusters Score -285911.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -285952.375000 Penalty: 2847.452881
	Iteration 25Q: 3 clusters Score -285952.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -285991.437500 Penalty: 2847.452881
	Iteration 26Q: 3 clusters Score -285991.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -286020.781250 Penalty: 2847.452881
	Iteration 27Q: 3 clusters Score -286020.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -286045.312500 Penalty: 2847.452881
	Iteration 28Q: 3 clusters Score -286045.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -286064.250000 Penalty: 2847.452881
	Iteration 29Q: 3 clusters Score -286064.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -286083.281250 Penalty: 2847.452881
	Iteration 30Q: 3 clusters Score -286083.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -286097.125000 Penalty: 2847.452881
	Iteration 31Q: 3 clusters Score -286097.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -286114.093750 Penalty: 2847.452881
	Iteration 32Q: 3 clusters Score -286114.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -286139.062500 Penalty: 2847.452881
	Iteration 33Q: 3 clusters Score -286139.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -286169.031250 Penalty: 2847.452881
	Iteration 34Q: 3 clusters Score -286169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -286194.968750 Penalty: 2847.452881
	Iteration 35Q: 3 clusters Score -286195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -286212.781250 Penalty: 2847.452881
	Iteration 36Q: 3 clusters Score -286212.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -286231.750000 Penalty: 2847.452881
	Iteration 37Q: 3 clusters Score -286231.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -286251.468750 Penalty: 2847.452881
	Iteration 38Q: 3 clusters Score -286251.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -286273.062500 Penalty: 2847.452881
	Iteration 39Q: 3 clusters Score -286273.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -286292.593750 Penalty: 2847.452881
	Iteration 40F: 3 clusters Score -286292.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -286303.781250 Penalty: 2847.452881
	Iteration 41Q: 3 clusters Score -286303.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -286309.781250 Penalty: 2847.452881
	Iteration 42Q: 3 clusters Score -286309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -286313.531250 Penalty: 2847.452881
	Iteration 43Q: 3 clusters Score -286313.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -286318.593750 Penalty: 2847.452881
	Iteration 44Q: 3 clusters Score -286318.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -286323.937500 Penalty: 2847.452881
	Iteration 45Q: 3 clusters Score -286323.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -286329.593750 Penalty: 2847.452881
	Iteration 46Q: 3 clusters Score -286329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -286332.875000 Penalty: 2847.452881
	Iteration 47Q: 3 clusters Score -286332.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -286338.437500 Penalty: 2847.452881
	Iteration 48Q: 3 clusters Score -286338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -286344.906250 Penalty: 2847.452881
	Iteration 49Q: 3 clusters Score -286344.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -286353.781250 Penalty: 2847.452881
	Iteration 50Q: 3 clusters Score -286353.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -286361.531250 Penalty: 2847.452881
	Iteration 51Q: 3 clusters Score -286361.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -286366.906250 Penalty: 2847.452881
	Iteration 52Q: 3 clusters Score -286366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -286370.531250 Penalty: 2847.452881
	Iteration 53Q: 3 clusters Score -286370.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -286373.468750 Penalty: 2847.452881
	Iteration 54Q: 3 clusters Score -286373.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -286378.625000 Penalty: 2847.452881
	Iteration 55Q: 3 clusters Score -286378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -286381.218750 Penalty: 2847.452881
	Iteration 56Q: 3 clusters Score -286381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -286383.437500 Penalty: 2847.452881
	Iteration 57Q: 3 clusters Score -286383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -286386.906250 Penalty: 2847.452881
	Iteration 58Q: 3 clusters Score -286386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -286391.593750 Penalty: 2847.452881
	Iteration 59Q: 3 clusters Score -286391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -286396.250000 Penalty: 2847.452881
	Iteration 60F: 3 clusters Score -286396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -286399.437500 Penalty: 2847.452881
	Iteration 61Q: 3 clusters Score -286399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -286402.125000 Penalty: 2847.452881
	Iteration 62Q: 3 clusters Score -286402.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286407.781250 Penalty: 2847.452881
	Iteration 63Q: 3 clusters Score -286407.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -286410.750000 Penalty: 2847.452881
	Iteration 64Q: 3 clusters Score -286410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -286411.906250 Penalty: 2847.452881
	Iteration 65Q: 3 clusters Score -286411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -286412.843750 Penalty: 2847.452881
	Iteration 66Q: 3 clusters Score -286412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -286413.968750 Penalty: 2847.452881
	Iteration 67Q: 3 clusters Score -286414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -286414.218750 Penalty: 2847.452881
	Iteration 68Q: 3 clusters Score -286414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286414.875000 Penalty: 2847.452881
	Iteration 69Q: 3 clusters Score -286414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -286416.156250 Penalty: 2847.452881
	Iteration 70Q: 3 clusters Score -286416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286416.687500 Penalty: 2847.452881
	Iteration 71Q: 3 clusters Score -286416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -286418.437500 Penalty: 2847.452881
	Iteration 72Q: 3 clusters Score -286418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286418.718750 Penalty: 2847.452881
	Iteration 73Q: 3 clusters Score -286418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286419.562500 Penalty: 2847.452881
	Iteration 74Q: 3 clusters Score -286419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -286419.843750 Penalty: 2847.452881
	Iteration 75Q: 3 clusters Score -286419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -286419.843750 Penalty: 2847.452881
	Iteration 76F: 3 clusters Score -286419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17687 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66173 members 
Mstep: Class 9 contains 20386 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205697 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8105 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 19 contains 18034 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536796.000000 Penalty: 38560.308594
Iteration 119Q: 19 clusters Score -2.65368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 14493 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17687 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66173 members 
Mstep: Class 9 contains 20385 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205688 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8103 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48981 members 
Mstep: Class 19 contains 18037 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536806.000000 Penalty: 38560.308594
Iteration 120F: 19 clusters Score -2.653681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 14490 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17687 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66171 members 
Mstep: Class 9 contains 20381 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205682 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8104 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48985 members 
Mstep: Class 19 contains 18039 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536816.000000 Penalty: 38560.308594
Iteration 121Q: 19 clusters Score -2.653682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17688 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66170 members 
Mstep: Class 9 contains 20380 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205679 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8103 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 19 contains 18040 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536802.000000 Penalty: 38560.308594
Iteration 122Q: 19 clusters Score -2.65368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66170 members 
Mstep: Class 9 contains 20380 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205675 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8101 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48987 members 
Mstep: Class 19 contains 18040 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536814.000000 Penalty: 38560.308594
Iteration 123Q: 19 clusters Score -2.653681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66169 members 
Mstep: Class 9 contains 20381 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205671 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8099 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48987 members 
Mstep: Class 19 contains 18040 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536816.000000 Penalty: 38560.308594
Iteration 124Q: 19 clusters Score -2.653682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66170 members 
Mstep: Class 9 contains 20381 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205667 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 19 contains 18040 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536812.000000 Penalty: 38560.308594
Iteration 125Q: 19 clusters Score -2.653681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17692 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66169 members 
Mstep: Class 9 contains 20380 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205661 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 19 contains 18041 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536804.000000 Penalty: 38560.308594
Iteration 126Q: 19 clusters Score -2.65368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17695 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66168 members 
Mstep: Class 9 contains 20378 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205652 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48986 members 
Mstep: Class 19 contains 18042 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536814.000000 Penalty: 38560.308594
Iteration 127Q: 19 clusters Score -2.653681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17695 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20378 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205643 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48985 members 
Mstep: Class 19 contains 18042 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536802.000000 Penalty: 38560.308594
Iteration 128Q: 19 clusters Score -2.65368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17696 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20377 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205637 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8099 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18043 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536802.000000 Penalty: 38560.308594
Iteration 129Q: 19 clusters Score -2.65368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 14484 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17697 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20376 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205633 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18045 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536810.000000 Penalty: 38560.308594
Iteration 130Q: 19 clusters Score -2.653681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 14483 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17699 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66166 members 
Mstep: Class 9 contains 20376 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205629 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18046 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536814.000000 Penalty: 38560.308594
Iteration 131Q: 19 clusters Score -2.653681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17699 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20376 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205627 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18047 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536830.000000 Penalty: 38560.308594
Iteration 132Q: 19 clusters Score -2.653683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205626 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18048 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536834.000000 Penalty: 38560.308594
Iteration 133Q: 19 clusters Score -2.653683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205625 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 19 contains 18048 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536848.000000 Penalty: 38560.308594
Iteration 134Q: 19 clusters Score -2.653685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 14474 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205625 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48984 members 
Mstep: Class 19 contains 18049 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536854.000000 Penalty: 38560.308594
Iteration 135Q: 19 clusters Score -2.653685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 14474 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66168 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205624 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 19 contains 18051 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536836.000000 Penalty: 38560.308594
Iteration 136Q: 19 clusters Score -2.653684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 14473 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66168 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205620 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48984 members 
Mstep: Class 19 contains 18055 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536832.000000 Penalty: 38560.308594
Iteration 137Q: 19 clusters Score -2.653683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66168 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205613 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48984 members 
Mstep: Class 19 contains 18063 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536830.000000 Penalty: 38560.308594
Iteration 138Q: 19 clusters Score -2.653683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205608 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 19 contains 18070 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536826.000000 Penalty: 38560.308594
Iteration 139Q: 19 clusters Score -2.653683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66167 members 
Mstep: Class 9 contains 20373 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205603 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11055 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 19 contains 18075 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536826.000000 Penalty: 38560.308594
Iteration 140F: 19 clusters Score -2.653683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66165 members 
Mstep: Class 9 contains 20372 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205596 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 19 contains 18078 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536812.000000 Penalty: 38560.308594
Iteration 141Q: 19 clusters Score -2.653681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17704 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66164 members 
Mstep: Class 9 contains 20373 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205592 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48982 members 
Mstep: Class 19 contains 18078 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 23 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536818.000000 Penalty: 38560.308594
Iteration 142Q: 19 clusters Score -2.653682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66163 members 
Mstep: Class 9 contains 20372 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205588 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8095 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48981 members 
Mstep: Class 19 contains 18080 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536818.000000 Penalty: 38560.308594
Iteration 143Q: 19 clusters Score -2.653682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66162 members 
Mstep: Class 9 contains 20372 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205586 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 8095 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536804.000000 Penalty: 38560.308594
Iteration 144Q: 19 clusters Score -2.65368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66162 members 
Mstep: Class 9 contains 20372 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205583 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 8094 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536824.000000 Penalty: 38560.308594
Iteration 145Q: 19 clusters Score -2.653682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66161 members 
Mstep: Class 9 contains 20371 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205582 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536818.000000 Penalty: 38560.308594
Iteration 146Q: 19 clusters Score -2.653682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66159 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205579 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536802.000000 Penalty: 38560.308594
Iteration 147Q: 19 clusters Score -2.65368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66159 members 
Mstep: Class 9 contains 20368 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205575 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48979 members 
Mstep: Class 19 contains 18083 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536830.000000 Penalty: 38560.308594
Iteration 148Q: 19 clusters Score -2.653683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 66159 members 
Mstep: Class 9 contains 20365 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205575 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48978 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536820.000000 Penalty: 38560.308594
Iteration 149Q: 19 clusters Score -2.653682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66157 members 
Mstep: Class 9 contains 20364 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205574 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48978 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536826.000000 Penalty: 38560.308594
Iteration 150Q: 19 clusters Score -2.653683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66154 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205572 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48978 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536806.000000 Penalty: 38560.308594
Iteration 151Q: 19 clusters Score -2.653681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66153 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8091 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48977 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536804.000000 Penalty: 38560.308594
Iteration 152Q: 19 clusters Score -2.65368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66154 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48974 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536802.000000 Penalty: 38560.308594
Iteration 153Q: 19 clusters Score -2.65368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66154 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48973 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536806.000000 Penalty: 38560.308594
Iteration 154Q: 19 clusters Score -2.653681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66155 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48972 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536808.000000 Penalty: 38560.308594
Iteration 155Q: 19 clusters Score -2.653681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66157 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48969 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536820.000000 Penalty: 38560.308594
Iteration 156Q: 19 clusters Score -2.653682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66156 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48969 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536814.000000 Penalty: 38560.308594
Iteration 157Q: 19 clusters Score -2.653681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 11071 members 
Mstep: Class 6 contains 66156 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 205571 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 48969 members 
Mstep: Class 19 contains 18084 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 23 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536814.000000 Penalty: 38560.308594
Iteration 158F: 19 clusters Score -2.653681e+07 nChanged 0
Entering ConstructFrom: 
Score: -26536814.000000 Penalty: 38560.308594
Entering ConstructFrom: 
Trying to split cluster 1 (66492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Entering Unmasked Estep 
Score: -3462487.250000 Penalty: 1804.535889
	Iteration 0F: 2 clusters Score -3462487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -3417819.750000 Penalty: 3609.071777
	Iteration 0F: 3 clusters Score -3417820 nChanged 31570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -3436047.500000 Penalty: 3609.071777
	Iteration 1F: 3 clusters Score -3436048 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3436522.500000 Penalty: 3609.071777
	Iteration 2Q: 3 clusters Score -3436522 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3437077.250000 Penalty: 3609.071777
	Iteration 3Q: 3 clusters Score -3437077 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3437868.500000 Penalty: 3609.071777
	Iteration 4Q: 3 clusters Score -3437868 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3439152.500000 Penalty: 3609.071777
	Iteration 5Q: 3 clusters Score -3439152 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3441373.250000 Penalty: 3609.071777
	Iteration 6F: 3 clusters Score -3441373 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3445090.250000 Penalty: 3609.071777
	Iteration 7F: 3 clusters Score -3445090 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3450134.250000 Penalty: 3609.071777
	Iteration 8F: 3 clusters Score -3450134 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3455285.250000 Penalty: 3609.071777
	Iteration 9F: 3 clusters Score -3455285 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3458700.000000 Penalty: 3609.071777
	Iteration 10F: 3 clusters Score -3458700 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3460098.750000 Penalty: 3609.071777
	Iteration 11Q: 3 clusters Score -3460099 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3460586.000000 Penalty: 3609.071777
	Iteration 12Q: 3 clusters Score -3460586 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3460746.250000 Penalty: 3609.071777
	Iteration 13Q: 3 clusters Score -3460746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3460826.500000 Penalty: 3609.071777
	Iteration 14Q: 3 clusters Score -3460826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3460872.750000 Penalty: 3609.071777
	Iteration 15Q: 3 clusters Score -3460873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3460902.250000 Penalty: 3609.071777
	Iteration 16Q: 3 clusters Score -3460902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3460909.000000 Penalty: 3609.071777
	Iteration 17Q: 3 clusters Score -3460909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3460919.250000 Penalty: 3609.071777
	Iteration 18Q: 3 clusters Score -3460919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3460920.250000 Penalty: 3609.071777
	Iteration 19Q: 3 clusters Score -3460920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3460923.500000 Penalty: 3609.071777
	Iteration 20F: 3 clusters Score -3460924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3460921.500000 Penalty: 3609.071777
	Iteration 21Q: 3 clusters Score -3460922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3460924.500000 Penalty: 3609.071777
	Iteration 22Q: 3 clusters Score -3460924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3460931.000000 Penalty: 3609.071777
	Iteration 23Q: 3 clusters Score -3460931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3460936.250000 Penalty: 3609.071777
	Iteration 24Q: 3 clusters Score -3460936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3460935.250000 Penalty: 3609.071777
	Iteration 25Q: 3 clusters Score -3460935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3460936.750000 Penalty: 3609.071777
	Iteration 26Q: 3 clusters Score -3460937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3460938.250000 Penalty: 3609.071777
	Iteration 27Q: 3 clusters Score -3460938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3460941.750000 Penalty: 3609.071777
	Iteration 28Q: 3 clusters Score -3460942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3460944.000000 Penalty: 3609.071777
	Iteration 29Q: 3 clusters Score -3460944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3460943.500000 Penalty: 3609.071777
	Iteration 30Q: 3 clusters Score -3460944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3460942.750000 Penalty: 3609.071777
	Iteration 31Q: 3 clusters Score -3460943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3460943.250000 Penalty: 3609.071777
	Iteration 32Q: 3 clusters Score -3460943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3460948.250000 Penalty: 3609.071777
	Iteration 33Q: 3 clusters Score -3460948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3460948.250000 Penalty: 3609.071777
	Iteration 34Q: 3 clusters Score -3460948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3460952.250000 Penalty: 3609.071777
	Iteration 35Q: 3 clusters Score -3460952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3460952.250000 Penalty: 3609.071777
	Iteration 36F: 3 clusters Score -3460952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -761540.250000 Penalty: 1556.722900
	Iteration 0F: 2 clusters Score -761540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -751384.375000 Penalty: 3113.445801
	Iteration 0F: 3 clusters Score -751384.4 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -754808.937500 Penalty: 3113.445801
	Iteration 1F: 3 clusters Score -754808.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -755086.937500 Penalty: 3113.445801
	Iteration 2F: 3 clusters Score -755086.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -755314.375000 Penalty: 3113.445801
	Iteration 3Q: 3 clusters Score -755314.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -755535.250000 Penalty: 3113.445801
	Iteration 4Q: 3 clusters Score -755535.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -755747.312500 Penalty: 3113.445801
	Iteration 5Q: 3 clusters Score -755747.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -756026.125000 Penalty: 3113.445801
	Iteration 6Q: 3 clusters Score -756026.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -756410.625000 Penalty: 3113.445801
	Iteration 7Q: 3 clusters Score -756410.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -756915.125000 Penalty: 3113.445801
	Iteration 8F: 3 clusters Score -756915.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -757618.562500 Penalty: 3113.445801
	Iteration 9F: 3 clusters Score -757618.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -758320.562500 Penalty: 3113.445801
	Iteration 10F: 3 clusters Score -758320.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -759011.187500 Penalty: 3113.445801
	Iteration 11F: 3 clusters Score -759011.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -759510.062500 Penalty: 3113.445801
	Iteration 12Q: 3 clusters Score -759510.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -759813.687500 Penalty: 3113.445801
	Iteration 13Q: 3 clusters Score -759813.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -759968.500000 Penalty: 3113.445801
	Iteration 14Q: 3 clusters Score -759968.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -760081.562500 Penalty: 3113.445801
	Iteration 15Q: 3 clusters Score -760081.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -760150.687500 Penalty: 3113.445801
	Iteration 16Q: 3 clusters Score -760150.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -760196.187500 Penalty: 3113.445801
	Iteration 17Q: 3 clusters Score -760196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -760224.312500 Penalty: 3113.445801
	Iteration 18Q: 3 clusters Score -760224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -760245.750000 Penalty: 3113.445801
	Iteration 19Q: 3 clusters Score -760245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -760266.937500 Penalty: 3113.445801
	Iteration 20F: 3 clusters Score -760266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -760278.812500 Penalty: 3113.445801
	Iteration 21Q: 3 clusters Score -760278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -760280.562500 Penalty: 3113.445801
	Iteration 22Q: 3 clusters Score -760280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -760285.687500 Penalty: 3113.445801
	Iteration 23Q: 3 clusters Score -760285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -760285.687500 Penalty: 3113.445801
	Iteration 24F: 3 clusters Score -760285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -132440.687500 Penalty: 1274.434082
	Iteration 0F: 2 clusters Score -132440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -130022.546875 Penalty: 2548.868164
	Iteration 0F: 3 clusters Score -130022.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -130550.625000 Penalty: 2548.868164
	Iteration 1F: 3 clusters Score -130550.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -130640.593750 Penalty: 2548.868164
	Iteration 2F: 3 clusters Score -130640.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -130705.390625 Penalty: 2548.868164
	Iteration 3Q: 3 clusters Score -130705.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -130766.257812 Penalty: 2548.868164
	Iteration 4Q: 3 clusters Score -130766.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -130812.210938 Penalty: 2548.868164
	Iteration 5Q: 3 clusters Score -130812.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -130843.773438 Penalty: 2548.868164
	Iteration 6Q: 3 clusters Score -130843.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -130866.210938 Penalty: 2548.868164
	Iteration 7Q: 3 clusters Score -130866.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -130882.890625 Penalty: 2548.868164
	Iteration 8Q: 3 clusters Score -130882.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -130893.414062 Penalty: 2548.868164
	Iteration 9Q: 3 clusters Score -130893.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -130902.937500 Penalty: 2548.868164
	Iteration 10Q: 3 clusters Score -130902.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -130911.687500 Penalty: 2548.868164
	Iteration 11Q: 3 clusters Score -130911.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -130923.289062 Penalty: 2548.868164
	Iteration 12Q: 3 clusters Score -130923.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -130932.648438 Penalty: 2548.868164
	Iteration 13Q: 3 clusters Score -130932.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -130941.640625 Penalty: 2548.868164
	Iteration 14Q: 3 clusters Score -130941.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -130950.085938 Penalty: 2548.868164
	Iteration 15Q: 3 clusters Score -130950.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -130960.484375 Penalty: 2548.868164
	Iteration 16Q: 3 clusters Score -130960.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -130969.945312 Penalty: 2548.868164
	Iteration 17Q: 3 clusters Score -130969.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -130977.531250 Penalty: 2548.868164
	Iteration 18Q: 3 clusters Score -130977.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -130986.507812 Penalty: 2548.868164
	Iteration 19Q: 3 clusters Score -130986.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -130995.851562 Penalty: 2548.868164
	Iteration 20F: 3 clusters Score -130995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -130999.054688 Penalty: 2548.868164
	Iteration 21Q: 3 clusters Score -130999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -131001.632812 Penalty: 2548.868164
	Iteration 22Q: 3 clusters Score -131001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -131007.015625 Penalty: 2548.868164
	Iteration 23Q: 3 clusters Score -131007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -131012.367188 Penalty: 2548.868164
	Iteration 24Q: 3 clusters Score -131012.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -131019.203125 Penalty: 2548.868164
	Iteration 25Q: 3 clusters Score -131019.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -131028.476562 Penalty: 2548.868164
	Iteration 26Q: 3 clusters Score -131028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -131036.484375 Penalty: 2548.868164
	Iteration 27Q: 3 clusters Score -131036.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -131043.101562 Penalty: 2548.868164
	Iteration 28Q: 3 clusters Score -131043.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -131051.343750 Penalty: 2548.868164
	Iteration 29Q: 3 clusters Score -131051.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -131065.546875 Penalty: 2548.868164
	Iteration 30Q: 3 clusters Score -131065.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -131082.921875 Penalty: 2548.868164
	Iteration 31Q: 3 clusters Score -131082.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -131097.031250 Penalty: 2548.868164
	Iteration 32Q: 3 clusters Score -131097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -131109.375000 Penalty: 2548.868164
	Iteration 33Q: 3 clusters Score -131109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -131124.406250 Penalty: 2548.868164
	Iteration 34Q: 3 clusters Score -131124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -131138.781250 Penalty: 2548.868164
	Iteration 35Q: 3 clusters Score -131138.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -131149.703125 Penalty: 2548.868164
	Iteration 36Q: 3 clusters Score -131149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -131158.203125 Penalty: 2548.868164
	Iteration 37Q: 3 clusters Score -131158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -131161.390625 Penalty: 2548.868164
	Iteration 38Q: 3 clusters Score -131161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -131162.546875 Penalty: 2548.868164
	Iteration 39Q: 3 clusters Score -131162.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -131165.359375 Penalty: 2548.868164
	Iteration 40F: 3 clusters Score -131165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -131167.234375 Penalty: 2548.868164
	Iteration 41Q: 3 clusters Score -131167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -131168.890625 Penalty: 2548.868164
	Iteration 42Q: 3 clusters Score -131168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -131171.296875 Penalty: 2548.868164
	Iteration 43Q: 3 clusters Score -131171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -131173.218750 Penalty: 2548.868164
	Iteration 44Q: 3 clusters Score -131173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -131175.000000 Penalty: 2548.868164
	Iteration 45Q: 3 clusters Score -131175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -131176.140625 Penalty: 2548.868164
	Iteration 46Q: 3 clusters Score -131176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -131178.203125 Penalty: 2548.868164
	Iteration 47Q: 3 clusters Score -131178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -131181.406250 Penalty: 2548.868164
	Iteration 48Q: 3 clusters Score -131181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -131184.734375 Penalty: 2548.868164
	Iteration 49Q: 3 clusters Score -131184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -131186.609375 Penalty: 2548.868164
	Iteration 50Q: 3 clusters Score -131186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -131187.984375 Penalty: 2548.868164
	Iteration 51Q: 3 clusters Score -131188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -131188.812500 Penalty: 2548.868164
	Iteration 52Q: 3 clusters Score -131188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -131189.515625 Penalty: 2548.868164
	Iteration 53Q: 3 clusters Score -131189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -131190.187500 Penalty: 2548.868164
	Iteration 54Q: 3 clusters Score -131190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -131192.000000 Penalty: 2548.868164
	Iteration 55Q: 3 clusters Score -131192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -131192.812500 Penalty: 2548.868164
	Iteration 56Q: 3 clusters Score -131192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -131194.468750 Penalty: 2548.868164
	Iteration 57Q: 3 clusters Score -131194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -131196.296875 Penalty: 2548.868164
	Iteration 58Q: 3 clusters Score -131196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -131199.265625 Penalty: 2548.868164
	Iteration 59Q: 3 clusters Score -131199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -131201.828125 Penalty: 2548.868164
	Iteration 60F: 3 clusters Score -131201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -131203.968750 Penalty: 2548.868164
	Iteration 61Q: 3 clusters Score -131204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -131208.453125 Penalty: 2548.868164
	Iteration 62Q: 3 clusters Score -131208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -131212.390625 Penalty: 2548.868164
	Iteration 63Q: 3 clusters Score -131212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -131215.781250 Penalty: 2548.868164
	Iteration 64Q: 3 clusters Score -131215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -131218.218750 Penalty: 2548.868164
	Iteration 65Q: 3 clusters Score -131218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -131222.062500 Penalty: 2548.868164
	Iteration 66Q: 3 clusters Score -131222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -131224.890625 Penalty: 2548.868164
	Iteration 67Q: 3 clusters Score -131224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -131225.937500 Penalty: 2548.868164
	Iteration 68Q: 3 clusters Score -131225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -131228.359375 Penalty: 2548.868164
	Iteration 69Q: 3 clusters Score -131228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -131229.890625 Penalty: 2548.868164
	Iteration 70Q: 3 clusters Score -131229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -131231.828125 Penalty: 2548.868164
	Iteration 71Q: 3 clusters Score -131231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -131232.250000 Penalty: 2548.868164
	Iteration 72Q: 3 clusters Score -131232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -131232.250000 Penalty: 2548.868164
	Iteration 73F: 3 clusters Score -131232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Entering Unmasked Estep 
Score: -944193.125000 Penalty: 1589.519653
	Iteration 0F: 2 clusters Score -944193.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -932079.000000 Penalty: 3179.039307
	Iteration 0F: 3 clusters Score -932079 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -936332.062500 Penalty: 3179.039307
	Iteration 1F: 3 clusters Score -936332.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -936603.125000 Penalty: 3179.039307
	Iteration 2Q: 3 clusters Score -936603.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -936829.687500 Penalty: 3179.039307
	Iteration 3Q: 3 clusters Score -936829.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -937054.562500 Penalty: 3179.039307
	Iteration 4Q: 3 clusters Score -937054.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -937337.562500 Penalty: 3179.039307
	Iteration 5Q: 3 clusters Score -937337.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -937728.875000 Penalty: 3179.039307
	Iteration 6Q: 3 clusters Score -937728.9 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -938288.812500 Penalty: 3179.039307
	Iteration 7F: 3 clusters Score -938288.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -938995.750000 Penalty: 3179.039307
	Iteration 8F: 3 clusters Score -938995.8 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -939864.500000 Penalty: 3179.039307
	Iteration 9F: 3 clusters Score -939864.5 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -940794.062500 Penalty: 3179.039307
	Iteration 10F: 3 clusters Score -940794.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -941601.750000 Penalty: 3179.039307
	Iteration 11F: 3 clusters Score -941601.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -942113.250000 Penalty: 3179.039307
	Iteration 12Q: 3 clusters Score -942113.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -942421.875000 Penalty: 3179.039307
	Iteration 13Q: 3 clusters Score -942421.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -942580.937500 Penalty: 3179.039307
	Iteration 14Q: 3 clusters Score -942580.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -942652.062500 Penalty: 3179.039307
	Iteration 15Q: 3 clusters Score -942652.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -942702.125000 Penalty: 3179.039307
	Iteration 16Q: 3 clusters Score -942702.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -942733.000000 Penalty: 3179.039307
	Iteration 17Q: 3 clusters Score -942733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -942749.187500 Penalty: 3179.039307
	Iteration 18Q: 3 clusters Score -942749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -942757.562500 Penalty: 3179.039307
	Iteration 19Q: 3 clusters Score -942757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -942766.250000 Penalty: 3179.039307
	Iteration 20F: 3 clusters Score -942766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -942773.062500 Penalty: 3179.039307
	Iteration 21Q: 3 clusters Score -942773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -942777.437500 Penalty: 3179.039307
	Iteration 22Q: 3 clusters Score -942777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -942780.187500 Penalty: 3179.039307
	Iteration 23Q: 3 clusters Score -942780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -942781.750000 Penalty: 3179.039307
	Iteration 24Q: 3 clusters Score -942781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -942785.000000 Penalty: 3179.039307
	Iteration 25Q: 3 clusters Score -942785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -942785.250000 Penalty: 3179.039307
	Iteration 26Q: 3 clusters Score -942785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -942788.812500 Penalty: 3179.039307
	Iteration 27Q: 3 clusters Score -942788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -942792.937500 Penalty: 3179.039307
	Iteration 28Q: 3 clusters Score -942792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -942794.312500 Penalty: 3179.039307
	Iteration 29Q: 3 clusters Score -942794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -942796.312500 Penalty: 3179.039307
	Iteration 30Q: 3 clusters Score -942796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -942796.312500 Penalty: 3179.039307
	Iteration 31F: 3 clusters Score -942796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -584555.937500 Penalty: 1513.213623
	Iteration 0F: 2 clusters Score -584555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -576701.562500 Penalty: 3026.427246
	Iteration 0F: 3 clusters Score -576701.6 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -579223.000000 Penalty: 3026.427246
	Iteration 1F: 3 clusters Score -579223 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -579453.750000 Penalty: 3026.427246
	Iteration 2F: 3 clusters Score -579453.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -579630.812500 Penalty: 3026.427246
	Iteration 3Q: 3 clusters Score -579630.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -579773.812500 Penalty: 3026.427246
	Iteration 4Q: 3 clusters Score -579773.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -579901.500000 Penalty: 3026.427246
	Iteration 5Q: 3 clusters Score -579901.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -580018.625000 Penalty: 3026.427246
	Iteration 6Q: 3 clusters Score -580018.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -580163.312500 Penalty: 3026.427246
	Iteration 7Q: 3 clusters Score -580163.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -580337.875000 Penalty: 3026.427246
	Iteration 8Q: 3 clusters Score -580337.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -580577.875000 Penalty: 3026.427246
	Iteration 9Q: 3 clusters Score -580577.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -580917.625000 Penalty: 3026.427246
	Iteration 10F: 3 clusters Score -580917.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -581274.875000 Penalty: 3026.427246
	Iteration 11F: 3 clusters Score -581274.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -581669.125000 Penalty: 3026.427246
	Iteration 12F: 3 clusters Score -581669.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -582082.437500 Penalty: 3026.427246
	Iteration 13Q: 3 clusters Score -582082.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -582452.437500 Penalty: 3026.427246
	Iteration 14Q: 3 clusters Score -582452.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -582724.000000 Penalty: 3026.427246
	Iteration 15Q: 3 clusters Score -582724 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -582909.125000 Penalty: 3026.427246
	Iteration 16Q: 3 clusters Score -582909.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -583030.000000 Penalty: 3026.427246
	Iteration 17Q: 3 clusters Score -583030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -583115.375000 Penalty: 3026.427246
	Iteration 18Q: 3 clusters Score -583115.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -583169.500000 Penalty: 3026.427246
	Iteration 19Q: 3 clusters Score -583169.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -583200.375000 Penalty: 3026.427246
	Iteration 20F: 3 clusters Score -583200.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -583220.937500 Penalty: 3026.427246
	Iteration 21Q: 3 clusters Score -583220.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -583241.562500 Penalty: 3026.427246
	Iteration 22Q: 3 clusters Score -583241.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -583253.875000 Penalty: 3026.427246
	Iteration 23Q: 3 clusters Score -583253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -583263.937500 Penalty: 3026.427246
	Iteration 24Q: 3 clusters Score -583263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -583266.625000 Penalty: 3026.427246
	Iteration 25Q: 3 clusters Score -583266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -583269.312500 Penalty: 3026.427246
	Iteration 26Q: 3 clusters Score -583269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -583269.937500 Penalty: 3026.427246
	Iteration 27Q: 3 clusters Score -583269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -583269.937500 Penalty: 3026.427246
	Iteration 28F: 3 clusters Score -583269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Entering Unmasked Estep 
Score: -3451039.750000 Penalty: 1803.712769
	Iteration 0F: 2 clusters Score -3451040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -3406878.500000 Penalty: 3607.425537
	Iteration 0F: 3 clusters Score -3406878 nChanged 31272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3424829.750000 Penalty: 3607.425537
	Iteration 1F: 3 clusters Score -3424830 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3425887.250000 Penalty: 3607.425537
	Iteration 2Q: 3 clusters Score -3425887 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3427648.000000 Penalty: 3607.425537
	Iteration 3F: 3 clusters Score -3427648 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3430680.750000 Penalty: 3607.425537
	Iteration 4F: 3 clusters Score -3430681 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3435312.500000 Penalty: 3607.425537
	Iteration 5F: 3 clusters Score -3435312 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3440862.000000 Penalty: 3607.425537
	Iteration 6F: 3 clusters Score -3440862 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3445461.750000 Penalty: 3607.425537
	Iteration 7F: 3 clusters Score -3445462 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3447907.750000 Penalty: 3607.425537
	Iteration 8Q: 3 clusters Score -3447908 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3448888.250000 Penalty: 3607.425537
	Iteration 9Q: 3 clusters Score -3448888 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3449241.000000 Penalty: 3607.425537
	Iteration 10Q: 3 clusters Score -3449241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3449358.250000 Penalty: 3607.425537
	Iteration 11Q: 3 clusters Score -3449358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3449409.500000 Penalty: 3607.425537
	Iteration 12Q: 3 clusters Score -3449410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3449427.750000 Penalty: 3607.425537
	Iteration 13Q: 3 clusters Score -3449428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3449450.000000 Penalty: 3607.425537
	Iteration 14Q: 3 clusters Score -3449450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3449465.250000 Penalty: 3607.425537
	Iteration 15Q: 3 clusters Score -3449465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3449475.250000 Penalty: 3607.425537
	Iteration 16Q: 3 clusters Score -3449475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3449479.250000 Penalty: 3607.425537
	Iteration 17Q: 3 clusters Score -3449479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3449482.000000 Penalty: 3607.425537
	Iteration 18Q: 3 clusters Score -3449482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3449484.750000 Penalty: 3607.425537
	Iteration 19Q: 3 clusters Score -3449485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3449483.000000 Penalty: 3607.425537
	Iteration 20F: 3 clusters Score -3449483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Entering Unmasked Estep 
Score: -1078663.750000 Penalty: 1612.239624
	Iteration 0F: 2 clusters Score -1078664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1064709.375000 Penalty: 3224.479248
	Iteration 0F: 3 clusters Score -1064709 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1069862.375000 Penalty: 3224.479248
	Iteration 1F: 3 clusters Score -1069862 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1070211.375000 Penalty: 3224.479248
	Iteration 2Q: 3 clusters Score -1070211 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1070545.625000 Penalty: 3224.479248
	Iteration 3Q: 3 clusters Score -1070546 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1070859.625000 Penalty: 3224.479248
	Iteration 4Q: 3 clusters Score -1070860 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1071190.125000 Penalty: 3224.479248
	Iteration 5Q: 3 clusters Score -1071190 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1071568.000000 Penalty: 3224.479248
	Iteration 6Q: 3 clusters Score -1071568 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1071946.625000 Penalty: 3224.479248
	Iteration 7Q: 3 clusters Score -1071947 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1072352.125000 Penalty: 3224.479248
	Iteration 8Q: 3 clusters Score -1072352 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1072825.625000 Penalty: 3224.479248
	Iteration 9Q: 3 clusters Score -1072826 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1073353.750000 Penalty: 3224.479248
	Iteration 10Q: 3 clusters Score -1073354 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1073901.375000 Penalty: 3224.479248
	Iteration 11Q: 3 clusters Score -1073901 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1074387.125000 Penalty: 3224.479248
	Iteration 12Q: 3 clusters Score -1074387 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1074812.500000 Penalty: 3224.479248
	Iteration 13Q: 3 clusters Score -1074812 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1075133.000000 Penalty: 3224.479248
	Iteration 14Q: 3 clusters Score -1075133 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1075451.250000 Penalty: 3224.479248
	Iteration 15Q: 3 clusters Score -1075451 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1075752.625000 Penalty: 3224.479248
	Iteration 16Q: 3 clusters Score -1075753 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1076008.125000 Penalty: 3224.479248
	Iteration 17Q: 3 clusters Score -1076008 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1076234.500000 Penalty: 3224.479248
	Iteration 18Q: 3 clusters Score -1076234 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1076438.375000 Penalty: 3224.479248
	Iteration 19Q: 3 clusters Score -1076438 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1076626.250000 Penalty: 3224.479248
	Iteration 20F: 3 clusters Score -1076626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1076788.625000 Penalty: 3224.479248
	Iteration 21Q: 3 clusters Score -1076789 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1076901.625000 Penalty: 3224.479248
	Iteration 22Q: 3 clusters Score -1076902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1076990.625000 Penalty: 3224.479248
	Iteration 23Q: 3 clusters Score -1076991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1077059.125000 Penalty: 3224.479248
	Iteration 24Q: 3 clusters Score -1077059 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1077109.250000 Penalty: 3224.479248
	Iteration 25Q: 3 clusters Score -1077109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1077168.000000 Penalty: 3224.479248
	Iteration 26Q: 3 clusters Score -1077168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1077198.625000 Penalty: 3224.479248
	Iteration 27Q: 3 clusters Score -1077199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -1077229.250000 Penalty: 3224.479248
	Iteration 28Q: 3 clusters Score -1077229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1077255.375000 Penalty: 3224.479248
	Iteration 29Q: 3 clusters Score -1077255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1077268.000000 Penalty: 3224.479248
	Iteration 30Q: 3 clusters Score -1077268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -1077276.500000 Penalty: 3224.479248
	Iteration 31Q: 3 clusters Score -1077276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1077286.750000 Penalty: 3224.479248
	Iteration 32Q: 3 clusters Score -1077287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1077290.625000 Penalty: 3224.479248
	Iteration 33Q: 3 clusters Score -1077291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -1077292.125000 Penalty: 3224.479248
	Iteration 34Q: 3 clusters Score -1077292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1077292.125000 Penalty: 3224.479248
	Iteration 35Q: 3 clusters Score -1077292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1077291.750000 Penalty: 3224.479248
	Iteration 36Q: 3 clusters Score -1077292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1077294.125000 Penalty: 3224.479248
	Iteration 37Q: 3 clusters Score -1077294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1077298.000000 Penalty: 3224.479248
	Iteration 38Q: 3 clusters Score -1077298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1077298.000000 Penalty: 3224.479248
	Iteration 39F: 3 clusters Score -1077298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Entering Unmasked Estep 
Score: -941058.375000 Penalty: 1589.922852
	Iteration 0F: 2 clusters Score -941058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -928901.125000 Penalty: 3179.845703
	Iteration 0F: 3 clusters Score -928901.1 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -933271.375000 Penalty: 3179.845703
	Iteration 1F: 3 clusters Score -933271.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -933564.437500 Penalty: 3179.845703
	Iteration 2Q: 3 clusters Score -933564.4 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -933873.062500 Penalty: 3179.845703
	Iteration 3Q: 3 clusters Score -933873.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -934236.562500 Penalty: 3179.845703
	Iteration 4Q: 3 clusters Score -934236.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -934685.250000 Penalty: 3179.845703
	Iteration 5F: 3 clusters Score -934685.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -935303.812500 Penalty: 3179.845703
	Iteration 6F: 3 clusters Score -935303.8 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -936081.312500 Penalty: 3179.845703
	Iteration 7F: 3 clusters Score -936081.3 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -936981.375000 Penalty: 3179.845703
	Iteration 8F: 3 clusters Score -936981.4 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -937761.625000 Penalty: 3179.845703
	Iteration 9F: 3 clusters Score -937761.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -938376.812500 Penalty: 3179.845703
	Iteration 10Q: 3 clusters Score -938376.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -938814.375000 Penalty: 3179.845703
	Iteration 11Q: 3 clusters Score -938814.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -939097.000000 Penalty: 3179.845703
	Iteration 12Q: 3 clusters Score -939097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -939245.875000 Penalty: 3179.845703
	Iteration 13Q: 3 clusters Score -939245.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -939354.375000 Penalty: 3179.845703
	Iteration 14Q: 3 clusters Score -939354.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -939457.375000 Penalty: 3179.845703
	Iteration 15Q: 3 clusters Score -939457.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -939511.937500 Penalty: 3179.845703
	Iteration 16Q: 3 clusters Score -939511.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -939557.687500 Penalty: 3179.845703
	Iteration 17Q: 3 clusters Score -939557.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -939597.500000 Penalty: 3179.845703
	Iteration 18Q: 3 clusters Score -939597.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -939631.187500 Penalty: 3179.845703
	Iteration 19Q: 3 clusters Score -939631.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -939666.500000 Penalty: 3179.845703
	Iteration 20F: 3 clusters Score -939666.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -939688.562500 Penalty: 3179.845703
	Iteration 21Q: 3 clusters Score -939688.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -939705.625000 Penalty: 3179.845703
	Iteration 22Q: 3 clusters Score -939705.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -939712.062500 Penalty: 3179.845703
	Iteration 23Q: 3 clusters Score -939712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -939721.625000 Penalty: 3179.845703
	Iteration 24Q: 3 clusters Score -939721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -939728.562500 Penalty: 3179.845703
	Iteration 25Q: 3 clusters Score -939728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -939733.750000 Penalty: 3179.845703
	Iteration 26Q: 3 clusters Score -939733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -939736.625000 Penalty: 3179.845703
	Iteration 27Q: 3 clusters Score -939736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -939739.625000 Penalty: 3179.845703
	Iteration 28Q: 3 clusters Score -939739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -939742.812500 Penalty: 3179.845703
	Iteration 29Q: 3 clusters Score -939742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -939744.750000 Penalty: 3179.845703
	Iteration 30Q: 3 clusters Score -939744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -939746.062500 Penalty: 3179.845703
	Iteration 31Q: 3 clusters Score -939746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -939747.500000 Penalty: 3179.845703
	Iteration 32Q: 3 clusters Score -939747.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -939747.500000 Penalty: 3179.845703
	Iteration 33F: 3 clusters Score -939747.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -184682.406250 Penalty: 1335.684326
	Iteration 0F: 2 clusters Score -184682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -181475.734375 Penalty: 2671.368652
	Iteration 0F: 3 clusters Score -181475.7 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -182258.671875 Penalty: 2671.368652
	Iteration 1F: 3 clusters Score -182258.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -182423.125000 Penalty: 2671.368652
	Iteration 2F: 3 clusters Score -182423.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -182534.859375 Penalty: 2671.368652
	Iteration 3F: 3 clusters Score -182534.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -182614.656250 Penalty: 2671.368652
	Iteration 4Q: 3 clusters Score -182614.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -182675.781250 Penalty: 2671.368652
	Iteration 5Q: 3 clusters Score -182675.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -182734.484375 Penalty: 2671.368652
	Iteration 6Q: 3 clusters Score -182734.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -182787.718750 Penalty: 2671.368652
	Iteration 7Q: 3 clusters Score -182787.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -182842.562500 Penalty: 2671.368652
	Iteration 8Q: 3 clusters Score -182842.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -182888.250000 Penalty: 2671.368652
	Iteration 9Q: 3 clusters Score -182888.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -182930.234375 Penalty: 2671.368652
	Iteration 10Q: 3 clusters Score -182930.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -182975.218750 Penalty: 2671.368652
	Iteration 11Q: 3 clusters Score -182975.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -183020.562500 Penalty: 2671.368652
	Iteration 12Q: 3 clusters Score -183020.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -183065.156250 Penalty: 2671.368652
	Iteration 13Q: 3 clusters Score -183065.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -183111.000000 Penalty: 2671.368652
	Iteration 14Q: 3 clusters Score -183111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -183170.468750 Penalty: 2671.368652
	Iteration 15Q: 3 clusters Score -183170.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -183223.796875 Penalty: 2671.368652
	Iteration 16Q: 3 clusters Score -183223.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -183287.593750 Penalty: 2671.368652
	Iteration 17Q: 3 clusters Score -183287.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -183355.546875 Penalty: 2671.368652
	Iteration 18Q: 3 clusters Score -183355.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -183419.453125 Penalty: 2671.368652
	Iteration 19Q: 3 clusters Score -183419.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -183474.671875 Penalty: 2671.368652
	Iteration 20F: 3 clusters Score -183474.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -183521.625000 Penalty: 2671.368652
	Iteration 21Q: 3 clusters Score -183521.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -183553.265625 Penalty: 2671.368652
	Iteration 22Q: 3 clusters Score -183553.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -183587.406250 Penalty: 2671.368652
	Iteration 23Q: 3 clusters Score -183587.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -183604.796875 Penalty: 2671.368652
	Iteration 24Q: 3 clusters Score -183604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -183610.546875 Penalty: 2671.368652
	Iteration 25Q: 3 clusters Score -183610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -183614.390625 Penalty: 2671.368652
	Iteration 26Q: 3 clusters Score -183614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -183615.968750 Penalty: 2671.368652
	Iteration 27Q: 3 clusters Score -183616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -183616.187500 Penalty: 2671.368652
	Iteration 28Q: 3 clusters Score -183616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -183616.187500 Penalty: 2671.368652
	Iteration 29F: 3 clusters Score -183616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (205571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205571 members 
Entering Unmasked Estep 
Score: -10725031.000000 Penalty: 1987.951416
	Iteration 0F: 2 clusters Score -1.072503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -10586350.000000 Penalty: 3975.902832
	Iteration 0F: 3 clusters Score -1.058635e+07 nChanged 99920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -10645262.000000 Penalty: 3975.902832
	Iteration 1F: 3 clusters Score -1.064526e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -10646289.000000 Penalty: 3975.902832
	Iteration 2Q: 3 clusters Score -1.064629e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112341 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -10647757.000000 Penalty: 3975.902832
	Iteration 3Q: 3 clusters Score -1.064776e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -10650304.000000 Penalty: 3975.902832
	Iteration 4Q: 3 clusters Score -1.06503e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -10654821.000000 Penalty: 3975.902832
	Iteration 5Q: 3 clusters Score -1.065482e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -10663558.000000 Penalty: 3975.902832
	Iteration 6F: 3 clusters Score -1.066356e+07 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157215 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -10677062.000000 Penalty: 3975.902832
	Iteration 7F: 3 clusters Score -1.067706e+07 nChanged 18249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175412 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -10694111.000000 Penalty: 3975.902832
	Iteration 8F: 3 clusters Score -1.069411e+07 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190725 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -10709081.000000 Penalty: 3975.902832
	Iteration 9F: 3 clusters Score -1.070908e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199874 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -10717967.000000 Penalty: 3975.902832
	Iteration 10Q: 3 clusters Score -1.071797e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203793 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10721668.000000 Penalty: 3975.902832
	Iteration 11Q: 3 clusters Score -1.072167e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205005 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10722761.000000 Penalty: 3975.902832
	Iteration 12Q: 3 clusters Score -1.072276e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205299 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10723025.000000 Penalty: 3975.902832
	Iteration 13Q: 3 clusters Score -1.072302e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205366 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10723100.000000 Penalty: 3975.902832
	Iteration 14Q: 3 clusters Score -1.07231e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205389 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10723156.000000 Penalty: 3975.902832
	Iteration 15Q: 3 clusters Score -1.072316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205401 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10723168.000000 Penalty: 3975.902832
	Iteration 16Q: 3 clusters Score -1.072317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205410 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10723182.000000 Penalty: 3975.902832
	Iteration 17Q: 3 clusters Score -1.072318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205419 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10723205.000000 Penalty: 3975.902832
	Iteration 18Q: 3 clusters Score -1.07232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205423 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10723200.000000 Penalty: 3975.902832
	Iteration 19Q: 3 clusters Score -1.07232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205423 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10723217.000000 Penalty: 3975.902832
	Iteration 20F: 3 clusters Score -1.072322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205426 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10723220.000000 Penalty: 3975.902832
	Iteration 21Q: 3 clusters Score -1.072322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205428 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10723228.000000 Penalty: 3975.902832
	Iteration 22Q: 3 clusters Score -1.072323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205431 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10723240.000000 Penalty: 3975.902832
	Iteration 23Q: 3 clusters Score -1.072324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205430 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10723243.000000 Penalty: 3975.902832
	Iteration 24Q: 3 clusters Score -1.072324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205429 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10723253.000000 Penalty: 3975.902832
	Iteration 25Q: 3 clusters Score -1.072325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205430 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10723251.000000 Penalty: 3975.902832
	Iteration 26Q: 3 clusters Score -1.072325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205430 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10723251.000000 Penalty: 3975.902832
	Iteration 27F: 3 clusters Score -1.072325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -304334.187500 Penalty: 1419.418335
	Iteration 0F: 2 clusters Score -304334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -299600.125000 Penalty: 2838.836670
	Iteration 0F: 3 clusters Score -299600.1 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -301462.312500 Penalty: 2838.836670
	Iteration 1F: 3 clusters Score -301462.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -302036.625000 Penalty: 2838.836670
	Iteration 2F: 3 clusters Score -302036.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -302524.718750 Penalty: 2838.836670
	Iteration 3F: 3 clusters Score -302524.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -302927.750000 Penalty: 2838.836670
	Iteration 4F: 3 clusters Score -302927.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -303194.468750 Penalty: 2838.836670
	Iteration 5F: 3 clusters Score -303194.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -303371.812500 Penalty: 2838.836670
	Iteration 6Q: 3 clusters Score -303371.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -303483.125000 Penalty: 2838.836670
	Iteration 7Q: 3 clusters Score -303483.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -303540.625000 Penalty: 2838.836670
	Iteration 8Q: 3 clusters Score -303540.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -303571.937500 Penalty: 2838.836670
	Iteration 9Q: 3 clusters Score -303571.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -303593.812500 Penalty: 2838.836670
	Iteration 10Q: 3 clusters Score -303593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -303606.375000 Penalty: 2838.836670
	Iteration 11Q: 3 clusters Score -303606.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -303614.812500 Penalty: 2838.836670
	Iteration 12Q: 3 clusters Score -303614.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -303624.375000 Penalty: 2838.836670
	Iteration 13Q: 3 clusters Score -303624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -303632.625000 Penalty: 2838.836670
	Iteration 14Q: 3 clusters Score -303632.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -303641.781250 Penalty: 2838.836670
	Iteration 15Q: 3 clusters Score -303641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -303650.843750 Penalty: 2838.836670
	Iteration 16Q: 3 clusters Score -303650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -303659.343750 Penalty: 2838.836670
	Iteration 17Q: 3 clusters Score -303659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -303669.156250 Penalty: 2838.836670
	Iteration 18Q: 3 clusters Score -303669.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -303676.968750 Penalty: 2838.836670
	Iteration 19Q: 3 clusters Score -303677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -303694.093750 Penalty: 2838.836670
	Iteration 20F: 3 clusters Score -303694.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -303707.687500 Penalty: 2838.836670
	Iteration 21Q: 3 clusters Score -303707.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -303725.343750 Penalty: 2838.836670
	Iteration 22Q: 3 clusters Score -303725.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -303742.156250 Penalty: 2838.836670
	Iteration 23Q: 3 clusters Score -303742.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -303755.750000 Penalty: 2838.836670
	Iteration 24Q: 3 clusters Score -303755.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -303769.625000 Penalty: 2838.836670
	Iteration 25Q: 3 clusters Score -303769.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -303777.218750 Penalty: 2838.836670
	Iteration 26Q: 3 clusters Score -303777.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -303780.281250 Penalty: 2838.836670
	Iteration 27Q: 3 clusters Score -303780.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -303784.500000 Penalty: 2838.836670
	Iteration 28Q: 3 clusters Score -303784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -303785.093750 Penalty: 2838.836670
	Iteration 29Q: 3 clusters Score -303785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -303784.843750 Penalty: 2838.836670
	Iteration 30Q: 3 clusters Score -303784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -303786.312500 Penalty: 2838.836670
	Iteration 31Q: 3 clusters Score -303786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -303789.468750 Penalty: 2838.836670
	Iteration 32Q: 3 clusters Score -303789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -303792.937500 Penalty: 2838.836670
	Iteration 33Q: 3 clusters Score -303792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -303794.625000 Penalty: 2838.836670
	Iteration 34Q: 3 clusters Score -303794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -303796.156250 Penalty: 2838.836670
	Iteration 35Q: 3 clusters Score -303796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -303800.500000 Penalty: 2838.836670
	Iteration 36Q: 3 clusters Score -303800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -303802.687500 Penalty: 2838.836670
	Iteration 37Q: 3 clusters Score -303802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -303804.000000 Penalty: 2838.836670
	Iteration 38Q: 3 clusters Score -303804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -303804.781250 Penalty: 2838.836670
	Iteration 39Q: 3 clusters Score -303804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -303804.781250 Penalty: 2838.836670
	Iteration 40F: 3 clusters Score -303804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Entering Unmasked Estep 
Score: -427181.843750 Penalty: 1462.237427
	Iteration 0F: 2 clusters Score -427181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -421281.531250 Penalty: 2924.474854
	Iteration 0F: 3 clusters Score -421281.5 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -423177.125000 Penalty: 2924.474854
	Iteration 1F: 3 clusters Score -423177.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -423437.437500 Penalty: 2924.474854
	Iteration 2F: 3 clusters Score -423437.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -423630.750000 Penalty: 2924.474854
	Iteration 3F: 3 clusters Score -423630.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -423782.656250 Penalty: 2924.474854
	Iteration 4Q: 3 clusters Score -423782.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -423920.625000 Penalty: 2924.474854
	Iteration 5Q: 3 clusters Score -423920.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -424058.656250 Penalty: 2924.474854
	Iteration 6Q: 3 clusters Score -424058.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -424214.687500 Penalty: 2924.474854
	Iteration 7Q: 3 clusters Score -424214.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -424371.531250 Penalty: 2924.474854
	Iteration 8Q: 3 clusters Score -424371.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -424510.218750 Penalty: 2924.474854
	Iteration 9Q: 3 clusters Score -424510.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -424670.562500 Penalty: 2924.474854
	Iteration 10Q: 3 clusters Score -424670.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -424813.125000 Penalty: 2924.474854
	Iteration 11Q: 3 clusters Score -424813.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -424945.093750 Penalty: 2924.474854
	Iteration 12Q: 3 clusters Score -424945.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -425054.718750 Penalty: 2924.474854
	Iteration 13Q: 3 clusters Score -425054.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -425141.968750 Penalty: 2924.474854
	Iteration 14Q: 3 clusters Score -425142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -425210.500000 Penalty: 2924.474854
	Iteration 15Q: 3 clusters Score -425210.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -425280.437500 Penalty: 2924.474854
	Iteration 16Q: 3 clusters Score -425280.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -425339.968750 Penalty: 2924.474854
	Iteration 17Q: 3 clusters Score -425340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -425391.781250 Penalty: 2924.474854
	Iteration 18Q: 3 clusters Score -425391.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -425437.281250 Penalty: 2924.474854
	Iteration 19Q: 3 clusters Score -425437.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -425496.125000 Penalty: 2924.474854
	Iteration 20F: 3 clusters Score -425496.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -425556.437500 Penalty: 2924.474854
	Iteration 21Q: 3 clusters Score -425556.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -425592.156250 Penalty: 2924.474854
	Iteration 22Q: 3 clusters Score -425592.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -425623.031250 Penalty: 2924.474854
	Iteration 23Q: 3 clusters Score -425623 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -425649.656250 Penalty: 2924.474854
	Iteration 24Q: 3 clusters Score -425649.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -425670.375000 Penalty: 2924.474854
	Iteration 25Q: 3 clusters Score -425670.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -425695.125000 Penalty: 2924.474854
	Iteration 26Q: 3 clusters Score -425695.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -425718.062500 Penalty: 2924.474854
	Iteration 27Q: 3 clusters Score -425718.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -425742.500000 Penalty: 2924.474854
	Iteration 28Q: 3 clusters Score -425742.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -425756.906250 Penalty: 2924.474854
	Iteration 29Q: 3 clusters Score -425756.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -425766.531250 Penalty: 2924.474854
	Iteration 30Q: 3 clusters Score -425766.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -425776.281250 Penalty: 2924.474854
	Iteration 31Q: 3 clusters Score -425776.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -425783.312500 Penalty: 2924.474854
	Iteration 32Q: 3 clusters Score -425783.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -425791.281250 Penalty: 2924.474854
	Iteration 33Q: 3 clusters Score -425791.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -425800.093750 Penalty: 2924.474854
	Iteration 34Q: 3 clusters Score -425800.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -425805.781250 Penalty: 2924.474854
	Iteration 35Q: 3 clusters Score -425805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -425811.937500 Penalty: 2924.474854
	Iteration 36Q: 3 clusters Score -425811.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -425819.343750 Penalty: 2924.474854
	Iteration 37Q: 3 clusters Score -425819.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -425827.468750 Penalty: 2924.474854
	Iteration 38Q: 3 clusters Score -425827.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -425832.437500 Penalty: 2924.474854
	Iteration 39Q: 3 clusters Score -425832.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -425837.968750 Penalty: 2924.474854
	Iteration 40F: 3 clusters Score -425838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -425842.375000 Penalty: 2924.474854
	Iteration 41Q: 3 clusters Score -425842.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -425847.093750 Penalty: 2924.474854
	Iteration 42Q: 3 clusters Score -425847.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -425849.125000 Penalty: 2924.474854
	Iteration 43Q: 3 clusters Score -425849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -425853.093750 Penalty: 2924.474854
	Iteration 44Q: 3 clusters Score -425853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -425856.343750 Penalty: 2924.474854
	Iteration 45Q: 3 clusters Score -425856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -425859.781250 Penalty: 2924.474854
	Iteration 46Q: 3 clusters Score -425859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -425860.937500 Penalty: 2924.474854
	Iteration 47Q: 3 clusters Score -425860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -425861.562500 Penalty: 2924.474854
	Iteration 48Q: 3 clusters Score -425861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -425861.562500 Penalty: 2924.474854
	Iteration 49F: 3 clusters Score -425861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -577173.000000 Penalty: 1513.022705
	Iteration 0F: 2 clusters Score -577173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -569341.437500 Penalty: 3026.045410
	Iteration 0F: 3 clusters Score -569341.4 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -571920.812500 Penalty: 3026.045410
	Iteration 1F: 3 clusters Score -571920.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -572248.250000 Penalty: 3026.045410
	Iteration 2F: 3 clusters Score -572248.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -572541.875000 Penalty: 3026.045410
	Iteration 3F: 3 clusters Score -572541.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -572831.750000 Penalty: 3026.045410
	Iteration 4F: 3 clusters Score -572831.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -573114.062500 Penalty: 3026.045410
	Iteration 5Q: 3 clusters Score -573114.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -573403.125000 Penalty: 3026.045410
	Iteration 6Q: 3 clusters Score -573403.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -573704.625000 Penalty: 3026.045410
	Iteration 7Q: 3 clusters Score -573704.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -573997.375000 Penalty: 3026.045410
	Iteration 8Q: 3 clusters Score -573997.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -574304.625000 Penalty: 3026.045410
	Iteration 9Q: 3 clusters Score -574304.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -574584.937500 Penalty: 3026.045410
	Iteration 10Q: 3 clusters Score -574584.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -574758.687500 Penalty: 3026.045410
	Iteration 11Q: 3 clusters Score -574758.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -574864.125000 Penalty: 3026.045410
	Iteration 12Q: 3 clusters Score -574864.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -574934.125000 Penalty: 3026.045410
	Iteration 13Q: 3 clusters Score -574934.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -574978.312500 Penalty: 3026.045410
	Iteration 14Q: 3 clusters Score -574978.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -575011.750000 Penalty: 3026.045410
	Iteration 15Q: 3 clusters Score -575011.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -575036.812500 Penalty: 3026.045410
	Iteration 16Q: 3 clusters Score -575036.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -575065.500000 Penalty: 3026.045410
	Iteration 17Q: 3 clusters Score -575065.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -575092.500000 Penalty: 3026.045410
	Iteration 18Q: 3 clusters Score -575092.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -575119.437500 Penalty: 3026.045410
	Iteration 19Q: 3 clusters Score -575119.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -575143.312500 Penalty: 3026.045410
	Iteration 20F: 3 clusters Score -575143.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -575166.062500 Penalty: 3026.045410
	Iteration 21Q: 3 clusters Score -575166.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -575187.000000 Penalty: 3026.045410
	Iteration 22Q: 3 clusters Score -575187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -575201.125000 Penalty: 3026.045410
	Iteration 23Q: 3 clusters Score -575201.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -575216.937500 Penalty: 3026.045410
	Iteration 24Q: 3 clusters Score -575216.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -575235.500000 Penalty: 3026.045410
	Iteration 25Q: 3 clusters Score -575235.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -575249.937500 Penalty: 3026.045410
	Iteration 26Q: 3 clusters Score -575249.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -575263.375000 Penalty: 3026.045410
	Iteration 27Q: 3 clusters Score -575263.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -575278.000000 Penalty: 3026.045410
	Iteration 28Q: 3 clusters Score -575278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -575292.312500 Penalty: 3026.045410
	Iteration 29Q: 3 clusters Score -575292.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -575304.687500 Penalty: 3026.045410
	Iteration 30Q: 3 clusters Score -575304.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -575324.437500 Penalty: 3026.045410
	Iteration 31Q: 3 clusters Score -575324.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -575343.437500 Penalty: 3026.045410
	Iteration 32Q: 3 clusters Score -575343.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -575365.312500 Penalty: 3026.045410
	Iteration 33Q: 3 clusters Score -575365.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -575385.062500 Penalty: 3026.045410
	Iteration 34Q: 3 clusters Score -575385.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -575406.875000 Penalty: 3026.045410
	Iteration 35Q: 3 clusters Score -575406.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -575430.687500 Penalty: 3026.045410
	Iteration 36Q: 3 clusters Score -575430.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -575453.687500 Penalty: 3026.045410
	Iteration 37Q: 3 clusters Score -575453.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -575471.000000 Penalty: 3026.045410
	Iteration 38Q: 3 clusters Score -575471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -575483.437500 Penalty: 3026.045410
	Iteration 39Q: 3 clusters Score -575483.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -575496.250000 Penalty: 3026.045410
	Iteration 40F: 3 clusters Score -575496.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -575507.750000 Penalty: 3026.045410
	Iteration 41Q: 3 clusters Score -575507.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -575515.000000 Penalty: 3026.045410
	Iteration 42Q: 3 clusters Score -575515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -575522.750000 Penalty: 3026.045410
	Iteration 43Q: 3 clusters Score -575522.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -575528.937500 Penalty: 3026.045410
	Iteration 44Q: 3 clusters Score -575528.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -575533.187500 Penalty: 3026.045410
	Iteration 45Q: 3 clusters Score -575533.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -575543.312500 Penalty: 3026.045410
	Iteration 46Q: 3 clusters Score -575543.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -575548.875000 Penalty: 3026.045410
	Iteration 47Q: 3 clusters Score -575548.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -575554.062500 Penalty: 3026.045410
	Iteration 48Q: 3 clusters Score -575554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -575556.812500 Penalty: 3026.045410
	Iteration 49Q: 3 clusters Score -575556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -575559.187500 Penalty: 3026.045410
	Iteration 50Q: 3 clusters Score -575559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -575564.875000 Penalty: 3026.045410
	Iteration 51Q: 3 clusters Score -575564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -575568.750000 Penalty: 3026.045410
	Iteration 52Q: 3 clusters Score -575568.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -575572.875000 Penalty: 3026.045410
	Iteration 53Q: 3 clusters Score -575572.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -575574.125000 Penalty: 3026.045410
	Iteration 54Q: 3 clusters Score -575574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -575574.937500 Penalty: 3026.045410
	Iteration 55Q: 3 clusters Score -575574.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -575580.687500 Penalty: 3026.045410
	Iteration 56Q: 3 clusters Score -575580.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -575582.937500 Penalty: 3026.045410
	Iteration 57Q: 3 clusters Score -575582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -575583.000000 Penalty: 3026.045410
	Iteration 58Q: 3 clusters Score -575583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -575584.250000 Penalty: 3026.045410
	Iteration 59Q: 3 clusters Score -575584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -575585.937500 Penalty: 3026.045410
	Iteration 60F: 3 clusters Score -575585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -575588.062500 Penalty: 3026.045410
	Iteration 61Q: 3 clusters Score -575588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -575586.875000 Penalty: 3026.045410
	Iteration 62Q: 3 clusters Score -575586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -575589.375000 Penalty: 3026.045410
	Iteration 63Q: 3 clusters Score -575589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -575590.812500 Penalty: 3026.045410
	Iteration 64Q: 3 clusters Score -575590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -575590.812500 Penalty: 3026.045410
	Iteration 65Q: 3 clusters Score -575590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -575591.312500 Penalty: 3026.045410
	Iteration 66Q: 3 clusters Score -575591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -575590.000000 Penalty: 3026.045410
	Iteration 67Q: 3 clusters Score -575590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -575591.875000 Penalty: 3026.045410
	Iteration 68Q: 3 clusters Score -575591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -575592.250000 Penalty: 3026.045410
	Iteration 69Q: 3 clusters Score -575592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -575592.250000 Penalty: 3026.045410
	Iteration 70Q: 3 clusters Score -575592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -575592.250000 Penalty: 3026.045410
	Iteration 71F: 3 clusters Score -575592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Entering Unmasked Estep 
Score: -2545436.500000 Penalty: 1754.828125
	Iteration 0F: 2 clusters Score -2545436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2512696.000000 Penalty: 3509.656250
	Iteration 0F: 3 clusters Score -2512696 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2526572.500000 Penalty: 3509.656250
	Iteration 1F: 3 clusters Score -2526572 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2528164.500000 Penalty: 3509.656250
	Iteration 2F: 3 clusters Score -2528164 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2530155.500000 Penalty: 3509.656250
	Iteration 3F: 3 clusters Score -2530156 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2532538.750000 Penalty: 3509.656250
	Iteration 4F: 3 clusters Score -2532539 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2535405.000000 Penalty: 3509.656250
	Iteration 5F: 3 clusters Score -2535405 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2538673.250000 Penalty: 3509.656250
	Iteration 6F: 3 clusters Score -2538673 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -2541367.500000 Penalty: 3509.656250
	Iteration 7F: 3 clusters Score -2541368 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -2542754.000000 Penalty: 3509.656250
	Iteration 8Q: 3 clusters Score -2542754 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -2543374.250000 Penalty: 3509.656250
	Iteration 9Q: 3 clusters Score -2543374 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -2543713.250000 Penalty: 3509.656250
	Iteration 10Q: 3 clusters Score -2543713 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2543942.000000 Penalty: 3509.656250
	Iteration 11Q: 3 clusters Score -2543942 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -2544090.250000 Penalty: 3509.656250
	Iteration 12Q: 3 clusters Score -2544090 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -2544168.250000 Penalty: 3509.656250
	Iteration 13Q: 3 clusters Score -2544168 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -2544242.500000 Penalty: 3509.656250
	Iteration 14Q: 3 clusters Score -2544242 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -2544277.750000 Penalty: 3509.656250
	Iteration 15Q: 3 clusters Score -2544278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2544315.750000 Penalty: 3509.656250
	Iteration 16Q: 3 clusters Score -2544316 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -2544333.500000 Penalty: 3509.656250
	Iteration 17Q: 3 clusters Score -2544334 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -2544361.750000 Penalty: 3509.656250
	Iteration 18Q: 3 clusters Score -2544362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -2544382.000000 Penalty: 3509.656250
	Iteration 19Q: 3 clusters Score -2544382 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -2544411.500000 Penalty: 3509.656250
	Iteration 20F: 3 clusters Score -2544412 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -2544418.250000 Penalty: 3509.656250
	Iteration 21Q: 3 clusters Score -2544418 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -2544421.750000 Penalty: 3509.656250
	Iteration 22Q: 3 clusters Score -2544422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -2544433.000000 Penalty: 3509.656250
	Iteration 23Q: 3 clusters Score -2544433 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -2544444.500000 Penalty: 3509.656250
	Iteration 24Q: 3 clusters Score -2544444 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -2544454.250000 Penalty: 3509.656250
	Iteration 25Q: 3 clusters Score -2544454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -2544466.750000 Penalty: 3509.656250
	Iteration 26Q: 3 clusters Score -2544467 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -2544474.000000 Penalty: 3509.656250
	Iteration 27Q: 3 clusters Score -2544474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -2544479.250000 Penalty: 3509.656250
	Iteration 28Q: 3 clusters Score -2544479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -2544483.500000 Penalty: 3509.656250
	Iteration 29Q: 3 clusters Score -2544484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -2544493.500000 Penalty: 3509.656250
	Iteration 30Q: 3 clusters Score -2544494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -2544499.500000 Penalty: 3509.656250
	Iteration 31Q: 3 clusters Score -2544500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -2544506.500000 Penalty: 3509.656250
	Iteration 32Q: 3 clusters Score -2544506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -2544517.250000 Penalty: 3509.656250
	Iteration 33Q: 3 clusters Score -2544517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -2544524.500000 Penalty: 3509.656250
	Iteration 34Q: 3 clusters Score -2544524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -2544525.750000 Penalty: 3509.656250
	Iteration 35Q: 3 clusters Score -2544526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2544533.750000 Penalty: 3509.656250
	Iteration 36Q: 3 clusters Score -2544534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -2544530.000000 Penalty: 3509.656250
	Iteration 37Q: 3 clusters Score -2544530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -2544532.500000 Penalty: 3509.656250
	Iteration 38Q: 3 clusters Score -2544532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -2544537.250000 Penalty: 3509.656250
	Iteration 39Q: 3 clusters Score -2544537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -2544540.500000 Penalty: 3509.656250
	Iteration 40F: 3 clusters Score -2544540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -2544542.000000 Penalty: 3509.656250
	Iteration 41Q: 3 clusters Score -2544542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -2544541.500000 Penalty: 3509.656250
	Iteration 42Q: 3 clusters Score -2544542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -2544545.250000 Penalty: 3509.656250
	Iteration 43Q: 3 clusters Score -2544545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -2544543.250000 Penalty: 3509.656250
	Iteration 44Q: 3 clusters Score -2544543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -2544537.750000 Penalty: 3509.656250
	Iteration 45Q: 3 clusters Score -2544538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -2544542.500000 Penalty: 3509.656250
	Iteration 46Q: 3 clusters Score -2544542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -2544538.500000 Penalty: 3509.656250
	Iteration 47Q: 3 clusters Score -2544538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -2544540.500000 Penalty: 3509.656250
	Iteration 48Q: 3 clusters Score -2544540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -2544543.000000 Penalty: 3509.656250
	Iteration 49Q: 3 clusters Score -2544543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -2544543.250000 Penalty: 3509.656250
	Iteration 50Q: 3 clusters Score -2544543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -2544542.750000 Penalty: 3509.656250
	Iteration 51Q: 3 clusters Score -2544543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -2544539.000000 Penalty: 3509.656250
	Iteration 52Q: 3 clusters Score -2544539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -2544539.000000 Penalty: 3509.656250
	Iteration 53Q: 3 clusters Score -2544539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -2544540.750000 Penalty: 3509.656250
	Iteration 54Q: 3 clusters Score -2544541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -2544540.750000 Penalty: 3509.656250
	Iteration 55F: 3 clusters Score -2544541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Entering Unmasked Estep 
Score: -960205.625000 Penalty: 1592.952271
	Iteration 0F: 2 clusters Score -960205.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -947871.875000 Penalty: 3185.904541
	Iteration 0F: 3 clusters Score -947871.9 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -952113.625000 Penalty: 3185.904541
	Iteration 1F: 3 clusters Score -952113.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -952344.812500 Penalty: 3185.904541
	Iteration 2Q: 3 clusters Score -952344.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -952531.437500 Penalty: 3185.904541
	Iteration 3Q: 3 clusters Score -952531.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -952689.875000 Penalty: 3185.904541
	Iteration 4Q: 3 clusters Score -952689.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -952818.500000 Penalty: 3185.904541
	Iteration 5Q: 3 clusters Score -952818.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -952940.250000 Penalty: 3185.904541
	Iteration 6Q: 3 clusters Score -952940.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -953083.562500 Penalty: 3185.904541
	Iteration 7Q: 3 clusters Score -953083.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -953240.375000 Penalty: 3185.904541
	Iteration 8Q: 3 clusters Score -953240.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -953414.187500 Penalty: 3185.904541
	Iteration 9Q: 3 clusters Score -953414.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -953605.437500 Penalty: 3185.904541
	Iteration 10Q: 3 clusters Score -953605.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -953825.312500 Penalty: 3185.904541
	Iteration 11Q: 3 clusters Score -953825.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -954092.312500 Penalty: 3185.904541
	Iteration 12Q: 3 clusters Score -954092.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -954447.125000 Penalty: 3185.904541
	Iteration 13Q: 3 clusters Score -954447.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -954890.062500 Penalty: 3185.904541
	Iteration 14Q: 3 clusters Score -954890.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -955385.125000 Penalty: 3185.904541
	Iteration 15Q: 3 clusters Score -955385.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -955850.875000 Penalty: 3185.904541
	Iteration 16Q: 3 clusters Score -955850.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -956200.000000 Penalty: 3185.904541
	Iteration 17Q: 3 clusters Score -956200 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -956397.312500 Penalty: 3185.904541
	Iteration 18Q: 3 clusters Score -956397.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -956497.437500 Penalty: 3185.904541
	Iteration 19Q: 3 clusters Score -956497.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -956566.937500 Penalty: 3185.904541
	Iteration 20F: 3 clusters Score -956566.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -956620.562500 Penalty: 3185.904541
	Iteration 21Q: 3 clusters Score -956620.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -956664.187500 Penalty: 3185.904541
	Iteration 22Q: 3 clusters Score -956664.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -956699.375000 Penalty: 3185.904541
	Iteration 23Q: 3 clusters Score -956699.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -956739.500000 Penalty: 3185.904541
	Iteration 24Q: 3 clusters Score -956739.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -956767.750000 Penalty: 3185.904541
	Iteration 25Q: 3 clusters Score -956767.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -956798.312500 Penalty: 3185.904541
	Iteration 26Q: 3 clusters Score -956798.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -956828.562500 Penalty: 3185.904541
	Iteration 27Q: 3 clusters Score -956828.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -956855.125000 Penalty: 3185.904541
	Iteration 28Q: 3 clusters Score -956855.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -956877.187500 Penalty: 3185.904541
	Iteration 29Q: 3 clusters Score -956877.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -956895.812500 Penalty: 3185.904541
	Iteration 30Q: 3 clusters Score -956895.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -956916.500000 Penalty: 3185.904541
	Iteration 31Q: 3 clusters Score -956916.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -956931.937500 Penalty: 3185.904541
	Iteration 32Q: 3 clusters Score -956931.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -956956.500000 Penalty: 3185.904541
	Iteration 33Q: 3 clusters Score -956956.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -956969.625000 Penalty: 3185.904541
	Iteration 34Q: 3 clusters Score -956969.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -956991.500000 Penalty: 3185.904541
	Iteration 35Q: 3 clusters Score -956991.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -957009.875000 Penalty: 3185.904541
	Iteration 36Q: 3 clusters Score -957009.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -957025.062500 Penalty: 3185.904541
	Iteration 37Q: 3 clusters Score -957025.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -957043.687500 Penalty: 3185.904541
	Iteration 38Q: 3 clusters Score -957043.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -957060.250000 Penalty: 3185.904541
	Iteration 39Q: 3 clusters Score -957060.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -957072.562500 Penalty: 3185.904541
	Iteration 40F: 3 clusters Score -957072.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -957088.062500 Penalty: 3185.904541
	Iteration 41Q: 3 clusters Score -957088.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -957100.062500 Penalty: 3185.904541
	Iteration 42Q: 3 clusters Score -957100.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -957115.562500 Penalty: 3185.904541
	Iteration 43Q: 3 clusters Score -957115.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -957128.812500 Penalty: 3185.904541
	Iteration 44Q: 3 clusters Score -957128.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -957150.250000 Penalty: 3185.904541
	Iteration 45Q: 3 clusters Score -957150.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -957165.937500 Penalty: 3185.904541
	Iteration 46Q: 3 clusters Score -957165.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -957185.437500 Penalty: 3185.904541
	Iteration 47Q: 3 clusters Score -957185.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -957212.437500 Penalty: 3185.904541
	Iteration 48Q: 3 clusters Score -957212.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -957241.562500 Penalty: 3185.904541
	Iteration 49Q: 3 clusters Score -957241.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -957266.062500 Penalty: 3185.904541
	Iteration 50Q: 3 clusters Score -957266.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -957300.625000 Penalty: 3185.904541
	Iteration 51Q: 3 clusters Score -957300.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -957344.875000 Penalty: 3185.904541
	Iteration 52Q: 3 clusters Score -957344.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -957402.937500 Penalty: 3185.904541
	Iteration 53Q: 3 clusters Score -957402.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -957465.875000 Penalty: 3185.904541
	Iteration 54Q: 3 clusters Score -957465.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -957550.625000 Penalty: 3185.904541
	Iteration 55Q: 3 clusters Score -957550.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -957632.937500 Penalty: 3185.904541
	Iteration 56Q: 3 clusters Score -957632.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -957713.187500 Penalty: 3185.904541
	Iteration 57Q: 3 clusters Score -957713.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -957798.750000 Penalty: 3185.904541
	Iteration 58Q: 3 clusters Score -957798.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -957876.562500 Penalty: 3185.904541
	Iteration 59Q: 3 clusters Score -957876.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -957962.937500 Penalty: 3185.904541
	Iteration 60F: 3 clusters Score -957962.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -958030.750000 Penalty: 3185.904541
	Iteration 61Q: 3 clusters Score -958030.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -958084.375000 Penalty: 3185.904541
	Iteration 62Q: 3 clusters Score -958084.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -958132.625000 Penalty: 3185.904541
	Iteration 63Q: 3 clusters Score -958132.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -958173.125000 Penalty: 3185.904541
	Iteration 64Q: 3 clusters Score -958173.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -958211.437500 Penalty: 3185.904541
	Iteration 65Q: 3 clusters Score -958211.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -958257.750000 Penalty: 3185.904541
	Iteration 66Q: 3 clusters Score -958257.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -958293.750000 Penalty: 3185.904541
	Iteration 67Q: 3 clusters Score -958293.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -958335.312500 Penalty: 3185.904541
	Iteration 68Q: 3 clusters Score -958335.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -958363.125000 Penalty: 3185.904541
	Iteration 69Q: 3 clusters Score -958363.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -958391.812500 Penalty: 3185.904541
	Iteration 70Q: 3 clusters Score -958391.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -958420.062500 Penalty: 3185.904541
	Iteration 71Q: 3 clusters Score -958420.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -958447.875000 Penalty: 3185.904541
	Iteration 72Q: 3 clusters Score -958447.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -958466.375000 Penalty: 3185.904541
	Iteration 73Q: 3 clusters Score -958466.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -958482.500000 Penalty: 3185.904541
	Iteration 74Q: 3 clusters Score -958482.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -958504.562500 Penalty: 3185.904541
	Iteration 75Q: 3 clusters Score -958504.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -958522.687500 Penalty: 3185.904541
	Iteration 76Q: 3 clusters Score -958522.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -958539.250000 Penalty: 3185.904541
	Iteration 77Q: 3 clusters Score -958539.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -958555.375000 Penalty: 3185.904541
	Iteration 78Q: 3 clusters Score -958555.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -958574.312500 Penalty: 3185.904541
	Iteration 79Q: 3 clusters Score -958574.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -958587.312500 Penalty: 3185.904541
	Iteration 80F: 3 clusters Score -958587.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -958601.812500 Penalty: 3185.904541
	Iteration 81Q: 3 clusters Score -958601.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -958619.500000 Penalty: 3185.904541
	Iteration 82Q: 3 clusters Score -958619.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -958632.750000 Penalty: 3185.904541
	Iteration 83Q: 3 clusters Score -958632.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -958645.125000 Penalty: 3185.904541
	Iteration 84Q: 3 clusters Score -958645.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -958650.750000 Penalty: 3185.904541
	Iteration 85Q: 3 clusters Score -958650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -958658.625000 Penalty: 3185.904541
	Iteration 86Q: 3 clusters Score -958658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -958661.937500 Penalty: 3185.904541
	Iteration 87Q: 3 clusters Score -958661.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -958669.062500 Penalty: 3185.904541
	Iteration 88Q: 3 clusters Score -958669.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -958672.000000 Penalty: 3185.904541
	Iteration 89Q: 3 clusters Score -958672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -958679.375000 Penalty: 3185.904541
	Iteration 90Q: 3 clusters Score -958679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -958683.625000 Penalty: 3185.904541
	Iteration 91Q: 3 clusters Score -958683.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -958688.125000 Penalty: 3185.904541
	Iteration 92Q: 3 clusters Score -958688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -958690.437500 Penalty: 3185.904541
	Iteration 93Q: 3 clusters Score -958690.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -958694.187500 Penalty: 3185.904541
	Iteration 94Q: 3 clusters Score -958694.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -958698.687500 Penalty: 3185.904541
	Iteration 95Q: 3 clusters Score -958698.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -958705.062500 Penalty: 3185.904541
	Iteration 96Q: 3 clusters Score -958705.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -958713.625000 Penalty: 3185.904541
	Iteration 97Q: 3 clusters Score -958713.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -958715.375000 Penalty: 3185.904541
	Iteration 98Q: 3 clusters Score -958715.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -958723.562500 Penalty: 3185.904541
	Iteration 99Q: 3 clusters Score -958723.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -958734.687500 Penalty: 3185.904541
	Iteration 100F: 3 clusters Score -958734.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -958744.562500 Penalty: 3185.904541
	Iteration 101Q: 3 clusters Score -958744.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -958757.937500 Penalty: 3185.904541
	Iteration 102Q: 3 clusters Score -958757.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -958767.687500 Penalty: 3185.904541
	Iteration 103Q: 3 clusters Score -958767.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -958780.500000 Penalty: 3185.904541
	Iteration 104Q: 3 clusters Score -958780.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -958785.312500 Penalty: 3185.904541
	Iteration 105Q: 3 clusters Score -958785.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -958788.500000 Penalty: 3185.904541
	Iteration 106Q: 3 clusters Score -958788.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -958792.750000 Penalty: 3185.904541
	Iteration 107Q: 3 clusters Score -958792.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -958797.875000 Penalty: 3185.904541
	Iteration 108Q: 3 clusters Score -958797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -958801.625000 Penalty: 3185.904541
	Iteration 109Q: 3 clusters Score -958801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -958802.375000 Penalty: 3185.904541
	Iteration 110Q: 3 clusters Score -958802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -958806.312500 Penalty: 3185.904541
	Iteration 111Q: 3 clusters Score -958806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -958806.125000 Penalty: 3185.904541
	Iteration 112Q: 3 clusters Score -958806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -958806.750000 Penalty: 3185.904541
	Iteration 113Q: 3 clusters Score -958806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -958807.937500 Penalty: 3185.904541
	Iteration 114Q: 3 clusters Score -958807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -958807.937500 Penalty: 3185.904541
	Iteration 115F: 3 clusters Score -958807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -120952.640625 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -120952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -118499.984375 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -118500 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -119049.187500 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -119049.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -119172.328125 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -119172.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -119233.804688 Penalty: 2549.887451
	Iteration 3Q: 3 clusters Score -119233.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -119281.070312 Penalty: 2549.887451
	Iteration 4Q: 3 clusters Score -119281.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -119310.796875 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -119310.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -119336.796875 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -119336.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -119361.765625 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -119361.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -119376.429688 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -119376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -119395.281250 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -119395.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -119410.789062 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -119410.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -119426.804688 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -119426.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -119436.937500 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -119436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -119442.585938 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -119442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -119446.125000 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -119446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -119448.703125 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -119448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -119451.648438 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -119451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -119453.179688 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -119453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -119455.968750 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -119456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -119456.789062 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -119456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -119457.632812 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -119457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -119458.242188 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -119458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -119459.890625 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -119459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -119463.343750 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -119463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -119467.179688 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -119467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119472.109375 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -119472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -119476.046875 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -119476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -119480.031250 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -119480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119483.664062 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -119483.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -119487.281250 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -119487.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -119489.328125 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -119489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -119491.390625 Penalty: 2549.887451
	Iteration 31Q: 3 clusters Score -119491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -119495.765625 Penalty: 2549.887451
	Iteration 32Q: 3 clusters Score -119495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -119498.226562 Penalty: 2549.887451
	Iteration 33Q: 3 clusters Score -119498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -119501.234375 Penalty: 2549.887451
	Iteration 34Q: 3 clusters Score -119501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -119504.296875 Penalty: 2549.887451
	Iteration 35Q: 3 clusters Score -119504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -119506.328125 Penalty: 2549.887451
	Iteration 36Q: 3 clusters Score -119506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -119508.921875 Penalty: 2549.887451
	Iteration 37Q: 3 clusters Score -119508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -119509.601562 Penalty: 2549.887451
	Iteration 38Q: 3 clusters Score -119509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -119509.601562 Penalty: 2549.887451
	Iteration 39F: 3 clusters Score -119509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -188293.609375 Penalty: 1350.442505
	Iteration 0F: 2 clusters Score -188293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -184875.890625 Penalty: 2700.885010
	Iteration 0F: 3 clusters Score -184875.9 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -185735.265625 Penalty: 2700.885010
	Iteration 1F: 3 clusters Score -185735.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -185901.203125 Penalty: 2700.885010
	Iteration 2F: 3 clusters Score -185901.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -186008.625000 Penalty: 2700.885010
	Iteration 3F: 3 clusters Score -186008.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -186077.421875 Penalty: 2700.885010
	Iteration 4Q: 3 clusters Score -186077.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -186133.453125 Penalty: 2700.885010
	Iteration 5Q: 3 clusters Score -186133.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -186183.890625 Penalty: 2700.885010
	Iteration 6Q: 3 clusters Score -186183.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -186228.031250 Penalty: 2700.885010
	Iteration 7Q: 3 clusters Score -186228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -186270.796875 Penalty: 2700.885010
	Iteration 8Q: 3 clusters Score -186270.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -186303.500000 Penalty: 2700.885010
	Iteration 9Q: 3 clusters Score -186303.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -186329.203125 Penalty: 2700.885010
	Iteration 10Q: 3 clusters Score -186329.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -186356.890625 Penalty: 2700.885010
	Iteration 11Q: 3 clusters Score -186356.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -186384.343750 Penalty: 2700.885010
	Iteration 12Q: 3 clusters Score -186384.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -186414.515625 Penalty: 2700.885010
	Iteration 13Q: 3 clusters Score -186414.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -186445.156250 Penalty: 2700.885010
	Iteration 14Q: 3 clusters Score -186445.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -186475.109375 Penalty: 2700.885010
	Iteration 15Q: 3 clusters Score -186475.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -186515.468750 Penalty: 2700.885010
	Iteration 16Q: 3 clusters Score -186515.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -186573.921875 Penalty: 2700.885010
	Iteration 17Q: 3 clusters Score -186573.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -186640.296875 Penalty: 2700.885010
	Iteration 18Q: 3 clusters Score -186640.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -186710.390625 Penalty: 2700.885010
	Iteration 19Q: 3 clusters Score -186710.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -186775.812500 Penalty: 2700.885010
	Iteration 20F: 3 clusters Score -186775.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -186823.046875 Penalty: 2700.885010
	Iteration 21Q: 3 clusters Score -186823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -186868.328125 Penalty: 2700.885010
	Iteration 22Q: 3 clusters Score -186868.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -186901.281250 Penalty: 2700.885010
	Iteration 23Q: 3 clusters Score -186901.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -186926.906250 Penalty: 2700.885010
	Iteration 24Q: 3 clusters Score -186926.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -186945.296875 Penalty: 2700.885010
	Iteration 25Q: 3 clusters Score -186945.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -186957.265625 Penalty: 2700.885010
	Iteration 26Q: 3 clusters Score -186957.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -186966.421875 Penalty: 2700.885010
	Iteration 27Q: 3 clusters Score -186966.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -186977.078125 Penalty: 2700.885010
	Iteration 28Q: 3 clusters Score -186977.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -186985.750000 Penalty: 2700.885010
	Iteration 29Q: 3 clusters Score -186985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -186990.656250 Penalty: 2700.885010
	Iteration 30Q: 3 clusters Score -186990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -186996.937500 Penalty: 2700.885010
	Iteration 31Q: 3 clusters Score -186996.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -187003.625000 Penalty: 2700.885010
	Iteration 32Q: 3 clusters Score -187003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -187010.890625 Penalty: 2700.885010
	Iteration 33Q: 3 clusters Score -187010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -187019.250000 Penalty: 2700.885010
	Iteration 34Q: 3 clusters Score -187019.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -187030.031250 Penalty: 2700.885010
	Iteration 35Q: 3 clusters Score -187030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -187038.687500 Penalty: 2700.885010
	Iteration 36Q: 3 clusters Score -187038.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -187044.156250 Penalty: 2700.885010
	Iteration 37Q: 3 clusters Score -187044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -187049.968750 Penalty: 2700.885010
	Iteration 38Q: 3 clusters Score -187050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -187055.671875 Penalty: 2700.885010
	Iteration 39Q: 3 clusters Score -187055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -187063.687500 Penalty: 2700.885010
	Iteration 40F: 3 clusters Score -187063.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -187072.562500 Penalty: 2700.885010
	Iteration 41Q: 3 clusters Score -187072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -187080.750000 Penalty: 2700.885010
	Iteration 42Q: 3 clusters Score -187080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -187087.125000 Penalty: 2700.885010
	Iteration 43Q: 3 clusters Score -187087.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -187090.390625 Penalty: 2700.885010
	Iteration 44Q: 3 clusters Score -187090.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -187094.265625 Penalty: 2700.885010
	Iteration 45Q: 3 clusters Score -187094.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -187098.218750 Penalty: 2700.885010
	Iteration 46Q: 3 clusters Score -187098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -187101.531250 Penalty: 2700.885010
	Iteration 47Q: 3 clusters Score -187101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -187104.843750 Penalty: 2700.885010
	Iteration 48Q: 3 clusters Score -187104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -187107.281250 Penalty: 2700.885010
	Iteration 49Q: 3 clusters Score -187107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -187108.687500 Penalty: 2700.885010
	Iteration 50Q: 3 clusters Score -187108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -187109.734375 Penalty: 2700.885010
	Iteration 51Q: 3 clusters Score -187109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -187110.890625 Penalty: 2700.885010
	Iteration 52Q: 3 clusters Score -187110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -187112.062500 Penalty: 2700.885010
	Iteration 53Q: 3 clusters Score -187112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -187114.718750 Penalty: 2700.885010
	Iteration 54Q: 3 clusters Score -187114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -187115.093750 Penalty: 2700.885010
	Iteration 55Q: 3 clusters Score -187115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -187115.406250 Penalty: 2700.885010
	Iteration 56Q: 3 clusters Score -187115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -187115.750000 Penalty: 2700.885010
	Iteration 57Q: 3 clusters Score -187115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -187116.796875 Penalty: 2700.885010
	Iteration 58Q: 3 clusters Score -187116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -187117.265625 Penalty: 2700.885010
	Iteration 59Q: 3 clusters Score -187117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -187117.921875 Penalty: 2700.885010
	Iteration 60F: 3 clusters Score -187117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -187118.343750 Penalty: 2700.885010
	Iteration 61Q: 3 clusters Score -187118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -187118.921875 Penalty: 2700.885010
	Iteration 62Q: 3 clusters Score -187118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -187120.187500 Penalty: 2700.885010
	Iteration 63Q: 3 clusters Score -187120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -187122.187500 Penalty: 2700.885010
	Iteration 64Q: 3 clusters Score -187122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -187123.750000 Penalty: 2700.885010
	Iteration 65Q: 3 clusters Score -187123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -187126.671875 Penalty: 2700.885010
	Iteration 66Q: 3 clusters Score -187126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -187129.796875 Penalty: 2700.885010
	Iteration 67Q: 3 clusters Score -187129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -187133.468750 Penalty: 2700.885010
	Iteration 68Q: 3 clusters Score -187133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -187136.703125 Penalty: 2700.885010
	Iteration 69Q: 3 clusters Score -187136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -187141.046875 Penalty: 2700.885010
	Iteration 70Q: 3 clusters Score -187141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -187144.671875 Penalty: 2700.885010
	Iteration 71Q: 3 clusters Score -187144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -187147.468750 Penalty: 2700.885010
	Iteration 72Q: 3 clusters Score -187147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -187148.812500 Penalty: 2700.885010
	Iteration 73Q: 3 clusters Score -187148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -187149.640625 Penalty: 2700.885010
	Iteration 74Q: 3 clusters Score -187149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -187150.765625 Penalty: 2700.885010
	Iteration 75Q: 3 clusters Score -187150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -187150.765625 Penalty: 2700.885010
	Iteration 76F: 3 clusters Score -187150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -287424.125000 Penalty: 1423.802856
	Iteration 0F: 2 clusters Score -287424.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -282621.125000 Penalty: 2847.605713
	Iteration 0F: 3 clusters Score -282621.1 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -284098.375000 Penalty: 2847.605713
	Iteration 1F: 3 clusters Score -284098.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -284316.343750 Penalty: 2847.605713
	Iteration 2F: 3 clusters Score -284316.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -284482.843750 Penalty: 2847.605713
	Iteration 3F: 3 clusters Score -284482.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -284623.812500 Penalty: 2847.605713
	Iteration 4Q: 3 clusters Score -284623.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -284749.312500 Penalty: 2847.605713
	Iteration 5Q: 3 clusters Score -284749.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -284869.406250 Penalty: 2847.605713
	Iteration 6Q: 3 clusters Score -284869.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -284971.562500 Penalty: 2847.605713
	Iteration 7Q: 3 clusters Score -284971.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -285081.406250 Penalty: 2847.605713
	Iteration 8Q: 3 clusters Score -285081.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -285197.437500 Penalty: 2847.605713
	Iteration 9Q: 3 clusters Score -285197.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -285307.437500 Penalty: 2847.605713
	Iteration 10Q: 3 clusters Score -285307.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -285408.968750 Penalty: 2847.605713
	Iteration 11Q: 3 clusters Score -285409 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -285509.343750 Penalty: 2847.605713
	Iteration 12Q: 3 clusters Score -285509.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -285596.625000 Penalty: 2847.605713
	Iteration 13Q: 3 clusters Score -285596.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -285681.500000 Penalty: 2847.605713
	Iteration 14Q: 3 clusters Score -285681.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -285749.062500 Penalty: 2847.605713
	Iteration 15Q: 3 clusters Score -285749.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -285804.593750 Penalty: 2847.605713
	Iteration 16Q: 3 clusters Score -285804.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -285847.031250 Penalty: 2847.605713
	Iteration 17Q: 3 clusters Score -285847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -285876.656250 Penalty: 2847.605713
	Iteration 18Q: 3 clusters Score -285876.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -285901.562500 Penalty: 2847.605713
	Iteration 19Q: 3 clusters Score -285901.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -285921.812500 Penalty: 2847.605713
	Iteration 20F: 3 clusters Score -285921.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -285933.937500 Penalty: 2847.605713
	Iteration 21Q: 3 clusters Score -285933.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -285941.250000 Penalty: 2847.605713
	Iteration 22Q: 3 clusters Score -285941.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -285951.718750 Penalty: 2847.605713
	Iteration 23Q: 3 clusters Score -285951.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -285962.781250 Penalty: 2847.605713
	Iteration 24Q: 3 clusters Score -285962.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -285969.937500 Penalty: 2847.605713
	Iteration 25Q: 3 clusters Score -285969.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -285980.343750 Penalty: 2847.605713
	Iteration 26Q: 3 clusters Score -285980.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -285990.718750 Penalty: 2847.605713
	Iteration 27Q: 3 clusters Score -285990.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -285998.593750 Penalty: 2847.605713
	Iteration 28Q: 3 clusters Score -285998.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -286007.468750 Penalty: 2847.605713
	Iteration 29Q: 3 clusters Score -286007.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -286018.812500 Penalty: 2847.605713
	Iteration 30Q: 3 clusters Score -286018.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -286031.875000 Penalty: 2847.605713
	Iteration 31Q: 3 clusters Score -286031.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -286044.062500 Penalty: 2847.605713
	Iteration 32Q: 3 clusters Score -286044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -286052.468750 Penalty: 2847.605713
	Iteration 33Q: 3 clusters Score -286052.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -286058.531250 Penalty: 2847.605713
	Iteration 34Q: 3 clusters Score -286058.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -286062.187500 Penalty: 2847.605713
	Iteration 35Q: 3 clusters Score -286062.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -286068.343750 Penalty: 2847.605713
	Iteration 36Q: 3 clusters Score -286068.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -286076.093750 Penalty: 2847.605713
	Iteration 37Q: 3 clusters Score -286076.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -286082.625000 Penalty: 2847.605713
	Iteration 38Q: 3 clusters Score -286082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -286089.250000 Penalty: 2847.605713
	Iteration 39Q: 3 clusters Score -286089.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -286097.968750 Penalty: 2847.605713
	Iteration 40F: 3 clusters Score -286098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -286104.687500 Penalty: 2847.605713
	Iteration 41Q: 3 clusters Score -286104.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -286113.437500 Penalty: 2847.605713
	Iteration 42Q: 3 clusters Score -286113.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -286125.562500 Penalty: 2847.605713
	Iteration 43Q: 3 clusters Score -286125.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -286142.781250 Penalty: 2847.605713
	Iteration 44Q: 3 clusters Score -286142.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -286157.156250 Penalty: 2847.605713
	Iteration 45Q: 3 clusters Score -286157.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -286178.750000 Penalty: 2847.605713
	Iteration 46Q: 3 clusters Score -286178.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -286208.343750 Penalty: 2847.605713
	Iteration 47Q: 3 clusters Score -286208.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -286236.250000 Penalty: 2847.605713
	Iteration 48Q: 3 clusters Score -286236.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -286258.156250 Penalty: 2847.605713
	Iteration 49Q: 3 clusters Score -286258.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -286288.125000 Penalty: 2847.605713
	Iteration 50Q: 3 clusters Score -286288.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -286328.562500 Penalty: 2847.605713
	Iteration 51Q: 3 clusters Score -286328.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -286371.750000 Penalty: 2847.605713
	Iteration 52Q: 3 clusters Score -286371.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -286404.468750 Penalty: 2847.605713
	Iteration 53Q: 3 clusters Score -286404.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -286433.906250 Penalty: 2847.605713
	Iteration 54Q: 3 clusters Score -286433.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -286448.218750 Penalty: 2847.605713
	Iteration 55Q: 3 clusters Score -286448.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -286463.125000 Penalty: 2847.605713
	Iteration 56Q: 3 clusters Score -286463.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -286475.593750 Penalty: 2847.605713
	Iteration 57Q: 3 clusters Score -286475.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -286486.906250 Penalty: 2847.605713
	Iteration 58Q: 3 clusters Score -286486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -286492.906250 Penalty: 2847.605713
	Iteration 59Q: 3 clusters Score -286492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -286497.625000 Penalty: 2847.605713
	Iteration 60F: 3 clusters Score -286497.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -286504.500000 Penalty: 2847.605713
	Iteration 61Q: 3 clusters Score -286504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -286509.937500 Penalty: 2847.605713
	Iteration 62Q: 3 clusters Score -286509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -286516.093750 Penalty: 2847.605713
	Iteration 63Q: 3 clusters Score -286516.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -286520.250000 Penalty: 2847.605713
	Iteration 64Q: 3 clusters Score -286520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -286523.750000 Penalty: 2847.605713
	Iteration 65Q: 3 clusters Score -286523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -286525.468750 Penalty: 2847.605713
	Iteration 66Q: 3 clusters Score -286525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -286528.375000 Penalty: 2847.605713
	Iteration 67Q: 3 clusters Score -286528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -286529.968750 Penalty: 2847.605713
	Iteration 68Q: 3 clusters Score -286530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -286531.750000 Penalty: 2847.605713
	Iteration 69Q: 3 clusters Score -286531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -286533.593750 Penalty: 2847.605713
	Iteration 70Q: 3 clusters Score -286533.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -286536.250000 Penalty: 2847.605713
	Iteration 71Q: 3 clusters Score -286536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -286540.406250 Penalty: 2847.605713
	Iteration 72Q: 3 clusters Score -286540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -286541.968750 Penalty: 2847.605713
	Iteration 73Q: 3 clusters Score -286542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -286542.812500 Penalty: 2847.605713
	Iteration 74Q: 3 clusters Score -286542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -286544.343750 Penalty: 2847.605713
	Iteration 75Q: 3 clusters Score -286544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -286546.250000 Penalty: 2847.605713
	Iteration 76Q: 3 clusters Score -286546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -286548.031250 Penalty: 2847.605713
	Iteration 77Q: 3 clusters Score -286548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -286548.187500 Penalty: 2847.605713
	Iteration 78Q: 3 clusters Score -286548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -286549.156250 Penalty: 2847.605713
	Iteration 79Q: 3 clusters Score -286549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -286550.468750 Penalty: 2847.605713
	Iteration 80F: 3 clusters Score -286550.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -286550.187500 Penalty: 2847.605713
	Iteration 81Q: 3 clusters Score -286550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -286550.281250 Penalty: 2847.605713
	Iteration 82Q: 3 clusters Score -286550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -286551.156250 Penalty: 2847.605713
	Iteration 83Q: 3 clusters Score -286551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -286551.156250 Penalty: 2847.605713
	Iteration 84F: 3 clusters Score -286551.2 nChanged 0
--- Evaluating fit on full set of 1593789 points ---
Entering Unmasked Estep 
Score: -79436128.000000 Penalty: 41773.753906
24->19 Clusters: Score -79436128.000000, best is -79681304.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 531263 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 22250 members 
Mstep: Class 4 contains 22307 members 
Mstep: Class 5 contains 22093 members 
Mstep: Class 6 contains 22093 members 
Mstep: Class 7 contains 22153 members 
Mstep: Class 8 contains 22477 members 
Mstep: Class 9 contains 22397 members 
Mstep: Class 10 contains 22224 members 
Mstep: Class 11 contains 22088 members 
Mstep: Class 12 contains 22174 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 16 contains 21904 members 
Mstep: Class 17 contains 22038 members 
Mstep: Class 18 contains 22202 members 
Mstep: Class 19 contains 22303 members 
Mstep: Class 20 contains 21825 members 
Mstep: Class 21 contains 22011 members 
Mstep: Class 22 contains 22033 members 
Mstep: Class 23 contains 22187 members 
Mstep: Class 24 contains 22169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 684.184692 but Gain 2142.238281
Score: -24512870.000000 Penalty: 49271.507812
Iteration 0F: 24 clusters Score -2.451287e+07 nChanged 504337
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 14625 members 
Mstep: Class 3 contains 36342 members 
Mstep: Class 4 contains 21176 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 18176 members 
Mstep: Class 7 contains 20083 members 
Mstep: Class 8 contains 27923 members 
Mstep: Class 9 contains 53386 members 
Mstep: Class 10 contains 20691 members 
Mstep: Class 11 contains 21808 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 21519 members 
Mstep: Class 15 contains 28747 members 
Mstep: Class 16 contains 19456 members 
Mstep: Class 17 contains 17554 members 
Mstep: Class 18 contains 18934 members 
Mstep: Class 19 contains 28071 members 
Mstep: Class 20 contains 27426 members 
Mstep: Class 21 contains 24845 members 
Mstep: Class 22 contains 19008 members 
Mstep: Class 23 contains 20452 members 
Mstep: Class 24 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25714512.000000 Penalty: 49271.507812
Iteration 1F: 24 clusters Score -2.571451e+07 nChanged 147573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 40032 members 
Mstep: Class 4 contains 18058 members 
Mstep: Class 5 contains 16783 members 
Mstep: Class 6 contains 15514 members 
Mstep: Class 7 contains 18514 members 
Mstep: Class 8 contains 23209 members 
Mstep: Class 9 contains 79812 members 
Mstep: Class 10 contains 21162 members 
Mstep: Class 11 contains 22114 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 21854 members 
Mstep: Class 15 contains 30764 members 
Mstep: Class 16 contains 19571 members 
Mstep: Class 17 contains 14492 members 
Mstep: Class 18 contains 19428 members 
Mstep: Class 19 contains 25672 members 
Mstep: Class 20 contains 27982 members 
Mstep: Class 21 contains 27904 members 
Mstep: Class 22 contains 17328 members 
Mstep: Class 23 contains 18106 members 
Mstep: Class 24 contains 17640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25898412.000000 Penalty: 49271.507812
Iteration 2F: 24 clusters Score -2.589841e+07 nChanged 126255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7652 members 
Mstep: Class 3 contains 40561 members 
Mstep: Class 4 contains 14825 members 
Mstep: Class 5 contains 12852 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 15653 members 
Mstep: Class 8 contains 20012 members 
Mstep: Class 9 contains 112166 members 
Mstep: Class 10 contains 22465 members 
Mstep: Class 11 contains 25116 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 20447 members 
Mstep: Class 15 contains 31601 members 
Mstep: Class 16 contains 17519 members 
Mstep: Class 17 contains 10971 members 
Mstep: Class 18 contains 23154 members 
Mstep: Class 19 contains 22228 members 
Mstep: Class 20 contains 27567 members 
Mstep: Class 21 contains 28112 members 
Mstep: Class 22 contains 15432 members 
Mstep: Class 23 contains 14743 members 
Mstep: Class 24 contains 16573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26043250.000000 Penalty: 49271.507812
Iteration 3F: 24 clusters Score -2.604325e+07 nChanged 110277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 38600 members 
Mstep: Class 4 contains 11815 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 18695 members 
Mstep: Class 9 contains 149565 members 
Mstep: Class 10 contains 24458 members 
Mstep: Class 11 contains 28996 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17441 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 14602 members 
Mstep: Class 17 contains 7935 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 18539 members 
Mstep: Class 20 contains 26739 members 
Mstep: Class 21 contains 24366 members 
Mstep: Class 22 contains 12823 members 
Mstep: Class 23 contains 10702 members 
Mstep: Class 24 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26162496.000000 Penalty: 49271.507812
Iteration 4F: 24 clusters Score -2.61625e+07 nChanged 92320
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 35709 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 10246 members 
Mstep: Class 8 contains 18242 members 
Mstep: Class 9 contains 186500 members 
Mstep: Class 10 contains 26321 members 
Mstep: Class 11 contains 32004 members 
Mstep: Class 13 contains 5146 members 
Mstep: Class 14 contains 14267 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 16 contains 11896 members 
Mstep: Class 17 contains 5600 members 
Mstep: Class 18 contains 35208 members 
Mstep: Class 19 contains 15410 members 
Mstep: Class 20 contains 25813 members 
Mstep: Class 21 contains 18588 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 16782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26254486.000000 Penalty: 49271.507812
Iteration 5F: 24 clusters Score -2.625449e+07 nChanged 72282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 32985 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 3185 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 17763 members 
Mstep: Class 9 contains 216971 members 
Mstep: Class 10 contains 27622 members 
Mstep: Class 11 contains 33991 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 12262 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 40239 members 
Mstep: Class 19 contains 12717 members 
Mstep: Class 20 contains 24692 members 
Mstep: Class 21 contains 13702 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 3712 members 
Mstep: Class 24 contains 17209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1833.033203 but Gain 2142.238281
Score: -26321950.000000 Penalty: 47129.269531
Iteration 6F: 23 clusters Score -2.632195e+07 nChanged 55896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5670 members 
Mstep: Class 3 contains 31369 members 
Mstep: Class 4 contains 6283 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 9354 members 
Mstep: Class 8 contains 17296 members 
Mstep: Class 9 contains 238916 members 
Mstep: Class 10 contains 28504 members 
Mstep: Class 11 contains 35019 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 11936 members 
Mstep: Class 15 contains 13554 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 44111 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 22880 members 
Mstep: Class 21 contains 11030 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 17589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1247.739258 but Gain 2142.242188
Score: -26371884.000000 Penalty: 44987.027344
Iteration 7F: 22 clusters Score -2.637188e+07 nChanged 42312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 30186 members 
Mstep: Class 4 contains 5340 members 
Mstep: Class 7 contains 9571 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 254528 members 
Mstep: Class 10 contains 28781 members 
Mstep: Class 11 contains 35210 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 12587 members 
Mstep: Class 15 contains 8920 members 
Mstep: Class 16 contains 7325 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 46726 members 
Mstep: Class 19 contains 8255 members 
Mstep: Class 20 contains 20232 members 
Mstep: Class 21 contains 9750 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 17681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1286.308594 but Gain 2142.238281
Score: -26405470.000000 Penalty: 42844.789062
Iteration 8F: 21 clusters Score -2.640547e+07 nChanged 33109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 29529 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 7 contains 9597 members 
Mstep: Class 8 contains 16570 members 
Mstep: Class 9 contains 266016 members 
Mstep: Class 10 contains 28571 members 
Mstep: Class 11 contains 35048 members 
Mstep: Class 13 contains 2185 members 
Mstep: Class 14 contains 13561 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 48901 members 
Mstep: Class 19 contains 6279 members 
Mstep: Class 20 contains 17206 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 3155 members 
Mstep: Class 24 contains 17764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26428116.000000 Penalty: 42844.789062
Iteration 9F: 21 clusters Score -2.642812e+07 nChanged 25469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 29110 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 7 contains 9409 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 273722 members 
Mstep: Class 10 contains 28207 members 
Mstep: Class 11 contains 34706 members 
Mstep: Class 13 contains 2259 members 
Mstep: Class 14 contains 14690 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 50696 members 
Mstep: Class 19 contains 4739 members 
Mstep: Class 20 contains 14169 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 24 contains 17785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26443062.000000 Penalty: 42844.789062
Iteration 10Q: 21 clusters Score -2.644306e+07 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6066 members 
Mstep: Class 3 contains 29008 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 7 contains 9074 members 
Mstep: Class 8 contains 15851 members 
Mstep: Class 9 contains 279156 members 
Mstep: Class 10 contains 27765 members 
Mstep: Class 11 contains 34225 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 2709 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 52120 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 20 contains 11416 members 
Mstep: Class 21 contains 9230 members 
Mstep: Class 22 contains 1875 members 
Mstep: Class 24 contains 17854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1829.384033 but Gain 2142.238281
Score: -26454352.000000 Penalty: 40702.550781
Iteration 11Q: 20 clusters Score -2.645435e+07 nChanged 18302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 29162 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 7 contains 8722 members 
Mstep: Class 8 contains 15645 members 
Mstep: Class 9 contains 283544 members 
Mstep: Class 10 contains 27381 members 
Mstep: Class 11 contains 33852 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 16935 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 53238 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 8973 members 
Mstep: Class 21 contains 9719 members 
Mstep: Class 24 contains 18048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26464446.000000 Penalty: 40702.550781
Iteration 12Q: 20 clusters Score -2.646445e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 28946 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 15456 members 
Mstep: Class 9 contains 285979 members 
Mstep: Class 10 contains 27060 members 
Mstep: Class 11 contains 33393 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 54075 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 6914 members 
Mstep: Class 21 contains 10349 members 
Mstep: Class 24 contains 18115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26471312.000000 Penalty: 40702.550781
Iteration 13Q: 20 clusters Score -2.647131e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 3 contains 28669 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 7 contains 7628 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 287492 members 
Mstep: Class 10 contains 26806 members 
Mstep: Class 11 contains 33055 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 18966 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 54680 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 11002 members 
Mstep: Class 24 contains 18171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26477024.000000 Penalty: 40702.550781
Iteration 14Q: 20 clusters Score -2.647702e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 28307 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 7 contains 7105 members 
Mstep: Class 8 contains 15206 members 
Mstep: Class 9 contains 288456 members 
Mstep: Class 10 contains 26609 members 
Mstep: Class 11 contains 32736 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 19837 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 55157 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 3900 members 
Mstep: Class 21 contains 11632 members 
Mstep: Class 24 contains 18173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1810.864014 but Gain 2142.242188
Score: -26481678.000000 Penalty: 38560.308594
Iteration 15Q: 19 clusters Score -2.648168e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 28118 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 15105 members 
Mstep: Class 9 contains 289259 members 
Mstep: Class 10 contains 26855 members 
Mstep: Class 11 contains 32427 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 20777 members 
Mstep: Class 15 contains 2909 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 55640 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 24 contains 18107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2013.818115 but Gain 2142.238281
Score: -26487778.000000 Penalty: 36418.070312
Iteration 16Q: 18 clusters Score -2.648778e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 5879 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 15021 members 
Mstep: Class 9 contains 289504 members 
Mstep: Class 10 contains 26770 members 
Mstep: Class 11 contains 32111 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 21512 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 18 contains 56425 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 13008 members 
Mstep: Class 24 contains 18051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1852.221924 but Gain 2142.238281
Score: -26492194.000000 Penalty: 34275.832031
Iteration 17Q: 17 clusters Score -2.649219e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5848 members 
Mstep: Class 3 contains 27471 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 7 contains 5765 members 
Mstep: Class 8 contains 15117 members 
Mstep: Class 9 contains 290516 members 
Mstep: Class 10 contains 26707 members 
Mstep: Class 11 contains 31807 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 22308 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 56656 members 
Mstep: Class 21 contains 13326 members 
Mstep: Class 24 contains 17887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26496422.000000 Penalty: 34275.832031
Iteration 18Q: 17 clusters Score -2.649642e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 27032 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 14987 members 
Mstep: Class 9 contains 290361 members 
Mstep: Class 10 contains 26496 members 
Mstep: Class 11 contains 31533 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 22841 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 56787 members 
Mstep: Class 21 contains 13601 members 
Mstep: Class 24 contains 17721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26497894.000000 Penalty: 34275.832031
Iteration 19Q: 17 clusters Score -2.649789e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 26701 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 14890 members 
Mstep: Class 9 contains 290105 members 
Mstep: Class 10 contains 26365 members 
Mstep: Class 11 contains 31246 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 23324 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 56875 members 
Mstep: Class 21 contains 13836 members 
Mstep: Class 24 contains 17569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26499074.000000 Penalty: 34275.832031
Iteration 20F: 17 clusters Score -2.649907e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 26367 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 289682 members 
Mstep: Class 10 contains 26226 members 
Mstep: Class 11 contains 31025 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 23765 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 17 contains 2452 members 
Mstep: Class 18 contains 56921 members 
Mstep: Class 21 contains 14076 members 
Mstep: Class 24 contains 17392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26500162.000000 Penalty: 34275.832031
Iteration 21Q: 17 clusters Score -2.650016e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 26023 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 14738 members 
Mstep: Class 9 contains 289216 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 30816 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 14 contains 24242 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 56982 members 
Mstep: Class 21 contains 14285 members 
Mstep: Class 24 contains 17213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26501182.000000 Penalty: 34275.832031
Iteration 22Q: 17 clusters Score -2.650118e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 25705 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 7 contains 3920 members 
Mstep: Class 8 contains 14682 members 
Mstep: Class 9 contains 288712 members 
Mstep: Class 10 contains 25963 members 
Mstep: Class 11 contains 30660 members 
Mstep: Class 13 contains 3440 members 
Mstep: Class 14 contains 24718 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 57064 members 
Mstep: Class 21 contains 14444 members 
Mstep: Class 24 contains 16996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26501886.000000 Penalty: 34275.832031
Iteration 23Q: 17 clusters Score -2.650189e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 25391 members 
Mstep: Class 4 contains 9365 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 14608 members 
Mstep: Class 9 contains 288272 members 
Mstep: Class 10 contains 25876 members 
Mstep: Class 11 contains 30497 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 25166 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 57127 members 
Mstep: Class 21 contains 14580 members 
Mstep: Class 24 contains 16787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26502616.000000 Penalty: 34275.832031
Iteration 24Q: 17 clusters Score -2.650262e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 25074 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 7 contains 3351 members 
Mstep: Class 8 contains 14543 members 
Mstep: Class 9 contains 287772 members 
Mstep: Class 10 contains 25786 members 
Mstep: Class 11 contains 30389 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25630 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 57205 members 
Mstep: Class 21 contains 14688 members 
Mstep: Class 24 contains 16617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503202.000000 Penalty: 34275.832031
Iteration 25Q: 17 clusters Score -2.65032e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 24834 members 
Mstep: Class 4 contains 10001 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 14487 members 
Mstep: Class 9 contains 287304 members 
Mstep: Class 10 contains 25676 members 
Mstep: Class 11 contains 30289 members 
Mstep: Class 13 contains 3602 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 6344 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 57276 members 
Mstep: Class 21 contains 14792 members 
Mstep: Class 24 contains 16476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26503784.000000 Penalty: 34275.832031
Iteration 26Q: 17 clusters Score -2.650378e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 24554 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 14429 members 
Mstep: Class 9 contains 286879 members 
Mstep: Class 10 contains 25568 members 
Mstep: Class 11 contains 30172 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 26596 members 
Mstep: Class 15 contains 6574 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 57328 members 
Mstep: Class 21 contains 14861 members 
Mstep: Class 24 contains 16357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26504516.000000 Penalty: 34275.832031
Iteration 27Q: 17 clusters Score -2.650452e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 14372 members 
Mstep: Class 9 contains 286514 members 
Mstep: Class 10 contains 25462 members 
Mstep: Class 11 contains 30080 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 27103 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 57369 members 
Mstep: Class 21 contains 14924 members 
Mstep: Class 24 contains 16245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505122.000000 Penalty: 34275.832031
Iteration 28Q: 17 clusters Score -2.650512e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 23888 members 
Mstep: Class 4 contains 10724 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 14319 members 
Mstep: Class 9 contains 286184 members 
Mstep: Class 10 contains 25331 members 
Mstep: Class 11 contains 29980 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 27637 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 57394 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 24 contains 16145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505500.000000 Penalty: 34275.832031
Iteration 29Q: 17 clusters Score -2.65055e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 23578 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 7 contains 2292 members 
Mstep: Class 8 contains 14285 members 
Mstep: Class 9 contains 285858 members 
Mstep: Class 10 contains 25193 members 
Mstep: Class 11 contains 29875 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 57448 members 
Mstep: Class 21 contains 15052 members 
Mstep: Class 24 contains 16059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26505952.000000 Penalty: 34275.832031
Iteration 30Q: 17 clusters Score -2.650595e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 23291 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 285491 members 
Mstep: Class 10 contains 25069 members 
Mstep: Class 11 contains 29812 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 28654 members 
Mstep: Class 15 contains 7204 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 57471 members 
Mstep: Class 21 contains 15113 members 
Mstep: Class 24 contains 15957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26506466.000000 Penalty: 34275.832031
Iteration 31Q: 17 clusters Score -2.650647e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 23025 members 
Mstep: Class 4 contains 11220 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 14205 members 
Mstep: Class 9 contains 285144 members 
Mstep: Class 10 contains 24915 members 
Mstep: Class 11 contains 29760 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 29180 members 
Mstep: Class 15 contains 7332 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 57506 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 24 contains 15864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26506886.000000 Penalty: 34275.832031
Iteration 32Q: 17 clusters Score -2.650689e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 22747 members 
Mstep: Class 4 contains 11354 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 14171 members 
Mstep: Class 9 contains 284838 members 
Mstep: Class 10 contains 24766 members 
Mstep: Class 11 contains 29711 members 
Mstep: Class 13 contains 3911 members 
Mstep: Class 14 contains 29710 members 
Mstep: Class 15 contains 7453 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 57501 members 
Mstep: Class 21 contains 15228 members 
Mstep: Class 24 contains 15786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507464.000000 Penalty: 34275.832031
Iteration 33Q: 17 clusters Score -2.650746e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 11471 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 14156 members 
Mstep: Class 9 contains 284482 members 
Mstep: Class 10 contains 24581 members 
Mstep: Class 11 contains 29689 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 14 contains 30284 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 57493 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 24 contains 15741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26507764.000000 Penalty: 34275.832031
Iteration 34Q: 17 clusters Score -2.650776e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 22154 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 284174 members 
Mstep: Class 10 contains 24422 members 
Mstep: Class 11 contains 29660 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 30866 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 57476 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 24 contains 15684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26508098.000000 Penalty: 34275.832031
Iteration 35Q: 17 clusters Score -2.65081e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 21784 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 7 contains 1499 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 283880 members 
Mstep: Class 10 contains 24235 members 
Mstep: Class 11 contains 29644 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 31504 members 
Mstep: Class 15 contains 7752 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 57454 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 24 contains 15646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2125.180664 but Gain 2142.240234
Score: -26508414.000000 Penalty: 32133.591797
Iteration 36Q: 16 clusters Score -2.650841e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 21883 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 8 contains 14105 members 
Mstep: Class 9 contains 283880 members 
Mstep: Class 10 contains 24099 members 
Mstep: Class 11 contains 29643 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 32699 members 
Mstep: Class 15 contains 7855 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 57432 members 
Mstep: Class 21 contains 15422 members 
Mstep: Class 24 contains 15623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26510532.000000 Penalty: 32133.591797
Iteration 37Q: 16 clusters Score -2.651053e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 8 contains 14076 members 
Mstep: Class 9 contains 283469 members 
Mstep: Class 10 contains 23881 members 
Mstep: Class 11 contains 29659 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 33482 members 
Mstep: Class 15 contains 7939 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 57368 members 
Mstep: Class 21 contains 15458 members 
Mstep: Class 24 contains 15567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26510838.000000 Penalty: 32133.591797
Iteration 38Q: 16 clusters Score -2.651084e+07 nChanged 1815
Entering ConstructFrom: 
Score: -26510838.000000 Penalty: 32133.591797
Entering ConstructFrom: 
Trying to split cluster 1 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -220611.078125 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -220611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -217238.218750 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -217238.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -218079.171875 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -218079.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -218228.875000 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -218228.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -218335.984375 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -218336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -218405.312500 Penalty: 2696.377686
	Iteration 4Q: 3 clusters Score -218405.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -218469.328125 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -218469.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -218541.156250 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -218541.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -218618.234375 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -218618.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218694.562500 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -218694.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -218767.968750 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -218768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -218836.828125 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -218836.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -218897.265625 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -218897.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218969.281250 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -218969.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -219036.234375 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -219036.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -219096.625000 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -219096.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -219137.031250 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -219137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -219177.281250 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -219177.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -219206.312500 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -219206.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -219239.796875 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -219239.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -219274.140625 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -219274.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -219313.390625 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -219313.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -219349.015625 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -219349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -219386.828125 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -219386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -219414.453125 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -219414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -219431.500000 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -219431.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -219447.218750 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -219447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -219461.921875 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -219461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -219469.375000 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -219469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -219476.156250 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -219476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -219484.906250 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -219484.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -219488.718750 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -219488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -219489.656250 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -219489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -219489.656250 Penalty: 2696.377686
	Iteration 32F: 3 clusters Score -219489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -227245.437500 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -227245.4 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 2556 members 
Entering Unmasked Estep 
Score: -223349.906250 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -223349.9 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -224775.890625 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -224775.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -225593.203125 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -225593.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -226697.687500 Penalty: 2768.866943
	Iteration 3F: 3 clusters Score -226697.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -227657.781250 Penalty: 2768.866943
	Iteration 4F: 3 clusters Score -227657.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -228137.515625 Penalty: 2768.866943
	Iteration 5F: 3 clusters Score -228137.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -228294.000000 Penalty: 2768.866943
	Iteration 6Q: 3 clusters Score -228294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -228353.156250 Penalty: 2768.866943
	Iteration 7Q: 3 clusters Score -228353.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -228376.781250 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -228376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -228382.718750 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -228382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -228385.375000 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -228385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -228385.718750 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -228385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -228386.312500 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -228386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -228386.531250 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -228386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -228387.453125 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -228387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -228387.625000 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -228387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -228388.015625 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -228388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -228388.406250 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -228388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -228388.093750 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -228388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -228388.046875 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -228388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -228388.046875 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -228388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 21080 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 283084 members 
Mstep: Class 10 contains 23674 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 34241 members 
Mstep: Class 15 contains 8028 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 57330 members 
Mstep: Class 21 contains 15482 members 
Mstep: Class 24 contains 15527 members 
Entering Unmasked Estep 
Score: -26511276.000000 Penalty: 34275.832031
Splitting cluster 2 changes total score from -26510838.000000 to -26511276.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -1087460.375000 Penalty: 1617.863037
	Iteration 0F: 2 clusters Score -1087460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1073098.125000 Penalty: 3235.726074
	Iteration 0F: 3 clusters Score -1073098 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1078954.125000 Penalty: 3235.726074
	Iteration 1F: 3 clusters Score -1078954 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1079642.250000 Penalty: 3235.726074
	Iteration 2F: 3 clusters Score -1079642 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1080327.250000 Penalty: 3235.726074
	Iteration 3F: 3 clusters Score -1080327 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1080967.875000 Penalty: 3235.726074
	Iteration 4F: 3 clusters Score -1080968 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1081620.250000 Penalty: 3235.726074
	Iteration 5F: 3 clusters Score -1081620 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1082267.750000 Penalty: 3235.726074
	Iteration 6F: 3 clusters Score -1082268 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1083008.125000 Penalty: 3235.726074
	Iteration 7F: 3 clusters Score -1083008 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1083791.250000 Penalty: 3235.726074
	Iteration 8Q: 3 clusters Score -1083791 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1084476.500000 Penalty: 3235.726074
	Iteration 9Q: 3 clusters Score -1084476 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1084968.250000 Penalty: 3235.726074
	Iteration 10Q: 3 clusters Score -1084968 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1085351.625000 Penalty: 3235.726074
	Iteration 11Q: 3 clusters Score -1085352 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1085689.750000 Penalty: 3235.726074
	Iteration 12Q: 3 clusters Score -1085690 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1085975.375000 Penalty: 3235.726074
	Iteration 13Q: 3 clusters Score -1085975 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1086210.500000 Penalty: 3235.726074
	Iteration 14Q: 3 clusters Score -1086210 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1086374.000000 Penalty: 3235.726074
	Iteration 15Q: 3 clusters Score -1086374 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1086512.000000 Penalty: 3235.726074
	Iteration 16Q: 3 clusters Score -1086512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1086626.750000 Penalty: 3235.726074
	Iteration 17Q: 3 clusters Score -1086627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1086719.875000 Penalty: 3235.726074
	Iteration 18Q: 3 clusters Score -1086720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1086817.875000 Penalty: 3235.726074
	Iteration 19Q: 3 clusters Score -1086818 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1086900.125000 Penalty: 3235.726074
	Iteration 20F: 3 clusters Score -1086900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1086969.000000 Penalty: 3235.726074
	Iteration 21Q: 3 clusters Score -1086969 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1087042.250000 Penalty: 3235.726074
	Iteration 22Q: 3 clusters Score -1087042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -1087084.750000 Penalty: 3235.726074
	Iteration 23Q: 3 clusters Score -1087085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1087108.875000 Penalty: 3235.726074
	Iteration 24Q: 3 clusters Score -1087109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1087120.125000 Penalty: 3235.726074
	Iteration 25Q: 3 clusters Score -1087120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1087128.250000 Penalty: 3235.726074
	Iteration 26Q: 3 clusters Score -1087128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1087130.625000 Penalty: 3235.726074
	Iteration 27Q: 3 clusters Score -1087131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1087131.625000 Penalty: 3235.726074
	Iteration 28Q: 3 clusters Score -1087132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1087131.125000 Penalty: 3235.726074
	Iteration 29Q: 3 clusters Score -1087131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1087131.125000 Penalty: 3235.726074
	Iteration 30F: 3 clusters Score -1087131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -633318.250000 Penalty: 1525.343140
	Iteration 0F: 2 clusters Score -633318.2 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 6021 members 
Entering Unmasked Estep 
Score: -624850.687500 Penalty: 3050.686279
	Iteration 0F: 3 clusters Score -624850.7 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -627818.625000 Penalty: 3050.686279
	Iteration 1F: 3 clusters Score -627818.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -628086.187500 Penalty: 3050.686279
	Iteration 2F: 3 clusters Score -628086.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -628297.312500 Penalty: 3050.686279
	Iteration 3Q: 3 clusters Score -628297.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -628501.750000 Penalty: 3050.686279
	Iteration 4Q: 3 clusters Score -628501.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -628736.312500 Penalty: 3050.686279
	Iteration 5Q: 3 clusters Score -628736.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -629007.312500 Penalty: 3050.686279
	Iteration 6Q: 3 clusters Score -629007.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -629335.437500 Penalty: 3050.686279
	Iteration 7Q: 3 clusters Score -629335.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -629775.937500 Penalty: 3050.686279
	Iteration 8F: 3 clusters Score -629775.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -630297.625000 Penalty: 3050.686279
	Iteration 9F: 3 clusters Score -630297.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -630839.312500 Penalty: 3050.686279
	Iteration 10F: 3 clusters Score -630839.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -631293.937500 Penalty: 3050.686279
	Iteration 11Q: 3 clusters Score -631293.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -631581.000000 Penalty: 3050.686279
	Iteration 12Q: 3 clusters Score -631581 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -631751.750000 Penalty: 3050.686279
	Iteration 13Q: 3 clusters Score -631751.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -631850.437500 Penalty: 3050.686279
	Iteration 14Q: 3 clusters Score -631850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -631902.437500 Penalty: 3050.686279
	Iteration 15Q: 3 clusters Score -631902.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -631935.562500 Penalty: 3050.686279
	Iteration 16Q: 3 clusters Score -631935.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -631959.750000 Penalty: 3050.686279
	Iteration 17Q: 3 clusters Score -631959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -631980.375000 Penalty: 3050.686279
	Iteration 18Q: 3 clusters Score -631980.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -631992.437500 Penalty: 3050.686279
	Iteration 19Q: 3 clusters Score -631992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -632003.250000 Penalty: 3050.686279
	Iteration 20F: 3 clusters Score -632003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -632010.562500 Penalty: 3050.686279
	Iteration 21Q: 3 clusters Score -632010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -632010.562500 Penalty: 3050.686279
	Iteration 22F: 3 clusters Score -632010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Entering Unmasked Estep 
Score: -719557.687500 Penalty: 1552.086670
	Iteration 0F: 2 clusters Score -719557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -709717.750000 Penalty: 3104.173340
	Iteration 0F: 3 clusters Score -709717.8 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -713433.000000 Penalty: 3104.173340
	Iteration 1F: 3 clusters Score -713433 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -714074.562500 Penalty: 3104.173340
	Iteration 2F: 3 clusters Score -714074.6 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -714950.375000 Penalty: 3104.173340
	Iteration 3F: 3 clusters Score -714950.4 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -715989.187500 Penalty: 3104.173340
	Iteration 4F: 3 clusters Score -715989.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -716890.437500 Penalty: 3104.173340
	Iteration 5F: 3 clusters Score -716890.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -717495.875000 Penalty: 3104.173340
	Iteration 6F: 3 clusters Score -717495.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -717913.562500 Penalty: 3104.173340
	Iteration 7Q: 3 clusters Score -717913.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -718193.375000 Penalty: 3104.173340
	Iteration 8Q: 3 clusters Score -718193.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -718360.125000 Penalty: 3104.173340
	Iteration 9Q: 3 clusters Score -718360.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -718470.312500 Penalty: 3104.173340
	Iteration 10Q: 3 clusters Score -718470.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -718548.312500 Penalty: 3104.173340
	Iteration 11Q: 3 clusters Score -718548.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -718626.250000 Penalty: 3104.173340
	Iteration 12Q: 3 clusters Score -718626.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -718676.500000 Penalty: 3104.173340
	Iteration 13Q: 3 clusters Score -718676.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -718719.375000 Penalty: 3104.173340
	Iteration 14Q: 3 clusters Score -718719.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -718753.437500 Penalty: 3104.173340
	Iteration 15Q: 3 clusters Score -718753.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -718789.937500 Penalty: 3104.173340
	Iteration 16Q: 3 clusters Score -718789.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -718826.625000 Penalty: 3104.173340
	Iteration 17Q: 3 clusters Score -718826.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -718865.875000 Penalty: 3104.173340
	Iteration 18Q: 3 clusters Score -718865.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -718911.812500 Penalty: 3104.173340
	Iteration 19Q: 3 clusters Score -718911.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -718942.375000 Penalty: 3104.173340
	Iteration 20F: 3 clusters Score -718942.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -718964.875000 Penalty: 3104.173340
	Iteration 21Q: 3 clusters Score -718964.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -718982.625000 Penalty: 3104.173340
	Iteration 22Q: 3 clusters Score -718982.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -718998.812500 Penalty: 3104.173340
	Iteration 23Q: 3 clusters Score -718998.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -719010.625000 Penalty: 3104.173340
	Iteration 24Q: 3 clusters Score -719010.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -719016.687500 Penalty: 3104.173340
	Iteration 25Q: 3 clusters Score -719016.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -719021.812500 Penalty: 3104.173340
	Iteration 26Q: 3 clusters Score -719021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -719026.437500 Penalty: 3104.173340
	Iteration 27Q: 3 clusters Score -719026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -719027.500000 Penalty: 3104.173340
	Iteration 28Q: 3 clusters Score -719027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -719028.500000 Penalty: 3104.173340
	Iteration 29Q: 3 clusters Score -719028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -719028.562500 Penalty: 3104.173340
	Iteration 30Q: 3 clusters Score -719028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -719029.437500 Penalty: 3104.173340
	Iteration 31Q: 3 clusters Score -719029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -719029.500000 Penalty: 3104.173340
	Iteration 32Q: 3 clusters Score -719029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -719028.937500 Penalty: 3104.173340
	Iteration 33Q: 3 clusters Score -719028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -719034.000000 Penalty: 3104.173340
	Iteration 34Q: 3 clusters Score -719034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -719033.562500 Penalty: 3104.173340
	Iteration 35Q: 3 clusters Score -719033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -719036.500000 Penalty: 3104.173340
	Iteration 36Q: 3 clusters Score -719036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -719036.937500 Penalty: 3104.173340
	Iteration 37Q: 3 clusters Score -719036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -719036.875000 Penalty: 3104.173340
	Iteration 38Q: 3 clusters Score -719036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -719038.687500 Penalty: 3104.173340
	Iteration 39Q: 3 clusters Score -719038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -719039.687500 Penalty: 3104.173340
	Iteration 40F: 3 clusters Score -719039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -719039.125000 Penalty: 3104.173340
	Iteration 41Q: 3 clusters Score -719039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -719040.875000 Penalty: 3104.173340
	Iteration 42Q: 3 clusters Score -719040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -719043.562500 Penalty: 3104.173340
	Iteration 43Q: 3 clusters Score -719043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -719044.312500 Penalty: 3104.173340
	Iteration 44Q: 3 clusters Score -719044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -719043.687500 Penalty: 3104.173340
	Iteration 45Q: 3 clusters Score -719043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -719045.750000 Penalty: 3104.173340
	Iteration 46Q: 3 clusters Score -719045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -719046.875000 Penalty: 3104.173340
	Iteration 47Q: 3 clusters Score -719046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -719049.062500 Penalty: 3104.173340
	Iteration 48Q: 3 clusters Score -719049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -719050.500000 Penalty: 3104.173340
	Iteration 49Q: 3 clusters Score -719050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -719054.062500 Penalty: 3104.173340
	Iteration 50Q: 3 clusters Score -719054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -719054.375000 Penalty: 3104.173340
	Iteration 51Q: 3 clusters Score -719054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -719057.437500 Penalty: 3104.173340
	Iteration 52Q: 3 clusters Score -719057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -719056.875000 Penalty: 3104.173340
	Iteration 53Q: 3 clusters Score -719056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -719058.250000 Penalty: 3104.173340
	Iteration 54Q: 3 clusters Score -719058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -719058.437500 Penalty: 3104.173340
	Iteration 55Q: 3 clusters Score -719058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -719059.812500 Penalty: 3104.173340
	Iteration 56Q: 3 clusters Score -719059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -719060.000000 Penalty: 3104.173340
	Iteration 57Q: 3 clusters Score -719060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -719061.062500 Penalty: 3104.173340
	Iteration 58Q: 3 clusters Score -719061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -719062.437500 Penalty: 3104.173340
	Iteration 59Q: 3 clusters Score -719062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -719062.750000 Penalty: 3104.173340
	Iteration 60F: 3 clusters Score -719062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -719062.687500 Penalty: 3104.173340
	Iteration 61Q: 3 clusters Score -719062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -719062.687500 Penalty: 3104.173340
	Iteration 62F: 3 clusters Score -719062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (283084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283084 members 
Entering Unmasked Estep 
Score: -14548825.000000 Penalty: 2039.943604
	Iteration 0F: 2 clusters Score -1.454882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 141662 members 
Entering Unmasked Estep 
Score: -14357649.000000 Penalty: 4079.887207
	Iteration 0F: 3 clusters Score -1.435765e+07 nChanged 138026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 148386 members 
Entering Unmasked Estep 
Score: -14440756.000000 Penalty: 4079.887207
	Iteration 1F: 3 clusters Score -1.444076e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129938 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -14442711.000000 Penalty: 4079.887207
	Iteration 2Q: 3 clusters Score -1.444271e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -14446190.000000 Penalty: 4079.887207
	Iteration 3Q: 3 clusters Score -1.444619e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -14452581.000000 Penalty: 4079.887207
	Iteration 4Q: 3 clusters Score -1.445258e+07 nChanged 18597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 188864 members 
Entering Unmasked Estep 
Score: -14463900.000000 Penalty: 4079.887207
	Iteration 5F: 3 clusters Score -1.44639e+07 nChanged 22802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 210074 members 
Entering Unmasked Estep 
Score: -14481175.000000 Penalty: 4079.887207
	Iteration 6F: 3 clusters Score -1.448118e+07 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 233053 members 
Entering Unmasked Estep 
Score: -14501959.000000 Penalty: 4079.887207
	Iteration 7F: 3 clusters Score -1.450196e+07 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 253391 members 
Entering Unmasked Estep 
Score: -14521032.000000 Penalty: 4079.887207
	Iteration 8F: 3 clusters Score -1.452103e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 268009 members 
Entering Unmasked Estep 
Score: -14534932.000000 Penalty: 4079.887207
	Iteration 9F: 3 clusters Score -1.453493e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 276308 members 
Entering Unmasked Estep 
Score: -14542414.000000 Penalty: 4079.887207
	Iteration 10Q: 3 clusters Score -1.454241e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 280035 members 
Entering Unmasked Estep 
Score: -14545675.000000 Penalty: 4079.887207
	Iteration 11Q: 3 clusters Score -1.454568e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 281436 members 
Entering Unmasked Estep 
Score: -14546782.000000 Penalty: 4079.887207
	Iteration 12Q: 3 clusters Score -1.454678e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 281903 members 
Entering Unmasked Estep 
Score: -14547124.000000 Penalty: 4079.887207
	Iteration 13Q: 3 clusters Score -1.454712e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 282092 members 
Entering Unmasked Estep 
Score: -14547296.000000 Penalty: 4079.887207
	Iteration 14Q: 3 clusters Score -1.45473e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 282185 members 
Entering Unmasked Estep 
Score: -14547370.000000 Penalty: 4079.887207
	Iteration 15Q: 3 clusters Score -1.454737e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 282214 members 
Entering Unmasked Estep 
Score: -14547419.000000 Penalty: 4079.887207
	Iteration 16Q: 3 clusters Score -1.454742e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 282237 members 
Entering Unmasked Estep 
Score: -14547450.000000 Penalty: 4079.887207
	Iteration 17Q: 3 clusters Score -1.454745e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 282265 members 
Entering Unmasked Estep 
Score: -14547467.000000 Penalty: 4079.887207
	Iteration 18Q: 3 clusters Score -1.454747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 282277 members 
Entering Unmasked Estep 
Score: -14547483.000000 Penalty: 4079.887207
	Iteration 19Q: 3 clusters Score -1.454748e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 282282 members 
Entering Unmasked Estep 
Score: -14547498.000000 Penalty: 4079.887207
	Iteration 20F: 3 clusters Score -1.45475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 282290 members 
Entering Unmasked Estep 
Score: -14547521.000000 Penalty: 4079.887207
	Iteration 21Q: 3 clusters Score -1.454752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 282296 members 
Entering Unmasked Estep 
Score: -14547548.000000 Penalty: 4079.887207
	Iteration 22Q: 3 clusters Score -1.454755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 282298 members 
Entering Unmasked Estep 
Score: -14547552.000000 Penalty: 4079.887207
	Iteration 23Q: 3 clusters Score -1.454755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 282303 members 
Entering Unmasked Estep 
Score: -14547568.000000 Penalty: 4079.887207
	Iteration 24Q: 3 clusters Score -1.454757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 282308 members 
Entering Unmasked Estep 
Score: -14547564.000000 Penalty: 4079.887207
	Iteration 25Q: 3 clusters Score -1.454756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 282307 members 
Entering Unmasked Estep 
Score: -14547569.000000 Penalty: 4079.887207
	Iteration 26Q: 3 clusters Score -1.454757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 282305 members 
Entering Unmasked Estep 
Score: -14547575.000000 Penalty: 4079.887207
	Iteration 27Q: 3 clusters Score -1.454758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 282304 members 
Entering Unmasked Estep 
Score: -14547566.000000 Penalty: 4079.887207
	Iteration 28Q: 3 clusters Score -1.454757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 282302 members 
Entering Unmasked Estep 
Score: -14547569.000000 Penalty: 4079.887207
	Iteration 29Q: 3 clusters Score -1.454757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 282305 members 
Entering Unmasked Estep 
Score: -14547577.000000 Penalty: 4079.887207
	Iteration 30Q: 3 clusters Score -1.454758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 282309 members 
Entering Unmasked Estep 
Score: -14547575.000000 Penalty: 4079.887207
	Iteration 31Q: 3 clusters Score -1.454758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 282309 members 
Entering Unmasked Estep 
Score: -14547576.000000 Penalty: 4079.887207
	Iteration 32Q: 3 clusters Score -1.454758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 282310 members 
Entering Unmasked Estep 
Score: -14547586.000000 Penalty: 4079.887207
	Iteration 33Q: 3 clusters Score -1.454759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 282309 members 
Entering Unmasked Estep 
Score: -14547584.000000 Penalty: 4079.887207
	Iteration 34Q: 3 clusters Score -1.454758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 282308 members 
Entering Unmasked Estep 
Score: -14547579.000000 Penalty: 4079.887207
	Iteration 35Q: 3 clusters Score -1.454758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 282307 members 
Entering Unmasked Estep 
Score: -14547594.000000 Penalty: 4079.887207
	Iteration 36Q: 3 clusters Score -1.454759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 282307 members 
Entering Unmasked Estep 
Score: -14547594.000000 Penalty: 4079.887207
	Iteration 37F: 3 clusters Score -1.454759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Entering Unmasked Estep 
Score: -1246311.500000 Penalty: 1636.721680
	Iteration 0F: 2 clusters Score -1246312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1230307.375000 Penalty: 3273.443359
	Iteration 0F: 3 clusters Score -1230307 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1236210.875000 Penalty: 3273.443359
	Iteration 1F: 3 clusters Score -1236211 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1236598.000000 Penalty: 3273.443359
	Iteration 2Q: 3 clusters Score -1236598 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1236954.750000 Penalty: 3273.443359
	Iteration 3Q: 3 clusters Score -1236955 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1237331.000000 Penalty: 3273.443359
	Iteration 4Q: 3 clusters Score -1237331 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1237784.875000 Penalty: 3273.443359
	Iteration 5Q: 3 clusters Score -1237785 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1238388.500000 Penalty: 3273.443359
	Iteration 6F: 3 clusters Score -1238388 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1239190.125000 Penalty: 3273.443359
	Iteration 7F: 3 clusters Score -1239190 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1240222.500000 Penalty: 3273.443359
	Iteration 8F: 3 clusters Score -1240222 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1241447.750000 Penalty: 3273.443359
	Iteration 9F: 3 clusters Score -1241448 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1242706.625000 Penalty: 3273.443359
	Iteration 10F: 3 clusters Score -1242707 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1243655.500000 Penalty: 3273.443359
	Iteration 11Q: 3 clusters Score -1243656 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1244250.375000 Penalty: 3273.443359
	Iteration 12Q: 3 clusters Score -1244250 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1244595.125000 Penalty: 3273.443359
	Iteration 13Q: 3 clusters Score -1244595 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1244741.750000 Penalty: 3273.443359
	Iteration 14Q: 3 clusters Score -1244742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1244820.500000 Penalty: 3273.443359
	Iteration 15Q: 3 clusters Score -1244820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1244867.250000 Penalty: 3273.443359
	Iteration 16Q: 3 clusters Score -1244867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1244902.750000 Penalty: 3273.443359
	Iteration 17Q: 3 clusters Score -1244903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1244921.125000 Penalty: 3273.443359
	Iteration 18Q: 3 clusters Score -1244921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1244945.750000 Penalty: 3273.443359
	Iteration 19Q: 3 clusters Score -1244946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1244964.500000 Penalty: 3273.443359
	Iteration 20F: 3 clusters Score -1244964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1244970.875000 Penalty: 3273.443359
	Iteration 21Q: 3 clusters Score -1244971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1244975.375000 Penalty: 3273.443359
	Iteration 22Q: 3 clusters Score -1244975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1244981.875000 Penalty: 3273.443359
	Iteration 23Q: 3 clusters Score -1244982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1244982.125000 Penalty: 3273.443359
	Iteration 24Q: 3 clusters Score -1244982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1244982.125000 Penalty: 3273.443359
	Iteration 25F: 3 clusters Score -1244982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Entering Unmasked Estep 
Score: -1538772.375000 Penalty: 1673.297852
	Iteration 0F: 2 clusters Score -1538772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1518552.250000 Penalty: 3346.595703
	Iteration 0F: 3 clusters Score -1518552 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1526479.250000 Penalty: 3346.595703
	Iteration 1F: 3 clusters Score -1526479 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1527233.500000 Penalty: 3346.595703
	Iteration 2F: 3 clusters Score -1527234 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1528373.500000 Penalty: 3346.595703
	Iteration 3F: 3 clusters Score -1528374 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1529859.000000 Penalty: 3346.595703
	Iteration 4F: 3 clusters Score -1529859 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1531659.875000 Penalty: 3346.595703
	Iteration 5F: 3 clusters Score -1531660 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1533316.250000 Penalty: 3346.595703
	Iteration 6F: 3 clusters Score -1533316 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1534448.375000 Penalty: 3346.595703
	Iteration 7F: 3 clusters Score -1534448 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1535067.125000 Penalty: 3346.595703
	Iteration 8Q: 3 clusters Score -1535067 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1535364.500000 Penalty: 3346.595703
	Iteration 9Q: 3 clusters Score -1535364 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1535525.625000 Penalty: 3346.595703
	Iteration 10Q: 3 clusters Score -1535526 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1535638.625000 Penalty: 3346.595703
	Iteration 11Q: 3 clusters Score -1535639 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1535730.500000 Penalty: 3346.595703
	Iteration 12Q: 3 clusters Score -1535730 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1535799.875000 Penalty: 3346.595703
	Iteration 13Q: 3 clusters Score -1535800 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1535864.375000 Penalty: 3346.595703
	Iteration 14Q: 3 clusters Score -1535864 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1535917.750000 Penalty: 3346.595703
	Iteration 15Q: 3 clusters Score -1535918 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1535962.000000 Penalty: 3346.595703
	Iteration 16Q: 3 clusters Score -1535962 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1536011.875000 Penalty: 3346.595703
	Iteration 17Q: 3 clusters Score -1536012 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1536072.500000 Penalty: 3346.595703
	Iteration 18Q: 3 clusters Score -1536072 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1536130.000000 Penalty: 3346.595703
	Iteration 19Q: 3 clusters Score -1536130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1536168.375000 Penalty: 3346.595703
	Iteration 20F: 3 clusters Score -1536168 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1536221.625000 Penalty: 3346.595703
	Iteration 21Q: 3 clusters Score -1536222 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1536272.250000 Penalty: 3346.595703
	Iteration 22Q: 3 clusters Score -1536272 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1536319.500000 Penalty: 3346.595703
	Iteration 23Q: 3 clusters Score -1536320 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1536367.750000 Penalty: 3346.595703
	Iteration 24Q: 3 clusters Score -1536368 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1536433.250000 Penalty: 3346.595703
	Iteration 25Q: 3 clusters Score -1536433 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1536483.500000 Penalty: 3346.595703
	Iteration 26Q: 3 clusters Score -1536484 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1536530.250000 Penalty: 3346.595703
	Iteration 27Q: 3 clusters Score -1536530 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1536583.750000 Penalty: 3346.595703
	Iteration 28Q: 3 clusters Score -1536584 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1536628.875000 Penalty: 3346.595703
	Iteration 29Q: 3 clusters Score -1536629 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1536665.375000 Penalty: 3346.595703
	Iteration 30Q: 3 clusters Score -1536665 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1536697.375000 Penalty: 3346.595703
	Iteration 31Q: 3 clusters Score -1536697 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1536732.500000 Penalty: 3346.595703
	Iteration 32Q: 3 clusters Score -1536732 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1536760.250000 Penalty: 3346.595703
	Iteration 33Q: 3 clusters Score -1536760 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1536791.875000 Penalty: 3346.595703
	Iteration 34Q: 3 clusters Score -1536792 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1536820.750000 Penalty: 3346.595703
	Iteration 35Q: 3 clusters Score -1536821 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1536856.000000 Penalty: 3346.595703
	Iteration 36Q: 3 clusters Score -1536856 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1536872.625000 Penalty: 3346.595703
	Iteration 37Q: 3 clusters Score -1536873 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1536905.500000 Penalty: 3346.595703
	Iteration 38Q: 3 clusters Score -1536906 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1536934.375000 Penalty: 3346.595703
	Iteration 39Q: 3 clusters Score -1536934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1536950.250000 Penalty: 3346.595703
	Iteration 40F: 3 clusters Score -1536950 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1536977.875000 Penalty: 3346.595703
	Iteration 41Q: 3 clusters Score -1536978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1536996.750000 Penalty: 3346.595703
	Iteration 42Q: 3 clusters Score -1536997 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1537023.125000 Penalty: 3346.595703
	Iteration 43Q: 3 clusters Score -1537023 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1537033.875000 Penalty: 3346.595703
	Iteration 44Q: 3 clusters Score -1537034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1537053.000000 Penalty: 3346.595703
	Iteration 45Q: 3 clusters Score -1537053 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1537084.750000 Penalty: 3346.595703
	Iteration 46Q: 3 clusters Score -1537085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1537094.375000 Penalty: 3346.595703
	Iteration 47Q: 3 clusters Score -1537094 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1537107.750000 Penalty: 3346.595703
	Iteration 48Q: 3 clusters Score -1537108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1537124.375000 Penalty: 3346.595703
	Iteration 49Q: 3 clusters Score -1537124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1537134.250000 Penalty: 3346.595703
	Iteration 50Q: 3 clusters Score -1537134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1537154.250000 Penalty: 3346.595703
	Iteration 51Q: 3 clusters Score -1537154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1537167.000000 Penalty: 3346.595703
	Iteration 52Q: 3 clusters Score -1537167 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1537183.000000 Penalty: 3346.595703
	Iteration 53Q: 3 clusters Score -1537183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1537194.500000 Penalty: 3346.595703
	Iteration 54Q: 3 clusters Score -1537194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1537206.375000 Penalty: 3346.595703
	Iteration 55Q: 3 clusters Score -1537206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1537214.875000 Penalty: 3346.595703
	Iteration 56Q: 3 clusters Score -1537215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1537228.625000 Penalty: 3346.595703
	Iteration 57Q: 3 clusters Score -1537229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1537236.250000 Penalty: 3346.595703
	Iteration 58Q: 3 clusters Score -1537236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1537252.625000 Penalty: 3346.595703
	Iteration 59Q: 3 clusters Score -1537253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1537258.750000 Penalty: 3346.595703
	Iteration 60F: 3 clusters Score -1537259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1537273.875000 Penalty: 3346.595703
	Iteration 61Q: 3 clusters Score -1537274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1537281.625000 Penalty: 3346.595703
	Iteration 62Q: 3 clusters Score -1537282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1537293.375000 Penalty: 3346.595703
	Iteration 63Q: 3 clusters Score -1537293 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1537304.500000 Penalty: 3346.595703
	Iteration 64Q: 3 clusters Score -1537304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1537318.750000 Penalty: 3346.595703
	Iteration 65Q: 3 clusters Score -1537319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1537332.875000 Penalty: 3346.595703
	Iteration 66Q: 3 clusters Score -1537333 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1537346.750000 Penalty: 3346.595703
	Iteration 67Q: 3 clusters Score -1537347 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1537354.500000 Penalty: 3346.595703
	Iteration 68Q: 3 clusters Score -1537354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1537359.125000 Penalty: 3346.595703
	Iteration 69Q: 3 clusters Score -1537359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1537366.875000 Penalty: 3346.595703
	Iteration 70Q: 3 clusters Score -1537367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1537385.375000 Penalty: 3346.595703
	Iteration 71Q: 3 clusters Score -1537385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1537391.625000 Penalty: 3346.595703
	Iteration 72Q: 3 clusters Score -1537392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1537411 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1537419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1537421 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1537437 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1537437 nChanged 59
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Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1537446 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1537449 nChanged 45
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Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1537447 nChanged 33
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Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1537451.000000 Penalty: 3346.595703
	Iteration 82Q: 3 clusters Score -1537451 nChanged 34
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Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1537452 nChanged 37
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Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1537454 nChanged 34
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Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1537458 nChanged 38
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Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1537464 nChanged 42
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Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1537469 nChanged 51
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Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1537473 nChanged 45
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Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1537470 nChanged 40
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Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1537475 nChanged 42
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Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1537476 nChanged 38
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Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1537485 nChanged 40
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Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1537492 nChanged 46
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Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 6681 members 
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	Iteration 94Q: 3 clusters Score -1537493 nChanged 45
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Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1537497 nChanged 36
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Mstep: Class 1 contains 23050 members 
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	Iteration 96Q: 3 clusters Score -1537504 nChanged 29
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Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1537502 nChanged 47
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Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1537503 nChanged 30
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Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1537504 nChanged 23
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Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 6475 members 
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	Iteration 100F: 3 clusters Score -1537507 nChanged 15
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Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 6460 members 
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	Iteration 101Q: 3 clusters Score -1537507 nChanged 14
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	Iteration 102Q: 3 clusters Score -1537508 nChanged 21
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Mstep: Class 1 contains 23225 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1537514 nChanged 19
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	Iteration 104Q: 3 clusters Score -1537516 nChanged 15
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Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1537521 nChanged 20
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Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1537516 nChanged 19
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Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1537511 nChanged 13
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1537514 nChanged 13
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Mstep: Class 1 contains 23320 members 
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	Iteration 109Q: 3 clusters Score -1537518 nChanged 18
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Mstep: Class 1 contains 23336 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1537520 nChanged 12
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Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1537520 nChanged 8
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Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1537521 nChanged 13
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Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1537518 nChanged 7
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Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1537524 nChanged 13
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Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1537521 nChanged 16
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Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1537522 nChanged 12
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Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1537523 nChanged 15
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Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1537523 nChanged 11
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Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 6211 members 
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	Iteration 119Q: 3 clusters Score -1537521 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1537521 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1537520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1537524 nChanged 11
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Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1537527 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 6152 members 
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	Iteration 124Q: 3 clusters Score -1537527 nChanged 13
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Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1537531 nChanged 13
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Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1537529.000000 Penalty: 3346.595703
	Iteration 126Q: 3 clusters Score -1537529 nChanged 15
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	Iteration 127Q: 3 clusters Score -1537532 nChanged 16
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Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1537530 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 6071 members 
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	Iteration 129Q: 3 clusters Score -1537532 nChanged 19
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Mstep: Class 2 contains 6052 members 
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	Iteration 130Q: 3 clusters Score -1537531 nChanged 20
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Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 6032 members 
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	Iteration 131Q: 3 clusters Score -1537534 nChanged 18
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Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 6016 members 
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	Iteration 132Q: 3 clusters Score -1537536 nChanged 14
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Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 6002 members 
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	Iteration 133Q: 3 clusters Score -1537539 nChanged 14
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	Iteration 134Q: 3 clusters Score -1537540 nChanged 6
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1537542 nChanged 6
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	Iteration 136Q: 3 clusters Score -1537543 nChanged 4
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Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 5972 members 
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	Iteration 137Q: 3 clusters Score -1537543 nChanged 5
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Mstep: Class 2 contains 5967 members 
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	Iteration 138Q: 3 clusters Score -1537542 nChanged 6
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1537545 nChanged 11
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	Iteration 140F: 3 clusters Score -1537542 nChanged 13
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	Iteration 141Q: 3 clusters Score -1537545 nChanged 15
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	Iteration 142Q: 3 clusters Score -1537543 nChanged 17
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	Iteration 143Q: 3 clusters Score -1537546 nChanged 19
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	Iteration 144Q: 3 clusters Score -1537544 nChanged 28
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1537550 nChanged 30
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	Iteration 146Q: 3 clusters Score -1537554 nChanged 28
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	Iteration 147Q: 3 clusters Score -1537558 nChanged 28
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	Iteration 148Q: 3 clusters Score -1537558 nChanged 28
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1537559 nChanged 18
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	Iteration 150Q: 3 clusters Score -1537556 nChanged 12
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	Iteration 151Q: 3 clusters Score -1537561 nChanged 8
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	Iteration 152Q: 3 clusters Score -1537562 nChanged 8
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	Iteration 153Q: 3 clusters Score -1537560 nChanged 11
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	Iteration 154Q: 3 clusters Score -1537555 nChanged 15
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	Iteration 155Q: 3 clusters Score -1537560 nChanged 18
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1537561 nChanged 15
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1537564 nChanged 16
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	Iteration 158Q: 3 clusters Score -1537567 nChanged 13
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	Iteration 159Q: 3 clusters Score -1537567 nChanged 15
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	Iteration 160F: 3 clusters Score -1537571 nChanged 16
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	Iteration 161Q: 3 clusters Score -1537570 nChanged 13
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	Iteration 162Q: 3 clusters Score -1537573 nChanged 12
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	Iteration 163Q: 3 clusters Score -1537570 nChanged 12
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	Iteration 164Q: 3 clusters Score -1537572 nChanged 10
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	Iteration 165Q: 3 clusters Score -1537568 nChanged 6
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	Iteration 166Q: 3 clusters Score -1537570 nChanged 7
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Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1537571.625000 Penalty: 3346.595703
	Iteration 167Q: 3 clusters Score -1537572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1537567.250000 Penalty: 3346.595703
	Iteration 168Q: 3 clusters Score -1537567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1537566.875000 Penalty: 3346.595703
	Iteration 169Q: 3 clusters Score -1537567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1537565.500000 Penalty: 3346.595703
	Iteration 170Q: 3 clusters Score -1537566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1537566.750000 Penalty: 3346.595703
	Iteration 171Q: 3 clusters Score -1537567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1537563.250000 Penalty: 3346.595703
	Iteration 172Q: 3 clusters Score -1537563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1537568.750000 Penalty: 3346.595703
	Iteration 173Q: 3 clusters Score -1537569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1537567.500000 Penalty: 3346.595703
	Iteration 174Q: 3 clusters Score -1537568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1537567.750000 Penalty: 3346.595703
	Iteration 175Q: 3 clusters Score -1537568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1537567.750000 Penalty: 3346.595703
	Iteration 176Q: 3 clusters Score -1537568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1537567.750000 Penalty: 3346.595703
	Iteration 177F: 3 clusters Score -1537568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -195262.906250 Penalty: 1349.641113
	Iteration 0F: 2 clusters Score -195262.9 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 2070 members 
Entering Unmasked Estep 
Score: -191902.687500 Penalty: 2699.282227
	Iteration 0F: 3 clusters Score -191902.7 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -192732.906250 Penalty: 2699.282227
	Iteration 1F: 3 clusters Score -192732.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -192928.953125 Penalty: 2699.282227
	Iteration 2F: 3 clusters Score -192929 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -193101.921875 Penalty: 2699.282227
	Iteration 3F: 3 clusters Score -193101.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -193312.062500 Penalty: 2699.282227
	Iteration 4F: 3 clusters Score -193312.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -193546.062500 Penalty: 2699.282227
	Iteration 5F: 3 clusters Score -193546.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -193763.453125 Penalty: 2699.282227
	Iteration 6F: 3 clusters Score -193763.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -193942.578125 Penalty: 2699.282227
	Iteration 7F: 3 clusters Score -193942.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -194064.859375 Penalty: 2699.282227
	Iteration 8Q: 3 clusters Score -194064.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -194165.500000 Penalty: 2699.282227
	Iteration 9Q: 3 clusters Score -194165.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -194257.359375 Penalty: 2699.282227
	Iteration 10Q: 3 clusters Score -194257.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -194337.984375 Penalty: 2699.282227
	Iteration 11Q: 3 clusters Score -194338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -194404.109375 Penalty: 2699.282227
	Iteration 12Q: 3 clusters Score -194404.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -194441.437500 Penalty: 2699.282227
	Iteration 13Q: 3 clusters Score -194441.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -194480.312500 Penalty: 2699.282227
	Iteration 14Q: 3 clusters Score -194480.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -194517.562500 Penalty: 2699.282227
	Iteration 15Q: 3 clusters Score -194517.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -194539.281250 Penalty: 2699.282227
	Iteration 16Q: 3 clusters Score -194539.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -194561.171875 Penalty: 2699.282227
	Iteration 17Q: 3 clusters Score -194561.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -194577.875000 Penalty: 2699.282227
	Iteration 18Q: 3 clusters Score -194577.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -194595.265625 Penalty: 2699.282227
	Iteration 19Q: 3 clusters Score -194595.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -194615.171875 Penalty: 2699.282227
	Iteration 20F: 3 clusters Score -194615.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -194630.296875 Penalty: 2699.282227
	Iteration 21Q: 3 clusters Score -194630.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -194654.843750 Penalty: 2699.282227
	Iteration 22Q: 3 clusters Score -194654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -194679.328125 Penalty: 2699.282227
	Iteration 23Q: 3 clusters Score -194679.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -194691.437500 Penalty: 2699.282227
	Iteration 24Q: 3 clusters Score -194691.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -194700.750000 Penalty: 2699.282227
	Iteration 25Q: 3 clusters Score -194700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -194708.500000 Penalty: 2699.282227
	Iteration 26Q: 3 clusters Score -194708.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -194715.109375 Penalty: 2699.282227
	Iteration 27Q: 3 clusters Score -194715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -194720.546875 Penalty: 2699.282227
	Iteration 28Q: 3 clusters Score -194720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -194723.875000 Penalty: 2699.282227
	Iteration 29Q: 3 clusters Score -194723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -194727.687500 Penalty: 2699.282227
	Iteration 30Q: 3 clusters Score -194727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -194729.953125 Penalty: 2699.282227
	Iteration 31Q: 3 clusters Score -194730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -194733.265625 Penalty: 2699.282227
	Iteration 32Q: 3 clusters Score -194733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -194735.281250 Penalty: 2699.282227
	Iteration 33Q: 3 clusters Score -194735.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -194738.468750 Penalty: 2699.282227
	Iteration 34Q: 3 clusters Score -194738.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -194744.156250 Penalty: 2699.282227
	Iteration 35Q: 3 clusters Score -194744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -194747.890625 Penalty: 2699.282227
	Iteration 36Q: 3 clusters Score -194747.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -194752.109375 Penalty: 2699.282227
	Iteration 37Q: 3 clusters Score -194752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -194755.468750 Penalty: 2699.282227
	Iteration 38Q: 3 clusters Score -194755.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -194759.375000 Penalty: 2699.282227
	Iteration 39Q: 3 clusters Score -194759.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -194764.750000 Penalty: 2699.282227
	Iteration 40F: 3 clusters Score -194764.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -194772.296875 Penalty: 2699.282227
	Iteration 41Q: 3 clusters Score -194772.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -194779.671875 Penalty: 2699.282227
	Iteration 42Q: 3 clusters Score -194779.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -194789.656250 Penalty: 2699.282227
	Iteration 43Q: 3 clusters Score -194789.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -194798.140625 Penalty: 2699.282227
	Iteration 44Q: 3 clusters Score -194798.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -194807.750000 Penalty: 2699.282227
	Iteration 45Q: 3 clusters Score -194807.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -194816.609375 Penalty: 2699.282227
	Iteration 46Q: 3 clusters Score -194816.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -194825.890625 Penalty: 2699.282227
	Iteration 47Q: 3 clusters Score -194825.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -194833.703125 Penalty: 2699.282227
	Iteration 48Q: 3 clusters Score -194833.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -194838.734375 Penalty: 2699.282227
	Iteration 49Q: 3 clusters Score -194838.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -194842.218750 Penalty: 2699.282227
	Iteration 50Q: 3 clusters Score -194842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -194845.171875 Penalty: 2699.282227
	Iteration 51Q: 3 clusters Score -194845.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -194848.671875 Penalty: 2699.282227
	Iteration 52Q: 3 clusters Score -194848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -194854.515625 Penalty: 2699.282227
	Iteration 53Q: 3 clusters Score -194854.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -194859.390625 Penalty: 2699.282227
	Iteration 54Q: 3 clusters Score -194859.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -194861.953125 Penalty: 2699.282227
	Iteration 55Q: 3 clusters Score -194862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -194863.750000 Penalty: 2699.282227
	Iteration 56Q: 3 clusters Score -194863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -194864.187500 Penalty: 2699.282227
	Iteration 57Q: 3 clusters Score -194864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -194864.968750 Penalty: 2699.282227
	Iteration 58Q: 3 clusters Score -194865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -194865.843750 Penalty: 2699.282227
	Iteration 59Q: 3 clusters Score -194865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -194866.250000 Penalty: 2699.282227
	Iteration 60F: 3 clusters Score -194866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -194866.953125 Penalty: 2699.282227
	Iteration 61Q: 3 clusters Score -194867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -194866.953125 Penalty: 2699.282227
	Iteration 62F: 3 clusters Score -194867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Entering Unmasked Estep 
Score: -1841786.625000 Penalty: 1696.691650
	Iteration 0F: 2 clusters Score -1841787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -1818674.250000 Penalty: 3393.383301
	Iteration 0F: 3 clusters Score -1818674 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1827573.250000 Penalty: 3393.383301
	Iteration 1F: 3 clusters Score -1827573 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1827947.125000 Penalty: 3393.383301
	Iteration 2Q: 3 clusters Score -1827947 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1828295.500000 Penalty: 3393.383301
	Iteration 3Q: 3 clusters Score -1828296 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1828681.000000 Penalty: 3393.383301
	Iteration 4Q: 3 clusters Score -1828681 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1829243.625000 Penalty: 3393.383301
	Iteration 5Q: 3 clusters Score -1829244 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -1830124.500000 Penalty: 3393.383301
	Iteration 6F: 3 clusters Score -1830124 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -1831399.625000 Penalty: 3393.383301
	Iteration 7F: 3 clusters Score -1831400 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1833103.875000 Penalty: 3393.383301
	Iteration 8F: 3 clusters Score -1833104 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -1835080.125000 Penalty: 3393.383301
	Iteration 9F: 3 clusters Score -1835080 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -1836865.375000 Penalty: 3393.383301
	Iteration 10F: 3 clusters Score -1836865 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -1838297.500000 Penalty: 3393.383301
	Iteration 11Q: 3 clusters Score -1838298 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -1839249.875000 Penalty: 3393.383301
	Iteration 12Q: 3 clusters Score -1839250 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -1839778.250000 Penalty: 3393.383301
	Iteration 13Q: 3 clusters Score -1839778 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -1840033.875000 Penalty: 3393.383301
	Iteration 14Q: 3 clusters Score -1840034 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -1840162.625000 Penalty: 3393.383301
	Iteration 15Q: 3 clusters Score -1840163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -1840237.875000 Penalty: 3393.383301
	Iteration 16Q: 3 clusters Score -1840238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -1840272.250000 Penalty: 3393.383301
	Iteration 17Q: 3 clusters Score -1840272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -1840295.750000 Penalty: 3393.383301
	Iteration 18Q: 3 clusters Score -1840296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -1840312.125000 Penalty: 3393.383301
	Iteration 19Q: 3 clusters Score -1840312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -1840324.875000 Penalty: 3393.383301
	Iteration 20F: 3 clusters Score -1840325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -1840329.500000 Penalty: 3393.383301
	Iteration 21Q: 3 clusters Score -1840330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -1840331.000000 Penalty: 3393.383301
	Iteration 22Q: 3 clusters Score -1840331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -1840338.375000 Penalty: 3393.383301
	Iteration 23Q: 3 clusters Score -1840338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -1840347.375000 Penalty: 3393.383301
	Iteration 24Q: 3 clusters Score -1840347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -1840352.250000 Penalty: 3393.383301
	Iteration 25Q: 3 clusters Score -1840352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -1840356.625000 Penalty: 3393.383301
	Iteration 26Q: 3 clusters Score -1840357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -1840365.375000 Penalty: 3393.383301
	Iteration 27Q: 3 clusters Score -1840365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -1840367.250000 Penalty: 3393.383301
	Iteration 28Q: 3 clusters Score -1840367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -1840369.500000 Penalty: 3393.383301
	Iteration 29Q: 3 clusters Score -1840370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -1840371.250000 Penalty: 3393.383301
	Iteration 30Q: 3 clusters Score -1840371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -1840372.375000 Penalty: 3393.383301
	Iteration 31Q: 3 clusters Score -1840372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -1840372.375000 Penalty: 3393.383301
	Iteration 32F: 3 clusters Score -1840372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -430785.375000 Penalty: 1460.987305
	Iteration 0F: 2 clusters Score -430785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -424804.281250 Penalty: 2921.974609
	Iteration 0F: 3 clusters Score -424804.3 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -426704.250000 Penalty: 2921.974609
	Iteration 1F: 3 clusters Score -426704.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -426971.500000 Penalty: 2921.974609
	Iteration 2F: 3 clusters Score -426971.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -427187.656250 Penalty: 2921.974609
	Iteration 3F: 3 clusters Score -427187.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -427388.625000 Penalty: 2921.974609
	Iteration 4Q: 3 clusters Score -427388.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -427573.687500 Penalty: 2921.974609
	Iteration 5Q: 3 clusters Score -427573.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -427727.906250 Penalty: 2921.974609
	Iteration 6Q: 3 clusters Score -427727.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -427879.906250 Penalty: 2921.974609
	Iteration 7Q: 3 clusters Score -427879.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -428023.156250 Penalty: 2921.974609
	Iteration 8Q: 3 clusters Score -428023.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -428153.000000 Penalty: 2921.974609
	Iteration 9Q: 3 clusters Score -428153 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -428267.343750 Penalty: 2921.974609
	Iteration 10Q: 3 clusters Score -428267.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -428377.562500 Penalty: 2921.974609
	Iteration 11Q: 3 clusters Score -428377.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -428477.187500 Penalty: 2921.974609
	Iteration 12Q: 3 clusters Score -428477.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -428567.187500 Penalty: 2921.974609
	Iteration 13Q: 3 clusters Score -428567.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -428658.906250 Penalty: 2921.974609
	Iteration 14Q: 3 clusters Score -428658.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -428740.062500 Penalty: 2921.974609
	Iteration 15Q: 3 clusters Score -428740.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -428812.218750 Penalty: 2921.974609
	Iteration 16Q: 3 clusters Score -428812.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -428882.937500 Penalty: 2921.974609
	Iteration 17Q: 3 clusters Score -428882.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -428954.437500 Penalty: 2921.974609
	Iteration 18Q: 3 clusters Score -428954.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -429023.343750 Penalty: 2921.974609
	Iteration 19Q: 3 clusters Score -429023.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -429074.843750 Penalty: 2921.974609
	Iteration 20F: 3 clusters Score -429074.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -429114.656250 Penalty: 2921.974609
	Iteration 21Q: 3 clusters Score -429114.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -429152.156250 Penalty: 2921.974609
	Iteration 22Q: 3 clusters Score -429152.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -429191.812500 Penalty: 2921.974609
	Iteration 23Q: 3 clusters Score -429191.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -429231.125000 Penalty: 2921.974609
	Iteration 24Q: 3 clusters Score -429231.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -429267.218750 Penalty: 2921.974609
	Iteration 25Q: 3 clusters Score -429267.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -429300.656250 Penalty: 2921.974609
	Iteration 26Q: 3 clusters Score -429300.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -429326.968750 Penalty: 2921.974609
	Iteration 27Q: 3 clusters Score -429327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -429357.218750 Penalty: 2921.974609
	Iteration 28Q: 3 clusters Score -429357.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -429395.656250 Penalty: 2921.974609
	Iteration 29Q: 3 clusters Score -429395.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -429437.562500 Penalty: 2921.974609
	Iteration 30Q: 3 clusters Score -429437.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -429468.687500 Penalty: 2921.974609
	Iteration 31Q: 3 clusters Score -429468.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -429486.468750 Penalty: 2921.974609
	Iteration 32Q: 3 clusters Score -429486.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -429502.312500 Penalty: 2921.974609
	Iteration 33Q: 3 clusters Score -429502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -429514.937500 Penalty: 2921.974609
	Iteration 34Q: 3 clusters Score -429514.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -429524.625000 Penalty: 2921.974609
	Iteration 35Q: 3 clusters Score -429524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -429533.281250 Penalty: 2921.974609
	Iteration 36Q: 3 clusters Score -429533.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -429544.406250 Penalty: 2921.974609
	Iteration 37Q: 3 clusters Score -429544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -429552.000000 Penalty: 2921.974609
	Iteration 38Q: 3 clusters Score -429552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -429557.406250 Penalty: 2921.974609
	Iteration 39Q: 3 clusters Score -429557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -429566.375000 Penalty: 2921.974609
	Iteration 40F: 3 clusters Score -429566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -429573.000000 Penalty: 2921.974609
	Iteration 41Q: 3 clusters Score -429573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -429578.718750 Penalty: 2921.974609
	Iteration 42Q: 3 clusters Score -429578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -429580.656250 Penalty: 2921.974609
	Iteration 43Q: 3 clusters Score -429580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -429581.125000 Penalty: 2921.974609
	Iteration 44Q: 3 clusters Score -429581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -429582.406250 Penalty: 2921.974609
	Iteration 45Q: 3 clusters Score -429582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -429585.000000 Penalty: 2921.974609
	Iteration 46Q: 3 clusters Score -429585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -429593.156250 Penalty: 2921.974609
	Iteration 47Q: 3 clusters Score -429593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -429605.937500 Penalty: 2921.974609
	Iteration 48Q: 3 clusters Score -429605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -429613.781250 Penalty: 2921.974609
	Iteration 49Q: 3 clusters Score -429613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -429620.406250 Penalty: 2921.974609
	Iteration 50Q: 3 clusters Score -429620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -429623.812500 Penalty: 2921.974609
	Iteration 51Q: 3 clusters Score -429623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -429627.093750 Penalty: 2921.974609
	Iteration 52Q: 3 clusters Score -429627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -429632.500000 Penalty: 2921.974609
	Iteration 53Q: 3 clusters Score -429632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -429633.625000 Penalty: 2921.974609
	Iteration 54Q: 3 clusters Score -429633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -429636.218750 Penalty: 2921.974609
	Iteration 55Q: 3 clusters Score -429636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -429637.843750 Penalty: 2921.974609
	Iteration 56Q: 3 clusters Score -429637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -429638.187500 Penalty: 2921.974609
	Iteration 57Q: 3 clusters Score -429638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -429638.187500 Penalty: 2921.974609
	Iteration 58F: 3 clusters Score -429638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -192129.437500 Penalty: 1352.072754
	Iteration 0F: 2 clusters Score -192129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -188689.718750 Penalty: 2704.145508
	Iteration 0F: 3 clusters Score -188689.7 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -189596.984375 Penalty: 2704.145508
	Iteration 1F: 3 clusters Score -189597 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -189780.531250 Penalty: 2704.145508
	Iteration 2F: 3 clusters Score -189780.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -189884.296875 Penalty: 2704.145508
	Iteration 3Q: 3 clusters Score -189884.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -189954.171875 Penalty: 2704.145508
	Iteration 4Q: 3 clusters Score -189954.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -190032.734375 Penalty: 2704.145508
	Iteration 5Q: 3 clusters Score -190032.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -190109.906250 Penalty: 2704.145508
	Iteration 6Q: 3 clusters Score -190109.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -190184.859375 Penalty: 2704.145508
	Iteration 7Q: 3 clusters Score -190184.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -190250.031250 Penalty: 2704.145508
	Iteration 8Q: 3 clusters Score -190250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -190329.703125 Penalty: 2704.145508
	Iteration 9Q: 3 clusters Score -190329.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -190414.265625 Penalty: 2704.145508
	Iteration 10Q: 3 clusters Score -190414.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -190497.250000 Penalty: 2704.145508
	Iteration 11Q: 3 clusters Score -190497.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -190582.828125 Penalty: 2704.145508
	Iteration 12Q: 3 clusters Score -190582.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -190657.109375 Penalty: 2704.145508
	Iteration 13Q: 3 clusters Score -190657.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -190724.562500 Penalty: 2704.145508
	Iteration 14Q: 3 clusters Score -190724.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -190777.109375 Penalty: 2704.145508
	Iteration 15Q: 3 clusters Score -190777.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -190820.484375 Penalty: 2704.145508
	Iteration 16Q: 3 clusters Score -190820.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -190863.546875 Penalty: 2704.145508
	Iteration 17Q: 3 clusters Score -190863.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -190901.750000 Penalty: 2704.145508
	Iteration 18Q: 3 clusters Score -190901.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -190934.156250 Penalty: 2704.145508
	Iteration 19Q: 3 clusters Score -190934.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -190966.421875 Penalty: 2704.145508
	Iteration 20F: 3 clusters Score -190966.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -191006.562500 Penalty: 2704.145508
	Iteration 21Q: 3 clusters Score -191006.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -191049.484375 Penalty: 2704.145508
	Iteration 22Q: 3 clusters Score -191049.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -191096.203125 Penalty: 2704.145508
	Iteration 23Q: 3 clusters Score -191096.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -191138.796875 Penalty: 2704.145508
	Iteration 24Q: 3 clusters Score -191138.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -191183.656250 Penalty: 2704.145508
	Iteration 25Q: 3 clusters Score -191183.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -191225.859375 Penalty: 2704.145508
	Iteration 26Q: 3 clusters Score -191225.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -191258.234375 Penalty: 2704.145508
	Iteration 27Q: 3 clusters Score -191258.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -191289.687500 Penalty: 2704.145508
	Iteration 28Q: 3 clusters Score -191289.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -191323.609375 Penalty: 2704.145508
	Iteration 29Q: 3 clusters Score -191323.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -191350.406250 Penalty: 2704.145508
	Iteration 30Q: 3 clusters Score -191350.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -191366.875000 Penalty: 2704.145508
	Iteration 31Q: 3 clusters Score -191366.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -191380.812500 Penalty: 2704.145508
	Iteration 32Q: 3 clusters Score -191380.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -191392.218750 Penalty: 2704.145508
	Iteration 33Q: 3 clusters Score -191392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -191398.953125 Penalty: 2704.145508
	Iteration 34Q: 3 clusters Score -191399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -191404.421875 Penalty: 2704.145508
	Iteration 35Q: 3 clusters Score -191404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -191408.203125 Penalty: 2704.145508
	Iteration 36Q: 3 clusters Score -191408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -191410.171875 Penalty: 2704.145508
	Iteration 37Q: 3 clusters Score -191410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -191412.640625 Penalty: 2704.145508
	Iteration 38Q: 3 clusters Score -191412.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -191416.390625 Penalty: 2704.145508
	Iteration 39Q: 3 clusters Score -191416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -191418.046875 Penalty: 2704.145508
	Iteration 40F: 3 clusters Score -191418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -191420.671875 Penalty: 2704.145508
	Iteration 41Q: 3 clusters Score -191420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -191422.250000 Penalty: 2704.145508
	Iteration 42Q: 3 clusters Score -191422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -191423.984375 Penalty: 2704.145508
	Iteration 43Q: 3 clusters Score -191424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -191424.718750 Penalty: 2704.145508
	Iteration 44Q: 3 clusters Score -191424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -191427.031250 Penalty: 2704.145508
	Iteration 45Q: 3 clusters Score -191427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -191429.421875 Penalty: 2704.145508
	Iteration 46Q: 3 clusters Score -191429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -191431.828125 Penalty: 2704.145508
	Iteration 47Q: 3 clusters Score -191431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -191432.750000 Penalty: 2704.145508
	Iteration 48Q: 3 clusters Score -191432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -191433.203125 Penalty: 2704.145508
	Iteration 49Q: 3 clusters Score -191433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -191434.312500 Penalty: 2704.145508
	Iteration 50Q: 3 clusters Score -191434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -191434.953125 Penalty: 2704.145508
	Iteration 51Q: 3 clusters Score -191435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -191435.937500 Penalty: 2704.145508
	Iteration 52Q: 3 clusters Score -191435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -191436.562500 Penalty: 2704.145508
	Iteration 53Q: 3 clusters Score -191436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -191436.562500 Penalty: 2704.145508
	Iteration 54F: 3 clusters Score -191436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (57330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Entering Unmasked Estep 
Score: -2958583.750000 Penalty: 1780.444092
	Iteration 0F: 2 clusters Score -2958584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -2920101.000000 Penalty: 3560.888184
	Iteration 0F: 3 clusters Score -2920101 nChanged 26904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -2935625.250000 Penalty: 3560.888184
	Iteration 1F: 3 clusters Score -2935625 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2936175.250000 Penalty: 3560.888184
	Iteration 2Q: 3 clusters Score -2936175 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2936782.250000 Penalty: 3560.888184
	Iteration 3Q: 3 clusters Score -2936782 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -2937552.000000 Penalty: 3560.888184
	Iteration 4Q: 3 clusters Score -2937552 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2938644.000000 Penalty: 3560.888184
	Iteration 5Q: 3 clusters Score -2938644 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2940219.250000 Penalty: 3560.888184
	Iteration 6F: 3 clusters Score -2940219 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2942207.500000 Penalty: 3560.888184
	Iteration 7F: 3 clusters Score -2942208 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2944441.750000 Penalty: 3560.888184
	Iteration 8F: 3 clusters Score -2944442 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2946574.500000 Penalty: 3560.888184
	Iteration 9F: 3 clusters Score -2946574 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2948483.000000 Penalty: 3560.888184
	Iteration 10F: 3 clusters Score -2948483 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2950078.500000 Penalty: 3560.888184
	Iteration 11Q: 3 clusters Score -2950078 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2951543.250000 Penalty: 3560.888184
	Iteration 12Q: 3 clusters Score -2951543 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2952856.000000 Penalty: 3560.888184
	Iteration 13Q: 3 clusters Score -2952856 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2953983.000000 Penalty: 3560.888184
	Iteration 14Q: 3 clusters Score -2953983 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2954935.250000 Penalty: 3560.888184
	Iteration 15Q: 3 clusters Score -2954935 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2955689.250000 Penalty: 3560.888184
	Iteration 16Q: 3 clusters Score -2955689 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2956199.000000 Penalty: 3560.888184
	Iteration 17Q: 3 clusters Score -2956199 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2956548.250000 Penalty: 3560.888184
	Iteration 18Q: 3 clusters Score -2956548 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2956800.000000 Penalty: 3560.888184
	Iteration 19Q: 3 clusters Score -2956800 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2956956.500000 Penalty: 3560.888184
	Iteration 20F: 3 clusters Score -2956956 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2957049.250000 Penalty: 3560.888184
	Iteration 21Q: 3 clusters Score -2957049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2957107.000000 Penalty: 3560.888184
	Iteration 22Q: 3 clusters Score -2957107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2957155.000000 Penalty: 3560.888184
	Iteration 23Q: 3 clusters Score -2957155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2957182.250000 Penalty: 3560.888184
	Iteration 24Q: 3 clusters Score -2957182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2957208.000000 Penalty: 3560.888184
	Iteration 25Q: 3 clusters Score -2957208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2957217.500000 Penalty: 3560.888184
	Iteration 26Q: 3 clusters Score -2957218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2957225.750000 Penalty: 3560.888184
	Iteration 27Q: 3 clusters Score -2957226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2957237.500000 Penalty: 3560.888184
	Iteration 28Q: 3 clusters Score -2957238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2957242.500000 Penalty: 3560.888184
	Iteration 29Q: 3 clusters Score -2957242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2957246.250000 Penalty: 3560.888184
	Iteration 30Q: 3 clusters Score -2957246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2957256.500000 Penalty: 3560.888184
	Iteration 31Q: 3 clusters Score -2957256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2957248.750000 Penalty: 3560.888184
	Iteration 32Q: 3 clusters Score -2957249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2957251.250000 Penalty: 3560.888184
	Iteration 33Q: 3 clusters Score -2957251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2957252.250000 Penalty: 3560.888184
	Iteration 34Q: 3 clusters Score -2957252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2957249.250000 Penalty: 3560.888184
	Iteration 35Q: 3 clusters Score -2957249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2957249.750000 Penalty: 3560.888184
	Iteration 36Q: 3 clusters Score -2957250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2957251.500000 Penalty: 3560.888184
	Iteration 37Q: 3 clusters Score -2957252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2957252.500000 Penalty: 3560.888184
	Iteration 38Q: 3 clusters Score -2957252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2957252.500000 Penalty: 3560.888184
	Iteration 39F: 3 clusters Score -2957252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Entering Unmasked Estep 
Score: -821924.125000 Penalty: 1567.707886
	Iteration 0F: 2 clusters Score -821924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -811137.437500 Penalty: 3135.415771
	Iteration 0F: 3 clusters Score -811137.4 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -814991.812500 Penalty: 3135.415771
	Iteration 1F: 3 clusters Score -814991.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -815379.937500 Penalty: 3135.415771
	Iteration 2F: 3 clusters Score -815379.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -815780.812500 Penalty: 3135.415771
	Iteration 3F: 3 clusters Score -815780.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -816217.812500 Penalty: 3135.415771
	Iteration 4F: 3 clusters Score -816217.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -816707.937500 Penalty: 3135.415771
	Iteration 5F: 3 clusters Score -816707.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -817245.937500 Penalty: 3135.415771
	Iteration 6F: 3 clusters Score -817245.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -817894.125000 Penalty: 3135.415771
	Iteration 7F: 3 clusters Score -817894.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -818600.062500 Penalty: 3135.415771
	Iteration 8F: 3 clusters Score -818600.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -819194.375000 Penalty: 3135.415771
	Iteration 9F: 3 clusters Score -819194.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -819663.187500 Penalty: 3135.415771
	Iteration 10Q: 3 clusters Score -819663.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -819944.187500 Penalty: 3135.415771
	Iteration 11Q: 3 clusters Score -819944.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -820091.500000 Penalty: 3135.415771
	Iteration 12Q: 3 clusters Score -820091.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -820188.500000 Penalty: 3135.415771
	Iteration 13Q: 3 clusters Score -820188.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -820257.187500 Penalty: 3135.415771
	Iteration 14Q: 3 clusters Score -820257.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -820286.937500 Penalty: 3135.415771
	Iteration 15Q: 3 clusters Score -820286.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -820309.125000 Penalty: 3135.415771
	Iteration 16Q: 3 clusters Score -820309.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -820326.000000 Penalty: 3135.415771
	Iteration 17Q: 3 clusters Score -820326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -820339.437500 Penalty: 3135.415771
	Iteration 18Q: 3 clusters Score -820339.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -820356.125000 Penalty: 3135.415771
	Iteration 19Q: 3 clusters Score -820356.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -820370.875000 Penalty: 3135.415771
	Iteration 20F: 3 clusters Score -820370.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -820388.500000 Penalty: 3135.415771
	Iteration 21Q: 3 clusters Score -820388.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -820404.937500 Penalty: 3135.415771
	Iteration 22Q: 3 clusters Score -820404.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -820431.375000 Penalty: 3135.415771
	Iteration 23Q: 3 clusters Score -820431.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -820449.687500 Penalty: 3135.415771
	Iteration 24Q: 3 clusters Score -820449.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -820457.062500 Penalty: 3135.415771
	Iteration 25Q: 3 clusters Score -820457.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -820470.625000 Penalty: 3135.415771
	Iteration 26Q: 3 clusters Score -820470.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -820477.875000 Penalty: 3135.415771
	Iteration 27Q: 3 clusters Score -820477.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -820483.500000 Penalty: 3135.415771
	Iteration 28Q: 3 clusters Score -820483.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -820487.375000 Penalty: 3135.415771
	Iteration 29Q: 3 clusters Score -820487.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -820494.000000 Penalty: 3135.415771
	Iteration 30Q: 3 clusters Score -820494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -820500.812500 Penalty: 3135.415771
	Iteration 31Q: 3 clusters Score -820500.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -820509.312500 Penalty: 3135.415771
	Iteration 32Q: 3 clusters Score -820509.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -820511.437500 Penalty: 3135.415771
	Iteration 33Q: 3 clusters Score -820511.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -820517.312500 Penalty: 3135.415771
	Iteration 34Q: 3 clusters Score -820517.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -820517.187500 Penalty: 3135.415771
	Iteration 35Q: 3 clusters Score -820517.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -820522.375000 Penalty: 3135.415771
	Iteration 36Q: 3 clusters Score -820522.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -820531.437500 Penalty: 3135.415771
	Iteration 37Q: 3 clusters Score -820531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -820532.125000 Penalty: 3135.415771
	Iteration 38Q: 3 clusters Score -820532.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -820532.500000 Penalty: 3135.415771
	Iteration 39Q: 3 clusters Score -820532.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -820537.500000 Penalty: 3135.415771
	Iteration 40F: 3 clusters Score -820537.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -820542.625000 Penalty: 3135.415771
	Iteration 41Q: 3 clusters Score -820542.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -820548.937500 Penalty: 3135.415771
	Iteration 42Q: 3 clusters Score -820548.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -820556.812500 Penalty: 3135.415771
	Iteration 43Q: 3 clusters Score -820556.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -820559.437500 Penalty: 3135.415771
	Iteration 44Q: 3 clusters Score -820559.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -820564.187500 Penalty: 3135.415771
	Iteration 45Q: 3 clusters Score -820564.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -820566.562500 Penalty: 3135.415771
	Iteration 46Q: 3 clusters Score -820566.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -820568.937500 Penalty: 3135.415771
	Iteration 47Q: 3 clusters Score -820568.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -820575.937500 Penalty: 3135.415771
	Iteration 48Q: 3 clusters Score -820575.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -820577.812500 Penalty: 3135.415771
	Iteration 49Q: 3 clusters Score -820577.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -820580.000000 Penalty: 3135.415771
	Iteration 50Q: 3 clusters Score -820580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -820587.687500 Penalty: 3135.415771
	Iteration 51Q: 3 clusters Score -820587.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -820591.687500 Penalty: 3135.415771
	Iteration 52Q: 3 clusters Score -820591.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -820594.250000 Penalty: 3135.415771
	Iteration 53Q: 3 clusters Score -820594.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -820603.312500 Penalty: 3135.415771
	Iteration 54Q: 3 clusters Score -820603.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -820603.187500 Penalty: 3135.415771
	Iteration 55Q: 3 clusters Score -820603.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -820605.937500 Penalty: 3135.415771
	Iteration 56Q: 3 clusters Score -820605.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -820613.312500 Penalty: 3135.415771
	Iteration 57Q: 3 clusters Score -820613.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -820618.000000 Penalty: 3135.415771
	Iteration 58Q: 3 clusters Score -820618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -820620.937500 Penalty: 3135.415771
	Iteration 59Q: 3 clusters Score -820620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -820623.375000 Penalty: 3135.415771
	Iteration 60F: 3 clusters Score -820623.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -820627.312500 Penalty: 3135.415771
	Iteration 61Q: 3 clusters Score -820627.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -820628.250000 Penalty: 3135.415771
	Iteration 62Q: 3 clusters Score -820628.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -820635.750000 Penalty: 3135.415771
	Iteration 63Q: 3 clusters Score -820635.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -820641.375000 Penalty: 3135.415771
	Iteration 64Q: 3 clusters Score -820641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -820645.562500 Penalty: 3135.415771
	Iteration 65Q: 3 clusters Score -820645.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -820648.750000 Penalty: 3135.415771
	Iteration 66Q: 3 clusters Score -820648.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -820651.812500 Penalty: 3135.415771
	Iteration 67Q: 3 clusters Score -820651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -820655.250000 Penalty: 3135.415771
	Iteration 68Q: 3 clusters Score -820655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -820659.500000 Penalty: 3135.415771
	Iteration 69Q: 3 clusters Score -820659.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -820664.812500 Penalty: 3135.415771
	Iteration 70Q: 3 clusters Score -820664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -820669.062500 Penalty: 3135.415771
	Iteration 71Q: 3 clusters Score -820669.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -820674.687500 Penalty: 3135.415771
	Iteration 72Q: 3 clusters Score -820674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -820675.312500 Penalty: 3135.415771
	Iteration 73Q: 3 clusters Score -820675.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -820678.000000 Penalty: 3135.415771
	Iteration 74Q: 3 clusters Score -820678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -820682.375000 Penalty: 3135.415771
	Iteration 75Q: 3 clusters Score -820682.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -820685.250000 Penalty: 3135.415771
	Iteration 76Q: 3 clusters Score -820685.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -820687.187500 Penalty: 3135.415771
	Iteration 77Q: 3 clusters Score -820687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -820688.687500 Penalty: 3135.415771
	Iteration 78Q: 3 clusters Score -820688.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -820692.812500 Penalty: 3135.415771
	Iteration 79Q: 3 clusters Score -820692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -820695.812500 Penalty: 3135.415771
	Iteration 80F: 3 clusters Score -820695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -820697.625000 Penalty: 3135.415771
	Iteration 81Q: 3 clusters Score -820697.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -820700.812500 Penalty: 3135.415771
	Iteration 82Q: 3 clusters Score -820700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -820703.562500 Penalty: 3135.415771
	Iteration 83Q: 3 clusters Score -820703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -820700.312500 Penalty: 3135.415771
	Iteration 84Q: 3 clusters Score -820700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -820703.000000 Penalty: 3135.415771
	Iteration 85Q: 3 clusters Score -820703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -820704.562500 Penalty: 3135.415771
	Iteration 86Q: 3 clusters Score -820704.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -820706.500000 Penalty: 3135.415771
	Iteration 87Q: 3 clusters Score -820706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -820710.625000 Penalty: 3135.415771
	Iteration 88Q: 3 clusters Score -820710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -820710.750000 Penalty: 3135.415771
	Iteration 89Q: 3 clusters Score -820710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -820712.625000 Penalty: 3135.415771
	Iteration 90Q: 3 clusters Score -820712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -820716.437500 Penalty: 3135.415771
	Iteration 91Q: 3 clusters Score -820716.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -820719.312500 Penalty: 3135.415771
	Iteration 92Q: 3 clusters Score -820719.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -820720.500000 Penalty: 3135.415771
	Iteration 93Q: 3 clusters Score -820720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -820720.437500 Penalty: 3135.415771
	Iteration 94Q: 3 clusters Score -820720.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -820722.187500 Penalty: 3135.415771
	Iteration 95Q: 3 clusters Score -820722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -820727.000000 Penalty: 3135.415771
	Iteration 96Q: 3 clusters Score -820727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -820726.500000 Penalty: 3135.415771
	Iteration 97Q: 3 clusters Score -820726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -820731.312500 Penalty: 3135.415771
	Iteration 98Q: 3 clusters Score -820731.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -820731.875000 Penalty: 3135.415771
	Iteration 99Q: 3 clusters Score -820731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -820737.937500 Penalty: 3135.415771
	Iteration 100F: 3 clusters Score -820737.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -820743.312500 Penalty: 3135.415771
	Iteration 101Q: 3 clusters Score -820743.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -820745.125000 Penalty: 3135.415771
	Iteration 102Q: 3 clusters Score -820745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -820746.375000 Penalty: 3135.415771
	Iteration 103Q: 3 clusters Score -820746.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -820751.062500 Penalty: 3135.415771
	Iteration 104Q: 3 clusters Score -820751.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -820754.375000 Penalty: 3135.415771
	Iteration 105Q: 3 clusters Score -820754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -820754.625000 Penalty: 3135.415771
	Iteration 106Q: 3 clusters Score -820754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -820757.000000 Penalty: 3135.415771
	Iteration 107Q: 3 clusters Score -820757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -820756.937500 Penalty: 3135.415771
	Iteration 108Q: 3 clusters Score -820756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -820755.312500 Penalty: 3135.415771
	Iteration 109Q: 3 clusters Score -820755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -820756.437500 Penalty: 3135.415771
	Iteration 110Q: 3 clusters Score -820756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -820756.437500 Penalty: 3135.415771
	Iteration 111Q: 3 clusters Score -820756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -820757.125000 Penalty: 3135.415771
	Iteration 112Q: 3 clusters Score -820757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -820757.250000 Penalty: 3135.415771
	Iteration 113Q: 3 clusters Score -820757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -820757.937500 Penalty: 3135.415771
	Iteration 114Q: 3 clusters Score -820757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -820757.937500 Penalty: 3135.415771
	Iteration 115F: 3 clusters Score -820757.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Entering Unmasked Estep 
Score: -806333.187500 Penalty: 1568.179443
	Iteration 0F: 2 clusters Score -806333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -795584.437500 Penalty: 3136.358887
	Iteration 0F: 3 clusters Score -795584.4 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -799496.000000 Penalty: 3136.358887
	Iteration 1F: 3 clusters Score -799496 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -799946.750000 Penalty: 3136.358887
	Iteration 2F: 3 clusters Score -799946.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -800424.250000 Penalty: 3136.358887
	Iteration 3F: 3 clusters Score -800424.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -801011.500000 Penalty: 3136.358887
	Iteration 4F: 3 clusters Score -801011.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -801704.937500 Penalty: 3136.358887
	Iteration 5F: 3 clusters Score -801704.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -802641.000000 Penalty: 3136.358887
	Iteration 6F: 3 clusters Score -802641 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -803984.437500 Penalty: 3136.358887
	Iteration 7F: 3 clusters Score -803984.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -805794.687500 Penalty: 3136.358887
	Iteration 8F: 3 clusters Score -805794.7 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -807362.562500 Penalty: 3136.358887
	Iteration 9F: 3 clusters Score -807362.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -807874.937500 Penalty: 3136.358887
	Iteration 10Q: 3 clusters Score -807874.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -807974.437500 Penalty: 3136.358887
	Iteration 11Q: 3 clusters Score -807974.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -808004.187500 Penalty: 3136.358887
	Iteration 12Q: 3 clusters Score -808004.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -808011.562500 Penalty: 3136.358887
	Iteration 13Q: 3 clusters Score -808011.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -808014.750000 Penalty: 3136.358887
	Iteration 14Q: 3 clusters Score -808014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -808013.625000 Penalty: 3136.358887
	Iteration 15Q: 3 clusters Score -808013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -808015.000000 Penalty: 3136.358887
	Iteration 16Q: 3 clusters Score -808015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -808016.875000 Penalty: 3136.358887
	Iteration 17Q: 3 clusters Score -808016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -808016.875000 Penalty: 3136.358887
	Iteration 18F: 3 clusters Score -808016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 21080 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 283084 members 
Mstep: Class 10 contains 23674 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 34241 members 
Mstep: Class 15 contains 8028 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 57330 members 
Mstep: Class 21 contains 15482 members 
Mstep: Class 24 contains 8646 members 
Entering Unmasked Estep 
Score: -26512192.000000 Penalty: 36418.070312
Splitting cluster 24 changes total score from -26510838.000000 to -26512192.000000
So it's getting split into cluster 6.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 21080 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 283084 members 
Mstep: Class 10 contains 23674 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 34241 members 
Mstep: Class 15 contains 8028 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 57330 members 
Mstep: Class 21 contains 15482 members 
Mstep: Class 24 contains 8646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26513800.000000 Penalty: 36418.070312
Iteration 39Q: 18 clusters Score -2.65138e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 8 contains 14045 members 
Mstep: Class 9 contains 282798 members 
Mstep: Class 10 contains 23494 members 
Mstep: Class 11 contains 29594 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 34986 members 
Mstep: Class 15 contains 8101 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 57377 members 
Mstep: Class 21 contains 15520 members 
Mstep: Class 24 contains 8592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26516060.000000 Penalty: 36418.070312
Iteration 40F: 18 clusters Score -2.651606e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 20202 members 
Mstep: Class 4 contains 12541 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 281503 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 11 contains 29565 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 35674 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 57331 members 
Mstep: Class 21 contains 15557 members 
Mstep: Class 24 contains 8545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26517718.000000 Penalty: 36418.070312
Iteration 41Q: 18 clusters Score -2.651772e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 19722 members 
Mstep: Class 4 contains 12775 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 8 contains 13937 members 
Mstep: Class 9 contains 280292 members 
Mstep: Class 10 contains 22976 members 
Mstep: Class 11 contains 29626 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 36357 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 57263 members 
Mstep: Class 21 contains 15613 members 
Mstep: Class 24 contains 8496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26518516.000000 Penalty: 36418.070312
Iteration 42Q: 18 clusters Score -2.651852e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 19238 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 8 contains 13875 members 
Mstep: Class 9 contains 279126 members 
Mstep: Class 10 contains 22797 members 
Mstep: Class 11 contains 29757 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 37063 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 57197 members 
Mstep: Class 21 contains 15673 members 
Mstep: Class 24 contains 8443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26519552.000000 Penalty: 36418.070312
Iteration 43Q: 18 clusters Score -2.651955e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 18716 members 
Mstep: Class 4 contains 13119 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 7391 members 
Mstep: Class 8 contains 13809 members 
Mstep: Class 9 contains 278010 members 
Mstep: Class 10 contains 22604 members 
Mstep: Class 11 contains 29926 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 57155 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 24 contains 8396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520116.000000 Penalty: 36418.070312
Iteration 44Q: 18 clusters Score -2.652012e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 13259 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 8 contains 13736 members 
Mstep: Class 9 contains 276856 members 
Mstep: Class 10 contains 22405 members 
Mstep: Class 11 contains 30124 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 38632 members 
Mstep: Class 15 contains 8472 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 57139 members 
Mstep: Class 21 contains 15843 members 
Mstep: Class 24 contains 8339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26520604.000000 Penalty: 36418.070312
Iteration 45Q: 18 clusters Score -2.65206e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 7813 members 
Mstep: Class 8 contains 13670 members 
Mstep: Class 9 contains 275769 members 
Mstep: Class 10 contains 22218 members 
Mstep: Class 11 contains 30335 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 14 contains 39474 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 17 contains 4730 members 
Mstep: Class 18 contains 57114 members 
Mstep: Class 21 contains 15946 members 
Mstep: Class 24 contains 8298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521104.000000 Penalty: 36418.070312
Iteration 46Q: 18 clusters Score -2.65211e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 16963 members 
Mstep: Class 4 contains 13432 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 8 contains 13611 members 
Mstep: Class 9 contains 274688 members 
Mstep: Class 10 contains 22052 members 
Mstep: Class 11 contains 30574 members 
Mstep: Class 13 contains 3971 members 
Mstep: Class 14 contains 40352 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 17 contains 4776 members 
Mstep: Class 18 contains 57087 members 
Mstep: Class 21 contains 16078 members 
Mstep: Class 24 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521504.000000 Penalty: 36418.070312
Iteration 47Q: 18 clusters Score -2.65215e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 16322 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 273607 members 
Mstep: Class 10 contains 21908 members 
Mstep: Class 11 contains 30820 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 41279 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 57051 members 
Mstep: Class 21 contains 16202 members 
Mstep: Class 24 contains 8257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26521992.000000 Penalty: 36418.070312
Iteration 48Q: 18 clusters Score -2.652199e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3978 members 
Mstep: Class 3 contains 15655 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 8 contains 13515 members 
Mstep: Class 9 contains 272583 members 
Mstep: Class 10 contains 21762 members 
Mstep: Class 11 contains 31049 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 42272 members 
Mstep: Class 15 contains 8806 members 
Mstep: Class 17 contains 4827 members 
Mstep: Class 18 contains 57004 members 
Mstep: Class 21 contains 16343 members 
Mstep: Class 24 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26522500.000000 Penalty: 36418.070312
Iteration 49Q: 18 clusters Score -2.65225e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4054 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 13636 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 8 contains 13462 members 
Mstep: Class 9 contains 271595 members 
Mstep: Class 10 contains 21627 members 
Mstep: Class 11 contains 31289 members 
Mstep: Class 13 contains 3971 members 
Mstep: Class 14 contains 43280 members 
Mstep: Class 15 contains 8899 members 
Mstep: Class 17 contains 4866 members 
Mstep: Class 18 contains 56965 members 
Mstep: Class 21 contains 16476 members 
Mstep: Class 24 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523032.000000 Penalty: 36418.070312
Iteration 50Q: 18 clusters Score -2.652303e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 14217 members 
Mstep: Class 4 contains 13683 members 
Mstep: Class 5 contains 4454 members 
Mstep: Class 6 contains 8439 members 
Mstep: Class 8 contains 13426 members 
Mstep: Class 9 contains 270588 members 
Mstep: Class 10 contains 21505 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 8984 members 
Mstep: Class 17 contains 4892 members 
Mstep: Class 18 contains 56915 members 
Mstep: Class 21 contains 16608 members 
Mstep: Class 24 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26523610.000000 Penalty: 36418.070312
Iteration 51Q: 18 clusters Score -2.652361e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 13398 members 
Mstep: Class 4 contains 13712 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 8 contains 13395 members 
Mstep: Class 9 contains 269552 members 
Mstep: Class 10 contains 21357 members 
Mstep: Class 11 contains 31886 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 45569 members 
Mstep: Class 15 contains 9088 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 56864 members 
Mstep: Class 21 contains 16728 members 
Mstep: Class 24 contains 8234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524256.000000 Penalty: 36418.070312
Iteration 52Q: 18 clusters Score -2.652426e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 12530 members 
Mstep: Class 4 contains 13741 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 8616 members 
Mstep: Class 8 contains 13357 members 
Mstep: Class 9 contains 268503 members 
Mstep: Class 10 contains 21204 members 
Mstep: Class 11 contains 32232 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 46821 members 
Mstep: Class 15 contains 9207 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 56828 members 
Mstep: Class 21 contains 16854 members 
Mstep: Class 24 contains 8233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26524790.000000 Penalty: 36418.070312
Iteration 53Q: 18 clusters Score -2.652479e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 11609 members 
Mstep: Class 4 contains 13780 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 8 contains 13324 members 
Mstep: Class 9 contains 267486 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 32538 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 48166 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 56768 members 
Mstep: Class 21 contains 16963 members 
Mstep: Class 24 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26525666.000000 Penalty: 36418.070312
Iteration 54Q: 18 clusters Score -2.652567e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 10683 members 
Mstep: Class 4 contains 13809 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 8 contains 13293 members 
Mstep: Class 9 contains 266488 members 
Mstep: Class 10 contains 20895 members 
Mstep: Class 11 contains 32839 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 49546 members 
Mstep: Class 15 contains 9447 members 
Mstep: Class 17 contains 4947 members 
Mstep: Class 18 contains 56727 members 
Mstep: Class 21 contains 17076 members 
Mstep: Class 24 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26526708.000000 Penalty: 36418.070312
Iteration 55Q: 18 clusters Score -2.652671e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 9800 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 4570 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 8 contains 13253 members 
Mstep: Class 9 contains 265475 members 
Mstep: Class 10 contains 20709 members 
Mstep: Class 11 contains 33131 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 51005 members 
Mstep: Class 15 contains 9549 members 
Mstep: Class 17 contains 4961 members 
Mstep: Class 18 contains 56652 members 
Mstep: Class 21 contains 17174 members 
Mstep: Class 24 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26527714.000000 Penalty: 36418.070312
Iteration 56Q: 18 clusters Score -2.652771e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 9006 members 
Mstep: Class 4 contains 13842 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 8 contains 13205 members 
Mstep: Class 9 contains 264394 members 
Mstep: Class 10 contains 20490 members 
Mstep: Class 11 contains 33442 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 52392 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 56583 members 
Mstep: Class 21 contains 17286 members 
Mstep: Class 24 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26528538.000000 Penalty: 36418.070312
Iteration 57Q: 18 clusters Score -2.652854e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 13869 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 8934 members 
Mstep: Class 8 contains 13165 members 
Mstep: Class 9 contains 263259 members 
Mstep: Class 10 contains 20260 members 
Mstep: Class 11 contains 33777 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 53688 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 56485 members 
Mstep: Class 21 contains 17398 members 
Mstep: Class 24 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529156.000000 Penalty: 36418.070312
Iteration 58Q: 18 clusters Score -2.652916e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 8 contains 13137 members 
Mstep: Class 9 contains 262115 members 
Mstep: Class 10 contains 20010 members 
Mstep: Class 11 contains 34128 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 54875 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 56422 members 
Mstep: Class 21 contains 17482 members 
Mstep: Class 24 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26529724.000000 Penalty: 36418.070312
Iteration 59Q: 18 clusters Score -2.652972e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 13948 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 9058 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 9 contains 260989 members 
Mstep: Class 10 contains 19778 members 
Mstep: Class 11 contains 34469 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 56008 members 
Mstep: Class 15 contains 10032 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 18 contains 56344 members 
Mstep: Class 21 contains 17575 members 
Mstep: Class 24 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530180.000000 Penalty: 36418.070312
Iteration 60F: 18 clusters Score -2.653018e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 6818 members 
Mstep: Class 4 contains 13985 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 259809 members 
Mstep: Class 10 contains 19553 members 
Mstep: Class 11 contains 34862 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 57025 members 
Mstep: Class 15 contains 10170 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 56293 members 
Mstep: Class 21 contains 17675 members 
Mstep: Class 24 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530486.000000 Penalty: 36418.070312
Iteration 61Q: 18 clusters Score -2.653049e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4750 members 
Mstep: Class 3 contains 6415 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 4595 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 8 contains 13009 members 
Mstep: Class 9 contains 258564 members 
Mstep: Class 10 contains 19357 members 
Mstep: Class 11 contains 35283 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 57966 members 
Mstep: Class 15 contains 10346 members 
Mstep: Class 17 contains 5204 members 
Mstep: Class 18 contains 56246 members 
Mstep: Class 21 contains 17759 members 
Mstep: Class 24 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26530758.000000 Penalty: 36418.070312
Iteration 62Q: 18 clusters Score -2.653076e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 6071 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 4616 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 8 contains 12959 members 
Mstep: Class 9 contains 257309 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 35721 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 58825 members 
Mstep: Class 15 contains 10527 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 56197 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 24 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531082.000000 Penalty: 36418.070312
Iteration 63Q: 18 clusters Score -2.653108e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 9266 members 
Mstep: Class 8 contains 12895 members 
Mstep: Class 9 contains 256043 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 36190 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 14 contains 59612 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 56191 members 
Mstep: Class 21 contains 17960 members 
Mstep: Class 24 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531352.000000 Penalty: 36418.070312
Iteration 64Q: 18 clusters Score -2.653135e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 14104 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 254716 members 
Mstep: Class 10 contains 18824 members 
Mstep: Class 11 contains 36685 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 60316 members 
Mstep: Class 15 contains 10915 members 
Mstep: Class 17 contains 5262 members 
Mstep: Class 18 contains 56193 members 
Mstep: Class 21 contains 18061 members 
Mstep: Class 24 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531748.000000 Penalty: 36418.070312
Iteration 65Q: 18 clusters Score -2.653175e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 4 contains 14132 members 
Mstep: Class 5 contains 4670 members 
Mstep: Class 6 contains 9366 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 253343 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 11 contains 37193 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 60983 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 56180 members 
Mstep: Class 21 contains 18156 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26531946.000000 Penalty: 36418.070312
Iteration 66Q: 18 clusters Score -2.653195e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 14157 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 6 contains 9404 members 
Mstep: Class 8 contains 12679 members 
Mstep: Class 9 contains 251971 members 
Mstep: Class 10 contains 18588 members 
Mstep: Class 11 contains 37700 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 61612 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 17 contains 5279 members 
Mstep: Class 18 contains 56176 members 
Mstep: Class 21 contains 18270 members 
Mstep: Class 24 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532286.000000 Penalty: 36418.070312
Iteration 67Q: 18 clusters Score -2.653229e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 250618 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 38201 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 62233 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 56174 members 
Mstep: Class 21 contains 18399 members 
Mstep: Class 24 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26532666.000000 Penalty: 36418.070312
Iteration 68Q: 18 clusters Score -2.653267e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 249230 members 
Mstep: Class 10 contains 18355 members 
Mstep: Class 11 contains 38736 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 62828 members 
Mstep: Class 15 contains 11803 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 56163 members 
Mstep: Class 21 contains 18560 members 
Mstep: Class 24 contains 8168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533030.000000 Penalty: 36418.070312
Iteration 69Q: 18 clusters Score -2.653303e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 14253 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 9486 members 
Mstep: Class 8 contains 12525 members 
Mstep: Class 9 contains 247764 members 
Mstep: Class 10 contains 18258 members 
Mstep: Class 11 contains 39223 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 63370 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 56138 members 
Mstep: Class 21 contains 18731 members 
Mstep: Class 24 contains 8160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533574.000000 Penalty: 36418.070312
Iteration 70Q: 18 clusters Score -2.653357e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 4132 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 9527 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 246348 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 39719 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 63848 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 56113 members 
Mstep: Class 21 contains 18881 members 
Mstep: Class 24 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26533996.000000 Penalty: 36418.070312
Iteration 71Q: 18 clusters Score -2.6534e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14309 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 8 contains 12446 members 
Mstep: Class 9 contains 244931 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 40215 members 
Mstep: Class 13 contains 3962 members 
Mstep: Class 14 contains 64286 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 56093 members 
Mstep: Class 21 contains 19046 members 
Mstep: Class 24 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534204.000000 Penalty: 36418.070312
Iteration 72Q: 18 clusters Score -2.65342e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 8 contains 12398 members 
Mstep: Class 9 contains 243498 members 
Mstep: Class 10 contains 18028 members 
Mstep: Class 11 contains 40735 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 14 contains 64695 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 56038 members 
Mstep: Class 21 contains 19210 members 
Mstep: Class 24 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534560.000000 Penalty: 36418.070312
Iteration 73Q: 18 clusters Score -2.653456e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 3858 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 4670 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 242042 members 
Mstep: Class 10 contains 17961 members 
Mstep: Class 11 contains 41275 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 14 contains 65081 members 
Mstep: Class 15 contains 12950 members 
Mstep: Class 17 contains 5370 members 
Mstep: Class 18 contains 55972 members 
Mstep: Class 21 contains 19379 members 
Mstep: Class 24 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26534832.000000 Penalty: 36418.070312
Iteration 74Q: 18 clusters Score -2.653483e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 4672 members 
Mstep: Class 6 contains 9665 members 
Mstep: Class 8 contains 12299 members 
Mstep: Class 9 contains 240539 members 
Mstep: Class 10 contains 17890 members 
Mstep: Class 11 contains 41788 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 65487 members 
Mstep: Class 15 contains 13196 members 
Mstep: Class 17 contains 5374 members 
Mstep: Class 18 contains 55926 members 
Mstep: Class 21 contains 19563 members 
Mstep: Class 24 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535180.000000 Penalty: 36418.070312
Iteration 75Q: 18 clusters Score -2.653518e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 9697 members 
Mstep: Class 8 contains 12254 members 
Mstep: Class 9 contains 239029 members 
Mstep: Class 10 contains 17810 members 
Mstep: Class 11 contains 42332 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 65839 members 
Mstep: Class 15 contains 13429 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 55881 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 24 contains 8127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535558.000000 Penalty: 36418.070312
Iteration 76Q: 18 clusters Score -2.653556e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 8 contains 12214 members 
Mstep: Class 9 contains 237525 members 
Mstep: Class 10 contains 17725 members 
Mstep: Class 11 contains 42892 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 66173 members 
Mstep: Class 15 contains 13664 members 
Mstep: Class 17 contains 5417 members 
Mstep: Class 18 contains 55830 members 
Mstep: Class 21 contains 19920 members 
Mstep: Class 24 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26535862.000000 Penalty: 36418.070312
Iteration 77Q: 18 clusters Score -2.653586e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 3694 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 236057 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 11 contains 43470 members 
Mstep: Class 13 contains 3910 members 
Mstep: Class 14 contains 66469 members 
Mstep: Class 15 contains 13924 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 55751 members 
Mstep: Class 21 contains 20052 members 
Mstep: Class 24 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26536294.000000 Penalty: 36418.070312
Iteration 78Q: 18 clusters Score -2.653629e+07 nChanged 2224
Entering ConstructFrom: 
Score: -26536294.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (10453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Entering Unmasked Estep 
Score: -559675.437500 Penalty: 1503.879761
	Iteration 0F: 2 clusters Score -559675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -552209.625000 Penalty: 3007.759521
	Iteration 0F: 3 clusters Score -552209.6 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -554881.812500 Penalty: 3007.759521
	Iteration 1F: 3 clusters Score -554881.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -555303.875000 Penalty: 3007.759521
	Iteration 2F: 3 clusters Score -555303.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -555721.687500 Penalty: 3007.759521
	Iteration 3F: 3 clusters Score -555721.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -556132.500000 Penalty: 3007.759521
	Iteration 4F: 3 clusters Score -556132.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -556535.562500 Penalty: 3007.759521
	Iteration 5F: 3 clusters Score -556535.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -556928.312500 Penalty: 3007.759521
	Iteration 6F: 3 clusters Score -556928.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -557332.625000 Penalty: 3007.759521
	Iteration 7F: 3 clusters Score -557332.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -557616.687500 Penalty: 3007.759521
	Iteration 8Q: 3 clusters Score -557616.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -557796.375000 Penalty: 3007.759521
	Iteration 9Q: 3 clusters Score -557796.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -557886.687500 Penalty: 3007.759521
	Iteration 10Q: 3 clusters Score -557886.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -557943.687500 Penalty: 3007.759521
	Iteration 11Q: 3 clusters Score -557943.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -557989.562500 Penalty: 3007.759521
	Iteration 12Q: 3 clusters Score -557989.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -558034.625000 Penalty: 3007.759521
	Iteration 13Q: 3 clusters Score -558034.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -558076.312500 Penalty: 3007.759521
	Iteration 14Q: 3 clusters Score -558076.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -558103.312500 Penalty: 3007.759521
	Iteration 15Q: 3 clusters Score -558103.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -558128.625000 Penalty: 3007.759521
	Iteration 16Q: 3 clusters Score -558128.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -558148.000000 Penalty: 3007.759521
	Iteration 17Q: 3 clusters Score -558148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -558168.875000 Penalty: 3007.759521
	Iteration 18Q: 3 clusters Score -558168.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -558190.625000 Penalty: 3007.759521
	Iteration 19Q: 3 clusters Score -558190.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -558210.000000 Penalty: 3007.759521
	Iteration 20F: 3 clusters Score -558210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -558231.625000 Penalty: 3007.759521
	Iteration 21Q: 3 clusters Score -558231.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -558250.500000 Penalty: 3007.759521
	Iteration 22Q: 3 clusters Score -558250.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -558269.562500 Penalty: 3007.759521
	Iteration 23Q: 3 clusters Score -558269.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -558282.687500 Penalty: 3007.759521
	Iteration 24Q: 3 clusters Score -558282.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -558296.875000 Penalty: 3007.759521
	Iteration 25Q: 3 clusters Score -558296.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -558310.562500 Penalty: 3007.759521
	Iteration 26Q: 3 clusters Score -558310.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -558322.875000 Penalty: 3007.759521
	Iteration 27Q: 3 clusters Score -558322.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -558339.937500 Penalty: 3007.759521
	Iteration 28Q: 3 clusters Score -558339.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -558355.375000 Penalty: 3007.759521
	Iteration 29Q: 3 clusters Score -558355.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -558369.312500 Penalty: 3007.759521
	Iteration 30Q: 3 clusters Score -558369.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -558385.437500 Penalty: 3007.759521
	Iteration 31Q: 3 clusters Score -558385.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -558394.687500 Penalty: 3007.759521
	Iteration 32Q: 3 clusters Score -558394.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -558403.375000 Penalty: 3007.759521
	Iteration 33Q: 3 clusters Score -558403.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -558410.687500 Penalty: 3007.759521
	Iteration 34Q: 3 clusters Score -558410.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -558419.437500 Penalty: 3007.759521
	Iteration 35Q: 3 clusters Score -558419.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -558425.875000 Penalty: 3007.759521
	Iteration 36Q: 3 clusters Score -558425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -558435.500000 Penalty: 3007.759521
	Iteration 37Q: 3 clusters Score -558435.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -558440.500000 Penalty: 3007.759521
	Iteration 38Q: 3 clusters Score -558440.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -558448.000000 Penalty: 3007.759521
	Iteration 39Q: 3 clusters Score -558448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -558452.187500 Penalty: 3007.759521
	Iteration 40F: 3 clusters Score -558452.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -558454.500000 Penalty: 3007.759521
	Iteration 41Q: 3 clusters Score -558454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -558455.125000 Penalty: 3007.759521
	Iteration 42Q: 3 clusters Score -558455.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -558457.062500 Penalty: 3007.759521
	Iteration 43Q: 3 clusters Score -558457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -558459.687500 Penalty: 3007.759521
	Iteration 44Q: 3 clusters Score -558459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -558460.187500 Penalty: 3007.759521
	Iteration 45Q: 3 clusters Score -558460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -558462.500000 Penalty: 3007.759521
	Iteration 46Q: 3 clusters Score -558462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -558465.250000 Penalty: 3007.759521
	Iteration 47Q: 3 clusters Score -558465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -558469.375000 Penalty: 3007.759521
	Iteration 48Q: 3 clusters Score -558469.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -558472.437500 Penalty: 3007.759521
	Iteration 49Q: 3 clusters Score -558472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -558476.812500 Penalty: 3007.759521
	Iteration 50Q: 3 clusters Score -558476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -558477.687500 Penalty: 3007.759521
	Iteration 51Q: 3 clusters Score -558477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -558479.187500 Penalty: 3007.759521
	Iteration 52Q: 3 clusters Score -558479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -558480.375000 Penalty: 3007.759521
	Iteration 53Q: 3 clusters Score -558480.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -558482.375000 Penalty: 3007.759521
	Iteration 54Q: 3 clusters Score -558482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -558484.125000 Penalty: 3007.759521
	Iteration 55Q: 3 clusters Score -558484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -558483.750000 Penalty: 3007.759521
	Iteration 56Q: 3 clusters Score -558483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -558483.812500 Penalty: 3007.759521
	Iteration 57Q: 3 clusters Score -558483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -558483.812500 Penalty: 3007.759521
	Iteration 58F: 3 clusters Score -558483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -271770.593750 Penalty: 1401.528564
	Iteration 0F: 2 clusters Score -271770.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -267508.000000 Penalty: 2803.057129
	Iteration 0F: 3 clusters Score -267508 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -268639.468750 Penalty: 2803.057129
	Iteration 1F: 3 clusters Score -268639.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -268833.656250 Penalty: 2803.057129
	Iteration 2F: 3 clusters Score -268833.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -268968.906250 Penalty: 2803.057129
	Iteration 3F: 3 clusters Score -268968.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -269070.156250 Penalty: 2803.057129
	Iteration 4Q: 3 clusters Score -269070.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -269170.562500 Penalty: 2803.057129
	Iteration 5Q: 3 clusters Score -269170.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -269300.906250 Penalty: 2803.057129
	Iteration 6Q: 3 clusters Score -269300.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -269571.781250 Penalty: 2803.057129
	Iteration 7Q: 3 clusters Score -269571.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -269906.156250 Penalty: 2803.057129
	Iteration 8F: 3 clusters Score -269906.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -270250.250000 Penalty: 2803.057129
	Iteration 9F: 3 clusters Score -270250.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -270550.375000 Penalty: 2803.057129
	Iteration 10F: 3 clusters Score -270550.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -270736.531250 Penalty: 2803.057129
	Iteration 11Q: 3 clusters Score -270736.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -270865.656250 Penalty: 2803.057129
	Iteration 12Q: 3 clusters Score -270865.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -270929.625000 Penalty: 2803.057129
	Iteration 13Q: 3 clusters Score -270929.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -270969.531250 Penalty: 2803.057129
	Iteration 14Q: 3 clusters Score -270969.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -270988.156250 Penalty: 2803.057129
	Iteration 15Q: 3 clusters Score -270988.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -271003.218750 Penalty: 2803.057129
	Iteration 16Q: 3 clusters Score -271003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -271009.500000 Penalty: 2803.057129
	Iteration 17Q: 3 clusters Score -271009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -271013.062500 Penalty: 2803.057129
	Iteration 18Q: 3 clusters Score -271013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -271016.125000 Penalty: 2803.057129
	Iteration 19Q: 3 clusters Score -271016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -271017.937500 Penalty: 2803.057129
	Iteration 20F: 3 clusters Score -271017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -271019.406250 Penalty: 2803.057129
	Iteration 21Q: 3 clusters Score -271019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -271019.406250 Penalty: 2803.057129
	Iteration 22F: 3 clusters Score -271019.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -194710.078125 Penalty: 1335.728027
	Iteration 0F: 2 clusters Score -194710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -191501.796875 Penalty: 2671.456055
	Iteration 0F: 3 clusters Score -191501.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -192327.328125 Penalty: 2671.456055
	Iteration 1F: 3 clusters Score -192327.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -192464.562500 Penalty: 2671.456055
	Iteration 2F: 3 clusters Score -192464.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -192536.484375 Penalty: 2671.456055
	Iteration 3Q: 3 clusters Score -192536.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -192592.281250 Penalty: 2671.456055
	Iteration 4Q: 3 clusters Score -192592.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -192632.187500 Penalty: 2671.456055
	Iteration 5Q: 3 clusters Score -192632.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -192661.156250 Penalty: 2671.456055
	Iteration 6Q: 3 clusters Score -192661.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -192687.203125 Penalty: 2671.456055
	Iteration 7Q: 3 clusters Score -192687.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -192711.296875 Penalty: 2671.456055
	Iteration 8Q: 3 clusters Score -192711.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -192728.453125 Penalty: 2671.456055
	Iteration 9Q: 3 clusters Score -192728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -192741.687500 Penalty: 2671.456055
	Iteration 10Q: 3 clusters Score -192741.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -192756.765625 Penalty: 2671.456055
	Iteration 11Q: 3 clusters Score -192756.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -192772.750000 Penalty: 2671.456055
	Iteration 12Q: 3 clusters Score -192772.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -192796.406250 Penalty: 2671.456055
	Iteration 13Q: 3 clusters Score -192796.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -192819.015625 Penalty: 2671.456055
	Iteration 14Q: 3 clusters Score -192819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -192840.312500 Penalty: 2671.456055
	Iteration 15Q: 3 clusters Score -192840.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -192861.343750 Penalty: 2671.456055
	Iteration 16Q: 3 clusters Score -192861.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -192886.968750 Penalty: 2671.456055
	Iteration 17Q: 3 clusters Score -192887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -192924.515625 Penalty: 2671.456055
	Iteration 18Q: 3 clusters Score -192924.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -192967.187500 Penalty: 2671.456055
	Iteration 19Q: 3 clusters Score -192967.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -193024.343750 Penalty: 2671.456055
	Iteration 20F: 3 clusters Score -193024.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -193068.859375 Penalty: 2671.456055
	Iteration 21Q: 3 clusters Score -193068.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -193107.515625 Penalty: 2671.456055
	Iteration 22Q: 3 clusters Score -193107.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -193137.750000 Penalty: 2671.456055
	Iteration 23Q: 3 clusters Score -193137.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -193165.953125 Penalty: 2671.456055
	Iteration 24Q: 3 clusters Score -193166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -193191.937500 Penalty: 2671.456055
	Iteration 25Q: 3 clusters Score -193191.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -193214.046875 Penalty: 2671.456055
	Iteration 26Q: 3 clusters Score -193214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -193236.484375 Penalty: 2671.456055
	Iteration 27Q: 3 clusters Score -193236.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -193253.875000 Penalty: 2671.456055
	Iteration 28Q: 3 clusters Score -193253.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -193276.078125 Penalty: 2671.456055
	Iteration 29Q: 3 clusters Score -193276.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -193308.421875 Penalty: 2671.456055
	Iteration 30Q: 3 clusters Score -193308.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -193350.875000 Penalty: 2671.456055
	Iteration 31Q: 3 clusters Score -193350.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -193384.421875 Penalty: 2671.456055
	Iteration 32Q: 3 clusters Score -193384.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -193419.921875 Penalty: 2671.456055
	Iteration 33Q: 3 clusters Score -193419.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -193452.640625 Penalty: 2671.456055
	Iteration 34Q: 3 clusters Score -193452.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -193472.468750 Penalty: 2671.456055
	Iteration 35Q: 3 clusters Score -193472.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -193487.109375 Penalty: 2671.456055
	Iteration 36Q: 3 clusters Score -193487.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -193504.078125 Penalty: 2671.456055
	Iteration 37Q: 3 clusters Score -193504.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -193519.296875 Penalty: 2671.456055
	Iteration 38Q: 3 clusters Score -193519.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -193528.687500 Penalty: 2671.456055
	Iteration 39Q: 3 clusters Score -193528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -193536.359375 Penalty: 2671.456055
	Iteration 40F: 3 clusters Score -193536.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -193541.609375 Penalty: 2671.456055
	Iteration 41Q: 3 clusters Score -193541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -193546.703125 Penalty: 2671.456055
	Iteration 42Q: 3 clusters Score -193546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -193548.968750 Penalty: 2671.456055
	Iteration 43Q: 3 clusters Score -193549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -193552.750000 Penalty: 2671.456055
	Iteration 44Q: 3 clusters Score -193552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -193556.781250 Penalty: 2671.456055
	Iteration 45Q: 3 clusters Score -193556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -193561.437500 Penalty: 2671.456055
	Iteration 46Q: 3 clusters Score -193561.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -193566.953125 Penalty: 2671.456055
	Iteration 47Q: 3 clusters Score -193567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -193572.156250 Penalty: 2671.456055
	Iteration 48Q: 3 clusters Score -193572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -193575.859375 Penalty: 2671.456055
	Iteration 49Q: 3 clusters Score -193575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -193577.265625 Penalty: 2671.456055
	Iteration 50Q: 3 clusters Score -193577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -193578.078125 Penalty: 2671.456055
	Iteration 51Q: 3 clusters Score -193578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -193578.468750 Penalty: 2671.456055
	Iteration 52Q: 3 clusters Score -193578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -193578.468750 Penalty: 2671.456055
	Iteration 53F: 3 clusters Score -193578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -759967.312500 Penalty: 1555.855835
	Iteration 0F: 2 clusters Score -759967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -749964.937500 Penalty: 3111.711670
	Iteration 0F: 3 clusters Score -749964.9 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -753564.312500 Penalty: 3111.711670
	Iteration 1F: 3 clusters Score -753564.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -754011.437500 Penalty: 3111.711670
	Iteration 2F: 3 clusters Score -754011.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -754460.750000 Penalty: 3111.711670
	Iteration 3F: 3 clusters Score -754460.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -754983.875000 Penalty: 3111.711670
	Iteration 4F: 3 clusters Score -754983.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -755669.500000 Penalty: 3111.711670
	Iteration 5F: 3 clusters Score -755669.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -756470.375000 Penalty: 3111.711670
	Iteration 6F: 3 clusters Score -756470.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -757241.875000 Penalty: 3111.711670
	Iteration 7F: 3 clusters Score -757241.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -757816.312500 Penalty: 3111.711670
	Iteration 8Q: 3 clusters Score -757816.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -758197.875000 Penalty: 3111.711670
	Iteration 9Q: 3 clusters Score -758197.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -758388.000000 Penalty: 3111.711670
	Iteration 10Q: 3 clusters Score -758388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -758482.375000 Penalty: 3111.711670
	Iteration 11Q: 3 clusters Score -758482.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -758526.000000 Penalty: 3111.711670
	Iteration 12Q: 3 clusters Score -758526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -758552.375000 Penalty: 3111.711670
	Iteration 13Q: 3 clusters Score -758552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -758571.625000 Penalty: 3111.711670
	Iteration 14Q: 3 clusters Score -758571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -758576.687500 Penalty: 3111.711670
	Iteration 15Q: 3 clusters Score -758576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -758582.312500 Penalty: 3111.711670
	Iteration 16Q: 3 clusters Score -758582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -758583.250000 Penalty: 3111.711670
	Iteration 17Q: 3 clusters Score -758583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -758589.125000 Penalty: 3111.711670
	Iteration 18Q: 3 clusters Score -758589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -758591.312500 Penalty: 3111.711670
	Iteration 19Q: 3 clusters Score -758591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -758591.312500 Penalty: 3111.711670
	Iteration 20F: 3 clusters Score -758591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Entering Unmasked Estep 
Score: -211315.640625 Penalty: 1375.982178
	Iteration 0F: 2 clusters Score -211315.6 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 2395 members 
Entering Unmasked Estep 
Score: -207478.843750 Penalty: 2751.964355
	Iteration 0F: 3 clusters Score -207478.8 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -208564.000000 Penalty: 2751.964355
	Iteration 1F: 3 clusters Score -208564 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -208805.937500 Penalty: 2751.964355
	Iteration 2F: 3 clusters Score -208805.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -208994.234375 Penalty: 2751.964355
	Iteration 3F: 3 clusters Score -208994.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -209142.171875 Penalty: 2751.964355
	Iteration 4Q: 3 clusters Score -209142.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -209256.093750 Penalty: 2751.964355
	Iteration 5Q: 3 clusters Score -209256.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -209346.437500 Penalty: 2751.964355
	Iteration 6Q: 3 clusters Score -209346.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -209418.359375 Penalty: 2751.964355
	Iteration 7Q: 3 clusters Score -209418.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -209492.093750 Penalty: 2751.964355
	Iteration 8Q: 3 clusters Score -209492.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -209547.843750 Penalty: 2751.964355
	Iteration 9Q: 3 clusters Score -209547.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -209601.875000 Penalty: 2751.964355
	Iteration 10Q: 3 clusters Score -209601.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -209650.921875 Penalty: 2751.964355
	Iteration 11Q: 3 clusters Score -209650.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -209703.031250 Penalty: 2751.964355
	Iteration 12Q: 3 clusters Score -209703 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -209745.640625 Penalty: 2751.964355
	Iteration 13Q: 3 clusters Score -209745.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -209788.546875 Penalty: 2751.964355
	Iteration 14Q: 3 clusters Score -209788.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -209833.500000 Penalty: 2751.964355
	Iteration 15Q: 3 clusters Score -209833.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -209864.109375 Penalty: 2751.964355
	Iteration 16Q: 3 clusters Score -209864.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -209891.062500 Penalty: 2751.964355
	Iteration 17Q: 3 clusters Score -209891.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -209908.390625 Penalty: 2751.964355
	Iteration 18Q: 3 clusters Score -209908.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -209927.187500 Penalty: 2751.964355
	Iteration 19Q: 3 clusters Score -209927.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -209956.359375 Penalty: 2751.964355
	Iteration 20F: 3 clusters Score -209956.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -209981.765625 Penalty: 2751.964355
	Iteration 21Q: 3 clusters Score -209981.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -210002.078125 Penalty: 2751.964355
	Iteration 22Q: 3 clusters Score -210002.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -210017.343750 Penalty: 2751.964355
	Iteration 23Q: 3 clusters Score -210017.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -210031.453125 Penalty: 2751.964355
	Iteration 24Q: 3 clusters Score -210031.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -210045.937500 Penalty: 2751.964355
	Iteration 25Q: 3 clusters Score -210045.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -210055.062500 Penalty: 2751.964355
	Iteration 26Q: 3 clusters Score -210055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -210059.484375 Penalty: 2751.964355
	Iteration 27Q: 3 clusters Score -210059.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -210062.718750 Penalty: 2751.964355
	Iteration 28Q: 3 clusters Score -210062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -210064.593750 Penalty: 2751.964355
	Iteration 29Q: 3 clusters Score -210064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -210066.578125 Penalty: 2751.964355
	Iteration 30Q: 3 clusters Score -210066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -210070.296875 Penalty: 2751.964355
	Iteration 31Q: 3 clusters Score -210070.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -210073.843750 Penalty: 2751.964355
	Iteration 32Q: 3 clusters Score -210073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -210081.093750 Penalty: 2751.964355
	Iteration 33Q: 3 clusters Score -210081.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -210087.000000 Penalty: 2751.964355
	Iteration 34Q: 3 clusters Score -210087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -210092.109375 Penalty: 2751.964355
	Iteration 35Q: 3 clusters Score -210092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -210098.015625 Penalty: 2751.964355
	Iteration 36Q: 3 clusters Score -210098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -210102.000000 Penalty: 2751.964355
	Iteration 37Q: 3 clusters Score -210102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -210106.968750 Penalty: 2751.964355
	Iteration 38Q: 3 clusters Score -210107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -210109.937500 Penalty: 2751.964355
	Iteration 39Q: 3 clusters Score -210109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -210111.359375 Penalty: 2751.964355
	Iteration 40F: 3 clusters Score -210111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -210112.437500 Penalty: 2751.964355
	Iteration 41Q: 3 clusters Score -210112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -210113.281250 Penalty: 2751.964355
	Iteration 42Q: 3 clusters Score -210113.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -210113.625000 Penalty: 2751.964355
	Iteration 43Q: 3 clusters Score -210113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -210113.937500 Penalty: 2751.964355
	Iteration 44Q: 3 clusters Score -210113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -210114.187500 Penalty: 2751.964355
	Iteration 45Q: 3 clusters Score -210114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -210114.781250 Penalty: 2751.964355
	Iteration 46Q: 3 clusters Score -210114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -210114.781250 Penalty: 2751.964355
	Iteration 47F: 3 clusters Score -210114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -516102.312500 Penalty: 1492.815918
	Iteration 0F: 2 clusters Score -516102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -509110.093750 Penalty: 2985.631836
	Iteration 0F: 3 clusters Score -509110.1 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -511346.312500 Penalty: 2985.631836
	Iteration 1F: 3 clusters Score -511346.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -511578.093750 Penalty: 2985.631836
	Iteration 2F: 3 clusters Score -511578.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -511745.718750 Penalty: 2985.631836
	Iteration 3Q: 3 clusters Score -511745.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -511893.875000 Penalty: 2985.631836
	Iteration 4Q: 3 clusters Score -511893.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -512047.625000 Penalty: 2985.631836
	Iteration 5Q: 3 clusters Score -512047.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -512242.656250 Penalty: 2985.631836
	Iteration 6Q: 3 clusters Score -512242.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -512498.312500 Penalty: 2985.631836
	Iteration 7Q: 3 clusters Score -512498.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -512814.312500 Penalty: 2985.631836
	Iteration 8Q: 3 clusters Score -512814.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -513210.593750 Penalty: 2985.631836
	Iteration 9F: 3 clusters Score -513210.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -513668.000000 Penalty: 2985.631836
	Iteration 10F: 3 clusters Score -513668 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -514059.562500 Penalty: 2985.631836
	Iteration 11Q: 3 clusters Score -514059.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -514353.375000 Penalty: 2985.631836
	Iteration 12Q: 3 clusters Score -514353.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -514528.312500 Penalty: 2985.631836
	Iteration 13Q: 3 clusters Score -514528.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -514629.500000 Penalty: 2985.631836
	Iteration 14Q: 3 clusters Score -514629.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -514702.062500 Penalty: 2985.631836
	Iteration 15Q: 3 clusters Score -514702.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -514739.250000 Penalty: 2985.631836
	Iteration 16Q: 3 clusters Score -514739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -514760.468750 Penalty: 2985.631836
	Iteration 17Q: 3 clusters Score -514760.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -514779.562500 Penalty: 2985.631836
	Iteration 18Q: 3 clusters Score -514779.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -514792.406250 Penalty: 2985.631836
	Iteration 19Q: 3 clusters Score -514792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -514804.375000 Penalty: 2985.631836
	Iteration 20F: 3 clusters Score -514804.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -514818.000000 Penalty: 2985.631836
	Iteration 21Q: 3 clusters Score -514818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -514822.031250 Penalty: 2985.631836
	Iteration 22Q: 3 clusters Score -514822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -514824.531250 Penalty: 2985.631836
	Iteration 23Q: 3 clusters Score -514824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -514830.562500 Penalty: 2985.631836
	Iteration 24Q: 3 clusters Score -514830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -514832.281250 Penalty: 2985.631836
	Iteration 25Q: 3 clusters Score -514832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -514832.281250 Penalty: 2985.631836
	Iteration 26F: 3 clusters Score -514832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Entering Unmasked Estep 
Score: -626941.562500 Penalty: 1528.018311
	Iteration 0F: 2 clusters Score -626941.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -618375.125000 Penalty: 3056.036621
	Iteration 0F: 3 clusters Score -618375.1 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -621228.437500 Penalty: 3056.036621
	Iteration 1F: 3 clusters Score -621228.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -621503.500000 Penalty: 3056.036621
	Iteration 2F: 3 clusters Score -621503.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -621712.750000 Penalty: 3056.036621
	Iteration 3Q: 3 clusters Score -621712.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -621872.750000 Penalty: 3056.036621
	Iteration 4Q: 3 clusters Score -621872.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -622030.687500 Penalty: 3056.036621
	Iteration 5Q: 3 clusters Score -622030.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -622199.062500 Penalty: 3056.036621
	Iteration 6Q: 3 clusters Score -622199.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -622380.500000 Penalty: 3056.036621
	Iteration 7Q: 3 clusters Score -622380.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -622579.250000 Penalty: 3056.036621
	Iteration 8Q: 3 clusters Score -622579.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -622855.875000 Penalty: 3056.036621
	Iteration 9Q: 3 clusters Score -622855.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -623145.437500 Penalty: 3056.036621
	Iteration 10Q: 3 clusters Score -623145.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -623406.937500 Penalty: 3056.036621
	Iteration 11Q: 3 clusters Score -623406.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -623624.500000 Penalty: 3056.036621
	Iteration 12Q: 3 clusters Score -623624.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -623841.500000 Penalty: 3056.036621
	Iteration 13Q: 3 clusters Score -623841.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -624032.812500 Penalty: 3056.036621
	Iteration 14Q: 3 clusters Score -624032.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -624195.312500 Penalty: 3056.036621
	Iteration 15Q: 3 clusters Score -624195.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -624350.000000 Penalty: 3056.036621
	Iteration 16Q: 3 clusters Score -624350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -624505.187500 Penalty: 3056.036621
	Iteration 17Q: 3 clusters Score -624505.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -624647.125000 Penalty: 3056.036621
	Iteration 18Q: 3 clusters Score -624647.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -624795.875000 Penalty: 3056.036621
	Iteration 19Q: 3 clusters Score -624795.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -624959.812500 Penalty: 3056.036621
	Iteration 20F: 3 clusters Score -624959.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -625133.812500 Penalty: 3056.036621
	Iteration 21Q: 3 clusters Score -625133.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -625267.812500 Penalty: 3056.036621
	Iteration 22Q: 3 clusters Score -625267.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -625378.187500 Penalty: 3056.036621
	Iteration 23Q: 3 clusters Score -625378.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -625463.625000 Penalty: 3056.036621
	Iteration 24Q: 3 clusters Score -625463.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -625528.937500 Penalty: 3056.036621
	Iteration 25Q: 3 clusters Score -625528.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -625589.250000 Penalty: 3056.036621
	Iteration 26Q: 3 clusters Score -625589.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -625649.562500 Penalty: 3056.036621
	Iteration 27Q: 3 clusters Score -625649.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -625700.375000 Penalty: 3056.036621
	Iteration 28Q: 3 clusters Score -625700.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -625755.375000 Penalty: 3056.036621
	Iteration 29Q: 3 clusters Score -625755.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -625797.375000 Penalty: 3056.036621
	Iteration 30Q: 3 clusters Score -625797.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -625832.062500 Penalty: 3056.036621
	Iteration 31Q: 3 clusters Score -625832.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -625857.312500 Penalty: 3056.036621
	Iteration 32Q: 3 clusters Score -625857.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -625879.750000 Penalty: 3056.036621
	Iteration 33Q: 3 clusters Score -625879.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -625895.000000 Penalty: 3056.036621
	Iteration 34Q: 3 clusters Score -625895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -625902.500000 Penalty: 3056.036621
	Iteration 35Q: 3 clusters Score -625902.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -625915.250000 Penalty: 3056.036621
	Iteration 36Q: 3 clusters Score -625915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -625926.750000 Penalty: 3056.036621
	Iteration 37Q: 3 clusters Score -625926.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -625933.687500 Penalty: 3056.036621
	Iteration 38Q: 3 clusters Score -625933.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -625942.625000 Penalty: 3056.036621
	Iteration 39Q: 3 clusters Score -625942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -625947.687500 Penalty: 3056.036621
	Iteration 40F: 3 clusters Score -625947.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -625955.625000 Penalty: 3056.036621
	Iteration 41Q: 3 clusters Score -625955.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -625960.375000 Penalty: 3056.036621
	Iteration 42Q: 3 clusters Score -625960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -625961.687500 Penalty: 3056.036621
	Iteration 43Q: 3 clusters Score -625961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -625966.250000 Penalty: 3056.036621
	Iteration 44Q: 3 clusters Score -625966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -625968.625000 Penalty: 3056.036621
	Iteration 45Q: 3 clusters Score -625968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -625968.625000 Penalty: 3056.036621
	Iteration 46Q: 3 clusters Score -625968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -625969.000000 Penalty: 3056.036621
	Iteration 47Q: 3 clusters Score -625969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -625969.000000 Penalty: 3056.036621
	Iteration 48F: 3 clusters Score -625969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234635 members 
Entering Unmasked Estep 
Score: -12169373.000000 Penalty: 2009.440308
	Iteration 0F: 2 clusters Score -1.216937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -12011554.000000 Penalty: 4018.880615
	Iteration 0F: 3 clusters Score -1.201155e+07 nChanged 113646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -12081214.000000 Penalty: 4018.880615
	Iteration 1F: 3 clusters Score -1.208121e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 134062 members 
Entering Unmasked Estep 
Score: -12083830.000000 Penalty: 4018.880615
	Iteration 2Q: 3 clusters Score -1.208383e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -12088676.000000 Penalty: 4018.880615
	Iteration 3Q: 3 clusters Score -1.208868e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -12097220.000000 Penalty: 4018.880615
	Iteration 4F: 3 clusters Score -1.209722e+07 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -12111990.000000 Penalty: 4018.880615
	Iteration 5F: 3 clusters Score -1.211199e+07 nChanged 21681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 199277 members 
Entering Unmasked Estep 
Score: -12132402.000000 Penalty: 4018.880615
	Iteration 6F: 3 clusters Score -1.21324e+07 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 217491 members 
Entering Unmasked Estep 
Score: -12150926.000000 Penalty: 4018.880615
	Iteration 7F: 3 clusters Score -1.215093e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 228274 members 
Entering Unmasked Estep 
Score: -12161588.000000 Penalty: 4018.880615
	Iteration 8Q: 3 clusters Score -1.216159e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 232595 members 
Entering Unmasked Estep 
Score: -12165725.000000 Penalty: 4018.880615
	Iteration 9Q: 3 clusters Score -1.216572e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 233941 members 
Entering Unmasked Estep 
Score: -12166963.000000 Penalty: 4018.880615
	Iteration 10Q: 3 clusters Score -1.216696e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 234296 members 
Entering Unmasked Estep 
Score: -12167335.000000 Penalty: 4018.880615
	Iteration 11Q: 3 clusters Score -1.216734e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234388 members 
Entering Unmasked Estep 
Score: -12167469.000000 Penalty: 4018.880615
	Iteration 12Q: 3 clusters Score -1.216747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234414 members 
Entering Unmasked Estep 
Score: -12167489.000000 Penalty: 4018.880615
	Iteration 13Q: 3 clusters Score -1.216749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234431 members 
Entering Unmasked Estep 
Score: -12167535.000000 Penalty: 4018.880615
	Iteration 14Q: 3 clusters Score -1.216754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 234432 members 
Entering Unmasked Estep 
Score: -12167543.000000 Penalty: 4018.880615
	Iteration 15Q: 3 clusters Score -1.216754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -12167551.000000 Penalty: 4018.880615
	Iteration 16Q: 3 clusters Score -1.216755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234429 members 
Entering Unmasked Estep 
Score: -12167551.000000 Penalty: 4018.880615
	Iteration 17Q: 3 clusters Score -1.216755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -12167547.000000 Penalty: 4018.880615
	Iteration 18Q: 3 clusters Score -1.216755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -12167561.000000 Penalty: 4018.880615
	Iteration 19Q: 3 clusters Score -1.216756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234429 members 
Entering Unmasked Estep 
Score: -12167570.000000 Penalty: 4018.880615
	Iteration 20F: 3 clusters Score -1.216757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -12167563.000000 Penalty: 4018.880615
	Iteration 21Q: 3 clusters Score -1.216756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -12167563.000000 Penalty: 4018.880615
	Iteration 22F: 3 clusters Score -1.216756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -933266.500000 Penalty: 1588.516113
	Iteration 0F: 2 clusters Score -933266.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -921195.937500 Penalty: 3177.032227
	Iteration 0F: 3 clusters Score -921195.9 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -925520.500000 Penalty: 3177.032227
	Iteration 1F: 3 clusters Score -925520.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -925851.312500 Penalty: 3177.032227
	Iteration 2F: 3 clusters Score -925851.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -926156.187500 Penalty: 3177.032227
	Iteration 3Q: 3 clusters Score -926156.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -926464.562500 Penalty: 3177.032227
	Iteration 4Q: 3 clusters Score -926464.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -926793.375000 Penalty: 3177.032227
	Iteration 5Q: 3 clusters Score -926793.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -927201.312500 Penalty: 3177.032227
	Iteration 6Q: 3 clusters Score -927201.3 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -927712.500000 Penalty: 3177.032227
	Iteration 7Q: 3 clusters Score -927712.5 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -928289.812500 Penalty: 3177.032227
	Iteration 8Q: 3 clusters Score -928289.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -928870.312500 Penalty: 3177.032227
	Iteration 9Q: 3 clusters Score -928870.3 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -929403.312500 Penalty: 3177.032227
	Iteration 10Q: 3 clusters Score -929403.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -929867.625000 Penalty: 3177.032227
	Iteration 11Q: 3 clusters Score -929867.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -930214.875000 Penalty: 3177.032227
	Iteration 12Q: 3 clusters Score -930214.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -930482.250000 Penalty: 3177.032227
	Iteration 13Q: 3 clusters Score -930482.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -930684.000000 Penalty: 3177.032227
	Iteration 14Q: 3 clusters Score -930684 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -930832.812500 Penalty: 3177.032227
	Iteration 15Q: 3 clusters Score -930832.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -930951.875000 Penalty: 3177.032227
	Iteration 16Q: 3 clusters Score -930951.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -931054.375000 Penalty: 3177.032227
	Iteration 17Q: 3 clusters Score -931054.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -931144.312500 Penalty: 3177.032227
	Iteration 18Q: 3 clusters Score -931144.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -931234.437500 Penalty: 3177.032227
	Iteration 19Q: 3 clusters Score -931234.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -931312.187500 Penalty: 3177.032227
	Iteration 20F: 3 clusters Score -931312.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -931383.375000 Penalty: 3177.032227
	Iteration 21Q: 3 clusters Score -931383.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -931425.750000 Penalty: 3177.032227
	Iteration 22Q: 3 clusters Score -931425.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -931461.062500 Penalty: 3177.032227
	Iteration 23Q: 3 clusters Score -931461.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -931508.062500 Penalty: 3177.032227
	Iteration 24Q: 3 clusters Score -931508.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -931544.375000 Penalty: 3177.032227
	Iteration 25Q: 3 clusters Score -931544.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -931586.500000 Penalty: 3177.032227
	Iteration 26Q: 3 clusters Score -931586.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -931624.312500 Penalty: 3177.032227
	Iteration 27Q: 3 clusters Score -931624.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -931662.437500 Penalty: 3177.032227
	Iteration 28Q: 3 clusters Score -931662.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -931694.687500 Penalty: 3177.032227
	Iteration 29Q: 3 clusters Score -931694.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -931717.062500 Penalty: 3177.032227
	Iteration 30Q: 3 clusters Score -931717.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -931736.187500 Penalty: 3177.032227
	Iteration 31Q: 3 clusters Score -931736.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -931763.062500 Penalty: 3177.032227
	Iteration 32Q: 3 clusters Score -931763.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -931785.625000 Penalty: 3177.032227
	Iteration 33Q: 3 clusters Score -931785.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -931802.437500 Penalty: 3177.032227
	Iteration 34Q: 3 clusters Score -931802.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -931821.375000 Penalty: 3177.032227
	Iteration 35Q: 3 clusters Score -931821.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -931840.500000 Penalty: 3177.032227
	Iteration 36Q: 3 clusters Score -931840.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -931864.625000 Penalty: 3177.032227
	Iteration 37Q: 3 clusters Score -931864.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -931879.000000 Penalty: 3177.032227
	Iteration 38Q: 3 clusters Score -931879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -931891.375000 Penalty: 3177.032227
	Iteration 39Q: 3 clusters Score -931891.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -931898.562500 Penalty: 3177.032227
	Iteration 40F: 3 clusters Score -931898.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -931905.187500 Penalty: 3177.032227
	Iteration 41Q: 3 clusters Score -931905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -931910.250000 Penalty: 3177.032227
	Iteration 42Q: 3 clusters Score -931910.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -931913.937500 Penalty: 3177.032227
	Iteration 43Q: 3 clusters Score -931913.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -931921.500000 Penalty: 3177.032227
	Iteration 44Q: 3 clusters Score -931921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -931928.125000 Penalty: 3177.032227
	Iteration 45Q: 3 clusters Score -931928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -931930.125000 Penalty: 3177.032227
	Iteration 46Q: 3 clusters Score -931930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -931934.312500 Penalty: 3177.032227
	Iteration 47Q: 3 clusters Score -931934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -931933.125000 Penalty: 3177.032227
	Iteration 48Q: 3 clusters Score -931933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -931933.750000 Penalty: 3177.032227
	Iteration 49Q: 3 clusters Score -931933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -931937.562500 Penalty: 3177.032227
	Iteration 50Q: 3 clusters Score -931937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -931938.750000 Penalty: 3177.032227
	Iteration 51Q: 3 clusters Score -931938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -931942.125000 Penalty: 3177.032227
	Iteration 52Q: 3 clusters Score -931942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -931946.000000 Penalty: 3177.032227
	Iteration 53Q: 3 clusters Score -931946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -931949.375000 Penalty: 3177.032227
	Iteration 54Q: 3 clusters Score -931949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -931948.500000 Penalty: 3177.032227
	Iteration 55Q: 3 clusters Score -931948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -931948.500000 Penalty: 3177.032227
	Iteration 56F: 3 clusters Score -931948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Entering Unmasked Estep 
Score: -2300895.000000 Penalty: 1737.514893
	Iteration 0F: 2 clusters Score -2300895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2271445.000000 Penalty: 3475.029785
	Iteration 0F: 3 clusters Score -2271445 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2283207.750000 Penalty: 3475.029785
	Iteration 1F: 3 clusters Score -2283208 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2283750.000000 Penalty: 3475.029785
	Iteration 2Q: 3 clusters Score -2283750 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2284380.750000 Penalty: 3475.029785
	Iteration 3Q: 3 clusters Score -2284381 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2285207.250000 Penalty: 3475.029785
	Iteration 4Q: 3 clusters Score -2285207 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2286415.250000 Penalty: 3475.029785
	Iteration 5F: 3 clusters Score -2286415 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2288216.500000 Penalty: 3475.029785
	Iteration 6F: 3 clusters Score -2288216 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2290719.250000 Penalty: 3475.029785
	Iteration 7F: 3 clusters Score -2290719 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2293500.750000 Penalty: 3475.029785
	Iteration 8F: 3 clusters Score -2293501 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2295677.750000 Penalty: 3475.029785
	Iteration 9F: 3 clusters Score -2295678 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2297052.750000 Penalty: 3475.029785
	Iteration 10Q: 3 clusters Score -2297053 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2297899.250000 Penalty: 3475.029785
	Iteration 11Q: 3 clusters Score -2297899 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2298414.750000 Penalty: 3475.029785
	Iteration 12Q: 3 clusters Score -2298415 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2298759.000000 Penalty: 3475.029785
	Iteration 13Q: 3 clusters Score -2298759 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2298958.000000 Penalty: 3475.029785
	Iteration 14Q: 3 clusters Score -2298958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2299095.500000 Penalty: 3475.029785
	Iteration 15Q: 3 clusters Score -2299096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2299176.500000 Penalty: 3475.029785
	Iteration 16Q: 3 clusters Score -2299176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2299223.750000 Penalty: 3475.029785
	Iteration 17Q: 3 clusters Score -2299224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2299266.000000 Penalty: 3475.029785
	Iteration 18Q: 3 clusters Score -2299266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2299291.250000 Penalty: 3475.029785
	Iteration 19Q: 3 clusters Score -2299291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2299311.500000 Penalty: 3475.029785
	Iteration 20F: 3 clusters Score -2299312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2299335.250000 Penalty: 3475.029785
	Iteration 21Q: 3 clusters Score -2299335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2299341.500000 Penalty: 3475.029785
	Iteration 22Q: 3 clusters Score -2299342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2299348.000000 Penalty: 3475.029785
	Iteration 23Q: 3 clusters Score -2299348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2299350.750000 Penalty: 3475.029785
	Iteration 24Q: 3 clusters Score -2299351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2299360.000000 Penalty: 3475.029785
	Iteration 25Q: 3 clusters Score -2299360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2299366.750000 Penalty: 3475.029785
	Iteration 26Q: 3 clusters Score -2299367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2299366.000000 Penalty: 3475.029785
	Iteration 27Q: 3 clusters Score -2299366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2299368.250000 Penalty: 3475.029785
	Iteration 28Q: 3 clusters Score -2299368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2299368.750000 Penalty: 3475.029785
	Iteration 29Q: 3 clusters Score -2299369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2299369.750000 Penalty: 3475.029785
	Iteration 30Q: 3 clusters Score -2299370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2299374.000000 Penalty: 3475.029785
	Iteration 31Q: 3 clusters Score -2299374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2299379.000000 Penalty: 3475.029785
	Iteration 32Q: 3 clusters Score -2299379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2299380.750000 Penalty: 3475.029785
	Iteration 33Q: 3 clusters Score -2299381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2299385.500000 Penalty: 3475.029785
	Iteration 34Q: 3 clusters Score -2299386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2299388.250000 Penalty: 3475.029785
	Iteration 35Q: 3 clusters Score -2299388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2299390.500000 Penalty: 3475.029785
	Iteration 36Q: 3 clusters Score -2299390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2299391.000000 Penalty: 3475.029785
	Iteration 37Q: 3 clusters Score -2299391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2299392.250000 Penalty: 3475.029785
	Iteration 38Q: 3 clusters Score -2299392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2299392.250000 Penalty: 3475.029785
	Iteration 39F: 3 clusters Score -2299392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Entering Unmasked Estep 
Score: -191801.218750 Penalty: 1343.918823
	Iteration 0F: 2 clusters Score -191801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -188535.796875 Penalty: 2687.837646
	Iteration 0F: 3 clusters Score -188535.8 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -189497.046875 Penalty: 2687.837646
	Iteration 1F: 3 clusters Score -189497 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -189700.281250 Penalty: 2687.837646
	Iteration 2F: 3 clusters Score -189700.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -189842.250000 Penalty: 2687.837646
	Iteration 3F: 3 clusters Score -189842.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -189958.203125 Penalty: 2687.837646
	Iteration 4F: 3 clusters Score -189958.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -190062.687500 Penalty: 2687.837646
	Iteration 5Q: 3 clusters Score -190062.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -190152.468750 Penalty: 2687.837646
	Iteration 6Q: 3 clusters Score -190152.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -190229.156250 Penalty: 2687.837646
	Iteration 7Q: 3 clusters Score -190229.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -190301.468750 Penalty: 2687.837646
	Iteration 8Q: 3 clusters Score -190301.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -190368.625000 Penalty: 2687.837646
	Iteration 9Q: 3 clusters Score -190368.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -190409.343750 Penalty: 2687.837646
	Iteration 10Q: 3 clusters Score -190409.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -190445.109375 Penalty: 2687.837646
	Iteration 11Q: 3 clusters Score -190445.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -190475.843750 Penalty: 2687.837646
	Iteration 12Q: 3 clusters Score -190475.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -190509.062500 Penalty: 2687.837646
	Iteration 13Q: 3 clusters Score -190509.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -190532.984375 Penalty: 2687.837646
	Iteration 14Q: 3 clusters Score -190533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -190552.765625 Penalty: 2687.837646
	Iteration 15Q: 3 clusters Score -190552.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -190573.078125 Penalty: 2687.837646
	Iteration 16Q: 3 clusters Score -190573.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -190594.687500 Penalty: 2687.837646
	Iteration 17Q: 3 clusters Score -190594.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -190610.687500 Penalty: 2687.837646
	Iteration 18Q: 3 clusters Score -190610.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190624.500000 Penalty: 2687.837646
	Iteration 19Q: 3 clusters Score -190624.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190637.640625 Penalty: 2687.837646
	Iteration 20F: 3 clusters Score -190637.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -190656.406250 Penalty: 2687.837646
	Iteration 21Q: 3 clusters Score -190656.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190669.078125 Penalty: 2687.837646
	Iteration 22Q: 3 clusters Score -190669.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -190678.140625 Penalty: 2687.837646
	Iteration 23Q: 3 clusters Score -190678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -190685.125000 Penalty: 2687.837646
	Iteration 24Q: 3 clusters Score -190685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -190690.421875 Penalty: 2687.837646
	Iteration 25Q: 3 clusters Score -190690.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190694.843750 Penalty: 2687.837646
	Iteration 26Q: 3 clusters Score -190694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -190699.625000 Penalty: 2687.837646
	Iteration 27Q: 3 clusters Score -190699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -190702.359375 Penalty: 2687.837646
	Iteration 28Q: 3 clusters Score -190702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190704.687500 Penalty: 2687.837646
	Iteration 29Q: 3 clusters Score -190704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190707.656250 Penalty: 2687.837646
	Iteration 30Q: 3 clusters Score -190707.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -190709.625000 Penalty: 2687.837646
	Iteration 31Q: 3 clusters Score -190709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -190710.875000 Penalty: 2687.837646
	Iteration 32Q: 3 clusters Score -190710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -190712.406250 Penalty: 2687.837646
	Iteration 33Q: 3 clusters Score -190712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -190713.203125 Penalty: 2687.837646
	Iteration 34Q: 3 clusters Score -190713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -190714.062500 Penalty: 2687.837646
	Iteration 35Q: 3 clusters Score -190714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -190714.062500 Penalty: 2687.837646
	Iteration 36F: 3 clusters Score -190714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Entering Unmasked Estep 
Score: -3488645.500000 Penalty: 1805.143433
	Iteration 0F: 2 clusters Score -3488646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3443875.250000 Penalty: 3610.286865
	Iteration 0F: 3 clusters Score -3443875 nChanged 31587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3462010.000000 Penalty: 3610.286865
	Iteration 1F: 3 clusters Score -3462010 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -3462687.000000 Penalty: 3610.286865
	Iteration 2Q: 3 clusters Score -3462687 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -3463657.250000 Penalty: 3610.286865
	Iteration 3Q: 3 clusters Score -3463657 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -3465263.750000 Penalty: 3610.286865
	Iteration 4Q: 3 clusters Score -3465264 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -3467902.750000 Penalty: 3610.286865
	Iteration 5F: 3 clusters Score -3467903 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -3472022.250000 Penalty: 3610.286865
	Iteration 6F: 3 clusters Score -3472022 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -3477033.000000 Penalty: 3610.286865
	Iteration 7F: 3 clusters Score -3477033 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -3481361.000000 Penalty: 3610.286865
	Iteration 8F: 3 clusters Score -3481361 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -3484202.000000 Penalty: 3610.286865
	Iteration 9Q: 3 clusters Score -3484202 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -3485711.500000 Penalty: 3610.286865
	Iteration 10Q: 3 clusters Score -3485712 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -3486433.250000 Penalty: 3610.286865
	Iteration 11Q: 3 clusters Score -3486433 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -3486742.500000 Penalty: 3610.286865
	Iteration 12Q: 3 clusters Score -3486742 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -3486917.250000 Penalty: 3610.286865
	Iteration 13Q: 3 clusters Score -3486917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -3487023.750000 Penalty: 3610.286865
	Iteration 14Q: 3 clusters Score -3487024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -3487071.250000 Penalty: 3610.286865
	Iteration 15Q: 3 clusters Score -3487071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -3487096.750000 Penalty: 3610.286865
	Iteration 16Q: 3 clusters Score -3487097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -3487114.750000 Penalty: 3610.286865
	Iteration 17Q: 3 clusters Score -3487115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -3487129.500000 Penalty: 3610.286865
	Iteration 18Q: 3 clusters Score -3487130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -3487149.500000 Penalty: 3610.286865
	Iteration 19Q: 3 clusters Score -3487150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -3487160.500000 Penalty: 3610.286865
	Iteration 20F: 3 clusters Score -3487160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -3487169.750000 Penalty: 3610.286865
	Iteration 21Q: 3 clusters Score -3487170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -3487184.000000 Penalty: 3610.286865
	Iteration 22Q: 3 clusters Score -3487184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -3487194.250000 Penalty: 3610.286865
	Iteration 23Q: 3 clusters Score -3487194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -3487194.500000 Penalty: 3610.286865
	Iteration 24Q: 3 clusters Score -3487194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -3487194.500000 Penalty: 3610.286865
	Iteration 25F: 3 clusters Score -3487194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -755832.000000 Penalty: 1553.478882
	Iteration 0F: 2 clusters Score -755832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -745979.625000 Penalty: 3106.957764
	Iteration 0F: 3 clusters Score -745979.6 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -749225.250000 Penalty: 3106.957764
	Iteration 1F: 3 clusters Score -749225.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -749487.375000 Penalty: 3106.957764
	Iteration 2F: 3 clusters Score -749487.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -749726.875000 Penalty: 3106.957764
	Iteration 3Q: 3 clusters Score -749726.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -749924.062500 Penalty: 3106.957764
	Iteration 4Q: 3 clusters Score -749924.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -750154.250000 Penalty: 3106.957764
	Iteration 5Q: 3 clusters Score -750154.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -750452.500000 Penalty: 3106.957764
	Iteration 6Q: 3 clusters Score -750452.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -750804.250000 Penalty: 3106.957764
	Iteration 7Q: 3 clusters Score -750804.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -751257.312500 Penalty: 3106.957764
	Iteration 8Q: 3 clusters Score -751257.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -751873.812500 Penalty: 3106.957764
	Iteration 9F: 3 clusters Score -751873.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -752577.437500 Penalty: 3106.957764
	Iteration 10F: 3 clusters Score -752577.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -753293.125000 Penalty: 3106.957764
	Iteration 11F: 3 clusters Score -753293.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -753822.187500 Penalty: 3106.957764
	Iteration 12Q: 3 clusters Score -753822.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -754094.125000 Penalty: 3106.957764
	Iteration 13Q: 3 clusters Score -754094.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -754230.687500 Penalty: 3106.957764
	Iteration 14Q: 3 clusters Score -754230.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -754302.687500 Penalty: 3106.957764
	Iteration 15Q: 3 clusters Score -754302.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -754361.875000 Penalty: 3106.957764
	Iteration 16Q: 3 clusters Score -754361.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -754404.625000 Penalty: 3106.957764
	Iteration 17Q: 3 clusters Score -754404.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -754447.750000 Penalty: 3106.957764
	Iteration 18Q: 3 clusters Score -754447.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -754479.500000 Penalty: 3106.957764
	Iteration 19Q: 3 clusters Score -754479.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -754500.812500 Penalty: 3106.957764
	Iteration 20F: 3 clusters Score -754500.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -754519.187500 Penalty: 3106.957764
	Iteration 21Q: 3 clusters Score -754519.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -754529.375000 Penalty: 3106.957764
	Iteration 22Q: 3 clusters Score -754529.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -754540.312500 Penalty: 3106.957764
	Iteration 23Q: 3 clusters Score -754540.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -754549.000000 Penalty: 3106.957764
	Iteration 24Q: 3 clusters Score -754549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -754552.625000 Penalty: 3106.957764
	Iteration 25Q: 3 clusters Score -754552.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -754557.312500 Penalty: 3106.957764
	Iteration 26Q: 3 clusters Score -754557.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -754564.750000 Penalty: 3106.957764
	Iteration 27Q: 3 clusters Score -754564.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -754570.437500 Penalty: 3106.957764
	Iteration 28Q: 3 clusters Score -754570.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -754583.500000 Penalty: 3106.957764
	Iteration 29Q: 3 clusters Score -754583.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -754591.000000 Penalty: 3106.957764
	Iteration 30Q: 3 clusters Score -754591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -754594.250000 Penalty: 3106.957764
	Iteration 31Q: 3 clusters Score -754594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -754599.187500 Penalty: 3106.957764
	Iteration 32Q: 3 clusters Score -754599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -754603.312500 Penalty: 3106.957764
	Iteration 33Q: 3 clusters Score -754603.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -754606.187500 Penalty: 3106.957764
	Iteration 34Q: 3 clusters Score -754606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -754610.625000 Penalty: 3106.957764
	Iteration 35Q: 3 clusters Score -754610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -754612.312500 Penalty: 3106.957764
	Iteration 36Q: 3 clusters Score -754612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -754612.937500 Penalty: 3106.957764
	Iteration 37Q: 3 clusters Score -754612.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -754615.187500 Penalty: 3106.957764
	Iteration 38Q: 3 clusters Score -754615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -754617.062500 Penalty: 3106.957764
	Iteration 39Q: 3 clusters Score -754617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -754617.125000 Penalty: 3106.957764
	Iteration 40F: 3 clusters Score -754617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -754618.000000 Penalty: 3106.957764
	Iteration 41Q: 3 clusters Score -754618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -754619.312500 Penalty: 3106.957764
	Iteration 42Q: 3 clusters Score -754619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -754618.937500 Penalty: 3106.957764
	Iteration 43Q: 3 clusters Score -754618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -754619.250000 Penalty: 3106.957764
	Iteration 44Q: 3 clusters Score -754619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -754619.250000 Penalty: 3106.957764
	Iteration 45F: 3 clusters Score -754619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -249968.421875 Penalty: 1397.719482
	Iteration 0F: 2 clusters Score -249968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -245688.015625 Penalty: 2795.438965
	Iteration 0F: 3 clusters Score -245688 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -246851.890625 Penalty: 2795.438965
	Iteration 1F: 3 clusters Score -246851.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -247033.140625 Penalty: 2795.438965
	Iteration 2F: 3 clusters Score -247033.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -247152.718750 Penalty: 2795.438965
	Iteration 3F: 3 clusters Score -247152.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -247251.937500 Penalty: 2795.438965
	Iteration 4Q: 3 clusters Score -247251.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -247308.578125 Penalty: 2795.438965
	Iteration 5Q: 3 clusters Score -247308.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -247366.828125 Penalty: 2795.438965
	Iteration 6Q: 3 clusters Score -247366.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -247430.750000 Penalty: 2795.438965
	Iteration 7Q: 3 clusters Score -247430.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -247505.593750 Penalty: 2795.438965
	Iteration 8Q: 3 clusters Score -247505.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -247576.984375 Penalty: 2795.438965
	Iteration 9Q: 3 clusters Score -247577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -247646.812500 Penalty: 2795.438965
	Iteration 10Q: 3 clusters Score -247646.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -247707.453125 Penalty: 2795.438965
	Iteration 11Q: 3 clusters Score -247707.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -247769.281250 Penalty: 2795.438965
	Iteration 12Q: 3 clusters Score -247769.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -247828.015625 Penalty: 2795.438965
	Iteration 13Q: 3 clusters Score -247828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -247880.437500 Penalty: 2795.438965
	Iteration 14Q: 3 clusters Score -247880.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -247934.250000 Penalty: 2795.438965
	Iteration 15Q: 3 clusters Score -247934.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -247998.796875 Penalty: 2795.438965
	Iteration 16Q: 3 clusters Score -247998.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -248063.515625 Penalty: 2795.438965
	Iteration 17Q: 3 clusters Score -248063.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -248119.359375 Penalty: 2795.438965
	Iteration 18Q: 3 clusters Score -248119.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -248178.390625 Penalty: 2795.438965
	Iteration 19Q: 3 clusters Score -248178.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -248229.250000 Penalty: 2795.438965
	Iteration 20F: 3 clusters Score -248229.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -248280.453125 Penalty: 2795.438965
	Iteration 21Q: 3 clusters Score -248280.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -248327.609375 Penalty: 2795.438965
	Iteration 22Q: 3 clusters Score -248327.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -248376.156250 Penalty: 2795.438965
	Iteration 23Q: 3 clusters Score -248376.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -248422.390625 Penalty: 2795.438965
	Iteration 24Q: 3 clusters Score -248422.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -248462.265625 Penalty: 2795.438965
	Iteration 25Q: 3 clusters Score -248462.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -248504.171875 Penalty: 2795.438965
	Iteration 26Q: 3 clusters Score -248504.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -248538.265625 Penalty: 2795.438965
	Iteration 27Q: 3 clusters Score -248538.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -248573.828125 Penalty: 2795.438965
	Iteration 28Q: 3 clusters Score -248573.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -248600.515625 Penalty: 2795.438965
	Iteration 29Q: 3 clusters Score -248600.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -248621.125000 Penalty: 2795.438965
	Iteration 30Q: 3 clusters Score -248621.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -248637.875000 Penalty: 2795.438965
	Iteration 31Q: 3 clusters Score -248637.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -248650.859375 Penalty: 2795.438965
	Iteration 32Q: 3 clusters Score -248650.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -248659.234375 Penalty: 2795.438965
	Iteration 33Q: 3 clusters Score -248659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248665.843750 Penalty: 2795.438965
	Iteration 34Q: 3 clusters Score -248665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -248672.203125 Penalty: 2795.438965
	Iteration 35Q: 3 clusters Score -248672.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -248681.234375 Penalty: 2795.438965
	Iteration 36Q: 3 clusters Score -248681.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -248687.718750 Penalty: 2795.438965
	Iteration 37Q: 3 clusters Score -248687.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -248696.203125 Penalty: 2795.438965
	Iteration 38Q: 3 clusters Score -248696.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -248703.734375 Penalty: 2795.438965
	Iteration 39Q: 3 clusters Score -248703.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -248707.156250 Penalty: 2795.438965
	Iteration 40F: 3 clusters Score -248707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -248709.953125 Penalty: 2795.438965
	Iteration 41Q: 3 clusters Score -248710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -248710.687500 Penalty: 2795.438965
	Iteration 42Q: 3 clusters Score -248710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -248711.578125 Penalty: 2795.438965
	Iteration 43Q: 3 clusters Score -248711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -248712.703125 Penalty: 2795.438965
	Iteration 44Q: 3 clusters Score -248712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -248714.015625 Penalty: 2795.438965
	Iteration 45Q: 3 clusters Score -248714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -248716.468750 Penalty: 2795.438965
	Iteration 46Q: 3 clusters Score -248716.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248718.828125 Penalty: 2795.438965
	Iteration 47Q: 3 clusters Score -248718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -248719.687500 Penalty: 2795.438965
	Iteration 48Q: 3 clusters Score -248719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -248720.640625 Penalty: 2795.438965
	Iteration 49Q: 3 clusters Score -248720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -248721.171875 Penalty: 2795.438965
	Iteration 50Q: 3 clusters Score -248721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -248722.578125 Penalty: 2795.438965
	Iteration 51Q: 3 clusters Score -248722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -248723.093750 Penalty: 2795.438965
	Iteration 52Q: 3 clusters Score -248723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -248723.500000 Penalty: 2795.438965
	Iteration 53Q: 3 clusters Score -248723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -248723.640625 Penalty: 2795.438965
	Iteration 54Q: 3 clusters Score -248723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -248723.640625 Penalty: 2795.438965
	Iteration 55F: 3 clusters Score -248723.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Entering Unmasked Estep 
Score: -2880724.750000 Penalty: 1775.631470
	Iteration 0F: 2 clusters Score -2880725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -2843383.500000 Penalty: 3551.262939
	Iteration 0F: 3 clusters Score -2843384 nChanged 26242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -2858538.250000 Penalty: 3551.262939
	Iteration 1F: 3 clusters Score -2858538 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -2859481.000000 Penalty: 3551.262939
	Iteration 2Q: 3 clusters Score -2859481 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -2860860.750000 Penalty: 3551.262939
	Iteration 3F: 3 clusters Score -2860861 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -2862967.250000 Penalty: 3551.262939
	Iteration 4F: 3 clusters Score -2862967 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -2865911.000000 Penalty: 3551.262939
	Iteration 5F: 3 clusters Score -2865911 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -2869269.750000 Penalty: 3551.262939
	Iteration 6F: 3 clusters Score -2869270 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -2872509.750000 Penalty: 3551.262939
	Iteration 7F: 3 clusters Score -2872510 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -2874996.000000 Penalty: 3551.262939
	Iteration 8F: 3 clusters Score -2874996 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -2876703.250000 Penalty: 3551.262939
	Iteration 9Q: 3 clusters Score -2876703 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -2877738.750000 Penalty: 3551.262939
	Iteration 10Q: 3 clusters Score -2877739 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -2878396.750000 Penalty: 3551.262939
	Iteration 11Q: 3 clusters Score -2878397 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -2878760.750000 Penalty: 3551.262939
	Iteration 12Q: 3 clusters Score -2878761 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -2878948.750000 Penalty: 3551.262939
	Iteration 13Q: 3 clusters Score -2878949 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -2879066.000000 Penalty: 3551.262939
	Iteration 14Q: 3 clusters Score -2879066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -2879128.000000 Penalty: 3551.262939
	Iteration 15Q: 3 clusters Score -2879128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -2879161.750000 Penalty: 3551.262939
	Iteration 16Q: 3 clusters Score -2879162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -2879175.500000 Penalty: 3551.262939
	Iteration 17Q: 3 clusters Score -2879176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -2879190.250000 Penalty: 3551.262939
	Iteration 18Q: 3 clusters Score -2879190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -2879198.000000 Penalty: 3551.262939
	Iteration 19Q: 3 clusters Score -2879198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -2879202.250000 Penalty: 3551.262939
	Iteration 20F: 3 clusters Score -2879202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -2879208.750000 Penalty: 3551.262939
	Iteration 21Q: 3 clusters Score -2879209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -2879215.750000 Penalty: 3551.262939
	Iteration 22Q: 3 clusters Score -2879216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -2879222.750000 Penalty: 3551.262939
	Iteration 23Q: 3 clusters Score -2879223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -2879236.750000 Penalty: 3551.262939
	Iteration 24Q: 3 clusters Score -2879237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -2879246.000000 Penalty: 3551.262939
	Iteration 25Q: 3 clusters Score -2879246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -2879250.000000 Penalty: 3551.262939
	Iteration 26Q: 3 clusters Score -2879250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -2879263.750000 Penalty: 3551.262939
	Iteration 27Q: 3 clusters Score -2879264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -2879264.500000 Penalty: 3551.262939
	Iteration 28Q: 3 clusters Score -2879264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -2879273.500000 Penalty: 3551.262939
	Iteration 29Q: 3 clusters Score -2879274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -2879274.750000 Penalty: 3551.262939
	Iteration 30Q: 3 clusters Score -2879275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -2879276.500000 Penalty: 3551.262939
	Iteration 31Q: 3 clusters Score -2879276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -2879282.750000 Penalty: 3551.262939
	Iteration 32Q: 3 clusters Score -2879283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -2879281.000000 Penalty: 3551.262939
	Iteration 33Q: 3 clusters Score -2879281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -2879284.000000 Penalty: 3551.262939
	Iteration 34Q: 3 clusters Score -2879284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -2879282.500000 Penalty: 3551.262939
	Iteration 35Q: 3 clusters Score -2879282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -2879282.500000 Penalty: 3551.262939
	Iteration 36F: 3 clusters Score -2879282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Entering Unmasked Estep 
Score: -1069059.250000 Penalty: 1610.732300
	Iteration 0F: 2 clusters Score -1069059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1055281.000000 Penalty: 3221.464600
	Iteration 0F: 3 clusters Score -1055281 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1060293.875000 Penalty: 3221.464600
	Iteration 1F: 3 clusters Score -1060294 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1060721.875000 Penalty: 3221.464600
	Iteration 2F: 3 clusters Score -1060722 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1061202.000000 Penalty: 3221.464600
	Iteration 3F: 3 clusters Score -1061202 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1061768.500000 Penalty: 3221.464600
	Iteration 4F: 3 clusters Score -1061768 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1062464.875000 Penalty: 3221.464600
	Iteration 5F: 3 clusters Score -1062465 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1063340.500000 Penalty: 3221.464600
	Iteration 6F: 3 clusters Score -1063340 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1064461.750000 Penalty: 3221.464600
	Iteration 7F: 3 clusters Score -1064462 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1065462.250000 Penalty: 3221.464600
	Iteration 8F: 3 clusters Score -1065462 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1066169.625000 Penalty: 3221.464600
	Iteration 9Q: 3 clusters Score -1066170 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1066597.125000 Penalty: 3221.464600
	Iteration 10Q: 3 clusters Score -1066597 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1066821.750000 Penalty: 3221.464600
	Iteration 11Q: 3 clusters Score -1066822 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1066972.000000 Penalty: 3221.464600
	Iteration 12Q: 3 clusters Score -1066972 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1067104.375000 Penalty: 3221.464600
	Iteration 13Q: 3 clusters Score -1067104 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1067214.625000 Penalty: 3221.464600
	Iteration 14Q: 3 clusters Score -1067215 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1067300.875000 Penalty: 3221.464600
	Iteration 15Q: 3 clusters Score -1067301 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1067360.750000 Penalty: 3221.464600
	Iteration 16Q: 3 clusters Score -1067361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1067411.500000 Penalty: 3221.464600
	Iteration 17Q: 3 clusters Score -1067412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1067440.250000 Penalty: 3221.464600
	Iteration 18Q: 3 clusters Score -1067440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1067459.000000 Penalty: 3221.464600
	Iteration 19Q: 3 clusters Score -1067459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1067474.750000 Penalty: 3221.464600
	Iteration 20F: 3 clusters Score -1067475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1067485.000000 Penalty: 3221.464600
	Iteration 21Q: 3 clusters Score -1067485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1067499.125000 Penalty: 3221.464600
	Iteration 22Q: 3 clusters Score -1067499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1067510.250000 Penalty: 3221.464600
	Iteration 23Q: 3 clusters Score -1067510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1067527.000000 Penalty: 3221.464600
	Iteration 24Q: 3 clusters Score -1067527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1067549.000000 Penalty: 3221.464600
	Iteration 25Q: 3 clusters Score -1067549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1067574.000000 Penalty: 3221.464600
	Iteration 26Q: 3 clusters Score -1067574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1067592.250000 Penalty: 3221.464600
	Iteration 27Q: 3 clusters Score -1067592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1067606.250000 Penalty: 3221.464600
	Iteration 28Q: 3 clusters Score -1067606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1067622.875000 Penalty: 3221.464600
	Iteration 29Q: 3 clusters Score -1067623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1067640.000000 Penalty: 3221.464600
	Iteration 30Q: 3 clusters Score -1067640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1067656.250000 Penalty: 3221.464600
	Iteration 31Q: 3 clusters Score -1067656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1067673.875000 Penalty: 3221.464600
	Iteration 32Q: 3 clusters Score -1067674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1067685.125000 Penalty: 3221.464600
	Iteration 33Q: 3 clusters Score -1067685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1067693.875000 Penalty: 3221.464600
	Iteration 34Q: 3 clusters Score -1067694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1067697.875000 Penalty: 3221.464600
	Iteration 35Q: 3 clusters Score -1067698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1067704.250000 Penalty: 3221.464600
	Iteration 36Q: 3 clusters Score -1067704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1067705.375000 Penalty: 3221.464600
	Iteration 37Q: 3 clusters Score -1067705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1067708.375000 Penalty: 3221.464600
	Iteration 38Q: 3 clusters Score -1067708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1067713.375000 Penalty: 3221.464600
	Iteration 39Q: 3 clusters Score -1067713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1067712.000000 Penalty: 3221.464600
	Iteration 40F: 3 clusters Score -1067712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1067718.250000 Penalty: 3221.464600
	Iteration 41Q: 3 clusters Score -1067718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1067719.375000 Penalty: 3221.464600
	Iteration 42Q: 3 clusters Score -1067719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1067719.875000 Penalty: 3221.464600
	Iteration 43Q: 3 clusters Score -1067720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -1067723.125000 Penalty: 3221.464600
	Iteration 44Q: 3 clusters Score -1067723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1067727.250000 Penalty: 3221.464600
	Iteration 45Q: 3 clusters Score -1067727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1067733.750000 Penalty: 3221.464600
	Iteration 46Q: 3 clusters Score -1067734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1067738.750000 Penalty: 3221.464600
	Iteration 47Q: 3 clusters Score -1067739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1067743.125000 Penalty: 3221.464600
	Iteration 48Q: 3 clusters Score -1067743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1067744.125000 Penalty: 3221.464600
	Iteration 49Q: 3 clusters Score -1067744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1067745.875000 Penalty: 3221.464600
	Iteration 50Q: 3 clusters Score -1067746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1067748.000000 Penalty: 3221.464600
	Iteration 51Q: 3 clusters Score -1067748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -1067750.750000 Penalty: 3221.464600
	Iteration 52Q: 3 clusters Score -1067751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1067752.125000 Penalty: 3221.464600
	Iteration 53Q: 3 clusters Score -1067752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1067751.875000 Penalty: 3221.464600
	Iteration 54Q: 3 clusters Score -1067752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1067752.250000 Penalty: 3221.464600
	Iteration 55Q: 3 clusters Score -1067752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1067753.000000 Penalty: 3221.464600
	Iteration 56Q: 3 clusters Score -1067753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1067753.500000 Penalty: 3221.464600
	Iteration 57Q: 3 clusters Score -1067754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1067754.125000 Penalty: 3221.464600
	Iteration 58Q: 3 clusters Score -1067754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1067755.375000 Penalty: 3221.464600
	Iteration 59Q: 3 clusters Score -1067755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1067754.625000 Penalty: 3221.464600
	Iteration 60F: 3 clusters Score -1067755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1067754.625000 Penalty: 3221.464600
	Iteration 61Q: 3 clusters Score -1067755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1067756.375000 Penalty: 3221.464600
	Iteration 62Q: 3 clusters Score -1067756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1067759.750000 Penalty: 3221.464600
	Iteration 63Q: 3 clusters Score -1067760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1067759.750000 Penalty: 3221.464600
	Iteration 64Q: 3 clusters Score -1067760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1067758.875000 Penalty: 3221.464600
	Iteration 65Q: 3 clusters Score -1067759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1067758.875000 Penalty: 3221.464600
	Iteration 66F: 3 clusters Score -1067759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -431007.468750 Penalty: 1463.058838
	Iteration 0F: 2 clusters Score -431007.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -425001.187500 Penalty: 2926.117676
	Iteration 0F: 3 clusters Score -425001.2 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -426779.875000 Penalty: 2926.117676
	Iteration 1F: 3 clusters Score -426779.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -427016.218750 Penalty: 2926.117676
	Iteration 2F: 3 clusters Score -427016.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -427173.250000 Penalty: 2926.117676
	Iteration 3F: 3 clusters Score -427173.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -427283.750000 Penalty: 2926.117676
	Iteration 4Q: 3 clusters Score -427283.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -427360.218750 Penalty: 2926.117676
	Iteration 5Q: 3 clusters Score -427360.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -427417.187500 Penalty: 2926.117676
	Iteration 6Q: 3 clusters Score -427417.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -427463.843750 Penalty: 2926.117676
	Iteration 7Q: 3 clusters Score -427463.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -427511.875000 Penalty: 2926.117676
	Iteration 8Q: 3 clusters Score -427511.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -427561.906250 Penalty: 2926.117676
	Iteration 9Q: 3 clusters Score -427561.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -427616.343750 Penalty: 2926.117676
	Iteration 10Q: 3 clusters Score -427616.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -427677.656250 Penalty: 2926.117676
	Iteration 11Q: 3 clusters Score -427677.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -427743.125000 Penalty: 2926.117676
	Iteration 12Q: 3 clusters Score -427743.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -427818.625000 Penalty: 2926.117676
	Iteration 13Q: 3 clusters Score -427818.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -427892.562500 Penalty: 2926.117676
	Iteration 14Q: 3 clusters Score -427892.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -427977.312500 Penalty: 2926.117676
	Iteration 15Q: 3 clusters Score -427977.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -428075.593750 Penalty: 2926.117676
	Iteration 16Q: 3 clusters Score -428075.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -428187.750000 Penalty: 2926.117676
	Iteration 17Q: 3 clusters Score -428187.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -428323.937500 Penalty: 2926.117676
	Iteration 18Q: 3 clusters Score -428323.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -428457.031250 Penalty: 2926.117676
	Iteration 19Q: 3 clusters Score -428457 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -428566.750000 Penalty: 2926.117676
	Iteration 20F: 3 clusters Score -428566.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -428643.750000 Penalty: 2926.117676
	Iteration 21Q: 3 clusters Score -428643.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -428728.593750 Penalty: 2926.117676
	Iteration 22Q: 3 clusters Score -428728.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -428808.125000 Penalty: 2926.117676
	Iteration 23Q: 3 clusters Score -428808.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -428865.593750 Penalty: 2926.117676
	Iteration 24Q: 3 clusters Score -428865.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -428916.500000 Penalty: 2926.117676
	Iteration 25Q: 3 clusters Score -428916.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -428958.437500 Penalty: 2926.117676
	Iteration 26Q: 3 clusters Score -428958.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -428984.437500 Penalty: 2926.117676
	Iteration 27Q: 3 clusters Score -428984.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -429010.531250 Penalty: 2926.117676
	Iteration 28Q: 3 clusters Score -429010.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -429029.375000 Penalty: 2926.117676
	Iteration 29Q: 3 clusters Score -429029.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -429040.500000 Penalty: 2926.117676
	Iteration 30Q: 3 clusters Score -429040.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -429057.031250 Penalty: 2926.117676
	Iteration 31Q: 3 clusters Score -429057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -429073.875000 Penalty: 2926.117676
	Iteration 32Q: 3 clusters Score -429073.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -429091.375000 Penalty: 2926.117676
	Iteration 33Q: 3 clusters Score -429091.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -429106.875000 Penalty: 2926.117676
	Iteration 34Q: 3 clusters Score -429106.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -429122.937500 Penalty: 2926.117676
	Iteration 35Q: 3 clusters Score -429122.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -429136.718750 Penalty: 2926.117676
	Iteration 36Q: 3 clusters Score -429136.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -429148.656250 Penalty: 2926.117676
	Iteration 37Q: 3 clusters Score -429148.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -429159.781250 Penalty: 2926.117676
	Iteration 38Q: 3 clusters Score -429159.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -429167.093750 Penalty: 2926.117676
	Iteration 39Q: 3 clusters Score -429167.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -429174.937500 Penalty: 2926.117676
	Iteration 40F: 3 clusters Score -429174.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -429182.156250 Penalty: 2926.117676
	Iteration 41Q: 3 clusters Score -429182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -429189.218750 Penalty: 2926.117676
	Iteration 42Q: 3 clusters Score -429189.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -429194.906250 Penalty: 2926.117676
	Iteration 43Q: 3 clusters Score -429194.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -429202.000000 Penalty: 2926.117676
	Iteration 44Q: 3 clusters Score -429202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -429209.156250 Penalty: 2926.117676
	Iteration 45Q: 3 clusters Score -429209.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -429220.968750 Penalty: 2926.117676
	Iteration 46Q: 3 clusters Score -429221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -429232.437500 Penalty: 2926.117676
	Iteration 47Q: 3 clusters Score -429232.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -429244.593750 Penalty: 2926.117676
	Iteration 48Q: 3 clusters Score -429244.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -429256.218750 Penalty: 2926.117676
	Iteration 49Q: 3 clusters Score -429256.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -429266.593750 Penalty: 2926.117676
	Iteration 50Q: 3 clusters Score -429266.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -429276.375000 Penalty: 2926.117676
	Iteration 51Q: 3 clusters Score -429276.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -429284.937500 Penalty: 2926.117676
	Iteration 52Q: 3 clusters Score -429284.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429295.625000 Penalty: 2926.117676
	Iteration 53Q: 3 clusters Score -429295.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -429303.343750 Penalty: 2926.117676
	Iteration 54Q: 3 clusters Score -429303.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -429314.781250 Penalty: 2926.117676
	Iteration 55Q: 3 clusters Score -429314.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -429323.031250 Penalty: 2926.117676
	Iteration 56Q: 3 clusters Score -429323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -429337.406250 Penalty: 2926.117676
	Iteration 57Q: 3 clusters Score -429337.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -429353.875000 Penalty: 2926.117676
	Iteration 58Q: 3 clusters Score -429353.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -429367.000000 Penalty: 2926.117676
	Iteration 59Q: 3 clusters Score -429367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -429378.687500 Penalty: 2926.117676
	Iteration 60F: 3 clusters Score -429378.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -429391.031250 Penalty: 2926.117676
	Iteration 61Q: 3 clusters Score -429391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -429403.156250 Penalty: 2926.117676
	Iteration 62Q: 3 clusters Score -429403.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -429410.937500 Penalty: 2926.117676
	Iteration 63Q: 3 clusters Score -429410.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -429422.906250 Penalty: 2926.117676
	Iteration 64Q: 3 clusters Score -429422.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -429437.031250 Penalty: 2926.117676
	Iteration 65Q: 3 clusters Score -429437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -429445.531250 Penalty: 2926.117676
	Iteration 66Q: 3 clusters Score -429445.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -429453.250000 Penalty: 2926.117676
	Iteration 67Q: 3 clusters Score -429453.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -429465.437500 Penalty: 2926.117676
	Iteration 68Q: 3 clusters Score -429465.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -429479.187500 Penalty: 2926.117676
	Iteration 69Q: 3 clusters Score -429479.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -429492.812500 Penalty: 2926.117676
	Iteration 70Q: 3 clusters Score -429492.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -429506.093750 Penalty: 2926.117676
	Iteration 71Q: 3 clusters Score -429506.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -429527.250000 Penalty: 2926.117676
	Iteration 72Q: 3 clusters Score -429527.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -429548.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -429566.000000 Penalty: 2926.117676
	Iteration 74Q: 3 clusters Score -429566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -429576.906250 Penalty: 2926.117676
	Iteration 75Q: 3 clusters Score -429576.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -429585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -429594.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -429602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -429610.781250 Penalty: 2926.117676
	Iteration 79Q: 3 clusters Score -429610.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -429620.218750 Penalty: 2926.117676
	Iteration 80F: 3 clusters Score -429620.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -429628.312500 Penalty: 2926.117676
	Iteration 81Q: 3 clusters Score -429628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -429633.437500 Penalty: 2926.117676
	Iteration 82Q: 3 clusters Score -429633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -429634.031250 Penalty: 2926.117676
	Iteration 83Q: 3 clusters Score -429634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -429636.156250 Penalty: 2926.117676
	Iteration 84Q: 3 clusters Score -429636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -429636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -429637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -429639.281250 Penalty: 2926.117676
	Iteration 87Q: 3 clusters Score -429639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -429639.281250 Penalty: 2926.117676
	Iteration 88F: 3 clusters Score -429639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 14393 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 9765 members 
Mstep: Class 8 contains 12127 members 
Mstep: Class 9 contains 234635 members 
Mstep: Class 10 contains 17597 members 
Mstep: Class 11 contains 44020 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 66741 members 
Mstep: Class 15 contains 14184 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 55657 members 
Mstep: Class 21 contains 20175 members 
Mstep: Class 24 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 18 clusters Score -2.653641e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 14404 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 9770 members 
Mstep: Class 8 contains 12076 members 
Mstep: Class 9 contains 233246 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 44587 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 66966 members 
Mstep: Class 15 contains 14428 members 
Mstep: Class 17 contains 5448 members 
Mstep: Class 18 contains 55589 members 
Mstep: Class 21 contains 20299 members 
Mstep: Class 24 contains 8130 members 
Entering Unmasked Estep 
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Iteration 80F: 18 clusters Score -2.653668e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 9754 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 9 contains 231872 members 
Mstep: Class 10 contains 17450 members 
Mstep: Class 11 contains 45181 members 
Mstep: Class 13 contains 3902 members 
Mstep: Class 14 contains 67174 members 
Mstep: Class 15 contains 14677 members 
Mstep: Class 17 contains 5468 members 
Mstep: Class 18 contains 55536 members 
Mstep: Class 21 contains 20419 members 
Mstep: Class 24 contains 8129 members 
Entering Unmasked Estep 
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Iteration 81Q: 18 clusters Score -2.653689e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 14366 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 230558 members 
Mstep: Class 10 contains 17375 members 
Mstep: Class 11 contains 45793 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 67359 members 
Mstep: Class 15 contains 14896 members 
Mstep: Class 17 contains 5474 members 
Mstep: Class 18 contains 55499 members 
Mstep: Class 21 contains 20532 members 
Mstep: Class 24 contains 8127 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -2.653731e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 14343 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 9 contains 229341 members 
Mstep: Class 10 contains 17308 members 
Mstep: Class 11 contains 46347 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 67530 members 
Mstep: Class 15 contains 15122 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 55453 members 
Mstep: Class 21 contains 20626 members 
Mstep: Class 24 contains 8125 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -2.653747e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 9722 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 228152 members 
Mstep: Class 10 contains 17237 members 
Mstep: Class 11 contains 46903 members 
Mstep: Class 13 contains 3882 members 
Mstep: Class 14 contains 67675 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 55405 members 
Mstep: Class 21 contains 20728 members 
Mstep: Class 24 contains 8127 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -2.653764e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 8 contains 11941 members 
Mstep: Class 9 contains 227016 members 
Mstep: Class 10 contains 17169 members 
Mstep: Class 11 contains 47443 members 
Mstep: Class 13 contains 3876 members 
Mstep: Class 14 contains 67808 members 
Mstep: Class 15 contains 15548 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 55356 members 
Mstep: Class 21 contains 20835 members 
Mstep: Class 24 contains 8124 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -2.653761e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5779 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 14311 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 9702 members 
Mstep: Class 8 contains 11928 members 
Mstep: Class 9 contains 225912 members 
Mstep: Class 10 contains 17115 members 
Mstep: Class 11 contains 47993 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 67929 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 55306 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 24 contains 8125 members 
Entering Unmasked Estep 
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Iteration 86Q: 18 clusters Score -2.653772e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 5812 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 14273 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 8 contains 11917 members 
Mstep: Class 9 contains 224846 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 48510 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 68030 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 55261 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 24 contains 8128 members 
Entering Unmasked Estep 
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Iteration 87Q: 18 clusters Score -2.653789e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5836 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 9661 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 223837 members 
Mstep: Class 10 contains 17043 members 
Mstep: Class 11 contains 49038 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 68103 members 
Mstep: Class 15 contains 16049 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 21 contains 21069 members 
Mstep: Class 24 contains 8130 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 18 clusters Score -2.653794e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5872 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 5007 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 222858 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 49521 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 68167 members 
Mstep: Class 15 contains 16200 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 55175 members 
Mstep: Class 21 contains 21155 members 
Mstep: Class 24 contains 8133 members 
Entering Unmasked Estep 
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Iteration 89Q: 18 clusters Score -2.653808e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 3918 members 
Mstep: Class 4 contains 14183 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 221897 members 
Mstep: Class 10 contains 16953 members 
Mstep: Class 11 contains 50005 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 68234 members 
Mstep: Class 15 contains 16351 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 55138 members 
Mstep: Class 21 contains 21237 members 
Mstep: Class 24 contains 8136 members 
Entering Unmasked Estep 
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Iteration 90Q: 18 clusters Score -2.653809e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 5897 members 
Mstep: Class 3 contains 3922 members 
Mstep: Class 4 contains 14153 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 221021 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 50497 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 68291 members 
Mstep: Class 15 contains 16502 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 55114 members 
Mstep: Class 21 contains 21299 members 
Mstep: Class 24 contains 8143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 18 clusters Score -2.653816e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 3926 members 
Mstep: Class 4 contains 14115 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 220209 members 
Mstep: Class 10 contains 16868 members 
Mstep: Class 11 contains 50964 members 
Mstep: Class 13 contains 3878 members 
Mstep: Class 14 contains 68330 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 55090 members 
Mstep: Class 21 contains 21358 members 
Mstep: Class 24 contains 8150 members 
Entering Unmasked Estep 
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Iteration 92Q: 18 clusters Score -2.653819e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 3 contains 3932 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 9487 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 219440 members 
Mstep: Class 10 contains 16815 members 
Mstep: Class 11 contains 51401 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 68386 members 
Mstep: Class 15 contains 16770 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 55063 members 
Mstep: Class 21 contains 21412 members 
Mstep: Class 24 contains 8155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 18 clusters Score -2.653833e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 9455 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 218669 members 
Mstep: Class 10 contains 16772 members 
Mstep: Class 11 contains 51819 members 
Mstep: Class 13 contains 3875 members 
Mstep: Class 14 contains 68425 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 21 contains 21470 members 
Mstep: Class 24 contains 8155 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -2.65384e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 3951 members 
Mstep: Class 4 contains 14018 members 
Mstep: Class 5 contains 5125 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 217954 members 
Mstep: Class 10 contains 16730 members 
Mstep: Class 11 contains 52206 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 68451 members 
Mstep: Class 15 contains 17054 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 18 contains 55023 members 
Mstep: Class 21 contains 21519 members 
Mstep: Class 24 contains 8154 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -2.653837e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 8 contains 11842 members 
Mstep: Class 9 contains 217324 members 
Mstep: Class 10 contains 16695 members 
Mstep: Class 11 contains 52570 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 68466 members 
Mstep: Class 15 contains 17171 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 55002 members 
Mstep: Class 21 contains 21573 members 
Mstep: Class 24 contains 8156 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -2.653855e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 13971 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 9313 members 
Mstep: Class 8 contains 11842 members 
Mstep: Class 9 contains 216742 members 
Mstep: Class 10 contains 16659 members 
Mstep: Class 11 contains 52925 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 68463 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 54990 members 
Mstep: Class 21 contains 21612 members 
Mstep: Class 24 contains 8158 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -2.653851e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 8 contains 11837 members 
Mstep: Class 9 contains 216177 members 
Mstep: Class 10 contains 16625 members 
Mstep: Class 11 contains 53251 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 68475 members 
Mstep: Class 15 contains 17375 members 
Mstep: Class 17 contains 5658 members 
Mstep: Class 18 contains 54963 members 
Mstep: Class 21 contains 21649 members 
Mstep: Class 24 contains 8158 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -2.65386e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 3972 members 
Mstep: Class 4 contains 13945 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 9220 members 
Mstep: Class 8 contains 11830 members 
Mstep: Class 9 contains 215708 members 
Mstep: Class 10 contains 16604 members 
Mstep: Class 11 contains 53583 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 68473 members 
Mstep: Class 15 contains 17448 members 
Mstep: Class 17 contains 5660 members 
Mstep: Class 18 contains 54939 members 
Mstep: Class 21 contains 21676 members 
Mstep: Class 24 contains 8163 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -2.65387e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 13926 members 
Mstep: Class 5 contains 5201 members 
Mstep: Class 6 contains 9183 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 215291 members 
Mstep: Class 10 contains 16583 members 
Mstep: Class 11 contains 53907 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 68471 members 
Mstep: Class 15 contains 17504 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 54917 members 
Mstep: Class 21 contains 21685 members 
Mstep: Class 24 contains 8163 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -2.653878e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 214876 members 
Mstep: Class 10 contains 16554 members 
Mstep: Class 11 contains 54217 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 68476 members 
Mstep: Class 15 contains 17567 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 54896 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 24 contains 8165 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -2.653889e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 13888 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 214456 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 54513 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 68487 members 
Mstep: Class 15 contains 17635 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 54879 members 
Mstep: Class 21 contains 21717 members 
Mstep: Class 24 contains 8166 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -2.653902e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 13877 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 9096 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 214032 members 
Mstep: Class 10 contains 16491 members 
Mstep: Class 11 contains 54802 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 68484 members 
Mstep: Class 15 contains 17700 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 54859 members 
Mstep: Class 21 contains 21729 members 
Mstep: Class 24 contains 8168 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -2.653909e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 13868 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 213581 members 
Mstep: Class 10 contains 16453 members 
Mstep: Class 11 contains 55104 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 68492 members 
Mstep: Class 15 contains 17762 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 54847 members 
Mstep: Class 21 contains 21735 members 
Mstep: Class 24 contains 8169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539140.000000 Penalty: 36418.070312
Iteration 104Q: 18 clusters Score -2.653914e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 9043 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 213172 members 
Mstep: Class 10 contains 16426 members 
Mstep: Class 11 contains 55404 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 68484 members 
Mstep: Class 15 contains 17821 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 54831 members 
Mstep: Class 21 contains 21738 members 
Mstep: Class 24 contains 8172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539140.000000 Penalty: 36418.070312
Iteration 105Q: 18 clusters Score -2.653914e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 5283 members 
Mstep: Class 6 contains 9021 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 212784 members 
Mstep: Class 10 contains 16393 members 
Mstep: Class 11 contains 55715 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 68456 members 
Mstep: Class 15 contains 17882 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 54809 members 
Mstep: Class 21 contains 21725 members 
Mstep: Class 24 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539134.000000 Penalty: 36418.070312
Iteration 106Q: 18 clusters Score -2.653913e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 8997 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 212423 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 56041 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 68431 members 
Mstep: Class 15 contains 17938 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 54794 members 
Mstep: Class 21 contains 21710 members 
Mstep: Class 24 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539048.000000 Penalty: 36418.070312
Iteration 107Q: 18 clusters Score -2.653905e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 6063 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 13796 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 8975 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 212071 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 56352 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 68405 members 
Mstep: Class 15 contains 17993 members 
Mstep: Class 17 contains 5671 members 
Mstep: Class 18 contains 54785 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 24 contains 8180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539110.000000 Penalty: 36418.070312
Iteration 108Q: 18 clusters Score -2.653911e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 13774 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 8948 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 211724 members 
Mstep: Class 10 contains 16306 members 
Mstep: Class 11 contains 56646 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 68379 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 54774 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 24 contains 8182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539088.000000 Penalty: 36418.070312
Iteration 109Q: 18 clusters Score -2.653909e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 6066 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 8922 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 211377 members 
Mstep: Class 10 contains 16287 members 
Mstep: Class 11 contains 56943 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 68350 members 
Mstep: Class 15 contains 18124 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 54762 members 
Mstep: Class 21 contains 21678 members 
Mstep: Class 24 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539102.000000 Penalty: 36418.070312
Iteration 110Q: 18 clusters Score -2.65391e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 13735 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 8 contains 11813 members 
Mstep: Class 9 contains 211052 members 
Mstep: Class 10 contains 16261 members 
Mstep: Class 11 contains 57224 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 68328 members 
Mstep: Class 15 contains 18180 members 
Mstep: Class 17 contains 5691 members 
Mstep: Class 18 contains 54757 members 
Mstep: Class 21 contains 21677 members 
Mstep: Class 24 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539094.000000 Penalty: 36418.070312
Iteration 111Q: 18 clusters Score -2.653909e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 6070 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 13720 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 210740 members 
Mstep: Class 10 contains 16248 members 
Mstep: Class 11 contains 57478 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 68312 members 
Mstep: Class 15 contains 18228 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 54748 members 
Mstep: Class 21 contains 21689 members 
Mstep: Class 24 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539158.000000 Penalty: 36418.070312
Iteration 112Q: 18 clusters Score -2.653916e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 13705 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 8850 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 210453 members 
Mstep: Class 10 contains 16225 members 
Mstep: Class 11 contains 57733 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 68285 members 
Mstep: Class 15 contains 18273 members 
Mstep: Class 17 contains 5704 members 
Mstep: Class 18 contains 54743 members 
Mstep: Class 21 contains 21682 members 
Mstep: Class 24 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539092.000000 Penalty: 36418.070312
Iteration 113Q: 18 clusters Score -2.653909e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 13691 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 210182 members 
Mstep: Class 10 contains 16203 members 
Mstep: Class 11 contains 57948 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 68273 members 
Mstep: Class 15 contains 18322 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 54742 members 
Mstep: Class 21 contains 21674 members 
Mstep: Class 24 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539116.000000 Penalty: 36418.070312
Iteration 114Q: 18 clusters Score -2.653912e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 13682 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 8 contains 11809 members 
Mstep: Class 9 contains 209912 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 58154 members 
Mstep: Class 13 contains 3856 members 
Mstep: Class 14 contains 68254 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 17 contains 5723 members 
Mstep: Class 18 contains 54733 members 
Mstep: Class 21 contains 21677 members 
Mstep: Class 24 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539094.000000 Penalty: 36418.070312
Iteration 115Q: 18 clusters Score -2.653909e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 13667 members 
Mstep: Class 5 contains 5382 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 209667 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 58350 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 68241 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 18 contains 54729 members 
Mstep: Class 21 contains 21689 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539158.000000 Penalty: 36418.070312
Iteration 116Q: 18 clusters Score -2.653916e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 13660 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 8 contains 11813 members 
Mstep: Class 9 contains 209444 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 58523 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 18475 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 54722 members 
Mstep: Class 21 contains 21695 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539136.000000 Penalty: 36418.070312
Iteration 117Q: 18 clusters Score -2.653914e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 13645 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 8736 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 209228 members 
Mstep: Class 10 contains 16130 members 
Mstep: Class 11 contains 58722 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 68195 members 
Mstep: Class 15 contains 18526 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 54712 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539204.000000 Penalty: 36418.070312
Iteration 118Q: 18 clusters Score -2.65392e+07 nChanged 376
Entering ConstructFrom: 
Score: -26539204.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (16613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Entering Unmasked Estep 
Score: -885452.750000 Penalty: 1579.165283
	Iteration 0F: 2 clusters Score -885452.8 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 8339 members 
Entering Unmasked Estep 
Score: -873989.125000 Penalty: 3158.330566
	Iteration 0F: 3 clusters Score -873989.1 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -878222.437500 Penalty: 3158.330566
	Iteration 1F: 3 clusters Score -878222.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -878665.500000 Penalty: 3158.330566
	Iteration 2F: 3 clusters Score -878665.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -879088.125000 Penalty: 3158.330566
	Iteration 3F: 3 clusters Score -879088.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -879531.875000 Penalty: 3158.330566
	Iteration 4F: 3 clusters Score -879531.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -880046.625000 Penalty: 3158.330566
	Iteration 5F: 3 clusters Score -880046.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -880596.062500 Penalty: 3158.330566
	Iteration 6F: 3 clusters Score -880596.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -881186.250000 Penalty: 3158.330566
	Iteration 7F: 3 clusters Score -881186.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -881786.125000 Penalty: 3158.330566
	Iteration 8F: 3 clusters Score -881786.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -882300.437500 Penalty: 3158.330566
	Iteration 9Q: 3 clusters Score -882300.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -882624.437500 Penalty: 3158.330566
	Iteration 10Q: 3 clusters Score -882624.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -882830.625000 Penalty: 3158.330566
	Iteration 11Q: 3 clusters Score -882830.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -882947.562500 Penalty: 3158.330566
	Iteration 12Q: 3 clusters Score -882947.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -883034.875000 Penalty: 3158.330566
	Iteration 13Q: 3 clusters Score -883034.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -883122.000000 Penalty: 3158.330566
	Iteration 14Q: 3 clusters Score -883122 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -883205.000000 Penalty: 3158.330566
	Iteration 15Q: 3 clusters Score -883205 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -883272.625000 Penalty: 3158.330566
	Iteration 16Q: 3 clusters Score -883272.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -883331.312500 Penalty: 3158.330566
	Iteration 17Q: 3 clusters Score -883331.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -883387.000000 Penalty: 3158.330566
	Iteration 18Q: 3 clusters Score -883387 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -883448.250000 Penalty: 3158.330566
	Iteration 19Q: 3 clusters Score -883448.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -883510.812500 Penalty: 3158.330566
	Iteration 20F: 3 clusters Score -883510.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -883572.562500 Penalty: 3158.330566
	Iteration 21Q: 3 clusters Score -883572.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -883621.437500 Penalty: 3158.330566
	Iteration 22Q: 3 clusters Score -883621.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -883660.062500 Penalty: 3158.330566
	Iteration 23Q: 3 clusters Score -883660.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -883702.937500 Penalty: 3158.330566
	Iteration 24Q: 3 clusters Score -883702.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -883735.125000 Penalty: 3158.330566
	Iteration 25Q: 3 clusters Score -883735.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -883774.500000 Penalty: 3158.330566
	Iteration 26Q: 3 clusters Score -883774.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -883811.937500 Penalty: 3158.330566
	Iteration 27Q: 3 clusters Score -883811.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -883845.062500 Penalty: 3158.330566
	Iteration 28Q: 3 clusters Score -883845.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -883870.062500 Penalty: 3158.330566
	Iteration 29Q: 3 clusters Score -883870.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -883899.562500 Penalty: 3158.330566
	Iteration 30Q: 3 clusters Score -883899.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -883932.812500 Penalty: 3158.330566
	Iteration 31Q: 3 clusters Score -883932.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -883963.562500 Penalty: 3158.330566
	Iteration 32Q: 3 clusters Score -883963.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -883985.500000 Penalty: 3158.330566
	Iteration 33Q: 3 clusters Score -883985.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -884012.125000 Penalty: 3158.330566
	Iteration 34Q: 3 clusters Score -884012.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -884029.062500 Penalty: 3158.330566
	Iteration 35Q: 3 clusters Score -884029.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -884049.750000 Penalty: 3158.330566
	Iteration 36Q: 3 clusters Score -884049.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -884072.750000 Penalty: 3158.330566
	Iteration 37Q: 3 clusters Score -884072.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -884094.437500 Penalty: 3158.330566
	Iteration 38Q: 3 clusters Score -884094.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -884108.937500 Penalty: 3158.330566
	Iteration 39Q: 3 clusters Score -884108.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -884122.562500 Penalty: 3158.330566
	Iteration 40F: 3 clusters Score -884122.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -884131.687500 Penalty: 3158.330566
	Iteration 41Q: 3 clusters Score -884131.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -884137.375000 Penalty: 3158.330566
	Iteration 42Q: 3 clusters Score -884137.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -884145.750000 Penalty: 3158.330566
	Iteration 43Q: 3 clusters Score -884145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -884153.062500 Penalty: 3158.330566
	Iteration 44Q: 3 clusters Score -884153.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -884156.687500 Penalty: 3158.330566
	Iteration 45Q: 3 clusters Score -884156.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -884163.937500 Penalty: 3158.330566
	Iteration 46Q: 3 clusters Score -884163.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -884172.250000 Penalty: 3158.330566
	Iteration 47Q: 3 clusters Score -884172.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -884172.750000 Penalty: 3158.330566
	Iteration 48Q: 3 clusters Score -884172.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -884179.812500 Penalty: 3158.330566
	Iteration 49Q: 3 clusters Score -884179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -884183.125000 Penalty: 3158.330566
	Iteration 50Q: 3 clusters Score -884183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -884185.875000 Penalty: 3158.330566
	Iteration 51Q: 3 clusters Score -884185.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -884192.312500 Penalty: 3158.330566
	Iteration 52Q: 3 clusters Score -884192.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -884201.750000 Penalty: 3158.330566
	Iteration 53Q: 3 clusters Score -884201.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -884209.187500 Penalty: 3158.330566
	Iteration 54Q: 3 clusters Score -884209.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -884215.437500 Penalty: 3158.330566
	Iteration 55Q: 3 clusters Score -884215.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -884221.312500 Penalty: 3158.330566
	Iteration 56Q: 3 clusters Score -884221.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -884227.000000 Penalty: 3158.330566
	Iteration 57Q: 3 clusters Score -884227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -884232.125000 Penalty: 3158.330566
	Iteration 58Q: 3 clusters Score -884232.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -884237.312500 Penalty: 3158.330566
	Iteration 59Q: 3 clusters Score -884237.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -884243.062500 Penalty: 3158.330566
	Iteration 60F: 3 clusters Score -884243.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -884252.250000 Penalty: 3158.330566
	Iteration 61Q: 3 clusters Score -884252.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -884261.312500 Penalty: 3158.330566
	Iteration 62Q: 3 clusters Score -884261.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -884267.937500 Penalty: 3158.330566
	Iteration 63Q: 3 clusters Score -884267.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -884272.312500 Penalty: 3158.330566
	Iteration 64Q: 3 clusters Score -884272.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -884274.750000 Penalty: 3158.330566
	Iteration 65Q: 3 clusters Score -884274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -884275.625000 Penalty: 3158.330566
	Iteration 66Q: 3 clusters Score -884275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -884279.625000 Penalty: 3158.330566
	Iteration 67Q: 3 clusters Score -884279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -884278.750000 Penalty: 3158.330566
	Iteration 68Q: 3 clusters Score -884278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -884281.812500 Penalty: 3158.330566
	Iteration 69Q: 3 clusters Score -884281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -884281.562500 Penalty: 3158.330566
	Iteration 70Q: 3 clusters Score -884281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -884280.375000 Penalty: 3158.330566
	Iteration 71Q: 3 clusters Score -884280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -884283.375000 Penalty: 3158.330566
	Iteration 72Q: 3 clusters Score -884283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -884283.750000 Penalty: 3158.330566
	Iteration 73Q: 3 clusters Score -884283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -884283.250000 Penalty: 3158.330566
	Iteration 74Q: 3 clusters Score -884283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -884286.750000 Penalty: 3158.330566
	Iteration 75Q: 3 clusters Score -884286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -884287.125000 Penalty: 3158.330566
	Iteration 76Q: 3 clusters Score -884287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -884287.125000 Penalty: 3158.330566
	Iteration 77F: 3 clusters Score -884287.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -297648.375000 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -297648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -292935.031250 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -292935 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -294360.687500 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -294360.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -294676.718750 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -294676.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -295051.656250 Penalty: 2831.967529
	Iteration 3F: 3 clusters Score -295051.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -295449.593750 Penalty: 2831.967529
	Iteration 4F: 3 clusters Score -295449.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -295847.968750 Penalty: 2831.967529
	Iteration 5F: 3 clusters Score -295848 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -296241.093750 Penalty: 2831.967529
	Iteration 6F: 3 clusters Score -296241.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -296487.781250 Penalty: 2831.967529
	Iteration 7F: 3 clusters Score -296487.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -296645.656250 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -296645.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -296734.343750 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -296734.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -296799.218750 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -296799.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -296842.562500 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -296842.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -296869.156250 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -296869.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -296883.593750 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -296883.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -296893.312500 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -296893.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -296899.781250 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -296899.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -296904.812500 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -296904.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -296912.687500 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -296912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -296916.000000 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -296916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -296920.906250 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -296920.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296923.718750 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -296923.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -296927.562500 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -296927.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -296931.312500 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -296931.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296935.125000 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -296935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -296939.500000 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -296939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -296940.406250 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -296940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -296941.843750 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -296941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -296943.437500 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -296943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296948.343750 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -296948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -296950.250000 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -296950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -296951.781250 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -296951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -296952.718750 Penalty: 2831.967529
	Iteration 31Q: 3 clusters Score -296952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -296954.281250 Penalty: 2831.967529
	Iteration 32Q: 3 clusters Score -296954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -296955.062500 Penalty: 2831.967529
	Iteration 33Q: 3 clusters Score -296955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -296956.375000 Penalty: 2831.967529
	Iteration 34Q: 3 clusters Score -296956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -296957.343750 Penalty: 2831.967529
	Iteration 35Q: 3 clusters Score -296957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -296957.593750 Penalty: 2831.967529
	Iteration 36Q: 3 clusters Score -296957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -296957.531250 Penalty: 2831.967529
	Iteration 37Q: 3 clusters Score -296957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -296957.531250 Penalty: 2831.967529
	Iteration 38F: 3 clusters Score -296957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -211512.968750 Penalty: 1348.835938
	Iteration 0F: 2 clusters Score -211513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -208189.375000 Penalty: 2697.671875
	Iteration 0F: 3 clusters Score -208189.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -209147.171875 Penalty: 2697.671875
	Iteration 1F: 3 clusters Score -209147.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -209292.343750 Penalty: 2697.671875
	Iteration 2F: 3 clusters Score -209292.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -209366.187500 Penalty: 2697.671875
	Iteration 3Q: 3 clusters Score -209366.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -209413.281250 Penalty: 2697.671875
	Iteration 4Q: 3 clusters Score -209413.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -209457.687500 Penalty: 2697.671875
	Iteration 5Q: 3 clusters Score -209457.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -209496.375000 Penalty: 2697.671875
	Iteration 6Q: 3 clusters Score -209496.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -209540.921875 Penalty: 2697.671875
	Iteration 7Q: 3 clusters Score -209540.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -209581.421875 Penalty: 2697.671875
	Iteration 8Q: 3 clusters Score -209581.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -209615.250000 Penalty: 2697.671875
	Iteration 9Q: 3 clusters Score -209615.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -209651.390625 Penalty: 2697.671875
	Iteration 10Q: 3 clusters Score -209651.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -209700.859375 Penalty: 2697.671875
	Iteration 11Q: 3 clusters Score -209700.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -209757.828125 Penalty: 2697.671875
	Iteration 12Q: 3 clusters Score -209757.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -209824.171875 Penalty: 2697.671875
	Iteration 13Q: 3 clusters Score -209824.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -209908.953125 Penalty: 2697.671875
	Iteration 14Q: 3 clusters Score -209909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -209981.718750 Penalty: 2697.671875
	Iteration 15Q: 3 clusters Score -209981.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -210066.328125 Penalty: 2697.671875
	Iteration 16Q: 3 clusters Score -210066.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -210153.625000 Penalty: 2697.671875
	Iteration 17Q: 3 clusters Score -210153.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -210234.109375 Penalty: 2697.671875
	Iteration 18Q: 3 clusters Score -210234.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -210287.828125 Penalty: 2697.671875
	Iteration 19Q: 3 clusters Score -210287.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -210332.109375 Penalty: 2697.671875
	Iteration 20F: 3 clusters Score -210332.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -210360.234375 Penalty: 2697.671875
	Iteration 21Q: 3 clusters Score -210360.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -210379.062500 Penalty: 2697.671875
	Iteration 22Q: 3 clusters Score -210379.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -210395.843750 Penalty: 2697.671875
	Iteration 23Q: 3 clusters Score -210395.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -210411.453125 Penalty: 2697.671875
	Iteration 24Q: 3 clusters Score -210411.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -210428.390625 Penalty: 2697.671875
	Iteration 25Q: 3 clusters Score -210428.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -210437.796875 Penalty: 2697.671875
	Iteration 26Q: 3 clusters Score -210437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -210443.140625 Penalty: 2697.671875
	Iteration 27Q: 3 clusters Score -210443.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -210446.546875 Penalty: 2697.671875
	Iteration 28Q: 3 clusters Score -210446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -210449.546875 Penalty: 2697.671875
	Iteration 29Q: 3 clusters Score -210449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -210451.328125 Penalty: 2697.671875
	Iteration 30Q: 3 clusters Score -210451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -210452.828125 Penalty: 2697.671875
	Iteration 31Q: 3 clusters Score -210452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -210453.828125 Penalty: 2697.671875
	Iteration 32Q: 3 clusters Score -210453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -210454.625000 Penalty: 2697.671875
	Iteration 33Q: 3 clusters Score -210454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -210454.781250 Penalty: 2697.671875
	Iteration 34Q: 3 clusters Score -210454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -210454.781250 Penalty: 2697.671875
	Iteration 35F: 3 clusters Score -210454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Entering Unmasked Estep 
Score: -719453.062500 Penalty: 1547.004517
	Iteration 0F: 2 clusters Score -719453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -709881.062500 Penalty: 3094.009033
	Iteration 0F: 3 clusters Score -709881.1 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -713221.812500 Penalty: 3094.009033
	Iteration 1F: 3 clusters Score -713221.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -713537.375000 Penalty: 3094.009033
	Iteration 2F: 3 clusters Score -713537.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -713860.187500 Penalty: 3094.009033
	Iteration 3F: 3 clusters Score -713860.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -714231.562500 Penalty: 3094.009033
	Iteration 4F: 3 clusters Score -714231.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -714715.750000 Penalty: 3094.009033
	Iteration 5F: 3 clusters Score -714715.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -715347.625000 Penalty: 3094.009033
	Iteration 6F: 3 clusters Score -715347.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -716022.562500 Penalty: 3094.009033
	Iteration 7F: 3 clusters Score -716022.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -716621.125000 Penalty: 3094.009033
	Iteration 8F: 3 clusters Score -716621.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -717078.187500 Penalty: 3094.009033
	Iteration 9Q: 3 clusters Score -717078.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -717381.062500 Penalty: 3094.009033
	Iteration 10Q: 3 clusters Score -717381.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -717595.437500 Penalty: 3094.009033
	Iteration 11Q: 3 clusters Score -717595.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -717737.375000 Penalty: 3094.009033
	Iteration 12Q: 3 clusters Score -717737.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -717836.375000 Penalty: 3094.009033
	Iteration 13Q: 3 clusters Score -717836.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -717916.375000 Penalty: 3094.009033
	Iteration 14Q: 3 clusters Score -717916.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -717967.062500 Penalty: 3094.009033
	Iteration 15Q: 3 clusters Score -717967.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -718001.812500 Penalty: 3094.009033
	Iteration 16Q: 3 clusters Score -718001.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -718026.500000 Penalty: 3094.009033
	Iteration 17Q: 3 clusters Score -718026.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -718045.687500 Penalty: 3094.009033
	Iteration 18Q: 3 clusters Score -718045.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -718061.625000 Penalty: 3094.009033
	Iteration 19Q: 3 clusters Score -718061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -718073.375000 Penalty: 3094.009033
	Iteration 20F: 3 clusters Score -718073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -718078.312500 Penalty: 3094.009033
	Iteration 21Q: 3 clusters Score -718078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -718079.937500 Penalty: 3094.009033
	Iteration 22Q: 3 clusters Score -718079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -718081.937500 Penalty: 3094.009033
	Iteration 23Q: 3 clusters Score -718081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -718085.062500 Penalty: 3094.009033
	Iteration 24Q: 3 clusters Score -718085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -718085.500000 Penalty: 3094.009033
	Iteration 25Q: 3 clusters Score -718085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -718089.125000 Penalty: 3094.009033
	Iteration 26Q: 3 clusters Score -718089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -718091.125000 Penalty: 3094.009033
	Iteration 27Q: 3 clusters Score -718091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -718092.687500 Penalty: 3094.009033
	Iteration 28Q: 3 clusters Score -718092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -718095.750000 Penalty: 3094.009033
	Iteration 29Q: 3 clusters Score -718095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -718096.437500 Penalty: 3094.009033
	Iteration 30Q: 3 clusters Score -718096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -718098.500000 Penalty: 3094.009033
	Iteration 31Q: 3 clusters Score -718098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -718098.250000 Penalty: 3094.009033
	Iteration 32Q: 3 clusters Score -718098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -718098.250000 Penalty: 3094.009033
	Iteration 33F: 3 clusters Score -718098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -244305.609375 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -244305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -240084.031250 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -240084 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -241322.015625 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -241322 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -241526.500000 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -241526.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -241687.828125 Penalty: 2792.618164
	Iteration 3F: 3 clusters Score -241687.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -241847.656250 Penalty: 2792.618164
	Iteration 4Q: 3 clusters Score -241847.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -242009.812500 Penalty: 2792.618164
	Iteration 5Q: 3 clusters Score -242009.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -242163.640625 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -242163.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -242292.250000 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -242292.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -242387.968750 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -242388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -242473.171875 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -242473.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -242553.468750 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -242553.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -242638.359375 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -242638.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -242730.812500 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -242730.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -242808.437500 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -242808.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -242869.343750 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -242869.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -242907.421875 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -242907.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -242948.531250 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -242948.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -242985.781250 Penalty: 2792.618164
	Iteration 17Q: 3 clusters Score -242985.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -243019.437500 Penalty: 2792.618164
	Iteration 18Q: 3 clusters Score -243019.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -243047.140625 Penalty: 2792.618164
	Iteration 19Q: 3 clusters Score -243047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -243068.531250 Penalty: 2792.618164
	Iteration 20F: 3 clusters Score -243068.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -243084.328125 Penalty: 2792.618164
	Iteration 21Q: 3 clusters Score -243084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -243098.625000 Penalty: 2792.618164
	Iteration 22Q: 3 clusters Score -243098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -243104.718750 Penalty: 2792.618164
	Iteration 23Q: 3 clusters Score -243104.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -243112.515625 Penalty: 2792.618164
	Iteration 24Q: 3 clusters Score -243112.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -243118.078125 Penalty: 2792.618164
	Iteration 25Q: 3 clusters Score -243118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -243124.046875 Penalty: 2792.618164
	Iteration 26Q: 3 clusters Score -243124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -243126.375000 Penalty: 2792.618164
	Iteration 27Q: 3 clusters Score -243126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -243128.609375 Penalty: 2792.618164
	Iteration 28Q: 3 clusters Score -243128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -243135.265625 Penalty: 2792.618164
	Iteration 29Q: 3 clusters Score -243135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -243140.562500 Penalty: 2792.618164
	Iteration 30Q: 3 clusters Score -243140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -243145.843750 Penalty: 2792.618164
	Iteration 31Q: 3 clusters Score -243145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -243149.921875 Penalty: 2792.618164
	Iteration 32Q: 3 clusters Score -243149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -243152.359375 Penalty: 2792.618164
	Iteration 33Q: 3 clusters Score -243152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -243156.625000 Penalty: 2792.618164
	Iteration 34Q: 3 clusters Score -243156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -243160.312500 Penalty: 2792.618164
	Iteration 35Q: 3 clusters Score -243160.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -243163.406250 Penalty: 2792.618164
	Iteration 36Q: 3 clusters Score -243163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -243169.375000 Penalty: 2792.618164
	Iteration 37Q: 3 clusters Score -243169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -243172.015625 Penalty: 2792.618164
	Iteration 38Q: 3 clusters Score -243172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -243172.984375 Penalty: 2792.618164
	Iteration 39Q: 3 clusters Score -243173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -243173.875000 Penalty: 2792.618164
	Iteration 40F: 3 clusters Score -243173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -243174.765625 Penalty: 2792.618164
	Iteration 41Q: 3 clusters Score -243174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -243174.765625 Penalty: 2792.618164
	Iteration 42F: 3 clusters Score -243174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -460369.343750 Penalty: 1474.386108
	Iteration 0F: 2 clusters Score -460369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -453999.750000 Penalty: 2948.772217
	Iteration 0F: 3 clusters Score -453999.8 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -455977.312500 Penalty: 2948.772217
	Iteration 1F: 3 clusters Score -455977.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -456222.687500 Penalty: 2948.772217
	Iteration 2F: 3 clusters Score -456222.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -456436.375000 Penalty: 2948.772217
	Iteration 3F: 3 clusters Score -456436.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -456631.062500 Penalty: 2948.772217
	Iteration 4Q: 3 clusters Score -456631.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -456821.093750 Penalty: 2948.772217
	Iteration 5Q: 3 clusters Score -456821.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -457015.406250 Penalty: 2948.772217
	Iteration 6Q: 3 clusters Score -457015.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -457214.343750 Penalty: 2948.772217
	Iteration 7Q: 3 clusters Score -457214.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -457420.906250 Penalty: 2948.772217
	Iteration 8Q: 3 clusters Score -457420.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -457597.125000 Penalty: 2948.772217
	Iteration 9Q: 3 clusters Score -457597.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -457751.812500 Penalty: 2948.772217
	Iteration 10Q: 3 clusters Score -457751.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -457917.906250 Penalty: 2948.772217
	Iteration 11Q: 3 clusters Score -457917.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -458081.656250 Penalty: 2948.772217
	Iteration 12Q: 3 clusters Score -458081.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -458203.812500 Penalty: 2948.772217
	Iteration 13Q: 3 clusters Score -458203.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -458290.000000 Penalty: 2948.772217
	Iteration 14Q: 3 clusters Score -458290 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -458348.625000 Penalty: 2948.772217
	Iteration 15Q: 3 clusters Score -458348.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -458392.437500 Penalty: 2948.772217
	Iteration 16Q: 3 clusters Score -458392.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -458419.031250 Penalty: 2948.772217
	Iteration 17Q: 3 clusters Score -458419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -458437.437500 Penalty: 2948.772217
	Iteration 18Q: 3 clusters Score -458437.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -458455.375000 Penalty: 2948.772217
	Iteration 19Q: 3 clusters Score -458455.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -458469.187500 Penalty: 2948.772217
	Iteration 20F: 3 clusters Score -458469.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -458480.531250 Penalty: 2948.772217
	Iteration 21Q: 3 clusters Score -458480.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -458491.812500 Penalty: 2948.772217
	Iteration 22Q: 3 clusters Score -458491.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -458503.156250 Penalty: 2948.772217
	Iteration 23Q: 3 clusters Score -458503.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -458509.687500 Penalty: 2948.772217
	Iteration 24Q: 3 clusters Score -458509.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -458515.937500 Penalty: 2948.772217
	Iteration 25Q: 3 clusters Score -458515.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -458521.687500 Penalty: 2948.772217
	Iteration 26Q: 3 clusters Score -458521.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -458528.406250 Penalty: 2948.772217
	Iteration 27Q: 3 clusters Score -458528.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -458538.000000 Penalty: 2948.772217
	Iteration 28Q: 3 clusters Score -458538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -458544.937500 Penalty: 2948.772217
	Iteration 29Q: 3 clusters Score -458544.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -458552.875000 Penalty: 2948.772217
	Iteration 30Q: 3 clusters Score -458552.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -458562.843750 Penalty: 2948.772217
	Iteration 31Q: 3 clusters Score -458562.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -458573.125000 Penalty: 2948.772217
	Iteration 32Q: 3 clusters Score -458573.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -458584.468750 Penalty: 2948.772217
	Iteration 33Q: 3 clusters Score -458584.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -458596.375000 Penalty: 2948.772217
	Iteration 34Q: 3 clusters Score -458596.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -458608.437500 Penalty: 2948.772217
	Iteration 35Q: 3 clusters Score -458608.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -458618.750000 Penalty: 2948.772217
	Iteration 36Q: 3 clusters Score -458618.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -458633.656250 Penalty: 2948.772217
	Iteration 37Q: 3 clusters Score -458633.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -458643.562500 Penalty: 2948.772217
	Iteration 38Q: 3 clusters Score -458643.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -458654.656250 Penalty: 2948.772217
	Iteration 39Q: 3 clusters Score -458654.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -458669.406250 Penalty: 2948.772217
	Iteration 40F: 3 clusters Score -458669.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -458687.156250 Penalty: 2948.772217
	Iteration 41Q: 3 clusters Score -458687.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -458706.218750 Penalty: 2948.772217
	Iteration 42Q: 3 clusters Score -458706.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -458722.718750 Penalty: 2948.772217
	Iteration 43Q: 3 clusters Score -458722.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -458733.593750 Penalty: 2948.772217
	Iteration 44Q: 3 clusters Score -458733.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -458747.968750 Penalty: 2948.772217
	Iteration 45Q: 3 clusters Score -458748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -458761.625000 Penalty: 2948.772217
	Iteration 46Q: 3 clusters Score -458761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -458778.718750 Penalty: 2948.772217
	Iteration 47Q: 3 clusters Score -458778.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -458794.312500 Penalty: 2948.772217
	Iteration 48Q: 3 clusters Score -458794.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -458806.562500 Penalty: 2948.772217
	Iteration 49Q: 3 clusters Score -458806.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -458816.937500 Penalty: 2948.772217
	Iteration 50Q: 3 clusters Score -458816.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -458825.406250 Penalty: 2948.772217
	Iteration 51Q: 3 clusters Score -458825.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -458834.718750 Penalty: 2948.772217
	Iteration 52Q: 3 clusters Score -458834.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -458841.187500 Penalty: 2948.772217
	Iteration 53Q: 3 clusters Score -458841.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -458851.593750 Penalty: 2948.772217
	Iteration 54Q: 3 clusters Score -458851.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -458861.312500 Penalty: 2948.772217
	Iteration 55Q: 3 clusters Score -458861.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -458869.093750 Penalty: 2948.772217
	Iteration 56Q: 3 clusters Score -458869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -458875.062500 Penalty: 2948.772217
	Iteration 57Q: 3 clusters Score -458875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -458881.500000 Penalty: 2948.772217
	Iteration 58Q: 3 clusters Score -458881.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -458890.687500 Penalty: 2948.772217
	Iteration 59Q: 3 clusters Score -458890.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -458897.000000 Penalty: 2948.772217
	Iteration 60F: 3 clusters Score -458897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -458902.625000 Penalty: 2948.772217
	Iteration 61Q: 3 clusters Score -458902.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -458908.000000 Penalty: 2948.772217
	Iteration 62Q: 3 clusters Score -458908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -458911.625000 Penalty: 2948.772217
	Iteration 63Q: 3 clusters Score -458911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -458913.281250 Penalty: 2948.772217
	Iteration 64Q: 3 clusters Score -458913.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -458917.531250 Penalty: 2948.772217
	Iteration 65Q: 3 clusters Score -458917.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -458922.343750 Penalty: 2948.772217
	Iteration 66Q: 3 clusters Score -458922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -458927.781250 Penalty: 2948.772217
	Iteration 67Q: 3 clusters Score -458927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -458931.375000 Penalty: 2948.772217
	Iteration 68Q: 3 clusters Score -458931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -458934.031250 Penalty: 2948.772217
	Iteration 69Q: 3 clusters Score -458934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -458937.187500 Penalty: 2948.772217
	Iteration 70Q: 3 clusters Score -458937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -458940.500000 Penalty: 2948.772217
	Iteration 71Q: 3 clusters Score -458940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -458942.625000 Penalty: 2948.772217
	Iteration 72Q: 3 clusters Score -458942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -458944.687500 Penalty: 2948.772217
	Iteration 73Q: 3 clusters Score -458944.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -458947.437500 Penalty: 2948.772217
	Iteration 74Q: 3 clusters Score -458947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -458948.000000 Penalty: 2948.772217
	Iteration 75Q: 3 clusters Score -458948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -458952.187500 Penalty: 2948.772217
	Iteration 76Q: 3 clusters Score -458952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -458955.531250 Penalty: 2948.772217
	Iteration 77Q: 3 clusters Score -458955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -458955.875000 Penalty: 2948.772217
	Iteration 78Q: 3 clusters Score -458955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -458956.000000 Penalty: 2948.772217
	Iteration 79Q: 3 clusters Score -458956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -458956.906250 Penalty: 2948.772217
	Iteration 80F: 3 clusters Score -458956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -458957.687500 Penalty: 2948.772217
	Iteration 81Q: 3 clusters Score -458957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -458957.968750 Penalty: 2948.772217
	Iteration 82Q: 3 clusters Score -458958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -458957.968750 Penalty: 2948.772217
	Iteration 83F: 3 clusters Score -458958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Entering Unmasked Estep 
Score: -611833.437500 Penalty: 1523.782837
	Iteration 0F: 2 clusters Score -611833.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -603389.812500 Penalty: 3047.565674
	Iteration 0F: 3 clusters Score -603389.8 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -606402.500000 Penalty: 3047.565674
	Iteration 1F: 3 clusters Score -606402.5 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -606803.625000 Penalty: 3047.565674
	Iteration 2F: 3 clusters Score -606803.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -607131.875000 Penalty: 3047.565674
	Iteration 3F: 3 clusters Score -607131.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -607420.125000 Penalty: 3047.565674
	Iteration 4F: 3 clusters Score -607420.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -607673.375000 Penalty: 3047.565674
	Iteration 5Q: 3 clusters Score -607673.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -607892.687500 Penalty: 3047.565674
	Iteration 6Q: 3 clusters Score -607892.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -608079.312500 Penalty: 3047.565674
	Iteration 7Q: 3 clusters Score -608079.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -608234.875000 Penalty: 3047.565674
	Iteration 8Q: 3 clusters Score -608234.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -608375.375000 Penalty: 3047.565674
	Iteration 9Q: 3 clusters Score -608375.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -608498.125000 Penalty: 3047.565674
	Iteration 10Q: 3 clusters Score -608498.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -608608.500000 Penalty: 3047.565674
	Iteration 11Q: 3 clusters Score -608608.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -608727.750000 Penalty: 3047.565674
	Iteration 12Q: 3 clusters Score -608727.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -608866.000000 Penalty: 3047.565674
	Iteration 13Q: 3 clusters Score -608866 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -608991.312500 Penalty: 3047.565674
	Iteration 14Q: 3 clusters Score -608991.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -609120.875000 Penalty: 3047.565674
	Iteration 15Q: 3 clusters Score -609120.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -609253.750000 Penalty: 3047.565674
	Iteration 16Q: 3 clusters Score -609253.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -609366.750000 Penalty: 3047.565674
	Iteration 17Q: 3 clusters Score -609366.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -609459.437500 Penalty: 3047.565674
	Iteration 18Q: 3 clusters Score -609459.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -609541.687500 Penalty: 3047.565674
	Iteration 19Q: 3 clusters Score -609541.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -609617.937500 Penalty: 3047.565674
	Iteration 20F: 3 clusters Score -609617.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -609684.250000 Penalty: 3047.565674
	Iteration 21Q: 3 clusters Score -609684.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -609741.187500 Penalty: 3047.565674
	Iteration 22Q: 3 clusters Score -609741.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -609788.312500 Penalty: 3047.565674
	Iteration 23Q: 3 clusters Score -609788.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -609825.250000 Penalty: 3047.565674
	Iteration 24Q: 3 clusters Score -609825.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -609872.312500 Penalty: 3047.565674
	Iteration 25Q: 3 clusters Score -609872.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -609904.625000 Penalty: 3047.565674
	Iteration 26Q: 3 clusters Score -609904.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -609935.937500 Penalty: 3047.565674
	Iteration 27Q: 3 clusters Score -609935.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -609964.250000 Penalty: 3047.565674
	Iteration 28Q: 3 clusters Score -609964.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -609992.312500 Penalty: 3047.565674
	Iteration 29Q: 3 clusters Score -609992.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -610022.000000 Penalty: 3047.565674
	Iteration 30Q: 3 clusters Score -610022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -610046.562500 Penalty: 3047.565674
	Iteration 31Q: 3 clusters Score -610046.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -610063.875000 Penalty: 3047.565674
	Iteration 32Q: 3 clusters Score -610063.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -610076.687500 Penalty: 3047.565674
	Iteration 33Q: 3 clusters Score -610076.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -610082.812500 Penalty: 3047.565674
	Iteration 34Q: 3 clusters Score -610082.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -610089.875000 Penalty: 3047.565674
	Iteration 35Q: 3 clusters Score -610089.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -610092.937500 Penalty: 3047.565674
	Iteration 36Q: 3 clusters Score -610092.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -610096.375000 Penalty: 3047.565674
	Iteration 37Q: 3 clusters Score -610096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -610099.687500 Penalty: 3047.565674
	Iteration 38Q: 3 clusters Score -610099.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -610104.250000 Penalty: 3047.565674
	Iteration 39Q: 3 clusters Score -610104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -610107.312500 Penalty: 3047.565674
	Iteration 40F: 3 clusters Score -610107.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -610113.312500 Penalty: 3047.565674
	Iteration 41Q: 3 clusters Score -610113.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -610118.250000 Penalty: 3047.565674
	Iteration 42Q: 3 clusters Score -610118.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -610121.437500 Penalty: 3047.565674
	Iteration 43Q: 3 clusters Score -610121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -610125.687500 Penalty: 3047.565674
	Iteration 44Q: 3 clusters Score -610125.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -610131.937500 Penalty: 3047.565674
	Iteration 45Q: 3 clusters Score -610131.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -610137.937500 Penalty: 3047.565674
	Iteration 46Q: 3 clusters Score -610137.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -610145.187500 Penalty: 3047.565674
	Iteration 47Q: 3 clusters Score -610145.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -610148.375000 Penalty: 3047.565674
	Iteration 48Q: 3 clusters Score -610148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -610152.000000 Penalty: 3047.565674
	Iteration 49Q: 3 clusters Score -610152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -610154.437500 Penalty: 3047.565674
	Iteration 50Q: 3 clusters Score -610154.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -610158.937500 Penalty: 3047.565674
	Iteration 51Q: 3 clusters Score -610158.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -610162.500000 Penalty: 3047.565674
	Iteration 52Q: 3 clusters Score -610162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -610166.312500 Penalty: 3047.565674
	Iteration 53Q: 3 clusters Score -610166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -610169.937500 Penalty: 3047.565674
	Iteration 54Q: 3 clusters Score -610169.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -610174.562500 Penalty: 3047.565674
	Iteration 55Q: 3 clusters Score -610174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -610176.687500 Penalty: 3047.565674
	Iteration 56Q: 3 clusters Score -610176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -610178.062500 Penalty: 3047.565674
	Iteration 57Q: 3 clusters Score -610178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -610182.062500 Penalty: 3047.565674
	Iteration 58Q: 3 clusters Score -610182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -610184.562500 Penalty: 3047.565674
	Iteration 59Q: 3 clusters Score -610184.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -610187.812500 Penalty: 3047.565674
	Iteration 60F: 3 clusters Score -610187.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -610189.875000 Penalty: 3047.565674
	Iteration 61Q: 3 clusters Score -610189.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -610193.062500 Penalty: 3047.565674
	Iteration 62Q: 3 clusters Score -610193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -610194.375000 Penalty: 3047.565674
	Iteration 63Q: 3 clusters Score -610194.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -610197.437500 Penalty: 3047.565674
	Iteration 64Q: 3 clusters Score -610197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -610199.062500 Penalty: 3047.565674
	Iteration 65Q: 3 clusters Score -610199.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -610198.625000 Penalty: 3047.565674
	Iteration 66Q: 3 clusters Score -610198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -610201.312500 Penalty: 3047.565674
	Iteration 67Q: 3 clusters Score -610201.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -610202.500000 Penalty: 3047.565674
	Iteration 68Q: 3 clusters Score -610202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -610204.687500 Penalty: 3047.565674
	Iteration 69Q: 3 clusters Score -610204.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -610203.937500 Penalty: 3047.565674
	Iteration 70Q: 3 clusters Score -610203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -610205.625000 Penalty: 3047.565674
	Iteration 71Q: 3 clusters Score -610205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -610205.937500 Penalty: 3047.565674
	Iteration 72Q: 3 clusters Score -610205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -610206.812500 Penalty: 3047.565674
	Iteration 73Q: 3 clusters Score -610206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -610208.125000 Penalty: 3047.565674
	Iteration 74Q: 3 clusters Score -610208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -610209.312500 Penalty: 3047.565674
	Iteration 75Q: 3 clusters Score -610209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -610212.312500 Penalty: 3047.565674
	Iteration 76Q: 3 clusters Score -610212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -610214.500000 Penalty: 3047.565674
	Iteration 77Q: 3 clusters Score -610214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -610217.187500 Penalty: 3047.565674
	Iteration 78Q: 3 clusters Score -610217.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -610220.312500 Penalty: 3047.565674
	Iteration 79Q: 3 clusters Score -610220.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -610221.812500 Penalty: 3047.565674
	Iteration 80F: 3 clusters Score -610221.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -610225.437500 Penalty: 3047.565674
	Iteration 81Q: 3 clusters Score -610225.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -610229.937500 Penalty: 3047.565674
	Iteration 82Q: 3 clusters Score -610229.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -610239.750000 Penalty: 3047.565674
	Iteration 83Q: 3 clusters Score -610239.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -610246.000000 Penalty: 3047.565674
	Iteration 84Q: 3 clusters Score -610246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -610253.500000 Penalty: 3047.565674
	Iteration 85Q: 3 clusters Score -610253.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -610259.437500 Penalty: 3047.565674
	Iteration 86Q: 3 clusters Score -610259.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -610263.875000 Penalty: 3047.565674
	Iteration 87Q: 3 clusters Score -610263.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -610265.312500 Penalty: 3047.565674
	Iteration 88Q: 3 clusters Score -610265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -610265.312500 Penalty: 3047.565674
	Iteration 89Q: 3 clusters Score -610265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -610265.312500 Penalty: 3047.565674
	Iteration 90F: 3 clusters Score -610265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (209021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209021 members 
Entering Unmasked Estep 
Score: -10895662.000000 Penalty: 1990.655884
	Iteration 0F: 2 clusters Score -1.089566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -10755300.000000 Penalty: 3981.311768
	Iteration 0F: 3 clusters Score -1.07553e+07 nChanged 100856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -10815028.000000 Penalty: 3981.311768
	Iteration 1F: 3 clusters Score -1.081503e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112688 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -10816417.000000 Penalty: 3981.311768
	Iteration 2Q: 3 clusters Score -1.081642e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -10818557.000000 Penalty: 3981.311768
	Iteration 3Q: 3 clusters Score -1.081856e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -10822199.000000 Penalty: 3981.311768
	Iteration 4Q: 3 clusters Score -1.08222e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -10828781.000000 Penalty: 3981.311768
	Iteration 5F: 3 clusters Score -1.082878e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -10839920.000000 Penalty: 3981.311768
	Iteration 6F: 3 clusters Score -1.083992e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -10855779.000000 Penalty: 3981.311768
	Iteration 7F: 3 clusters Score -1.085578e+07 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185778 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -10871806.000000 Penalty: 3981.311768
	Iteration 8F: 3 clusters Score -1.087181e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197919 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -10883799.000000 Penalty: 3981.311768
	Iteration 9F: 3 clusters Score -1.08838e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204519 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10890093.000000 Penalty: 3981.311768
	Iteration 10Q: 3 clusters Score -1.089009e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207315 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10892544.000000 Penalty: 3981.311768
	Iteration 11Q: 3 clusters Score -1.089254e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208285 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10893345.000000 Penalty: 3981.311768
	Iteration 12Q: 3 clusters Score -1.089334e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208597 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10893602.000000 Penalty: 3981.311768
	Iteration 13Q: 3 clusters Score -1.08936e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208712 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10893759.000000 Penalty: 3981.311768
	Iteration 14Q: 3 clusters Score -1.089376e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208757 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10893835.000000 Penalty: 3981.311768
	Iteration 15Q: 3 clusters Score -1.089384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208774 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10893863.000000 Penalty: 3981.311768
	Iteration 16Q: 3 clusters Score -1.089386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208788 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10893887.000000 Penalty: 3981.311768
	Iteration 17Q: 3 clusters Score -1.089389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208795 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10893909.000000 Penalty: 3981.311768
	Iteration 18Q: 3 clusters Score -1.089391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208800 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10893911.000000 Penalty: 3981.311768
	Iteration 19Q: 3 clusters Score -1.089391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10893930.000000 Penalty: 3981.311768
	Iteration 20F: 3 clusters Score -1.089393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10893941.000000 Penalty: 3981.311768
	Iteration 21Q: 3 clusters Score -1.089394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208803 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10893938.000000 Penalty: 3981.311768
	Iteration 22Q: 3 clusters Score -1.089394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10893947.000000 Penalty: 3981.311768
	Iteration 23Q: 3 clusters Score -1.089395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10893944.000000 Penalty: 3981.311768
	Iteration 24Q: 3 clusters Score -1.089394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208802 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10893947.000000 Penalty: 3981.311768
	Iteration 25Q: 3 clusters Score -1.089395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208804 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10893952.000000 Penalty: 3981.311768
	Iteration 26Q: 3 clusters Score -1.089395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208807 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10893956.000000 Penalty: 3981.311768
	Iteration 27Q: 3 clusters Score -1.089396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208807 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10893971.000000 Penalty: 3981.311768
	Iteration 28Q: 3 clusters Score -1.089397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208809 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10893986.000000 Penalty: 3981.311768
	Iteration 29Q: 3 clusters Score -1.089399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10893989.000000 Penalty: 3981.311768
	Iteration 30Q: 3 clusters Score -1.089399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10893995.000000 Penalty: 3981.311768
	Iteration 31Q: 3 clusters Score -1.0894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208807 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10893997.000000 Penalty: 3981.311768
	Iteration 32Q: 3 clusters Score -1.0894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10893998.000000 Penalty: 3981.311768
	Iteration 33Q: 3 clusters Score -1.0894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208805 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10894001.000000 Penalty: 3981.311768
	Iteration 34Q: 3 clusters Score -1.0894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208805 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10894001.000000 Penalty: 3981.311768
	Iteration 35F: 3 clusters Score -1.0894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Entering Unmasked Estep 
Score: -856556.437500 Penalty: 1574.280151
	Iteration 0F: 2 clusters Score -856556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -845428.500000 Penalty: 3148.560303
	Iteration 0F: 3 clusters Score -845428.5 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -849487.187500 Penalty: 3148.560303
	Iteration 1F: 3 clusters Score -849487.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -849901.000000 Penalty: 3148.560303
	Iteration 2F: 3 clusters Score -849901 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -850286.000000 Penalty: 3148.560303
	Iteration 3F: 3 clusters Score -850286 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -850690.937500 Penalty: 3148.560303
	Iteration 4F: 3 clusters Score -850690.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -851124.750000 Penalty: 3148.560303
	Iteration 5Q: 3 clusters Score -851124.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -851590.000000 Penalty: 3148.560303
	Iteration 6Q: 3 clusters Score -851590 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -852079.562500 Penalty: 3148.560303
	Iteration 7Q: 3 clusters Score -852079.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -852595.562500 Penalty: 3148.560303
	Iteration 8Q: 3 clusters Score -852595.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -853100.812500 Penalty: 3148.560303
	Iteration 9Q: 3 clusters Score -853100.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -853497.937500 Penalty: 3148.560303
	Iteration 10Q: 3 clusters Score -853497.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -853752.000000 Penalty: 3148.560303
	Iteration 11Q: 3 clusters Score -853752 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -853910.500000 Penalty: 3148.560303
	Iteration 12Q: 3 clusters Score -853910.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -854047.750000 Penalty: 3148.560303
	Iteration 13Q: 3 clusters Score -854047.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -854152.437500 Penalty: 3148.560303
	Iteration 14Q: 3 clusters Score -854152.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -854240.375000 Penalty: 3148.560303
	Iteration 15Q: 3 clusters Score -854240.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -854322.000000 Penalty: 3148.560303
	Iteration 16Q: 3 clusters Score -854322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -854411.625000 Penalty: 3148.560303
	Iteration 17Q: 3 clusters Score -854411.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -854490.812500 Penalty: 3148.560303
	Iteration 18Q: 3 clusters Score -854490.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -854587.312500 Penalty: 3148.560303
	Iteration 19Q: 3 clusters Score -854587.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -854680.500000 Penalty: 3148.560303
	Iteration 20F: 3 clusters Score -854680.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -854754.500000 Penalty: 3148.560303
	Iteration 21Q: 3 clusters Score -854754.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -854819.687500 Penalty: 3148.560303
	Iteration 22Q: 3 clusters Score -854819.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -854884.625000 Penalty: 3148.560303
	Iteration 23Q: 3 clusters Score -854884.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -854931.625000 Penalty: 3148.560303
	Iteration 24Q: 3 clusters Score -854931.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -854976.812500 Penalty: 3148.560303
	Iteration 25Q: 3 clusters Score -854976.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -855020.312500 Penalty: 3148.560303
	Iteration 26Q: 3 clusters Score -855020.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -855061.500000 Penalty: 3148.560303
	Iteration 27Q: 3 clusters Score -855061.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -855094.937500 Penalty: 3148.560303
	Iteration 28Q: 3 clusters Score -855094.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -855116.687500 Penalty: 3148.560303
	Iteration 29Q: 3 clusters Score -855116.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -855134.062500 Penalty: 3148.560303
	Iteration 30Q: 3 clusters Score -855134.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -855146.875000 Penalty: 3148.560303
	Iteration 31Q: 3 clusters Score -855146.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -855151.437500 Penalty: 3148.560303
	Iteration 32Q: 3 clusters Score -855151.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -855161.937500 Penalty: 3148.560303
	Iteration 33Q: 3 clusters Score -855161.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -855168.375000 Penalty: 3148.560303
	Iteration 34Q: 3 clusters Score -855168.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -855173.500000 Penalty: 3148.560303
	Iteration 35Q: 3 clusters Score -855173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -855180.250000 Penalty: 3148.560303
	Iteration 36Q: 3 clusters Score -855180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -855183.125000 Penalty: 3148.560303
	Iteration 37Q: 3 clusters Score -855183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -855189.250000 Penalty: 3148.560303
	Iteration 38Q: 3 clusters Score -855189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -855193.750000 Penalty: 3148.560303
	Iteration 39Q: 3 clusters Score -855193.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -855201.500000 Penalty: 3148.560303
	Iteration 40F: 3 clusters Score -855201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -855202.750000 Penalty: 3148.560303
	Iteration 41Q: 3 clusters Score -855202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -855207.687500 Penalty: 3148.560303
	Iteration 42Q: 3 clusters Score -855207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -855211.625000 Penalty: 3148.560303
	Iteration 43Q: 3 clusters Score -855211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -855209.562500 Penalty: 3148.560303
	Iteration 44Q: 3 clusters Score -855209.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -855210.375000 Penalty: 3148.560303
	Iteration 45Q: 3 clusters Score -855210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -855211.812500 Penalty: 3148.560303
	Iteration 46Q: 3 clusters Score -855211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -855213.000000 Penalty: 3148.560303
	Iteration 47Q: 3 clusters Score -855213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -855218.750000 Penalty: 3148.560303
	Iteration 48Q: 3 clusters Score -855218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -855219.937500 Penalty: 3148.560303
	Iteration 49Q: 3 clusters Score -855219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -855226.062500 Penalty: 3148.560303
	Iteration 50Q: 3 clusters Score -855226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -855228.187500 Penalty: 3148.560303
	Iteration 51Q: 3 clusters Score -855228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -855228.312500 Penalty: 3148.560303
	Iteration 52Q: 3 clusters Score -855228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -855227.625000 Penalty: 3148.560303
	Iteration 53Q: 3 clusters Score -855227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -855227.687500 Penalty: 3148.560303
	Iteration 54Q: 3 clusters Score -855227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -855228.375000 Penalty: 3148.560303
	Iteration 55Q: 3 clusters Score -855228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -855228.375000 Penalty: 3148.560303
	Iteration 56F: 3 clusters Score -855228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Entering Unmasked Estep 
Score: -3071851.500000 Penalty: 1784.859253
	Iteration 0F: 2 clusters Score -3071852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3032717.000000 Penalty: 3569.718506
	Iteration 0F: 3 clusters Score -3032717 nChanged 27727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3048201.750000 Penalty: 3569.718506
	Iteration 1F: 3 clusters Score -3048202 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3048712.250000 Penalty: 3569.718506
	Iteration 2Q: 3 clusters Score -3048712 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3049196.250000 Penalty: 3569.718506
	Iteration 3Q: 3 clusters Score -3049196 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3049859.000000 Penalty: 3569.718506
	Iteration 4Q: 3 clusters Score -3049859 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3050962.500000 Penalty: 3569.718506
	Iteration 5Q: 3 clusters Score -3050962 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -3052807.500000 Penalty: 3569.718506
	Iteration 6F: 3 clusters Score -3052808 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -3055599.250000 Penalty: 3569.718506
	Iteration 7F: 3 clusters Score -3055599 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -3059159.750000 Penalty: 3569.718506
	Iteration 8F: 3 clusters Score -3059160 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -3062464.750000 Penalty: 3569.718506
	Iteration 9F: 3 clusters Score -3062465 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -3065058.500000 Penalty: 3569.718506
	Iteration 10F: 3 clusters Score -3065058 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -3066891.500000 Penalty: 3569.718506
	Iteration 11Q: 3 clusters Score -3066892 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -3068112.500000 Penalty: 3569.718506
	Iteration 12Q: 3 clusters Score -3068112 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -3068941.500000 Penalty: 3569.718506
	Iteration 13Q: 3 clusters Score -3068942 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -3069466.750000 Penalty: 3569.718506
	Iteration 14Q: 3 clusters Score -3069467 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -3069779.500000 Penalty: 3569.718506
	Iteration 15Q: 3 clusters Score -3069780 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -3069945.250000 Penalty: 3569.718506
	Iteration 16Q: 3 clusters Score -3069945 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -3070054.500000 Penalty: 3569.718506
	Iteration 17Q: 3 clusters Score -3070054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -3070139.500000 Penalty: 3569.718506
	Iteration 18Q: 3 clusters Score -3070140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -3070194.500000 Penalty: 3569.718506
	Iteration 19Q: 3 clusters Score -3070194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -3070231.250000 Penalty: 3569.718506
	Iteration 20F: 3 clusters Score -3070231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -3070263.750000 Penalty: 3569.718506
	Iteration 21Q: 3 clusters Score -3070264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -3070291.000000 Penalty: 3569.718506
	Iteration 22Q: 3 clusters Score -3070291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -3070310.000000 Penalty: 3569.718506
	Iteration 23Q: 3 clusters Score -3070310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -3070331.750000 Penalty: 3569.718506
	Iteration 24Q: 3 clusters Score -3070332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -3070338.000000 Penalty: 3569.718506
	Iteration 25Q: 3 clusters Score -3070338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -3070341.000000 Penalty: 3569.718506
	Iteration 26Q: 3 clusters Score -3070341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -3070345.500000 Penalty: 3569.718506
	Iteration 27Q: 3 clusters Score -3070346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -3070348.000000 Penalty: 3569.718506
	Iteration 28Q: 3 clusters Score -3070348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -3070347.750000 Penalty: 3569.718506
	Iteration 29Q: 3 clusters Score -3070348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -3070351.000000 Penalty: 3569.718506
	Iteration 30Q: 3 clusters Score -3070351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -3070353.750000 Penalty: 3569.718506
	Iteration 31Q: 3 clusters Score -3070354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -3070359.500000 Penalty: 3569.718506
	Iteration 32Q: 3 clusters Score -3070360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -3070363.000000 Penalty: 3569.718506
	Iteration 33Q: 3 clusters Score -3070363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -3070364.250000 Penalty: 3569.718506
	Iteration 34Q: 3 clusters Score -3070364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -3070368.750000 Penalty: 3569.718506
	Iteration 35Q: 3 clusters Score -3070369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -3070369.000000 Penalty: 3569.718506
	Iteration 36Q: 3 clusters Score -3070369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -3070369.000000 Penalty: 3569.718506
	Iteration 37F: 3 clusters Score -3070369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -189688.593750 Penalty: 1341.698608
	Iteration 0F: 2 clusters Score -189688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -186451.687500 Penalty: 2683.397217
	Iteration 0F: 3 clusters Score -186451.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -187283.796875 Penalty: 2683.397217
	Iteration 1F: 3 clusters Score -187283.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -187427.546875 Penalty: 2683.397217
	Iteration 2F: 3 clusters Score -187427.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -187509.406250 Penalty: 2683.397217
	Iteration 3Q: 3 clusters Score -187509.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -187568.734375 Penalty: 2683.397217
	Iteration 4Q: 3 clusters Score -187568.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -187616.421875 Penalty: 2683.397217
	Iteration 5Q: 3 clusters Score -187616.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -187646.968750 Penalty: 2683.397217
	Iteration 6Q: 3 clusters Score -187647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -187682.890625 Penalty: 2683.397217
	Iteration 7Q: 3 clusters Score -187682.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -187718.625000 Penalty: 2683.397217
	Iteration 8Q: 3 clusters Score -187718.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -187758.390625 Penalty: 2683.397217
	Iteration 9Q: 3 clusters Score -187758.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -187803.234375 Penalty: 2683.397217
	Iteration 10Q: 3 clusters Score -187803.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -187854.718750 Penalty: 2683.397217
	Iteration 11Q: 3 clusters Score -187854.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -187914.312500 Penalty: 2683.397217
	Iteration 12Q: 3 clusters Score -187914.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -187977.578125 Penalty: 2683.397217
	Iteration 13Q: 3 clusters Score -187977.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -188056.578125 Penalty: 2683.397217
	Iteration 14Q: 3 clusters Score -188056.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -188139.953125 Penalty: 2683.397217
	Iteration 15Q: 3 clusters Score -188140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -188228.187500 Penalty: 2683.397217
	Iteration 16Q: 3 clusters Score -188228.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -188331.937500 Penalty: 2683.397217
	Iteration 17Q: 3 clusters Score -188331.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -188424.859375 Penalty: 2683.397217
	Iteration 18Q: 3 clusters Score -188424.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -188482.812500 Penalty: 2683.397217
	Iteration 19Q: 3 clusters Score -188482.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -188515.671875 Penalty: 2683.397217
	Iteration 20F: 3 clusters Score -188515.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -188539.328125 Penalty: 2683.397217
	Iteration 21Q: 3 clusters Score -188539.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -188558.109375 Penalty: 2683.397217
	Iteration 22Q: 3 clusters Score -188558.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -188574.421875 Penalty: 2683.397217
	Iteration 23Q: 3 clusters Score -188574.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -188583.093750 Penalty: 2683.397217
	Iteration 24Q: 3 clusters Score -188583.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -188590.281250 Penalty: 2683.397217
	Iteration 25Q: 3 clusters Score -188590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -188594.125000 Penalty: 2683.397217
	Iteration 26Q: 3 clusters Score -188594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188595.828125 Penalty: 2683.397217
	Iteration 27Q: 3 clusters Score -188595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188596.812500 Penalty: 2683.397217
	Iteration 28Q: 3 clusters Score -188596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -188597.062500 Penalty: 2683.397217
	Iteration 29Q: 3 clusters Score -188597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188597.406250 Penalty: 2683.397217
	Iteration 30Q: 3 clusters Score -188597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -188597.640625 Penalty: 2683.397217
	Iteration 31Q: 3 clusters Score -188597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -188598.828125 Penalty: 2683.397217
	Iteration 32Q: 3 clusters Score -188598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -188598.828125 Penalty: 2683.397217
	Iteration 33F: 3 clusters Score -188598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Entering Unmasked Estep 
Score: -3557863.000000 Penalty: 1808.576538
	Iteration 0F: 2 clusters Score -3557863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -3512301.250000 Penalty: 3617.153076
	Iteration 0F: 3 clusters Score -3512301 nChanged 32424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -3530623.750000 Penalty: 3617.153076
	Iteration 1F: 3 clusters Score -3530624 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -3531396.000000 Penalty: 3617.153076
	Iteration 2Q: 3 clusters Score -3531396 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -3532630.250000 Penalty: 3617.153076
	Iteration 3Q: 3 clusters Score -3532630 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -3534905.250000 Penalty: 3617.153076
	Iteration 4F: 3 clusters Score -3534905 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -3538847.750000 Penalty: 3617.153076
	Iteration 5F: 3 clusters Score -3538848 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -3544399.750000 Penalty: 3617.153076
	Iteration 6F: 3 clusters Score -3544400 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -3550279.500000 Penalty: 3617.153076
	Iteration 7F: 3 clusters Score -3550280 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -3554024.750000 Penalty: 3617.153076
	Iteration 8F: 3 clusters Score -3554025 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -3555519.500000 Penalty: 3617.153076
	Iteration 9Q: 3 clusters Score -3555520 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -3556022.250000 Penalty: 3617.153076
	Iteration 10Q: 3 clusters Score -3556022 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -3556178.000000 Penalty: 3617.153076
	Iteration 11Q: 3 clusters Score -3556178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -3556249.500000 Penalty: 3617.153076
	Iteration 12Q: 3 clusters Score -3556250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -3556278.000000 Penalty: 3617.153076
	Iteration 13Q: 3 clusters Score -3556278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -3556299.000000 Penalty: 3617.153076
	Iteration 14Q: 3 clusters Score -3556299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -3556313.000000 Penalty: 3617.153076
	Iteration 15Q: 3 clusters Score -3556313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -3556319.500000 Penalty: 3617.153076
	Iteration 16Q: 3 clusters Score -3556320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -3556323.750000 Penalty: 3617.153076
	Iteration 17Q: 3 clusters Score -3556324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -3556339.000000 Penalty: 3617.153076
	Iteration 18Q: 3 clusters Score -3556339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -3556352.000000 Penalty: 3617.153076
	Iteration 19Q: 3 clusters Score -3556352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -3556355.000000 Penalty: 3617.153076
	Iteration 20F: 3 clusters Score -3556355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -3556354.250000 Penalty: 3617.153076
	Iteration 21Q: 3 clusters Score -3556354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -3556354.250000 Penalty: 3617.153076
	Iteration 22Q: 3 clusters Score -3556354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -3556354.250000 Penalty: 3617.153076
	Iteration 23F: 3 clusters Score -3556354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Entering Unmasked Estep 
Score: -984984.687500 Penalty: 1597.226685
	Iteration 0F: 2 clusters Score -984984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -972199.375000 Penalty: 3194.453369
	Iteration 0F: 3 clusters Score -972199.4 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -976748.500000 Penalty: 3194.453369
	Iteration 1F: 3 clusters Score -976748.5 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -977121.562500 Penalty: 3194.453369
	Iteration 2F: 3 clusters Score -977121.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -977482.125000 Penalty: 3194.453369
	Iteration 3Q: 3 clusters Score -977482.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -977842.375000 Penalty: 3194.453369
	Iteration 4Q: 3 clusters Score -977842.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -978192.125000 Penalty: 3194.453369
	Iteration 5Q: 3 clusters Score -978192.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -978613.375000 Penalty: 3194.453369
	Iteration 6Q: 3 clusters Score -978613.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -979085.625000 Penalty: 3194.453369
	Iteration 7Q: 3 clusters Score -979085.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -979649.062500 Penalty: 3194.453369
	Iteration 8F: 3 clusters Score -979649.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -980335.375000 Penalty: 3194.453369
	Iteration 9F: 3 clusters Score -980335.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -981066.187500 Penalty: 3194.453369
	Iteration 10F: 3 clusters Score -981066.2 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -981659.937500 Penalty: 3194.453369
	Iteration 11Q: 3 clusters Score -981659.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -982016.250000 Penalty: 3194.453369
	Iteration 12Q: 3 clusters Score -982016.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -982206.687500 Penalty: 3194.453369
	Iteration 13Q: 3 clusters Score -982206.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -982338.562500 Penalty: 3194.453369
	Iteration 14Q: 3 clusters Score -982338.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -982426.375000 Penalty: 3194.453369
	Iteration 15Q: 3 clusters Score -982426.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -982507.625000 Penalty: 3194.453369
	Iteration 16Q: 3 clusters Score -982507.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -982579.500000 Penalty: 3194.453369
	Iteration 17Q: 3 clusters Score -982579.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -982639.375000 Penalty: 3194.453369
	Iteration 18Q: 3 clusters Score -982639.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -982699.812500 Penalty: 3194.453369
	Iteration 19Q: 3 clusters Score -982699.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -982743.000000 Penalty: 3194.453369
	Iteration 20F: 3 clusters Score -982743 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -982782.500000 Penalty: 3194.453369
	Iteration 21Q: 3 clusters Score -982782.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -982816.812500 Penalty: 3194.453369
	Iteration 22Q: 3 clusters Score -982816.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -982846.250000 Penalty: 3194.453369
	Iteration 23Q: 3 clusters Score -982846.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -982874.000000 Penalty: 3194.453369
	Iteration 24Q: 3 clusters Score -982874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -982890.812500 Penalty: 3194.453369
	Iteration 25Q: 3 clusters Score -982890.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -982906.437500 Penalty: 3194.453369
	Iteration 26Q: 3 clusters Score -982906.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -982919.812500 Penalty: 3194.453369
	Iteration 27Q: 3 clusters Score -982919.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -982935.062500 Penalty: 3194.453369
	Iteration 28Q: 3 clusters Score -982935.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -982950.187500 Penalty: 3194.453369
	Iteration 29Q: 3 clusters Score -982950.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -982962.500000 Penalty: 3194.453369
	Iteration 30Q: 3 clusters Score -982962.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -982969.750000 Penalty: 3194.453369
	Iteration 31Q: 3 clusters Score -982969.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -982983.875000 Penalty: 3194.453369
	Iteration 32Q: 3 clusters Score -982983.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -982993.687500 Penalty: 3194.453369
	Iteration 33Q: 3 clusters Score -982993.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -983002.625000 Penalty: 3194.453369
	Iteration 34Q: 3 clusters Score -983002.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -983013.437500 Penalty: 3194.453369
	Iteration 35Q: 3 clusters Score -983013.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -983023.375000 Penalty: 3194.453369
	Iteration 36Q: 3 clusters Score -983023.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -983031.000000 Penalty: 3194.453369
	Iteration 37Q: 3 clusters Score -983031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -983040.250000 Penalty: 3194.453369
	Iteration 38Q: 3 clusters Score -983040.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -983048.062500 Penalty: 3194.453369
	Iteration 39Q: 3 clusters Score -983048.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -983059.562500 Penalty: 3194.453369
	Iteration 40F: 3 clusters Score -983059.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -983075.562500 Penalty: 3194.453369
	Iteration 41Q: 3 clusters Score -983075.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -983087.562500 Penalty: 3194.453369
	Iteration 42Q: 3 clusters Score -983087.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -983097.625000 Penalty: 3194.453369
	Iteration 43Q: 3 clusters Score -983097.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -983109.000000 Penalty: 3194.453369
	Iteration 44Q: 3 clusters Score -983109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -983116.625000 Penalty: 3194.453369
	Iteration 45Q: 3 clusters Score -983116.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -983130.687500 Penalty: 3194.453369
	Iteration 46Q: 3 clusters Score -983130.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -983141.937500 Penalty: 3194.453369
	Iteration 47Q: 3 clusters Score -983141.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -983155.687500 Penalty: 3194.453369
	Iteration 48Q: 3 clusters Score -983155.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -983168.187500 Penalty: 3194.453369
	Iteration 49Q: 3 clusters Score -983168.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -983178.437500 Penalty: 3194.453369
	Iteration 50Q: 3 clusters Score -983178.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -983192.750000 Penalty: 3194.453369
	Iteration 51Q: 3 clusters Score -983192.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -983204.125000 Penalty: 3194.453369
	Iteration 52Q: 3 clusters Score -983204.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -983219.375000 Penalty: 3194.453369
	Iteration 53Q: 3 clusters Score -983219.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -983225.062500 Penalty: 3194.453369
	Iteration 54Q: 3 clusters Score -983225.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -983235.000000 Penalty: 3194.453369
	Iteration 55Q: 3 clusters Score -983235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -983248.562500 Penalty: 3194.453369
	Iteration 56Q: 3 clusters Score -983248.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -983260.937500 Penalty: 3194.453369
	Iteration 57Q: 3 clusters Score -983260.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -983278.562500 Penalty: 3194.453369
	Iteration 58Q: 3 clusters Score -983278.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -983290.125000 Penalty: 3194.453369
	Iteration 59Q: 3 clusters Score -983290.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -983312.062500 Penalty: 3194.453369
	Iteration 60F: 3 clusters Score -983312.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -983331.750000 Penalty: 3194.453369
	Iteration 61Q: 3 clusters Score -983331.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -983355.750000 Penalty: 3194.453369
	Iteration 62Q: 3 clusters Score -983355.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -983369.187500 Penalty: 3194.453369
	Iteration 63Q: 3 clusters Score -983369.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -983386.500000 Penalty: 3194.453369
	Iteration 64Q: 3 clusters Score -983386.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -983403.187500 Penalty: 3194.453369
	Iteration 65Q: 3 clusters Score -983403.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -983416.312500 Penalty: 3194.453369
	Iteration 66Q: 3 clusters Score -983416.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -983428.187500 Penalty: 3194.453369
	Iteration 67Q: 3 clusters Score -983428.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -983443.625000 Penalty: 3194.453369
	Iteration 68Q: 3 clusters Score -983443.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -983455.562500 Penalty: 3194.453369
	Iteration 69Q: 3 clusters Score -983455.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -983470.062500 Penalty: 3194.453369
	Iteration 70Q: 3 clusters Score -983470.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -983488.250000 Penalty: 3194.453369
	Iteration 71Q: 3 clusters Score -983488.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -983508.750000 Penalty: 3194.453369
	Iteration 72Q: 3 clusters Score -983508.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -983523.750000 Penalty: 3194.453369
	Iteration 73Q: 3 clusters Score -983523.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -983547.687500 Penalty: 3194.453369
	Iteration 74Q: 3 clusters Score -983547.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -983565.250000 Penalty: 3194.453369
	Iteration 75Q: 3 clusters Score -983565.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -983575.562500 Penalty: 3194.453369
	Iteration 76Q: 3 clusters Score -983575.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -983589.875000 Penalty: 3194.453369
	Iteration 77Q: 3 clusters Score -983589.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -983602.437500 Penalty: 3194.453369
	Iteration 78Q: 3 clusters Score -983602.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -983613.000000 Penalty: 3194.453369
	Iteration 79Q: 3 clusters Score -983613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -983619.625000 Penalty: 3194.453369
	Iteration 80F: 3 clusters Score -983619.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -983621.750000 Penalty: 3194.453369
	Iteration 81Q: 3 clusters Score -983621.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -983627.687500 Penalty: 3194.453369
	Iteration 82Q: 3 clusters Score -983627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -983635.625000 Penalty: 3194.453369
	Iteration 83Q: 3 clusters Score -983635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -983636.500000 Penalty: 3194.453369
	Iteration 84Q: 3 clusters Score -983636.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -983638.750000 Penalty: 3194.453369
	Iteration 85Q: 3 clusters Score -983638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -983640.812500 Penalty: 3194.453369
	Iteration 86Q: 3 clusters Score -983640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -983643.500000 Penalty: 3194.453369
	Iteration 87Q: 3 clusters Score -983643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -983642.187500 Penalty: 3194.453369
	Iteration 88Q: 3 clusters Score -983642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -983642.312500 Penalty: 3194.453369
	Iteration 89Q: 3 clusters Score -983642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -983642.375000 Penalty: 3194.453369
	Iteration 90Q: 3 clusters Score -983642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -983642.812500 Penalty: 3194.453369
	Iteration 91Q: 3 clusters Score -983642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -983642.687500 Penalty: 3194.453369
	Iteration 92Q: 3 clusters Score -983642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -983641.750000 Penalty: 3194.453369
	Iteration 93Q: 3 clusters Score -983641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -983643.437500 Penalty: 3194.453369
	Iteration 94Q: 3 clusters Score -983643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -983642.937500 Penalty: 3194.453369
	Iteration 95Q: 3 clusters Score -983642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -983645.062500 Penalty: 3194.453369
	Iteration 96Q: 3 clusters Score -983645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -983646.125000 Penalty: 3194.453369
	Iteration 97Q: 3 clusters Score -983646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -983645.437500 Penalty: 3194.453369
	Iteration 98Q: 3 clusters Score -983645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -983646.187500 Penalty: 3194.453369
	Iteration 99Q: 3 clusters Score -983646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -983647.000000 Penalty: 3194.453369
	Iteration 100F: 3 clusters Score -983647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -261044.062500 Penalty: 1406.755127
	Iteration 0F: 2 clusters Score -261044.1 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 2894 members 
Entering Unmasked Estep 
Score: -256610.656250 Penalty: 2813.510254
	Iteration 0F: 3 clusters Score -256610.7 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -258058.453125 Penalty: 2813.510254
	Iteration 1F: 3 clusters Score -258058.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -258328.250000 Penalty: 2813.510254
	Iteration 2F: 3 clusters Score -258328.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -258518.453125 Penalty: 2813.510254
	Iteration 3F: 3 clusters Score -258518.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -258670.187500 Penalty: 2813.510254
	Iteration 4Q: 3 clusters Score -258670.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -258819.093750 Penalty: 2813.510254
	Iteration 5Q: 3 clusters Score -258819.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -258947.500000 Penalty: 2813.510254
	Iteration 6Q: 3 clusters Score -258947.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -259071.312500 Penalty: 2813.510254
	Iteration 7Q: 3 clusters Score -259071.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -259173.812500 Penalty: 2813.510254
	Iteration 8Q: 3 clusters Score -259173.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -259255.078125 Penalty: 2813.510254
	Iteration 9Q: 3 clusters Score -259255.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -259302.890625 Penalty: 2813.510254
	Iteration 10Q: 3 clusters Score -259302.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -259347.375000 Penalty: 2813.510254
	Iteration 11Q: 3 clusters Score -259347.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -259388.375000 Penalty: 2813.510254
	Iteration 12Q: 3 clusters Score -259388.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -259427.406250 Penalty: 2813.510254
	Iteration 13Q: 3 clusters Score -259427.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -259461.375000 Penalty: 2813.510254
	Iteration 14Q: 3 clusters Score -259461.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -259484.937500 Penalty: 2813.510254
	Iteration 15Q: 3 clusters Score -259484.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -259508.171875 Penalty: 2813.510254
	Iteration 16Q: 3 clusters Score -259508.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -259533.421875 Penalty: 2813.510254
	Iteration 17Q: 3 clusters Score -259533.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -259559.671875 Penalty: 2813.510254
	Iteration 18Q: 3 clusters Score -259559.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -259582.421875 Penalty: 2813.510254
	Iteration 19Q: 3 clusters Score -259582.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -259596.187500 Penalty: 2813.510254
	Iteration 20F: 3 clusters Score -259596.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -259608.703125 Penalty: 2813.510254
	Iteration 21Q: 3 clusters Score -259608.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -259623.796875 Penalty: 2813.510254
	Iteration 22Q: 3 clusters Score -259623.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -259635.953125 Penalty: 2813.510254
	Iteration 23Q: 3 clusters Score -259636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -259645.078125 Penalty: 2813.510254
	Iteration 24Q: 3 clusters Score -259645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -259654.203125 Penalty: 2813.510254
	Iteration 25Q: 3 clusters Score -259654.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -259662.687500 Penalty: 2813.510254
	Iteration 26Q: 3 clusters Score -259662.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -259673.484375 Penalty: 2813.510254
	Iteration 27Q: 3 clusters Score -259673.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -259681.671875 Penalty: 2813.510254
	Iteration 28Q: 3 clusters Score -259681.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -259685.843750 Penalty: 2813.510254
	Iteration 29Q: 3 clusters Score -259685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -259693.046875 Penalty: 2813.510254
	Iteration 30Q: 3 clusters Score -259693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -259704.734375 Penalty: 2813.510254
	Iteration 31Q: 3 clusters Score -259704.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -259712.812500 Penalty: 2813.510254
	Iteration 32Q: 3 clusters Score -259712.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -259722.031250 Penalty: 2813.510254
	Iteration 33Q: 3 clusters Score -259722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -259728.796875 Penalty: 2813.510254
	Iteration 34Q: 3 clusters Score -259728.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -259734.687500 Penalty: 2813.510254
	Iteration 35Q: 3 clusters Score -259734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -259738.875000 Penalty: 2813.510254
	Iteration 36Q: 3 clusters Score -259738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -259744.750000 Penalty: 2813.510254
	Iteration 37Q: 3 clusters Score -259744.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -259749.343750 Penalty: 2813.510254
	Iteration 38Q: 3 clusters Score -259749.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -259752.625000 Penalty: 2813.510254
	Iteration 39Q: 3 clusters Score -259752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -259757.625000 Penalty: 2813.510254
	Iteration 40F: 3 clusters Score -259757.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -259766.359375 Penalty: 2813.510254
	Iteration 41Q: 3 clusters Score -259766.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -259778.515625 Penalty: 2813.510254
	Iteration 42Q: 3 clusters Score -259778.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -259787.484375 Penalty: 2813.510254
	Iteration 43Q: 3 clusters Score -259787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -259798.296875 Penalty: 2813.510254
	Iteration 44Q: 3 clusters Score -259798.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -259808.562500 Penalty: 2813.510254
	Iteration 45Q: 3 clusters Score -259808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -259815.515625 Penalty: 2813.510254
	Iteration 46Q: 3 clusters Score -259815.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -259819.546875 Penalty: 2813.510254
	Iteration 47Q: 3 clusters Score -259819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -259821.812500 Penalty: 2813.510254
	Iteration 48Q: 3 clusters Score -259821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -259824.578125 Penalty: 2813.510254
	Iteration 49Q: 3 clusters Score -259824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -259826.593750 Penalty: 2813.510254
	Iteration 50Q: 3 clusters Score -259826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -259828.484375 Penalty: 2813.510254
	Iteration 51Q: 3 clusters Score -259828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -259830.250000 Penalty: 2813.510254
	Iteration 52Q: 3 clusters Score -259830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -259833.968750 Penalty: 2813.510254
	Iteration 53Q: 3 clusters Score -259834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -259836.984375 Penalty: 2813.510254
	Iteration 54Q: 3 clusters Score -259837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -259841.906250 Penalty: 2813.510254
	Iteration 55Q: 3 clusters Score -259841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -259843.421875 Penalty: 2813.510254
	Iteration 56Q: 3 clusters Score -259843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -259845.500000 Penalty: 2813.510254
	Iteration 57Q: 3 clusters Score -259845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -259847.859375 Penalty: 2813.510254
	Iteration 58Q: 3 clusters Score -259847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -259848.859375 Penalty: 2813.510254
	Iteration 59Q: 3 clusters Score -259848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -259851.031250 Penalty: 2813.510254
	Iteration 60F: 3 clusters Score -259851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -259851.640625 Penalty: 2813.510254
	Iteration 61Q: 3 clusters Score -259851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -259852.171875 Penalty: 2813.510254
	Iteration 62Q: 3 clusters Score -259852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -259852.156250 Penalty: 2813.510254
	Iteration 63Q: 3 clusters Score -259852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -259854.140625 Penalty: 2813.510254
	Iteration 64Q: 3 clusters Score -259854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -259855.390625 Penalty: 2813.510254
	Iteration 65Q: 3 clusters Score -259855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -259855.375000 Penalty: 2813.510254
	Iteration 66Q: 3 clusters Score -259855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -259855.750000 Penalty: 2813.510254
	Iteration 67Q: 3 clusters Score -259855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -259856.078125 Penalty: 2813.510254
	Iteration 68Q: 3 clusters Score -259856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -259856.890625 Penalty: 2813.510254
	Iteration 69Q: 3 clusters Score -259856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -259857.828125 Penalty: 2813.510254
	Iteration 70Q: 3 clusters Score -259857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -259858.656250 Penalty: 2813.510254
	Iteration 71Q: 3 clusters Score -259858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -259860.000000 Penalty: 2813.510254
	Iteration 72Q: 3 clusters Score -259860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -259860.875000 Penalty: 2813.510254
	Iteration 73Q: 3 clusters Score -259860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -259861.468750 Penalty: 2813.510254
	Iteration 74Q: 3 clusters Score -259861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -259862.328125 Penalty: 2813.510254
	Iteration 75Q: 3 clusters Score -259862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -259862.328125 Penalty: 2813.510254
	Iteration 76F: 3 clusters Score -259862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Entering Unmasked Estep 
Score: -2834141.000000 Penalty: 1772.848755
	Iteration 0F: 2 clusters Score -2834141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2797300.000000 Penalty: 3545.697510
	Iteration 0F: 3 clusters Score -2797300 nChanged 25958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2812399.500000 Penalty: 3545.697510
	Iteration 1F: 3 clusters Score -2812400 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2812899.000000 Penalty: 3545.697510
	Iteration 2Q: 3 clusters Score -2812899 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2813398.500000 Penalty: 3545.697510
	Iteration 3Q: 3 clusters Score -2813398 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2814035.750000 Penalty: 3545.697510
	Iteration 4Q: 3 clusters Score -2814036 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2814872.750000 Penalty: 3545.697510
	Iteration 5Q: 3 clusters Score -2814873 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2816010.750000 Penalty: 3545.697510
	Iteration 6Q: 3 clusters Score -2816011 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2817570.250000 Penalty: 3545.697510
	Iteration 7F: 3 clusters Score -2817570 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2819389.250000 Penalty: 3545.697510
	Iteration 8F: 3 clusters Score -2819389 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2821358.000000 Penalty: 3545.697510
	Iteration 9F: 3 clusters Score -2821358 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2823418.250000 Penalty: 3545.697510
	Iteration 10F: 3 clusters Score -2823418 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2825345.750000 Penalty: 3545.697510
	Iteration 11Q: 3 clusters Score -2825346 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2827004.000000 Penalty: 3545.697510
	Iteration 12Q: 3 clusters Score -2827004 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2828406.500000 Penalty: 3545.697510
	Iteration 13Q: 3 clusters Score -2828406 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2829415.500000 Penalty: 3545.697510
	Iteration 14Q: 3 clusters Score -2829416 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2830259.750000 Penalty: 3545.697510
	Iteration 15Q: 3 clusters Score -2830260 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2830843.250000 Penalty: 3545.697510
	Iteration 16Q: 3 clusters Score -2830843 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2831330.750000 Penalty: 3545.697510
	Iteration 17Q: 3 clusters Score -2831331 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2831708.750000 Penalty: 3545.697510
	Iteration 18Q: 3 clusters Score -2831709 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2831974.250000 Penalty: 3545.697510
	Iteration 19Q: 3 clusters Score -2831974 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2832172.500000 Penalty: 3545.697510
	Iteration 20F: 3 clusters Score -2832172 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2832325.250000 Penalty: 3545.697510
	Iteration 21Q: 3 clusters Score -2832325 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2832401.500000 Penalty: 3545.697510
	Iteration 22Q: 3 clusters Score -2832402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2832461.250000 Penalty: 3545.697510
	Iteration 23Q: 3 clusters Score -2832461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2832499.750000 Penalty: 3545.697510
	Iteration 24Q: 3 clusters Score -2832500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2832543.750000 Penalty: 3545.697510
	Iteration 25Q: 3 clusters Score -2832544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2832560.250000 Penalty: 3545.697510
	Iteration 26Q: 3 clusters Score -2832560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2832575.750000 Penalty: 3545.697510
	Iteration 27Q: 3 clusters Score -2832576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2832596.000000 Penalty: 3545.697510
	Iteration 28Q: 3 clusters Score -2832596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2832623.250000 Penalty: 3545.697510
	Iteration 29Q: 3 clusters Score -2832623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2832645.500000 Penalty: 3545.697510
	Iteration 30Q: 3 clusters Score -2832646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2832655.000000 Penalty: 3545.697510
	Iteration 31Q: 3 clusters Score -2832655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2832653.500000 Penalty: 3545.697510
	Iteration 32Q: 3 clusters Score -2832654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2832665.000000 Penalty: 3545.697510
	Iteration 33Q: 3 clusters Score -2832665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2832674.500000 Penalty: 3545.697510
	Iteration 34Q: 3 clusters Score -2832674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2832684.500000 Penalty: 3545.697510
	Iteration 35Q: 3 clusters Score -2832684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2832697.000000 Penalty: 3545.697510
	Iteration 36Q: 3 clusters Score -2832697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2832695.000000 Penalty: 3545.697510
	Iteration 37Q: 3 clusters Score -2832695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2832705.250000 Penalty: 3545.697510
	Iteration 38Q: 3 clusters Score -2832705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2832709.250000 Penalty: 3545.697510
	Iteration 39Q: 3 clusters Score -2832709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2832709.500000 Penalty: 3545.697510
	Iteration 40F: 3 clusters Score -2832710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2832712.500000 Penalty: 3545.697510
	Iteration 41Q: 3 clusters Score -2832712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2832718.500000 Penalty: 3545.697510
	Iteration 42Q: 3 clusters Score -2832718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2832719.250000 Penalty: 3545.697510
	Iteration 43Q: 3 clusters Score -2832719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2832720.000000 Penalty: 3545.697510
	Iteration 44Q: 3 clusters Score -2832720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2832724.250000 Penalty: 3545.697510
	Iteration 45Q: 3 clusters Score -2832724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2832722.750000 Penalty: 3545.697510
	Iteration 46Q: 3 clusters Score -2832723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2832722.750000 Penalty: 3545.697510
	Iteration 47F: 3 clusters Score -2832723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Entering Unmasked Estep 
Score: -1148038.625000 Penalty: 1622.521118
	Iteration 0F: 2 clusters Score -1148039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1133218.250000 Penalty: 3245.042236
	Iteration 0F: 3 clusters Score -1133218 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1138804.250000 Penalty: 3245.042236
	Iteration 1F: 3 clusters Score -1138804 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1139257.500000 Penalty: 3245.042236
	Iteration 2F: 3 clusters Score -1139258 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1139724.375000 Penalty: 3245.042236
	Iteration 3Q: 3 clusters Score -1139724 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1140208.875000 Penalty: 3245.042236
	Iteration 4Q: 3 clusters Score -1140209 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1140725.750000 Penalty: 3245.042236
	Iteration 5Q: 3 clusters Score -1140726 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1141328.875000 Penalty: 3245.042236
	Iteration 6Q: 3 clusters Score -1141329 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1142010.500000 Penalty: 3245.042236
	Iteration 7Q: 3 clusters Score -1142010 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1142726.125000 Penalty: 3245.042236
	Iteration 8F: 3 clusters Score -1142726 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1143351.625000 Penalty: 3245.042236
	Iteration 9Q: 3 clusters Score -1143352 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1143744.375000 Penalty: 3245.042236
	Iteration 10Q: 3 clusters Score -1143744 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1143948.875000 Penalty: 3245.042236
	Iteration 11Q: 3 clusters Score -1143949 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1144063.125000 Penalty: 3245.042236
	Iteration 12Q: 3 clusters Score -1144063 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1144123.375000 Penalty: 3245.042236
	Iteration 13Q: 3 clusters Score -1144123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1144170.875000 Penalty: 3245.042236
	Iteration 14Q: 3 clusters Score -1144171 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1144218.375000 Penalty: 3245.042236
	Iteration 15Q: 3 clusters Score -1144218 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1144258.375000 Penalty: 3245.042236
	Iteration 16Q: 3 clusters Score -1144258 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1144310.375000 Penalty: 3245.042236
	Iteration 17Q: 3 clusters Score -1144310 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1144351.250000 Penalty: 3245.042236
	Iteration 18Q: 3 clusters Score -1144351 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1144393.375000 Penalty: 3245.042236
	Iteration 19Q: 3 clusters Score -1144393 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1144431.125000 Penalty: 3245.042236
	Iteration 20F: 3 clusters Score -1144431 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1144472.625000 Penalty: 3245.042236
	Iteration 21Q: 3 clusters Score -1144473 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1144509.500000 Penalty: 3245.042236
	Iteration 22Q: 3 clusters Score -1144510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1144543.375000 Penalty: 3245.042236
	Iteration 23Q: 3 clusters Score -1144543 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1144585.375000 Penalty: 3245.042236
	Iteration 24Q: 3 clusters Score -1144585 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1144625.750000 Penalty: 3245.042236
	Iteration 25Q: 3 clusters Score -1144626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1144682.125000 Penalty: 3245.042236
	Iteration 26Q: 3 clusters Score -1144682 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1144736.375000 Penalty: 3245.042236
	Iteration 27Q: 3 clusters Score -1144736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1144786.875000 Penalty: 3245.042236
	Iteration 28Q: 3 clusters Score -1144787 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1144823.125000 Penalty: 3245.042236
	Iteration 29Q: 3 clusters Score -1144823 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1144861.250000 Penalty: 3245.042236
	Iteration 30Q: 3 clusters Score -1144861 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1144903.125000 Penalty: 3245.042236
	Iteration 31Q: 3 clusters Score -1144903 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1144960.250000 Penalty: 3245.042236
	Iteration 32Q: 3 clusters Score -1144960 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1145022.750000 Penalty: 3245.042236
	Iteration 33Q: 3 clusters Score -1145023 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1145081.125000 Penalty: 3245.042236
	Iteration 34Q: 3 clusters Score -1145081 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1145140.875000 Penalty: 3245.042236
	Iteration 35Q: 3 clusters Score -1145141 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1145206.375000 Penalty: 3245.042236
	Iteration 36Q: 3 clusters Score -1145206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1145288.750000 Penalty: 3245.042236
	Iteration 37Q: 3 clusters Score -1145289 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1145383.750000 Penalty: 3245.042236
	Iteration 38Q: 3 clusters Score -1145384 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1145476.750000 Penalty: 3245.042236
	Iteration 39Q: 3 clusters Score -1145477 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1145573.875000 Penalty: 3245.042236
	Iteration 40F: 3 clusters Score -1145574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1145666.750000 Penalty: 3245.042236
	Iteration 41Q: 3 clusters Score -1145667 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1145746.000000 Penalty: 3245.042236
	Iteration 42Q: 3 clusters Score -1145746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1145813.750000 Penalty: 3245.042236
	Iteration 43Q: 3 clusters Score -1145814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1145888.125000 Penalty: 3245.042236
	Iteration 44Q: 3 clusters Score -1145888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1145956.250000 Penalty: 3245.042236
	Iteration 45Q: 3 clusters Score -1145956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1146009.250000 Penalty: 3245.042236
	Iteration 46Q: 3 clusters Score -1146009 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1146061.750000 Penalty: 3245.042236
	Iteration 47Q: 3 clusters Score -1146062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1146129.000000 Penalty: 3245.042236
	Iteration 48Q: 3 clusters Score -1146129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1146191.500000 Penalty: 3245.042236
	Iteration 49Q: 3 clusters Score -1146192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1146261.375000 Penalty: 3245.042236
	Iteration 50Q: 3 clusters Score -1146261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1146315.875000 Penalty: 3245.042236
	Iteration 51Q: 3 clusters Score -1146316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1146362.125000 Penalty: 3245.042236
	Iteration 52Q: 3 clusters Score -1146362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1146396.375000 Penalty: 3245.042236
	Iteration 53Q: 3 clusters Score -1146396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1146431.500000 Penalty: 3245.042236
	Iteration 54Q: 3 clusters Score -1146432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1146466.500000 Penalty: 3245.042236
	Iteration 55Q: 3 clusters Score -1146466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1146503.500000 Penalty: 3245.042236
	Iteration 56Q: 3 clusters Score -1146504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1146533.625000 Penalty: 3245.042236
	Iteration 57Q: 3 clusters Score -1146534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1146557.875000 Penalty: 3245.042236
	Iteration 58Q: 3 clusters Score -1146558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1146572.875000 Penalty: 3245.042236
	Iteration 59Q: 3 clusters Score -1146573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1146582.750000 Penalty: 3245.042236
	Iteration 60F: 3 clusters Score -1146583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1146596.250000 Penalty: 3245.042236
	Iteration 61Q: 3 clusters Score -1146596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1146601.000000 Penalty: 3245.042236
	Iteration 62Q: 3 clusters Score -1146601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1146605.125000 Penalty: 3245.042236
	Iteration 63Q: 3 clusters Score -1146605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1146607.750000 Penalty: 3245.042236
	Iteration 64Q: 3 clusters Score -1146608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1146611.750000 Penalty: 3245.042236
	Iteration 65Q: 3 clusters Score -1146612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1146616.375000 Penalty: 3245.042236
	Iteration 66Q: 3 clusters Score -1146616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1146620.125000 Penalty: 3245.042236
	Iteration 67Q: 3 clusters Score -1146620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1146623.500000 Penalty: 3245.042236
	Iteration 68Q: 3 clusters Score -1146624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1146627.375000 Penalty: 3245.042236
	Iteration 69Q: 3 clusters Score -1146627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1146630.250000 Penalty: 3245.042236
	Iteration 70Q: 3 clusters Score -1146630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1146634.625000 Penalty: 3245.042236
	Iteration 71Q: 3 clusters Score -1146635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1146636.000000 Penalty: 3245.042236
	Iteration 72Q: 3 clusters Score -1146636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1146635.375000 Penalty: 3245.042236
	Iteration 73Q: 3 clusters Score -1146635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1146636.875000 Penalty: 3245.042236
	Iteration 74Q: 3 clusters Score -1146637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1146637.125000 Penalty: 3245.042236
	Iteration 75Q: 3 clusters Score -1146637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1146637.125000 Penalty: 3245.042236
	Iteration 76Q: 3 clusters Score -1146637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1146638.375000 Penalty: 3245.042236
	Iteration 77Q: 3 clusters Score -1146638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1146637.750000 Penalty: 3245.042236
	Iteration 78Q: 3 clusters Score -1146638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1146638.375000 Penalty: 3245.042236
	Iteration 79Q: 3 clusters Score -1146638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1146639.375000 Penalty: 3245.042236
	Iteration 80F: 3 clusters Score -1146639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1146641.000000 Penalty: 3245.042236
	Iteration 81Q: 3 clusters Score -1146641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1146641.625000 Penalty: 3245.042236
	Iteration 82Q: 3 clusters Score -1146642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1146641.625000 Penalty: 3245.042236
	Iteration 83F: 3 clusters Score -1146642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -434299.875000 Penalty: 1464.273315
	Iteration 0F: 2 clusters Score -434299.9 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 4133 members 
Entering Unmasked Estep 
Score: -428314.937500 Penalty: 2928.546631
	Iteration 0F: 3 clusters Score -428314.9 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -430169.593750 Penalty: 2928.546631
	Iteration 1F: 3 clusters Score -430169.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -430423.000000 Penalty: 2928.546631
	Iteration 2F: 3 clusters Score -430423 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -430665.812500 Penalty: 2928.546631
	Iteration 3F: 3 clusters Score -430665.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -430903.000000 Penalty: 2928.546631
	Iteration 4F: 3 clusters Score -430903 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -431161.468750 Penalty: 2928.546631
	Iteration 5F: 3 clusters Score -431161.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -431442.156250 Penalty: 2928.546631
	Iteration 6F: 3 clusters Score -431442.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -431661.781250 Penalty: 2928.546631
	Iteration 7F: 3 clusters Score -431661.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -431867.375000 Penalty: 2928.546631
	Iteration 8Q: 3 clusters Score -431867.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -432036.718750 Penalty: 2928.546631
	Iteration 9Q: 3 clusters Score -432036.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -432179.093750 Penalty: 2928.546631
	Iteration 10Q: 3 clusters Score -432179.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -432274.156250 Penalty: 2928.546631
	Iteration 11Q: 3 clusters Score -432274.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432365.562500 Penalty: 2928.546631
	Iteration 12Q: 3 clusters Score -432365.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -432467.750000 Penalty: 2928.546631
	Iteration 13Q: 3 clusters Score -432467.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -432545.968750 Penalty: 2928.546631
	Iteration 14Q: 3 clusters Score -432546 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -432617.468750 Penalty: 2928.546631
	Iteration 15Q: 3 clusters Score -432617.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -432690.125000 Penalty: 2928.546631
	Iteration 16Q: 3 clusters Score -432690.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -432755.375000 Penalty: 2928.546631
	Iteration 17Q: 3 clusters Score -432755.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -432806.968750 Penalty: 2928.546631
	Iteration 18Q: 3 clusters Score -432807 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -432855.281250 Penalty: 2928.546631
	Iteration 19Q: 3 clusters Score -432855.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -432890.531250 Penalty: 2928.546631
	Iteration 20F: 3 clusters Score -432890.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -432923.406250 Penalty: 2928.546631
	Iteration 21Q: 3 clusters Score -432923.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -432958.687500 Penalty: 2928.546631
	Iteration 22Q: 3 clusters Score -432958.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -432992.031250 Penalty: 2928.546631
	Iteration 23Q: 3 clusters Score -432992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -433021.375000 Penalty: 2928.546631
	Iteration 24Q: 3 clusters Score -433021.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -433042.437500 Penalty: 2928.546631
	Iteration 25Q: 3 clusters Score -433042.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -433057.531250 Penalty: 2928.546631
	Iteration 26Q: 3 clusters Score -433057.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -433071.156250 Penalty: 2928.546631
	Iteration 27Q: 3 clusters Score -433071.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -433085.062500 Penalty: 2928.546631
	Iteration 28Q: 3 clusters Score -433085.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -433098.250000 Penalty: 2928.546631
	Iteration 29Q: 3 clusters Score -433098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -433106.437500 Penalty: 2928.546631
	Iteration 30Q: 3 clusters Score -433106.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -433115.468750 Penalty: 2928.546631
	Iteration 31Q: 3 clusters Score -433115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -433122.812500 Penalty: 2928.546631
	Iteration 32Q: 3 clusters Score -433122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -433130.375000 Penalty: 2928.546631
	Iteration 33Q: 3 clusters Score -433130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -433135.625000 Penalty: 2928.546631
	Iteration 34Q: 3 clusters Score -433135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -433140.968750 Penalty: 2928.546631
	Iteration 35Q: 3 clusters Score -433141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -433148.781250 Penalty: 2928.546631
	Iteration 36Q: 3 clusters Score -433148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -433153.937500 Penalty: 2928.546631
	Iteration 37Q: 3 clusters Score -433153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -433158.968750 Penalty: 2928.546631
	Iteration 38Q: 3 clusters Score -433159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -433158.812500 Penalty: 2928.546631
	Iteration 39Q: 3 clusters Score -433158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -433160.500000 Penalty: 2928.546631
	Iteration 40F: 3 clusters Score -433160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -433163.031250 Penalty: 2928.546631
	Iteration 41Q: 3 clusters Score -433163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -433163.562500 Penalty: 2928.546631
	Iteration 42Q: 3 clusters Score -433163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -433163.656250 Penalty: 2928.546631
	Iteration 43Q: 3 clusters Score -433163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -433166.843750 Penalty: 2928.546631
	Iteration 44Q: 3 clusters Score -433166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -433169.437500 Penalty: 2928.546631
	Iteration 45Q: 3 clusters Score -433169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -433168.531250 Penalty: 2928.546631
	Iteration 46Q: 3 clusters Score -433168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -433168.531250 Penalty: 2928.546631
	Iteration 47F: 3 clusters Score -433168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 13630 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 8718 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 209021 members 
Mstep: Class 10 contains 16121 members 
Mstep: Class 11 contains 58909 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 68166 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 17 contains 5750 members 
Mstep: Class 18 contains 54712 members 
Mstep: Class 21 contains 21693 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 18 clusters Score -2.653923e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 13620 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 208832 members 
Mstep: Class 10 contains 16107 members 
Mstep: Class 11 contains 59080 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 68146 members 
Mstep: Class 15 contains 18597 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 54712 members 
Mstep: Class 21 contains 21678 members 
Mstep: Class 24 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 18 clusters Score -2.653927e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 6090 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 13611 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8689 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 208674 members 
Mstep: Class 10 contains 16092 members 
Mstep: Class 11 contains 59232 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 68120 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 54704 members 
Mstep: Class 21 contains 21667 members 
Mstep: Class 24 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 18 clusters Score -2.653931e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 5410 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 208502 members 
Mstep: Class 10 contains 16078 members 
Mstep: Class 11 contains 59387 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 68100 members 
Mstep: Class 15 contains 18660 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 54702 members 
Mstep: Class 21 contains 21657 members 
Mstep: Class 24 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 18 clusters Score -2.65392e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 13588 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 8 contains 11818 members 
Mstep: Class 9 contains 208338 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 59547 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 68071 members 
Mstep: Class 15 contains 18692 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 54698 members 
Mstep: Class 21 contains 21650 members 
Mstep: Class 24 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 18 clusters Score -2.653914e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 13572 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 8 contains 11822 members 
Mstep: Class 9 contains 208169 members 
Mstep: Class 10 contains 16053 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 68035 members 
Mstep: Class 15 contains 18727 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 54694 members 
Mstep: Class 21 contains 21658 members 
Mstep: Class 24 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 18 clusters Score -2.653919e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 208008 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 59872 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 68000 members 
Mstep: Class 15 contains 18761 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 54692 members 
Mstep: Class 21 contains 21650 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 18 clusters Score -2.653926e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 13544 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 8 contains 11823 members 
Mstep: Class 9 contains 207862 members 
Mstep: Class 10 contains 16026 members 
Mstep: Class 11 contains 60030 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 67957 members 
Mstep: Class 15 contains 18796 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 54689 members 
Mstep: Class 21 contains 21644 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 18 clusters Score -2.653926e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 8622 members 
Mstep: Class 8 contains 11824 members 
Mstep: Class 9 contains 207713 members 
Mstep: Class 10 contains 16004 members 
Mstep: Class 11 contains 60198 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 67918 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 54688 members 
Mstep: Class 21 contains 21633 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 18 clusters Score -2.65393e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 13512 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 8607 members 
Mstep: Class 8 contains 11824 members 
Mstep: Class 9 contains 207554 members 
Mstep: Class 10 contains 15993 members 
Mstep: Class 11 contains 60365 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 67892 members 
Mstep: Class 15 contains 18843 members 
Mstep: Class 17 contains 5791 members 
Mstep: Class 18 contains 54687 members 
Mstep: Class 21 contains 21628 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 18 clusters Score -2.65393e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 13494 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 8588 members 
Mstep: Class 8 contains 11822 members 
Mstep: Class 9 contains 207410 members 
Mstep: Class 10 contains 15971 members 
Mstep: Class 11 contains 60556 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 67863 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 17 contains 5796 members 
Mstep: Class 18 contains 54687 members 
Mstep: Class 21 contains 21611 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 18 clusters Score -2.653935e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 8572 members 
Mstep: Class 8 contains 11819 members 
Mstep: Class 9 contains 207260 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 60734 members 
Mstep: Class 13 contains 3849 members 
Mstep: Class 14 contains 67838 members 
Mstep: Class 15 contains 18881 members 
Mstep: Class 17 contains 5810 members 
Mstep: Class 18 contains 54687 members 
Mstep: Class 21 contains 21603 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 18 clusters Score -2.653939e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 6090 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 13450 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 207111 members 
Mstep: Class 10 contains 15937 members 
Mstep: Class 11 contains 60908 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 67820 members 
Mstep: Class 15 contains 18904 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 54686 members 
Mstep: Class 21 contains 21598 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 18 clusters Score -2.653935e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 13427 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8544 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 206967 members 
Mstep: Class 10 contains 15924 members 
Mstep: Class 11 contains 61079 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 67810 members 
Mstep: Class 15 contains 18914 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 54684 members 
Mstep: Class 21 contains 21585 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 18 clusters Score -2.653933e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 13410 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 8 contains 11819 members 
Mstep: Class 9 contains 206842 members 
Mstep: Class 10 contains 15911 members 
Mstep: Class 11 contains 61230 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 67792 members 
Mstep: Class 15 contains 18921 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 54678 members 
Mstep: Class 21 contains 21580 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 18 clusters Score -2.653938e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 13384 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 8530 members 
Mstep: Class 8 contains 11819 members 
Mstep: Class 9 contains 206729 members 
Mstep: Class 10 contains 15900 members 
Mstep: Class 11 contains 61370 members 
Mstep: Class 13 contains 3831 members 
Mstep: Class 14 contains 67774 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 54678 members 
Mstep: Class 21 contains 21585 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 18 clusters Score -2.653934e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 13369 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 8522 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 9 contains 206627 members 
Mstep: Class 10 contains 15891 members 
Mstep: Class 11 contains 61494 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 67760 members 
Mstep: Class 15 contains 18933 members 
Mstep: Class 17 contains 5868 members 
Mstep: Class 18 contains 54677 members 
Mstep: Class 21 contains 21578 members 
Mstep: Class 24 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 18 clusters Score -2.653935e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 13355 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 8516 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 206551 members 
Mstep: Class 10 contains 15886 members 
Mstep: Class 11 contains 61586 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 67743 members 
Mstep: Class 15 contains 18945 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 54674 members 
Mstep: Class 21 contains 21578 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 18 clusters Score -2.653934e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 13343 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 8 contains 11829 members 
Mstep: Class 9 contains 206484 members 
Mstep: Class 10 contains 15880 members 
Mstep: Class 11 contains 61667 members 
Mstep: Class 13 contains 3815 members 
Mstep: Class 14 contains 67722 members 
Mstep: Class 15 contains 18956 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 54671 members 
Mstep: Class 21 contains 21586 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 18 clusters Score -2.653935e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 13331 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 8 contains 11836 members 
Mstep: Class 9 contains 206423 members 
Mstep: Class 10 contains 15871 members 
Mstep: Class 11 contains 61744 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 67702 members 
Mstep: Class 15 contains 18953 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 54671 members 
Mstep: Class 21 contains 21589 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -2.653936e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8498 members 
Mstep: Class 8 contains 11841 members 
Mstep: Class 9 contains 206358 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 61832 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 67690 members 
Mstep: Class 15 contains 18955 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 54671 members 
Mstep: Class 21 contains 21584 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 18 clusters Score -2.653939e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 8 contains 11847 members 
Mstep: Class 9 contains 206302 members 
Mstep: Class 10 contains 15855 members 
Mstep: Class 11 contains 61911 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 67678 members 
Mstep: Class 15 contains 18957 members 
Mstep: Class 17 contains 5939 members 
Mstep: Class 18 contains 54675 members 
Mstep: Class 21 contains 21580 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -2.65394e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13292 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 8479 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 206237 members 
Mstep: Class 10 contains 15849 members 
Mstep: Class 11 contains 62018 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 67665 members 
Mstep: Class 15 contains 18963 members 
Mstep: Class 17 contains 5948 members 
Mstep: Class 18 contains 54678 members 
Mstep: Class 21 contains 21574 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -2.653943e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 13281 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 8 contains 11854 members 
Mstep: Class 9 contains 206176 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 62125 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 67650 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 54679 members 
Mstep: Class 21 contains 21568 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -2.653949e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13259 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 8 contains 11853 members 
Mstep: Class 9 contains 206114 members 
Mstep: Class 10 contains 15839 members 
Mstep: Class 11 contains 62235 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 67633 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 17 contains 5958 members 
Mstep: Class 18 contains 54681 members 
Mstep: Class 21 contains 21567 members 
Mstep: Class 24 contains 8194 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -2.653946e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13241 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 206057 members 
Mstep: Class 10 contains 15832 members 
Mstep: Class 11 contains 62352 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 18957 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 54687 members 
Mstep: Class 21 contains 21561 members 
Mstep: Class 24 contains 8193 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -2.653944e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13225 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 8411 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 206006 members 
Mstep: Class 10 contains 15823 members 
Mstep: Class 11 contains 62460 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 67611 members 
Mstep: Class 15 contains 18956 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 54687 members 
Mstep: Class 21 contains 21555 members 
Mstep: Class 24 contains 8195 members 
Entering Unmasked Estep 
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Iteration 145Q: 18 clusters Score -2.653944e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 8391 members 
Mstep: Class 8 contains 11851 members 
Mstep: Class 9 contains 205954 members 
Mstep: Class 10 contains 15819 members 
Mstep: Class 11 contains 62556 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 67602 members 
Mstep: Class 15 contains 18959 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 54687 members 
Mstep: Class 21 contains 21550 members 
Mstep: Class 24 contains 8197 members 
Entering Unmasked Estep 
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Iteration 146Q: 18 clusters Score -2.653946e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 6077 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13194 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 8382 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 205909 members 
Mstep: Class 10 contains 15814 members 
Mstep: Class 11 contains 62663 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 67582 members 
Mstep: Class 15 contains 18956 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 54689 members 
Mstep: Class 21 contains 21533 members 
Mstep: Class 24 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539424.000000 Penalty: 36418.070312
Iteration 147Q: 18 clusters Score -2.653942e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 8372 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 205856 members 
Mstep: Class 10 contains 15806 members 
Mstep: Class 11 contains 62751 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 67570 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 18 contains 54692 members 
Mstep: Class 21 contains 21524 members 
Mstep: Class 24 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539456.000000 Penalty: 36418.070312
Iteration 148Q: 18 clusters Score -2.653946e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13162 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 8366 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 205801 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 62832 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 67556 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 54703 members 
Mstep: Class 21 contains 21509 members 
Mstep: Class 24 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539458.000000 Penalty: 36418.070312
Iteration 149Q: 18 clusters Score -2.653946e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13148 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 205744 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 62938 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 67535 members 
Mstep: Class 15 contains 18942 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 54708 members 
Mstep: Class 21 contains 21496 members 
Mstep: Class 24 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539488.000000 Penalty: 36418.070312
Iteration 150Q: 18 clusters Score -2.653949e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13137 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 8 contains 11851 members 
Mstep: Class 9 contains 205696 members 
Mstep: Class 10 contains 15790 members 
Mstep: Class 11 contains 63017 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 67526 members 
Mstep: Class 15 contains 18941 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 54708 members 
Mstep: Class 21 contains 21488 members 
Mstep: Class 24 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539492.000000 Penalty: 36418.070312
Iteration 151Q: 18 clusters Score -2.653949e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 13131 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 8 contains 11853 members 
Mstep: Class 9 contains 205644 members 
Mstep: Class 10 contains 15784 members 
Mstep: Class 11 contains 63086 members 
Mstep: Class 13 contains 3799 members 
Mstep: Class 14 contains 67519 members 
Mstep: Class 15 contains 18942 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 54708 members 
Mstep: Class 21 contains 21484 members 
Mstep: Class 24 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539490.000000 Penalty: 36418.070312
Iteration 152Q: 18 clusters Score -2.653949e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 6077 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 8 contains 11859 members 
Mstep: Class 9 contains 205592 members 
Mstep: Class 10 contains 15776 members 
Mstep: Class 11 contains 63155 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 67514 members 
Mstep: Class 15 contains 18944 members 
Mstep: Class 17 contains 5992 members 
Mstep: Class 18 contains 54705 members 
Mstep: Class 21 contains 21480 members 
Mstep: Class 24 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539472.000000 Penalty: 36418.070312
Iteration 153Q: 18 clusters Score -2.653947e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13098 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 205558 members 
Mstep: Class 10 contains 15764 members 
Mstep: Class 11 contains 63220 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 67507 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 54706 members 
Mstep: Class 21 contains 21477 members 
Mstep: Class 24 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539480.000000 Penalty: 36418.070312
Iteration 154Q: 18 clusters Score -2.653948e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 8 contains 11867 members 
Mstep: Class 9 contains 205518 members 
Mstep: Class 10 contains 15752 members 
Mstep: Class 11 contains 63281 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 67501 members 
Mstep: Class 15 contains 18948 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 54705 members 
Mstep: Class 21 contains 21477 members 
Mstep: Class 24 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539496.000000 Penalty: 36418.070312
Iteration 155Q: 18 clusters Score -2.65395e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 13076 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 8 contains 11871 members 
Mstep: Class 9 contains 205472 members 
Mstep: Class 10 contains 15736 members 
Mstep: Class 11 contains 63353 members 
Mstep: Class 13 contains 3790 members 
Mstep: Class 14 contains 67502 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 54708 members 
Mstep: Class 21 contains 21471 members 
Mstep: Class 24 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539566.000000 Penalty: 36418.070312
Iteration 156Q: 18 clusters Score -2.653957e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 13064 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 205442 members 
Mstep: Class 10 contains 15728 members 
Mstep: Class 11 contains 63411 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 67496 members 
Mstep: Class 15 contains 18941 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 54711 members 
Mstep: Class 21 contains 21466 members 
Mstep: Class 24 contains 8209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539576.000000 Penalty: 36418.070312
Iteration 157Q: 18 clusters Score -2.653958e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 13049 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 8293 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 205413 members 
Mstep: Class 10 contains 15720 members 
Mstep: Class 11 contains 63464 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 67493 members 
Mstep: Class 15 contains 18940 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 54718 members 
Mstep: Class 21 contains 21458 members 
Mstep: Class 24 contains 8209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539606.000000 Penalty: 36418.070312
Iteration 158Q: 18 clusters Score -2.653961e+07 nChanged 93
Entering ConstructFrom: 
Score: -26539606.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Entering Unmasked Estep 
Score: -920840.437500 Penalty: 1585.637207
	Iteration 0F: 2 clusters Score -920840.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -909039.812500 Penalty: 3171.274414
	Iteration 0F: 3 clusters Score -909039.8 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -913198.750000 Penalty: 3171.274414
	Iteration 1F: 3 clusters Score -913198.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -913588.812500 Penalty: 3171.274414
	Iteration 2F: 3 clusters Score -913588.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -914007.875000 Penalty: 3171.274414
	Iteration 3F: 3 clusters Score -914007.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -914517.875000 Penalty: 3171.274414
	Iteration 4F: 3 clusters Score -914517.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -915215.812500 Penalty: 3171.274414
	Iteration 5F: 3 clusters Score -915215.8 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -916058.812500 Penalty: 3171.274414
	Iteration 6F: 3 clusters Score -916058.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -916975.375000 Penalty: 3171.274414
	Iteration 7F: 3 clusters Score -916975.4 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -917771.500000 Penalty: 3171.274414
	Iteration 8F: 3 clusters Score -917771.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -918323.437500 Penalty: 3171.274414
	Iteration 9Q: 3 clusters Score -918323.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -918714.750000 Penalty: 3171.274414
	Iteration 10Q: 3 clusters Score -918714.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -918933.437500 Penalty: 3171.274414
	Iteration 11Q: 3 clusters Score -918933.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -919060.125000 Penalty: 3171.274414
	Iteration 12Q: 3 clusters Score -919060.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -919160.937500 Penalty: 3171.274414
	Iteration 13Q: 3 clusters Score -919160.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -919234.812500 Penalty: 3171.274414
	Iteration 14Q: 3 clusters Score -919234.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -919277.312500 Penalty: 3171.274414
	Iteration 15Q: 3 clusters Score -919277.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -919322.687500 Penalty: 3171.274414
	Iteration 16Q: 3 clusters Score -919322.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -919364.750000 Penalty: 3171.274414
	Iteration 17Q: 3 clusters Score -919364.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -919395.812500 Penalty: 3171.274414
	Iteration 18Q: 3 clusters Score -919395.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -919420.250000 Penalty: 3171.274414
	Iteration 19Q: 3 clusters Score -919420.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -919444.125000 Penalty: 3171.274414
	Iteration 20F: 3 clusters Score -919444.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -919471.750000 Penalty: 3171.274414
	Iteration 21Q: 3 clusters Score -919471.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -919495.625000 Penalty: 3171.274414
	Iteration 22Q: 3 clusters Score -919495.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -919512.187500 Penalty: 3171.274414
	Iteration 23Q: 3 clusters Score -919512.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -919527.375000 Penalty: 3171.274414
	Iteration 24Q: 3 clusters Score -919527.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -919542.375000 Penalty: 3171.274414
	Iteration 25Q: 3 clusters Score -919542.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -919561.500000 Penalty: 3171.274414
	Iteration 26Q: 3 clusters Score -919561.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -919576.625000 Penalty: 3171.274414
	Iteration 27Q: 3 clusters Score -919576.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -919592.187500 Penalty: 3171.274414
	Iteration 28Q: 3 clusters Score -919592.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -919600.312500 Penalty: 3171.274414
	Iteration 29Q: 3 clusters Score -919600.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -919610.312500 Penalty: 3171.274414
	Iteration 30Q: 3 clusters Score -919610.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -919622.187500 Penalty: 3171.274414
	Iteration 31Q: 3 clusters Score -919622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -919634.375000 Penalty: 3171.274414
	Iteration 32Q: 3 clusters Score -919634.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -919646.250000 Penalty: 3171.274414
	Iteration 33Q: 3 clusters Score -919646.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -919655.437500 Penalty: 3171.274414
	Iteration 34Q: 3 clusters Score -919655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -919659.812500 Penalty: 3171.274414
	Iteration 35Q: 3 clusters Score -919659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -919659.812500 Penalty: 3171.274414
	Iteration 36Q: 3 clusters Score -919659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -919660.062500 Penalty: 3171.274414
	Iteration 37Q: 3 clusters Score -919660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -919661.750000 Penalty: 3171.274414
	Iteration 38Q: 3 clusters Score -919661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -919662.687500 Penalty: 3171.274414
	Iteration 39Q: 3 clusters Score -919662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -919663.625000 Penalty: 3171.274414
	Iteration 40F: 3 clusters Score -919663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -919664.875000 Penalty: 3171.274414
	Iteration 41Q: 3 clusters Score -919664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -919668.062500 Penalty: 3171.274414
	Iteration 42Q: 3 clusters Score -919668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -919667.125000 Penalty: 3171.274414
	Iteration 43Q: 3 clusters Score -919667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -919668.812500 Penalty: 3171.274414
	Iteration 44Q: 3 clusters Score -919668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -919669.500000 Penalty: 3171.274414
	Iteration 45Q: 3 clusters Score -919669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -919672.875000 Penalty: 3171.274414
	Iteration 46Q: 3 clusters Score -919672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -919677.500000 Penalty: 3171.274414
	Iteration 47Q: 3 clusters Score -919677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -919679.500000 Penalty: 3171.274414
	Iteration 48Q: 3 clusters Score -919679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -919683.250000 Penalty: 3171.274414
	Iteration 49Q: 3 clusters Score -919683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -919685.875000 Penalty: 3171.274414
	Iteration 50Q: 3 clusters Score -919685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -919687.375000 Penalty: 3171.274414
	Iteration 51Q: 3 clusters Score -919687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -919688.687500 Penalty: 3171.274414
	Iteration 52Q: 3 clusters Score -919688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -919689.875000 Penalty: 3171.274414
	Iteration 53Q: 3 clusters Score -919689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -919692.875000 Penalty: 3171.274414
	Iteration 54Q: 3 clusters Score -919692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -919696.312500 Penalty: 3171.274414
	Iteration 55Q: 3 clusters Score -919696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -919699.562500 Penalty: 3171.274414
	Iteration 56Q: 3 clusters Score -919699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -919699.187500 Penalty: 3171.274414
	Iteration 57Q: 3 clusters Score -919699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -919702.000000 Penalty: 3171.274414
	Iteration 58Q: 3 clusters Score -919702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -919702.000000 Penalty: 3171.274414
	Iteration 59F: 3 clusters Score -919702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -297050.750000 Penalty: 1415.636230
	Iteration 0F: 2 clusters Score -297050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -292382.843750 Penalty: 2831.272461
	Iteration 0F: 3 clusters Score -292382.8 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -293826.531250 Penalty: 2831.272461
	Iteration 1F: 3 clusters Score -293826.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -294168.125000 Penalty: 2831.272461
	Iteration 2F: 3 clusters Score -294168.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -294485.562500 Penalty: 2831.272461
	Iteration 3F: 3 clusters Score -294485.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -294769.968750 Penalty: 2831.272461
	Iteration 4F: 3 clusters Score -294770 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -295094.468750 Penalty: 2831.272461
	Iteration 5F: 3 clusters Score -295094.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -295373.562500 Penalty: 2831.272461
	Iteration 6F: 3 clusters Score -295373.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -295607.031250 Penalty: 2831.272461
	Iteration 7F: 3 clusters Score -295607 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -295806.593750 Penalty: 2831.272461
	Iteration 8Q: 3 clusters Score -295806.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -295970.187500 Penalty: 2831.272461
	Iteration 9Q: 3 clusters Score -295970.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -296074.718750 Penalty: 2831.272461
	Iteration 10Q: 3 clusters Score -296074.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296147.406250 Penalty: 2831.272461
	Iteration 11Q: 3 clusters Score -296147.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -296188.343750 Penalty: 2831.272461
	Iteration 12Q: 3 clusters Score -296188.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -296212.875000 Penalty: 2831.272461
	Iteration 13Q: 3 clusters Score -296212.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -296227.593750 Penalty: 2831.272461
	Iteration 14Q: 3 clusters Score -296227.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -296238.343750 Penalty: 2831.272461
	Iteration 15Q: 3 clusters Score -296238.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296250.125000 Penalty: 2831.272461
	Iteration 16Q: 3 clusters Score -296250.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -296262.906250 Penalty: 2831.272461
	Iteration 17Q: 3 clusters Score -296262.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -296274.812500 Penalty: 2831.272461
	Iteration 18Q: 3 clusters Score -296274.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -296283.593750 Penalty: 2831.272461
	Iteration 19Q: 3 clusters Score -296283.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -296291.187500 Penalty: 2831.272461
	Iteration 20F: 3 clusters Score -296291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296295.531250 Penalty: 2831.272461
	Iteration 21Q: 3 clusters Score -296295.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -296299.218750 Penalty: 2831.272461
	Iteration 22Q: 3 clusters Score -296299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -296303.531250 Penalty: 2831.272461
	Iteration 23Q: 3 clusters Score -296303.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -296308.375000 Penalty: 2831.272461
	Iteration 24Q: 3 clusters Score -296308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296313.781250 Penalty: 2831.272461
	Iteration 25Q: 3 clusters Score -296313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -296316.531250 Penalty: 2831.272461
	Iteration 26Q: 3 clusters Score -296316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -296317.375000 Penalty: 2831.272461
	Iteration 27Q: 3 clusters Score -296317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296320.437500 Penalty: 2831.272461
	Iteration 28Q: 3 clusters Score -296320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296324.937500 Penalty: 2831.272461
	Iteration 29Q: 3 clusters Score -296324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -296328.250000 Penalty: 2831.272461
	Iteration 30Q: 3 clusters Score -296328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -296330.718750 Penalty: 2831.272461
	Iteration 31Q: 3 clusters Score -296330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -296333.218750 Penalty: 2831.272461
	Iteration 32Q: 3 clusters Score -296333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -296334.593750 Penalty: 2831.272461
	Iteration 33Q: 3 clusters Score -296334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -296336.531250 Penalty: 2831.272461
	Iteration 34Q: 3 clusters Score -296336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296337.375000 Penalty: 2831.272461
	Iteration 35Q: 3 clusters Score -296337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -296337.593750 Penalty: 2831.272461
	Iteration 36Q: 3 clusters Score -296337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296338.062500 Penalty: 2831.272461
	Iteration 37Q: 3 clusters Score -296338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296338.062500 Penalty: 2831.272461
	Iteration 38F: 3 clusters Score -296338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -212006.140625 Penalty: 1349.198853
	Iteration 0F: 2 clusters Score -212006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -208655.968750 Penalty: 2698.397705
	Iteration 0F: 3 clusters Score -208656 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -209538.328125 Penalty: 2698.397705
	Iteration 1F: 3 clusters Score -209538.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -209686.343750 Penalty: 2698.397705
	Iteration 2F: 3 clusters Score -209686.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -209765.109375 Penalty: 2698.397705
	Iteration 3Q: 3 clusters Score -209765.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -209819.515625 Penalty: 2698.397705
	Iteration 4Q: 3 clusters Score -209819.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -209862.625000 Penalty: 2698.397705
	Iteration 5Q: 3 clusters Score -209862.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -209892.468750 Penalty: 2698.397705
	Iteration 6Q: 3 clusters Score -209892.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -209918.250000 Penalty: 2698.397705
	Iteration 7Q: 3 clusters Score -209918.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -209952.234375 Penalty: 2698.397705
	Iteration 8Q: 3 clusters Score -209952.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -209982.875000 Penalty: 2698.397705
	Iteration 9Q: 3 clusters Score -209982.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -210013.656250 Penalty: 2698.397705
	Iteration 10Q: 3 clusters Score -210013.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -210045.046875 Penalty: 2698.397705
	Iteration 11Q: 3 clusters Score -210045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -210080.812500 Penalty: 2698.397705
	Iteration 12Q: 3 clusters Score -210080.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -210116.625000 Penalty: 2698.397705
	Iteration 13Q: 3 clusters Score -210116.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -210167.015625 Penalty: 2698.397705
	Iteration 14Q: 3 clusters Score -210167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -210223.093750 Penalty: 2698.397705
	Iteration 15Q: 3 clusters Score -210223.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -210291.375000 Penalty: 2698.397705
	Iteration 16Q: 3 clusters Score -210291.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -210371.578125 Penalty: 2698.397705
	Iteration 17Q: 3 clusters Score -210371.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -210449.531250 Penalty: 2698.397705
	Iteration 18Q: 3 clusters Score -210449.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -210522.593750 Penalty: 2698.397705
	Iteration 19Q: 3 clusters Score -210522.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210583.781250 Penalty: 2698.397705
	Iteration 20F: 3 clusters Score -210583.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210633.890625 Penalty: 2698.397705
	Iteration 21Q: 3 clusters Score -210633.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -210675.890625 Penalty: 2698.397705
	Iteration 22Q: 3 clusters Score -210675.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -210712.390625 Penalty: 2698.397705
	Iteration 23Q: 3 clusters Score -210712.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210742.343750 Penalty: 2698.397705
	Iteration 24Q: 3 clusters Score -210742.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210772.375000 Penalty: 2698.397705
	Iteration 25Q: 3 clusters Score -210772.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -210806.843750 Penalty: 2698.397705
	Iteration 26Q: 3 clusters Score -210806.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210828.484375 Penalty: 2698.397705
	Iteration 27Q: 3 clusters Score -210828.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210849.906250 Penalty: 2698.397705
	Iteration 28Q: 3 clusters Score -210849.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210867.656250 Penalty: 2698.397705
	Iteration 29Q: 3 clusters Score -210867.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210879.578125 Penalty: 2698.397705
	Iteration 30Q: 3 clusters Score -210879.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210888.578125 Penalty: 2698.397705
	Iteration 31Q: 3 clusters Score -210888.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210906.328125 Penalty: 2698.397705
	Iteration 32Q: 3 clusters Score -210906.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -210911.156250 Penalty: 2698.397705
	Iteration 33Q: 3 clusters Score -210911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -210917.359375 Penalty: 2698.397705
	Iteration 34Q: 3 clusters Score -210917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210919.593750 Penalty: 2698.397705
	Iteration 35Q: 3 clusters Score -210919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210922.609375 Penalty: 2698.397705
	Iteration 36Q: 3 clusters Score -210922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210927.187500 Penalty: 2698.397705
	Iteration 37Q: 3 clusters Score -210927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210932.609375 Penalty: 2698.397705
	Iteration 38Q: 3 clusters Score -210932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -210936.203125 Penalty: 2698.397705
	Iteration 39Q: 3 clusters Score -210936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -210941.906250 Penalty: 2698.397705
	Iteration 40F: 3 clusters Score -210941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -210945.312500 Penalty: 2698.397705
	Iteration 41Q: 3 clusters Score -210945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210948.562500 Penalty: 2698.397705
	Iteration 42Q: 3 clusters Score -210948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210951.156250 Penalty: 2698.397705
	Iteration 43Q: 3 clusters Score -210951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -210952.453125 Penalty: 2698.397705
	Iteration 44Q: 3 clusters Score -210952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -210953.218750 Penalty: 2698.397705
	Iteration 45Q: 3 clusters Score -210953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -210953.718750 Penalty: 2698.397705
	Iteration 46Q: 3 clusters Score -210953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210953.640625 Penalty: 2698.397705
	Iteration 47Q: 3 clusters Score -210953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210953.640625 Penalty: 2698.397705
	Iteration 48F: 3 clusters Score -210953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Entering Unmasked Estep 
Score: -688762.250000 Penalty: 1539.788818
	Iteration 0F: 2 clusters Score -688762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -679610.375000 Penalty: 3079.577637
	Iteration 0F: 3 clusters Score -679610.4 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -682757.937500 Penalty: 3079.577637
	Iteration 1F: 3 clusters Score -682757.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -682993.937500 Penalty: 3079.577637
	Iteration 2F: 3 clusters Score -682993.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -683185.937500 Penalty: 3079.577637
	Iteration 3Q: 3 clusters Score -683185.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -683386.750000 Penalty: 3079.577637
	Iteration 4Q: 3 clusters Score -683386.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -683583.312500 Penalty: 3079.577637
	Iteration 5Q: 3 clusters Score -683583.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -683766.937500 Penalty: 3079.577637
	Iteration 6Q: 3 clusters Score -683766.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -683958.875000 Penalty: 3079.577637
	Iteration 7Q: 3 clusters Score -683958.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -684160.312500 Penalty: 3079.577637
	Iteration 8Q: 3 clusters Score -684160.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -684355.937500 Penalty: 3079.577637
	Iteration 9Q: 3 clusters Score -684355.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -684543.875000 Penalty: 3079.577637
	Iteration 10Q: 3 clusters Score -684543.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -684739.250000 Penalty: 3079.577637
	Iteration 11Q: 3 clusters Score -684739.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -684960.312500 Penalty: 3079.577637
	Iteration 12Q: 3 clusters Score -684960.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -685189.250000 Penalty: 3079.577637
	Iteration 13Q: 3 clusters Score -685189.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -685389.187500 Penalty: 3079.577637
	Iteration 14Q: 3 clusters Score -685389.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -685559.062500 Penalty: 3079.577637
	Iteration 15Q: 3 clusters Score -685559.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -685684.687500 Penalty: 3079.577637
	Iteration 16Q: 3 clusters Score -685684.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -685789.125000 Penalty: 3079.577637
	Iteration 17Q: 3 clusters Score -685789.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -685852.937500 Penalty: 3079.577637
	Iteration 18Q: 3 clusters Score -685852.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -685908.500000 Penalty: 3079.577637
	Iteration 19Q: 3 clusters Score -685908.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -685965.062500 Penalty: 3079.577637
	Iteration 20F: 3 clusters Score -685965.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -686023.750000 Penalty: 3079.577637
	Iteration 21Q: 3 clusters Score -686023.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -686082.062500 Penalty: 3079.577637
	Iteration 22Q: 3 clusters Score -686082.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -686140.562500 Penalty: 3079.577637
	Iteration 23Q: 3 clusters Score -686140.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -686204.375000 Penalty: 3079.577637
	Iteration 24Q: 3 clusters Score -686204.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -686263.625000 Penalty: 3079.577637
	Iteration 25Q: 3 clusters Score -686263.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -686327.375000 Penalty: 3079.577637
	Iteration 26Q: 3 clusters Score -686327.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -686387.375000 Penalty: 3079.577637
	Iteration 27Q: 3 clusters Score -686387.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -686436.500000 Penalty: 3079.577637
	Iteration 28Q: 3 clusters Score -686436.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -686479.562500 Penalty: 3079.577637
	Iteration 29Q: 3 clusters Score -686479.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -686533.812500 Penalty: 3079.577637
	Iteration 30Q: 3 clusters Score -686533.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -686585.250000 Penalty: 3079.577637
	Iteration 31Q: 3 clusters Score -686585.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -686642.500000 Penalty: 3079.577637
	Iteration 32Q: 3 clusters Score -686642.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -686706.687500 Penalty: 3079.577637
	Iteration 33Q: 3 clusters Score -686706.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -686768.125000 Penalty: 3079.577637
	Iteration 34Q: 3 clusters Score -686768.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -686824.250000 Penalty: 3079.577637
	Iteration 35Q: 3 clusters Score -686824.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -686892.937500 Penalty: 3079.577637
	Iteration 36Q: 3 clusters Score -686892.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -686950.250000 Penalty: 3079.577637
	Iteration 37Q: 3 clusters Score -686950.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -686995.375000 Penalty: 3079.577637
	Iteration 38Q: 3 clusters Score -686995.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -687030.375000 Penalty: 3079.577637
	Iteration 39Q: 3 clusters Score -687030.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -687065.187500 Penalty: 3079.577637
	Iteration 40F: 3 clusters Score -687065.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -687105.375000 Penalty: 3079.577637
	Iteration 41Q: 3 clusters Score -687105.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -687134.625000 Penalty: 3079.577637
	Iteration 42Q: 3 clusters Score -687134.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -687167.250000 Penalty: 3079.577637
	Iteration 43Q: 3 clusters Score -687167.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -687193.875000 Penalty: 3079.577637
	Iteration 44Q: 3 clusters Score -687193.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -687214.875000 Penalty: 3079.577637
	Iteration 45Q: 3 clusters Score -687214.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -687233.562500 Penalty: 3079.577637
	Iteration 46Q: 3 clusters Score -687233.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -687244.562500 Penalty: 3079.577637
	Iteration 47Q: 3 clusters Score -687244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -687253.625000 Penalty: 3079.577637
	Iteration 48Q: 3 clusters Score -687253.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -687261.000000 Penalty: 3079.577637
	Iteration 49Q: 3 clusters Score -687261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -687266.625000 Penalty: 3079.577637
	Iteration 50Q: 3 clusters Score -687266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -687270.375000 Penalty: 3079.577637
	Iteration 51Q: 3 clusters Score -687270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -687273.500000 Penalty: 3079.577637
	Iteration 52Q: 3 clusters Score -687273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -687275.937500 Penalty: 3079.577637
	Iteration 53Q: 3 clusters Score -687275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -687276.687500 Penalty: 3079.577637
	Iteration 54Q: 3 clusters Score -687276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -687277.125000 Penalty: 3079.577637
	Iteration 55Q: 3 clusters Score -687277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -687279.312500 Penalty: 3079.577637
	Iteration 56Q: 3 clusters Score -687279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -687282.875000 Penalty: 3079.577637
	Iteration 57Q: 3 clusters Score -687282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -687285.375000 Penalty: 3079.577637
	Iteration 58Q: 3 clusters Score -687285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -687286.562500 Penalty: 3079.577637
	Iteration 59Q: 3 clusters Score -687286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -687287.375000 Penalty: 3079.577637
	Iteration 60F: 3 clusters Score -687287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -687290.187500 Penalty: 3079.577637
	Iteration 61Q: 3 clusters Score -687290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -687290.625000 Penalty: 3079.577637
	Iteration 62Q: 3 clusters Score -687290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -687290.687500 Penalty: 3079.577637
	Iteration 63Q: 3 clusters Score -687290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -687291.187500 Penalty: 3079.577637
	Iteration 64Q: 3 clusters Score -687291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -687293.187500 Penalty: 3079.577637
	Iteration 65Q: 3 clusters Score -687293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -687294.500000 Penalty: 3079.577637
	Iteration 66Q: 3 clusters Score -687294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -687294.750000 Penalty: 3079.577637
	Iteration 67Q: 3 clusters Score -687294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -687294.750000 Penalty: 3079.577637
	Iteration 68F: 3 clusters Score -687294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Entering Unmasked Estep 
Score: -248554.875000 Penalty: 1398.226562
	Iteration 0F: 2 clusters Score -248554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -244317.718750 Penalty: 2796.453125
	Iteration 0F: 3 clusters Score -244317.7 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -245476.984375 Penalty: 2796.453125
	Iteration 1F: 3 clusters Score -245477 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -245656.093750 Penalty: 2796.453125
	Iteration 2F: 3 clusters Score -245656.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -245819.015625 Penalty: 2796.453125
	Iteration 3F: 3 clusters Score -245819 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -245982.265625 Penalty: 2796.453125
	Iteration 4F: 3 clusters Score -245982.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -246122.968750 Penalty: 2796.453125
	Iteration 5Q: 3 clusters Score -246123 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -246250.640625 Penalty: 2796.453125
	Iteration 6Q: 3 clusters Score -246250.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -246364.796875 Penalty: 2796.453125
	Iteration 7Q: 3 clusters Score -246364.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -246480.703125 Penalty: 2796.453125
	Iteration 8Q: 3 clusters Score -246480.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -246617.125000 Penalty: 2796.453125
	Iteration 9Q: 3 clusters Score -246617.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -246758.046875 Penalty: 2796.453125
	Iteration 10Q: 3 clusters Score -246758 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -246896.703125 Penalty: 2796.453125
	Iteration 11Q: 3 clusters Score -246896.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -247013.859375 Penalty: 2796.453125
	Iteration 12Q: 3 clusters Score -247013.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -247101.437500 Penalty: 2796.453125
	Iteration 13Q: 3 clusters Score -247101.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -247168.359375 Penalty: 2796.453125
	Iteration 14Q: 3 clusters Score -247168.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -247201.984375 Penalty: 2796.453125
	Iteration 15Q: 3 clusters Score -247202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -247234.375000 Penalty: 2796.453125
	Iteration 16Q: 3 clusters Score -247234.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -247261.296875 Penalty: 2796.453125
	Iteration 17Q: 3 clusters Score -247261.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -247278.234375 Penalty: 2796.453125
	Iteration 18Q: 3 clusters Score -247278.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -247286.906250 Penalty: 2796.453125
	Iteration 19Q: 3 clusters Score -247286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -247293.375000 Penalty: 2796.453125
	Iteration 20F: 3 clusters Score -247293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -247297.312500 Penalty: 2796.453125
	Iteration 21Q: 3 clusters Score -247297.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -247301.250000 Penalty: 2796.453125
	Iteration 22Q: 3 clusters Score -247301.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -247304.093750 Penalty: 2796.453125
	Iteration 23Q: 3 clusters Score -247304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -247305.046875 Penalty: 2796.453125
	Iteration 24Q: 3 clusters Score -247305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -247305.015625 Penalty: 2796.453125
	Iteration 25Q: 3 clusters Score -247305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -247305.812500 Penalty: 2796.453125
	Iteration 26Q: 3 clusters Score -247305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -247306.750000 Penalty: 2796.453125
	Iteration 27Q: 3 clusters Score -247306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -247306.515625 Penalty: 2796.453125
	Iteration 28Q: 3 clusters Score -247306.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -247306.515625 Penalty: 2796.453125
	Iteration 29F: 3 clusters Score -247306.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -437547.625000 Penalty: 1466.147095
	Iteration 0F: 2 clusters Score -437547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -431418.937500 Penalty: 2932.294189
	Iteration 0F: 3 clusters Score -431418.9 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -433353.968750 Penalty: 2932.294189
	Iteration 1F: 3 clusters Score -433354 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -433617.562500 Penalty: 2932.294189
	Iteration 2F: 3 clusters Score -433617.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -433801.593750 Penalty: 2932.294189
	Iteration 3F: 3 clusters Score -433801.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -433928.875000 Penalty: 2932.294189
	Iteration 4Q: 3 clusters Score -433928.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -434042.687500 Penalty: 2932.294189
	Iteration 5Q: 3 clusters Score -434042.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -434155.156250 Penalty: 2932.294189
	Iteration 6Q: 3 clusters Score -434155.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -434262.156250 Penalty: 2932.294189
	Iteration 7Q: 3 clusters Score -434262.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -434379.593750 Penalty: 2932.294189
	Iteration 8Q: 3 clusters Score -434379.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -434508.750000 Penalty: 2932.294189
	Iteration 9Q: 3 clusters Score -434508.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -434628.125000 Penalty: 2932.294189
	Iteration 10Q: 3 clusters Score -434628.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -434773.625000 Penalty: 2932.294189
	Iteration 11Q: 3 clusters Score -434773.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -434955.906250 Penalty: 2932.294189
	Iteration 12Q: 3 clusters Score -434955.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -435153.593750 Penalty: 2932.294189
	Iteration 13Q: 3 clusters Score -435153.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -435333.437500 Penalty: 2932.294189
	Iteration 14Q: 3 clusters Score -435333.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -435504.812500 Penalty: 2932.294189
	Iteration 15Q: 3 clusters Score -435504.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -435615.687500 Penalty: 2932.294189
	Iteration 16Q: 3 clusters Score -435615.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -435703.562500 Penalty: 2932.294189
	Iteration 17Q: 3 clusters Score -435703.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -435765.625000 Penalty: 2932.294189
	Iteration 18Q: 3 clusters Score -435765.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -435805.625000 Penalty: 2932.294189
	Iteration 19Q: 3 clusters Score -435805.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -435833.281250 Penalty: 2932.294189
	Iteration 20F: 3 clusters Score -435833.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -435857.500000 Penalty: 2932.294189
	Iteration 21Q: 3 clusters Score -435857.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -435878.125000 Penalty: 2932.294189
	Iteration 22Q: 3 clusters Score -435878.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -435895.343750 Penalty: 2932.294189
	Iteration 23Q: 3 clusters Score -435895.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -435903.625000 Penalty: 2932.294189
	Iteration 24Q: 3 clusters Score -435903.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -435916.500000 Penalty: 2932.294189
	Iteration 25Q: 3 clusters Score -435916.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -435926.875000 Penalty: 2932.294189
	Iteration 26Q: 3 clusters Score -435926.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -435935.593750 Penalty: 2932.294189
	Iteration 27Q: 3 clusters Score -435935.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -435946.687500 Penalty: 2932.294189
	Iteration 28Q: 3 clusters Score -435946.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -435955.406250 Penalty: 2932.294189
	Iteration 29Q: 3 clusters Score -435955.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -435965.875000 Penalty: 2932.294189
	Iteration 30Q: 3 clusters Score -435965.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -435977.156250 Penalty: 2932.294189
	Iteration 31Q: 3 clusters Score -435977.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435985.031250 Penalty: 2932.294189
	Iteration 32Q: 3 clusters Score -435985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -435990.187500 Penalty: 2932.294189
	Iteration 33Q: 3 clusters Score -435990.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435996.343750 Penalty: 2932.294189
	Iteration 34Q: 3 clusters Score -435996.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -436003.187500 Penalty: 2932.294189
	Iteration 35Q: 3 clusters Score -436003.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -436009.906250 Penalty: 2932.294189
	Iteration 36Q: 3 clusters Score -436009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -436016.937500 Penalty: 2932.294189
	Iteration 37Q: 3 clusters Score -436016.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -436026.000000 Penalty: 2932.294189
	Iteration 38Q: 3 clusters Score -436026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -436030.843750 Penalty: 2932.294189
	Iteration 39Q: 3 clusters Score -436030.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -436037.406250 Penalty: 2932.294189
	Iteration 40F: 3 clusters Score -436037.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -436044.218750 Penalty: 2932.294189
	Iteration 41Q: 3 clusters Score -436044.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -436049.843750 Penalty: 2932.294189
	Iteration 42Q: 3 clusters Score -436049.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -436055.187500 Penalty: 2932.294189
	Iteration 43Q: 3 clusters Score -436055.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -436060.968750 Penalty: 2932.294189
	Iteration 44Q: 3 clusters Score -436061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -436065.562500 Penalty: 2932.294189
	Iteration 45Q: 3 clusters Score -436065.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -436071.000000 Penalty: 2932.294189
	Iteration 46Q: 3 clusters Score -436071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -436079.343750 Penalty: 2932.294189
	Iteration 47Q: 3 clusters Score -436079.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -436086.281250 Penalty: 2932.294189
	Iteration 48Q: 3 clusters Score -436086.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -436093.687500 Penalty: 2932.294189
	Iteration 49Q: 3 clusters Score -436093.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -436102.312500 Penalty: 2932.294189
	Iteration 50Q: 3 clusters Score -436102.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -436106.406250 Penalty: 2932.294189
	Iteration 51Q: 3 clusters Score -436106.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -436111.125000 Penalty: 2932.294189
	Iteration 52Q: 3 clusters Score -436111.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -436116.250000 Penalty: 2932.294189
	Iteration 53Q: 3 clusters Score -436116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -436125.125000 Penalty: 2932.294189
	Iteration 54Q: 3 clusters Score -436125.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -436130.562500 Penalty: 2932.294189
	Iteration 55Q: 3 clusters Score -436130.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -436136.937500 Penalty: 2932.294189
	Iteration 56Q: 3 clusters Score -436136.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -436141.375000 Penalty: 2932.294189
	Iteration 57Q: 3 clusters Score -436141.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -436145.843750 Penalty: 2932.294189
	Iteration 58Q: 3 clusters Score -436145.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -436150.187500 Penalty: 2932.294189
	Iteration 59Q: 3 clusters Score -436150.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -436156.500000 Penalty: 2932.294189
	Iteration 60F: 3 clusters Score -436156.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -436165.031250 Penalty: 2932.294189
	Iteration 61Q: 3 clusters Score -436165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -436171.656250 Penalty: 2932.294189
	Iteration 62Q: 3 clusters Score -436171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436175.937500 Penalty: 2932.294189
	Iteration 63Q: 3 clusters Score -436175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -436181.093750 Penalty: 2932.294189
	Iteration 64Q: 3 clusters Score -436181.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -436187.718750 Penalty: 2932.294189
	Iteration 65Q: 3 clusters Score -436187.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -436192.812500 Penalty: 2932.294189
	Iteration 66Q: 3 clusters Score -436192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -436196.000000 Penalty: 2932.294189
	Iteration 67Q: 3 clusters Score -436196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -436199.406250 Penalty: 2932.294189
	Iteration 68Q: 3 clusters Score -436199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -436203.375000 Penalty: 2932.294189
	Iteration 69Q: 3 clusters Score -436203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -436205.093750 Penalty: 2932.294189
	Iteration 70Q: 3 clusters Score -436205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -436207.843750 Penalty: 2932.294189
	Iteration 71Q: 3 clusters Score -436207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -436209.812500 Penalty: 2932.294189
	Iteration 72Q: 3 clusters Score -436209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -436212.843750 Penalty: 2932.294189
	Iteration 73Q: 3 clusters Score -436212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -436214.875000 Penalty: 2932.294189
	Iteration 74Q: 3 clusters Score -436214.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -436221.281250 Penalty: 2932.294189
	Iteration 75Q: 3 clusters Score -436221.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -436227.375000 Penalty: 2932.294189
	Iteration 76Q: 3 clusters Score -436227.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -436235.812500 Penalty: 2932.294189
	Iteration 77Q: 3 clusters Score -436235.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -436240.906250 Penalty: 2932.294189
	Iteration 78Q: 3 clusters Score -436240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -436243.718750 Penalty: 2932.294189
	Iteration 79Q: 3 clusters Score -436243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436244.312500 Penalty: 2932.294189
	Iteration 80F: 3 clusters Score -436244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -436245.718750 Penalty: 2932.294189
	Iteration 81Q: 3 clusters Score -436245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -436246.062500 Penalty: 2932.294189
	Iteration 82Q: 3 clusters Score -436246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -436247.062500 Penalty: 2932.294189
	Iteration 83Q: 3 clusters Score -436247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -436247.281250 Penalty: 2932.294189
	Iteration 84Q: 3 clusters Score -436247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -436247.625000 Penalty: 2932.294189
	Iteration 85Q: 3 clusters Score -436247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -436247.593750 Penalty: 2932.294189
	Iteration 86Q: 3 clusters Score -436247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -436247.000000 Penalty: 2932.294189
	Iteration 87Q: 3 clusters Score -436247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -436248.125000 Penalty: 2932.294189
	Iteration 88Q: 3 clusters Score -436248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -436248.000000 Penalty: 2932.294189
	Iteration 89Q: 3 clusters Score -436248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -436248.000000 Penalty: 2932.294189
	Iteration 90F: 3 clusters Score -436248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -614866.812500 Penalty: 1524.633301
	Iteration 0F: 2 clusters Score -614866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -606442.062500 Penalty: 3049.266602
	Iteration 0F: 3 clusters Score -606442.1 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -609281.312500 Penalty: 3049.266602
	Iteration 1F: 3 clusters Score -609281.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -609517.625000 Penalty: 3049.266602
	Iteration 2F: 3 clusters Score -609517.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -609711.187500 Penalty: 3049.266602
	Iteration 3Q: 3 clusters Score -609711.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -609863.000000 Penalty: 3049.266602
	Iteration 4Q: 3 clusters Score -609863 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -609981.000000 Penalty: 3049.266602
	Iteration 5Q: 3 clusters Score -609981 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -610076.500000 Penalty: 3049.266602
	Iteration 6Q: 3 clusters Score -610076.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -610167.062500 Penalty: 3049.266602
	Iteration 7Q: 3 clusters Score -610167.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -610254.625000 Penalty: 3049.266602
	Iteration 8Q: 3 clusters Score -610254.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -610333.562500 Penalty: 3049.266602
	Iteration 9Q: 3 clusters Score -610333.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -610402.312500 Penalty: 3049.266602
	Iteration 10Q: 3 clusters Score -610402.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -610472.062500 Penalty: 3049.266602
	Iteration 11Q: 3 clusters Score -610472.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -610533.625000 Penalty: 3049.266602
	Iteration 12Q: 3 clusters Score -610533.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -610598.312500 Penalty: 3049.266602
	Iteration 13Q: 3 clusters Score -610598.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -610662.437500 Penalty: 3049.266602
	Iteration 14Q: 3 clusters Score -610662.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -610730.500000 Penalty: 3049.266602
	Iteration 15Q: 3 clusters Score -610730.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -610795.750000 Penalty: 3049.266602
	Iteration 16Q: 3 clusters Score -610795.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -610869.250000 Penalty: 3049.266602
	Iteration 17Q: 3 clusters Score -610869.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -610950.875000 Penalty: 3049.266602
	Iteration 18Q: 3 clusters Score -610950.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -611039.937500 Penalty: 3049.266602
	Iteration 19Q: 3 clusters Score -611039.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -611127.062500 Penalty: 3049.266602
	Iteration 20F: 3 clusters Score -611127.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -611210.562500 Penalty: 3049.266602
	Iteration 21Q: 3 clusters Score -611210.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -611297.000000 Penalty: 3049.266602
	Iteration 22Q: 3 clusters Score -611297 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -611396.187500 Penalty: 3049.266602
	Iteration 23Q: 3 clusters Score -611396.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -611503.875000 Penalty: 3049.266602
	Iteration 24Q: 3 clusters Score -611503.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -611619.750000 Penalty: 3049.266602
	Iteration 25Q: 3 clusters Score -611619.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -611710.437500 Penalty: 3049.266602
	Iteration 26Q: 3 clusters Score -611710.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -611772.562500 Penalty: 3049.266602
	Iteration 27Q: 3 clusters Score -611772.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -611816.562500 Penalty: 3049.266602
	Iteration 28Q: 3 clusters Score -611816.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -611854.750000 Penalty: 3049.266602
	Iteration 29Q: 3 clusters Score -611854.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -611886.625000 Penalty: 3049.266602
	Iteration 30Q: 3 clusters Score -611886.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -611908.812500 Penalty: 3049.266602
	Iteration 31Q: 3 clusters Score -611908.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -611929.437500 Penalty: 3049.266602
	Iteration 32Q: 3 clusters Score -611929.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -611953.812500 Penalty: 3049.266602
	Iteration 33Q: 3 clusters Score -611953.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -611969.750000 Penalty: 3049.266602
	Iteration 34Q: 3 clusters Score -611969.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -611983.812500 Penalty: 3049.266602
	Iteration 35Q: 3 clusters Score -611983.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -611999.875000 Penalty: 3049.266602
	Iteration 36Q: 3 clusters Score -611999.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -612019.000000 Penalty: 3049.266602
	Iteration 37Q: 3 clusters Score -612019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -612034.500000 Penalty: 3049.266602
	Iteration 38Q: 3 clusters Score -612034.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -612053.937500 Penalty: 3049.266602
	Iteration 39Q: 3 clusters Score -612053.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -612072.500000 Penalty: 3049.266602
	Iteration 40F: 3 clusters Score -612072.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -612087.187500 Penalty: 3049.266602
	Iteration 41Q: 3 clusters Score -612087.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -612101.437500 Penalty: 3049.266602
	Iteration 42Q: 3 clusters Score -612101.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -612110.687500 Penalty: 3049.266602
	Iteration 43Q: 3 clusters Score -612110.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -612121.625000 Penalty: 3049.266602
	Iteration 44Q: 3 clusters Score -612121.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -612132.500000 Penalty: 3049.266602
	Iteration 45Q: 3 clusters Score -612132.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -612143.687500 Penalty: 3049.266602
	Iteration 46Q: 3 clusters Score -612143.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -612154.625000 Penalty: 3049.266602
	Iteration 47Q: 3 clusters Score -612154.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -612164.125000 Penalty: 3049.266602
	Iteration 48Q: 3 clusters Score -612164.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -612175.562500 Penalty: 3049.266602
	Iteration 49Q: 3 clusters Score -612175.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -612188.062500 Penalty: 3049.266602
	Iteration 50Q: 3 clusters Score -612188.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -612205.250000 Penalty: 3049.266602
	Iteration 51Q: 3 clusters Score -612205.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -612220.125000 Penalty: 3049.266602
	Iteration 52Q: 3 clusters Score -612220.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -612234.687500 Penalty: 3049.266602
	Iteration 53Q: 3 clusters Score -612234.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -612248.062500 Penalty: 3049.266602
	Iteration 54Q: 3 clusters Score -612248.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -612264.125000 Penalty: 3049.266602
	Iteration 55Q: 3 clusters Score -612264.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -612285.812500 Penalty: 3049.266602
	Iteration 56Q: 3 clusters Score -612285.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -612303.500000 Penalty: 3049.266602
	Iteration 57Q: 3 clusters Score -612303.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -612326.750000 Penalty: 3049.266602
	Iteration 58Q: 3 clusters Score -612326.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -612351.375000 Penalty: 3049.266602
	Iteration 59Q: 3 clusters Score -612351.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -612383.500000 Penalty: 3049.266602
	Iteration 60F: 3 clusters Score -612383.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -612419.062500 Penalty: 3049.266602
	Iteration 61Q: 3 clusters Score -612419.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -612450.625000 Penalty: 3049.266602
	Iteration 62Q: 3 clusters Score -612450.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -612485.875000 Penalty: 3049.266602
	Iteration 63Q: 3 clusters Score -612485.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -612529.437500 Penalty: 3049.266602
	Iteration 64Q: 3 clusters Score -612529.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -612576.875000 Penalty: 3049.266602
	Iteration 65Q: 3 clusters Score -612576.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -612644.437500 Penalty: 3049.266602
	Iteration 66Q: 3 clusters Score -612644.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -612713.062500 Penalty: 3049.266602
	Iteration 67Q: 3 clusters Score -612713.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -612777.312500 Penalty: 3049.266602
	Iteration 68Q: 3 clusters Score -612777.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -612849.500000 Penalty: 3049.266602
	Iteration 69Q: 3 clusters Score -612849.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -612924.687500 Penalty: 3049.266602
	Iteration 70Q: 3 clusters Score -612924.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -613005.687500 Penalty: 3049.266602
	Iteration 71Q: 3 clusters Score -613005.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -613089.375000 Penalty: 3049.266602
	Iteration 72Q: 3 clusters Score -613089.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -613162.500000 Penalty: 3049.266602
	Iteration 73Q: 3 clusters Score -613162.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -613230.687500 Penalty: 3049.266602
	Iteration 74Q: 3 clusters Score -613230.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -613283.937500 Penalty: 3049.266602
	Iteration 75Q: 3 clusters Score -613283.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -613331.312500 Penalty: 3049.266602
	Iteration 76Q: 3 clusters Score -613331.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -613373.500000 Penalty: 3049.266602
	Iteration 77Q: 3 clusters Score -613373.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -613395.375000 Penalty: 3049.266602
	Iteration 78Q: 3 clusters Score -613395.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -613417.937500 Penalty: 3049.266602
	Iteration 79Q: 3 clusters Score -613417.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -613430.000000 Penalty: 3049.266602
	Iteration 80F: 3 clusters Score -613430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -613439.250000 Penalty: 3049.266602
	Iteration 81Q: 3 clusters Score -613439.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -613447.312500 Penalty: 3049.266602
	Iteration 82Q: 3 clusters Score -613447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -613456.937500 Penalty: 3049.266602
	Iteration 83Q: 3 clusters Score -613456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -613462.625000 Penalty: 3049.266602
	Iteration 84Q: 3 clusters Score -613462.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -613470.187500 Penalty: 3049.266602
	Iteration 85Q: 3 clusters Score -613470.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -613476.000000 Penalty: 3049.266602
	Iteration 86Q: 3 clusters Score -613476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -613485.187500 Penalty: 3049.266602
	Iteration 87Q: 3 clusters Score -613485.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -613492.875000 Penalty: 3049.266602
	Iteration 88Q: 3 clusters Score -613492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -613503.125000 Penalty: 3049.266602
	Iteration 89Q: 3 clusters Score -613503.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -613511.625000 Penalty: 3049.266602
	Iteration 90Q: 3 clusters Score -613511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -613515.937500 Penalty: 3049.266602
	Iteration 91Q: 3 clusters Score -613515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -613521.812500 Penalty: 3049.266602
	Iteration 92Q: 3 clusters Score -613521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -613522.312500 Penalty: 3049.266602
	Iteration 93Q: 3 clusters Score -613522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -613528.500000 Penalty: 3049.266602
	Iteration 94Q: 3 clusters Score -613528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -613530.812500 Penalty: 3049.266602
	Iteration 95Q: 3 clusters Score -613530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -613534.437500 Penalty: 3049.266602
	Iteration 96Q: 3 clusters Score -613534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -613540.250000 Penalty: 3049.266602
	Iteration 97Q: 3 clusters Score -613540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -613542.062500 Penalty: 3049.266602
	Iteration 98Q: 3 clusters Score -613542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -613543.875000 Penalty: 3049.266602
	Iteration 99Q: 3 clusters Score -613543.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -613546.062500 Penalty: 3049.266602
	Iteration 100F: 3 clusters Score -613546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -613547.375000 Penalty: 3049.266602
	Iteration 101Q: 3 clusters Score -613547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -613548.812500 Penalty: 3049.266602
	Iteration 102Q: 3 clusters Score -613548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -613548.812500 Penalty: 3049.266602
	Iteration 103F: 3 clusters Score -613548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Entering Unmasked Estep 
Score: -10714683.000000 Penalty: 1987.801880
	Iteration 0F: 2 clusters Score -1.071468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -10575693.000000 Penalty: 3975.603760
	Iteration 0F: 3 clusters Score -1.057569e+07 nChanged 99964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -10634891.000000 Penalty: 3975.603760
	Iteration 1F: 3 clusters Score -1.063489e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -10636109.000000 Penalty: 3975.603760
	Iteration 2Q: 3 clusters Score -1.063611e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -10638352.000000 Penalty: 3975.603760
	Iteration 3Q: 3 clusters Score -1.063835e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 124921 members 
Entering Unmasked Estep 
Score: -10642240.000000 Penalty: 3975.603760
	Iteration 4Q: 3 clusters Score -1.064224e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 137208 members 
Entering Unmasked Estep 
Score: -10649963.000000 Penalty: 3975.603760
	Iteration 5F: 3 clusters Score -1.064996e+07 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -10663440.000000 Penalty: 3975.603760
	Iteration 6F: 3 clusters Score -1.066344e+07 nChanged 19274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -10681805.000000 Penalty: 3975.603760
	Iteration 7F: 3 clusters Score -1.06818e+07 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -10697734.000000 Penalty: 3975.603760
	Iteration 8F: 3 clusters Score -1.069773e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 198909 members 
Entering Unmasked Estep 
Score: -10707029.000000 Penalty: 3975.603760
	Iteration 9Q: 3 clusters Score -1.070703e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 203064 members 
Entering Unmasked Estep 
Score: -10710813.000000 Penalty: 3975.603760
	Iteration 10Q: 3 clusters Score -1.071081e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 204540 members 
Entering Unmasked Estep 
Score: -10712161.000000 Penalty: 3975.603760
	Iteration 11Q: 3 clusters Score -1.071216e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 204975 members 
Entering Unmasked Estep 
Score: -10712628.000000 Penalty: 3975.603760
	Iteration 12Q: 3 clusters Score -1.071263e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 205074 members 
Entering Unmasked Estep 
Score: -10712782.000000 Penalty: 3975.603760
	Iteration 13Q: 3 clusters Score -1.071278e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 205102 members 
Entering Unmasked Estep 
Score: -10712875.000000 Penalty: 3975.603760
	Iteration 14Q: 3 clusters Score -1.071288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205119 members 
Entering Unmasked Estep 
Score: -10712926.000000 Penalty: 3975.603760
	Iteration 15Q: 3 clusters Score -1.071293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 205124 members 
Entering Unmasked Estep 
Score: -10712955.000000 Penalty: 3975.603760
	Iteration 16Q: 3 clusters Score -1.071296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205119 members 
Entering Unmasked Estep 
Score: -10712965.000000 Penalty: 3975.603760
	Iteration 17Q: 3 clusters Score -1.071296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 205115 members 
Entering Unmasked Estep 
Score: -10712975.000000 Penalty: 3975.603760
	Iteration 18Q: 3 clusters Score -1.071298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205113 members 
Entering Unmasked Estep 
Score: -10712982.000000 Penalty: 3975.603760
	Iteration 19Q: 3 clusters Score -1.071298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205112 members 
Entering Unmasked Estep 
Score: -10712999.000000 Penalty: 3975.603760
	Iteration 20F: 3 clusters Score -1.0713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205113 members 
Entering Unmasked Estep 
Score: -10713004.000000 Penalty: 3975.603760
	Iteration 21Q: 3 clusters Score -1.0713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 205115 members 
Entering Unmasked Estep 
Score: -10713015.000000 Penalty: 3975.603760
	Iteration 22Q: 3 clusters Score -1.071302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205120 members 
Entering Unmasked Estep 
Score: -10713030.000000 Penalty: 3975.603760
	Iteration 23Q: 3 clusters Score -1.071303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205118 members 
Entering Unmasked Estep 
Score: -10713032.000000 Penalty: 3975.603760
	Iteration 24Q: 3 clusters Score -1.071303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 205114 members 
Entering Unmasked Estep 
Score: -10713034.000000 Penalty: 3975.603760
	Iteration 25Q: 3 clusters Score -1.071303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205113 members 
Entering Unmasked Estep 
Score: -10713030.000000 Penalty: 3975.603760
	Iteration 26Q: 3 clusters Score -1.071303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 205114 members 
Entering Unmasked Estep 
Score: -10713032.000000 Penalty: 3975.603760
	Iteration 27Q: 3 clusters Score -1.071303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 205115 members 
Entering Unmasked Estep 
Score: -10713036.000000 Penalty: 3975.603760
	Iteration 28Q: 3 clusters Score -1.071304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 205115 members 
Entering Unmasked Estep 
Score: -10713036.000000 Penalty: 3975.603760
	Iteration 29F: 3 clusters Score -1.071304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -835392.687500 Penalty: 1570.125000
	Iteration 0F: 2 clusters Score -835392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -824608.937500 Penalty: 3140.250000
	Iteration 0F: 3 clusters Score -824608.9 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -828471.562500 Penalty: 3140.250000
	Iteration 1F: 3 clusters Score -828471.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -828793.187500 Penalty: 3140.250000
	Iteration 2F: 3 clusters Score -828793.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -829060.187500 Penalty: 3140.250000
	Iteration 3Q: 3 clusters Score -829060.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -829307.937500 Penalty: 3140.250000
	Iteration 4Q: 3 clusters Score -829307.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -829540.125000 Penalty: 3140.250000
	Iteration 5Q: 3 clusters Score -829540.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -829754.500000 Penalty: 3140.250000
	Iteration 6Q: 3 clusters Score -829754.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -829970.375000 Penalty: 3140.250000
	Iteration 7Q: 3 clusters Score -829970.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -830224.125000 Penalty: 3140.250000
	Iteration 8Q: 3 clusters Score -830224.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -830555.000000 Penalty: 3140.250000
	Iteration 9Q: 3 clusters Score -830555 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -830939.937500 Penalty: 3140.250000
	Iteration 10Q: 3 clusters Score -830939.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -831341.375000 Penalty: 3140.250000
	Iteration 11Q: 3 clusters Score -831341.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -831772.625000 Penalty: 3140.250000
	Iteration 12Q: 3 clusters Score -831772.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -832200.250000 Penalty: 3140.250000
	Iteration 13Q: 3 clusters Score -832200.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -832604.062500 Penalty: 3140.250000
	Iteration 14Q: 3 clusters Score -832604.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -832868.750000 Penalty: 3140.250000
	Iteration 15Q: 3 clusters Score -832868.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -833037.562500 Penalty: 3140.250000
	Iteration 16Q: 3 clusters Score -833037.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -833156.125000 Penalty: 3140.250000
	Iteration 17Q: 3 clusters Score -833156.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -833236.812500 Penalty: 3140.250000
	Iteration 18Q: 3 clusters Score -833236.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -833302.687500 Penalty: 3140.250000
	Iteration 19Q: 3 clusters Score -833302.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -833353.687500 Penalty: 3140.250000
	Iteration 20F: 3 clusters Score -833353.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -833396.625000 Penalty: 3140.250000
	Iteration 21Q: 3 clusters Score -833396.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -833453.437500 Penalty: 3140.250000
	Iteration 22Q: 3 clusters Score -833453.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -833503.500000 Penalty: 3140.250000
	Iteration 23Q: 3 clusters Score -833503.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -833542.687500 Penalty: 3140.250000
	Iteration 24Q: 3 clusters Score -833542.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -833587.875000 Penalty: 3140.250000
	Iteration 25Q: 3 clusters Score -833587.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -833632.625000 Penalty: 3140.250000
	Iteration 26Q: 3 clusters Score -833632.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -833682.937500 Penalty: 3140.250000
	Iteration 27Q: 3 clusters Score -833682.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -833728.937500 Penalty: 3140.250000
	Iteration 28Q: 3 clusters Score -833728.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -833780.250000 Penalty: 3140.250000
	Iteration 29Q: 3 clusters Score -833780.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -833828.375000 Penalty: 3140.250000
	Iteration 30Q: 3 clusters Score -833828.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -833868.187500 Penalty: 3140.250000
	Iteration 31Q: 3 clusters Score -833868.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -833909.625000 Penalty: 3140.250000
	Iteration 32Q: 3 clusters Score -833909.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -833941.000000 Penalty: 3140.250000
	Iteration 33Q: 3 clusters Score -833941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -833965.000000 Penalty: 3140.250000
	Iteration 34Q: 3 clusters Score -833965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -833977.875000 Penalty: 3140.250000
	Iteration 35Q: 3 clusters Score -833977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -833986.375000 Penalty: 3140.250000
	Iteration 36Q: 3 clusters Score -833986.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -833993.562500 Penalty: 3140.250000
	Iteration 37Q: 3 clusters Score -833993.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -833999.937500 Penalty: 3140.250000
	Iteration 38Q: 3 clusters Score -833999.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -834004.625000 Penalty: 3140.250000
	Iteration 39Q: 3 clusters Score -834004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -834008.562500 Penalty: 3140.250000
	Iteration 40F: 3 clusters Score -834008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -834014.437500 Penalty: 3140.250000
	Iteration 41Q: 3 clusters Score -834014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -834024.250000 Penalty: 3140.250000
	Iteration 42Q: 3 clusters Score -834024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -834031.812500 Penalty: 3140.250000
	Iteration 43Q: 3 clusters Score -834031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -834034.187500 Penalty: 3140.250000
	Iteration 44Q: 3 clusters Score -834034.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -834038.875000 Penalty: 3140.250000
	Iteration 45Q: 3 clusters Score -834038.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -834042.062500 Penalty: 3140.250000
	Iteration 46Q: 3 clusters Score -834042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -834044.937500 Penalty: 3140.250000
	Iteration 47Q: 3 clusters Score -834044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -834045.625000 Penalty: 3140.250000
	Iteration 48Q: 3 clusters Score -834045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -834047.750000 Penalty: 3140.250000
	Iteration 49Q: 3 clusters Score -834047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -834050.062500 Penalty: 3140.250000
	Iteration 50Q: 3 clusters Score -834050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -834051.937500 Penalty: 3140.250000
	Iteration 51Q: 3 clusters Score -834051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -834053.562500 Penalty: 3140.250000
	Iteration 52Q: 3 clusters Score -834053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -834054.937500 Penalty: 3140.250000
	Iteration 53Q: 3 clusters Score -834054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -834056.375000 Penalty: 3140.250000
	Iteration 54Q: 3 clusters Score -834056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -834055.187500 Penalty: 3140.250000
	Iteration 55Q: 3 clusters Score -834055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -834055.687500 Penalty: 3140.250000
	Iteration 56Q: 3 clusters Score -834055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -834056.687500 Penalty: 3140.250000
	Iteration 57Q: 3 clusters Score -834056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -834056.125000 Penalty: 3140.250000
	Iteration 58Q: 3 clusters Score -834056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -834056.812500 Penalty: 3140.250000
	Iteration 59Q: 3 clusters Score -834056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -834057.375000 Penalty: 3140.250000
	Iteration 60F: 3 clusters Score -834057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -834059.875000 Penalty: 3140.250000
	Iteration 61Q: 3 clusters Score -834059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -834060.250000 Penalty: 3140.250000
	Iteration 62Q: 3 clusters Score -834060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -834062.875000 Penalty: 3140.250000
	Iteration 63Q: 3 clusters Score -834062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -834062.687500 Penalty: 3140.250000
	Iteration 64Q: 3 clusters Score -834062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -834063.937500 Penalty: 3140.250000
	Iteration 65Q: 3 clusters Score -834063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -834064.562500 Penalty: 3140.250000
	Iteration 66Q: 3 clusters Score -834064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -834064.562500 Penalty: 3140.250000
	Iteration 67F: 3 clusters Score -834064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Entering Unmasked Estep 
Score: -3307203.750000 Penalty: 1797.100220
	Iteration 0F: 2 clusters Score -3307204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -3264537.250000 Penalty: 3594.200439
	Iteration 0F: 3 clusters Score -3264537 nChanged 30155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3281610.250000 Penalty: 3594.200439
	Iteration 1F: 3 clusters Score -3281610 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3282158.250000 Penalty: 3594.200439
	Iteration 2Q: 3 clusters Score -3282158 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3282688.750000 Penalty: 3594.200439
	Iteration 3Q: 3 clusters Score -3282689 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3283317.750000 Penalty: 3594.200439
	Iteration 4Q: 3 clusters Score -3283318 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3284243.750000 Penalty: 3594.200439
	Iteration 5Q: 3 clusters Score -3284244 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3285673.250000 Penalty: 3594.200439
	Iteration 6Q: 3 clusters Score -3285673 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3287909.750000 Penalty: 3594.200439
	Iteration 7F: 3 clusters Score -3287910 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3291058.250000 Penalty: 3594.200439
	Iteration 8F: 3 clusters Score -3291058 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3295031.750000 Penalty: 3594.200439
	Iteration 9F: 3 clusters Score -3295032 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3298858.750000 Penalty: 3594.200439
	Iteration 10F: 3 clusters Score -3298859 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3301919.250000 Penalty: 3594.200439
	Iteration 11F: 3 clusters Score -3301919 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3303841.250000 Penalty: 3594.200439
	Iteration 12Q: 3 clusters Score -3303841 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3304848.750000 Penalty: 3594.200439
	Iteration 13Q: 3 clusters Score -3304849 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3305295.750000 Penalty: 3594.200439
	Iteration 14Q: 3 clusters Score -3305296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3305442.750000 Penalty: 3594.200439
	Iteration 15Q: 3 clusters Score -3305443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3305515.000000 Penalty: 3594.200439
	Iteration 16Q: 3 clusters Score -3305515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3305566.750000 Penalty: 3594.200439
	Iteration 17Q: 3 clusters Score -3305567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3305605.250000 Penalty: 3594.200439
	Iteration 18Q: 3 clusters Score -3305605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3305633.500000 Penalty: 3594.200439
	Iteration 19Q: 3 clusters Score -3305634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3305654.250000 Penalty: 3594.200439
	Iteration 20F: 3 clusters Score -3305654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3305667.000000 Penalty: 3594.200439
	Iteration 21Q: 3 clusters Score -3305667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3305675.500000 Penalty: 3594.200439
	Iteration 22Q: 3 clusters Score -3305676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3305683.250000 Penalty: 3594.200439
	Iteration 23Q: 3 clusters Score -3305683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3305692.500000 Penalty: 3594.200439
	Iteration 24Q: 3 clusters Score -3305692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3305702.750000 Penalty: 3594.200439
	Iteration 25Q: 3 clusters Score -3305703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3305704.750000 Penalty: 3594.200439
	Iteration 26Q: 3 clusters Score -3305705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3305704.000000 Penalty: 3594.200439
	Iteration 27Q: 3 clusters Score -3305704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3305703.500000 Penalty: 3594.200439
	Iteration 28Q: 3 clusters Score -3305704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3305703.500000 Penalty: 3594.200439
	Iteration 29F: 3 clusters Score -3305704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Entering Unmasked Estep 
Score: -186594.703125 Penalty: 1338.933960
	Iteration 0F: 2 clusters Score -186594.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -183356.609375 Penalty: 2677.867920
	Iteration 0F: 3 clusters Score -183356.6 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -184185.234375 Penalty: 2677.867920
	Iteration 1F: 3 clusters Score -184185.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -184367.953125 Penalty: 2677.867920
	Iteration 2F: 3 clusters Score -184368 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -184530.671875 Penalty: 2677.867920
	Iteration 3F: 3 clusters Score -184530.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -184683.531250 Penalty: 2677.867920
	Iteration 4F: 3 clusters Score -184683.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -184807.734375 Penalty: 2677.867920
	Iteration 5Q: 3 clusters Score -184807.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -184908.062500 Penalty: 2677.867920
	Iteration 6Q: 3 clusters Score -184908.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -184997.921875 Penalty: 2677.867920
	Iteration 7Q: 3 clusters Score -184997.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -185076.859375 Penalty: 2677.867920
	Iteration 8Q: 3 clusters Score -185076.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -185148.468750 Penalty: 2677.867920
	Iteration 9Q: 3 clusters Score -185148.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -185216.859375 Penalty: 2677.867920
	Iteration 10Q: 3 clusters Score -185216.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -185267.250000 Penalty: 2677.867920
	Iteration 11Q: 3 clusters Score -185267.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -185308.546875 Penalty: 2677.867920
	Iteration 12Q: 3 clusters Score -185308.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -185340.218750 Penalty: 2677.867920
	Iteration 13Q: 3 clusters Score -185340.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -185368.765625 Penalty: 2677.867920
	Iteration 14Q: 3 clusters Score -185368.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -185394.609375 Penalty: 2677.867920
	Iteration 15Q: 3 clusters Score -185394.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -185423.281250 Penalty: 2677.867920
	Iteration 16Q: 3 clusters Score -185423.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -185445.125000 Penalty: 2677.867920
	Iteration 17Q: 3 clusters Score -185445.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -185462.781250 Penalty: 2677.867920
	Iteration 18Q: 3 clusters Score -185462.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -185478.281250 Penalty: 2677.867920
	Iteration 19Q: 3 clusters Score -185478.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -185491.203125 Penalty: 2677.867920
	Iteration 20F: 3 clusters Score -185491.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -185497.500000 Penalty: 2677.867920
	Iteration 21Q: 3 clusters Score -185497.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -185502.390625 Penalty: 2677.867920
	Iteration 22Q: 3 clusters Score -185502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -185504.984375 Penalty: 2677.867920
	Iteration 23Q: 3 clusters Score -185505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -185509.062500 Penalty: 2677.867920
	Iteration 24Q: 3 clusters Score -185509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -185512.812500 Penalty: 2677.867920
	Iteration 25Q: 3 clusters Score -185512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -185516.109375 Penalty: 2677.867920
	Iteration 26Q: 3 clusters Score -185516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -185518.875000 Penalty: 2677.867920
	Iteration 27Q: 3 clusters Score -185518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -185520.656250 Penalty: 2677.867920
	Iteration 28Q: 3 clusters Score -185520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -185523.265625 Penalty: 2677.867920
	Iteration 29Q: 3 clusters Score -185523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -185526.671875 Penalty: 2677.867920
	Iteration 30Q: 3 clusters Score -185526.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -185528.687500 Penalty: 2677.867920
	Iteration 31Q: 3 clusters Score -185528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -185533.703125 Penalty: 2677.867920
	Iteration 32Q: 3 clusters Score -185533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -185541.578125 Penalty: 2677.867920
	Iteration 33Q: 3 clusters Score -185541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -185545.593750 Penalty: 2677.867920
	Iteration 34Q: 3 clusters Score -185545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -185548.281250 Penalty: 2677.867920
	Iteration 35Q: 3 clusters Score -185548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -185550.828125 Penalty: 2677.867920
	Iteration 36Q: 3 clusters Score -185550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -185552.750000 Penalty: 2677.867920
	Iteration 37Q: 3 clusters Score -185552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -185554.703125 Penalty: 2677.867920
	Iteration 38Q: 3 clusters Score -185554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -185556.078125 Penalty: 2677.867920
	Iteration 39Q: 3 clusters Score -185556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -185556.781250 Penalty: 2677.867920
	Iteration 40F: 3 clusters Score -185556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -185557.312500 Penalty: 2677.867920
	Iteration 41Q: 3 clusters Score -185557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -185558.453125 Penalty: 2677.867920
	Iteration 42Q: 3 clusters Score -185558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -185560.125000 Penalty: 2677.867920
	Iteration 43Q: 3 clusters Score -185560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -185561.000000 Penalty: 2677.867920
	Iteration 44Q: 3 clusters Score -185561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -185560.609375 Penalty: 2677.867920
	Iteration 45Q: 3 clusters Score -185560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -185561.250000 Penalty: 2677.867920
	Iteration 46Q: 3 clusters Score -185561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -185561.500000 Penalty: 2677.867920
	Iteration 47Q: 3 clusters Score -185561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -185561.765625 Penalty: 2677.867920
	Iteration 48Q: 3 clusters Score -185561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -185561.921875 Penalty: 2677.867920
	Iteration 49Q: 3 clusters Score -185561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -185562.625000 Penalty: 2677.867920
	Iteration 50Q: 3 clusters Score -185562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -185563.500000 Penalty: 2677.867920
	Iteration 51Q: 3 clusters Score -185563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -185563.343750 Penalty: 2677.867920
	Iteration 52Q: 3 clusters Score -185563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -185563.343750 Penalty: 2677.867920
	Iteration 53F: 3 clusters Score -185563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Entering Unmasked Estep 
Score: -3523723.250000 Penalty: 1806.954468
	Iteration 0F: 2 clusters Score -3523723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3478551.750000 Penalty: 3613.908936
	Iteration 0F: 3 clusters Score -3478552 nChanged 31949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3496805.250000 Penalty: 3613.908936
	Iteration 1F: 3 clusters Score -3496805 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -3497402.750000 Penalty: 3613.908936
	Iteration 2Q: 3 clusters Score -3497403 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3498108.750000 Penalty: 3613.908936
	Iteration 3Q: 3 clusters Score -3498109 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -3498984.500000 Penalty: 3613.908936
	Iteration 4Q: 3 clusters Score -3498984 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -3500057.000000 Penalty: 3613.908936
	Iteration 5Q: 3 clusters Score -3500057 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -3501373.500000 Penalty: 3613.908936
	Iteration 6Q: 3 clusters Score -3501374 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -3503055.250000 Penalty: 3613.908936
	Iteration 7Q: 3 clusters Score -3503055 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3504999.500000 Penalty: 3613.908936
	Iteration 8F: 3 clusters Score -3505000 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -3507022.750000 Penalty: 3613.908936
	Iteration 9F: 3 clusters Score -3507023 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -3508931.250000 Penalty: 3613.908936
	Iteration 10F: 3 clusters Score -3508931 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -3510706.250000 Penalty: 3613.908936
	Iteration 11Q: 3 clusters Score -3510706 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -3512391.750000 Penalty: 3613.908936
	Iteration 12Q: 3 clusters Score -3512392 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -3514086.500000 Penalty: 3613.908936
	Iteration 13Q: 3 clusters Score -3514086 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -3515696.000000 Penalty: 3613.908936
	Iteration 14Q: 3 clusters Score -3515696 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -3517198.250000 Penalty: 3613.908936
	Iteration 15Q: 3 clusters Score -3517198 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -3518582.750000 Penalty: 3613.908936
	Iteration 16Q: 3 clusters Score -3518583 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -3519608.750000 Penalty: 3613.908936
	Iteration 17Q: 3 clusters Score -3519609 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -3520333.750000 Penalty: 3613.908936
	Iteration 18Q: 3 clusters Score -3520334 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -3520772.750000 Penalty: 3613.908936
	Iteration 19Q: 3 clusters Score -3520773 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -3521078.000000 Penalty: 3613.908936
	Iteration 20F: 3 clusters Score -3521078 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -3521319.000000 Penalty: 3613.908936
	Iteration 21Q: 3 clusters Score -3521319 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -3521487.250000 Penalty: 3613.908936
	Iteration 22Q: 3 clusters Score -3521487 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -3521621.250000 Penalty: 3613.908936
	Iteration 23Q: 3 clusters Score -3521621 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -3521723.500000 Penalty: 3613.908936
	Iteration 24Q: 3 clusters Score -3521724 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -3521808.000000 Penalty: 3613.908936
	Iteration 25Q: 3 clusters Score -3521808 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -3521874.250000 Penalty: 3613.908936
	Iteration 26Q: 3 clusters Score -3521874 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -3521916.000000 Penalty: 3613.908936
	Iteration 27Q: 3 clusters Score -3521916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -3521953.750000 Penalty: 3613.908936
	Iteration 28Q: 3 clusters Score -3521954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -3521989.000000 Penalty: 3613.908936
	Iteration 29Q: 3 clusters Score -3521989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -3522012.750000 Penalty: 3613.908936
	Iteration 30Q: 3 clusters Score -3522013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -3522030.000000 Penalty: 3613.908936
	Iteration 31Q: 3 clusters Score -3522030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -3522044.250000 Penalty: 3613.908936
	Iteration 32Q: 3 clusters Score -3522044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -3522058.500000 Penalty: 3613.908936
	Iteration 33Q: 3 clusters Score -3522058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -3522075.500000 Penalty: 3613.908936
	Iteration 34Q: 3 clusters Score -3522076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -3522092.750000 Penalty: 3613.908936
	Iteration 35Q: 3 clusters Score -3522093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -3522112.250000 Penalty: 3613.908936
	Iteration 36Q: 3 clusters Score -3522112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -3522133.750000 Penalty: 3613.908936
	Iteration 37Q: 3 clusters Score -3522134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -3522147.250000 Penalty: 3613.908936
	Iteration 38Q: 3 clusters Score -3522147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -3522160.750000 Penalty: 3613.908936
	Iteration 39Q: 3 clusters Score -3522161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -3522171.500000 Penalty: 3613.908936
	Iteration 40F: 3 clusters Score -3522172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -3522176.500000 Penalty: 3613.908936
	Iteration 41Q: 3 clusters Score -3522176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -3522176.500000 Penalty: 3613.908936
	Iteration 42Q: 3 clusters Score -3522176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -3522183.500000 Penalty: 3613.908936
	Iteration 43Q: 3 clusters Score -3522184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -3522188.000000 Penalty: 3613.908936
	Iteration 44Q: 3 clusters Score -3522188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -3522193.000000 Penalty: 3613.908936
	Iteration 45Q: 3 clusters Score -3522193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -3522194.000000 Penalty: 3613.908936
	Iteration 46Q: 3 clusters Score -3522194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -3522199.500000 Penalty: 3613.908936
	Iteration 47Q: 3 clusters Score -3522200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -3522201.250000 Penalty: 3613.908936
	Iteration 48Q: 3 clusters Score -3522201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -3522199.500000 Penalty: 3613.908936
	Iteration 49Q: 3 clusters Score -3522200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -3522201.000000 Penalty: 3613.908936
	Iteration 50Q: 3 clusters Score -3522201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -3522202.750000 Penalty: 3613.908936
	Iteration 51Q: 3 clusters Score -3522203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -3522202.250000 Penalty: 3613.908936
	Iteration 52Q: 3 clusters Score -3522202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -3522206.750000 Penalty: 3613.908936
	Iteration 53Q: 3 clusters Score -3522207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -3522206.500000 Penalty: 3613.908936
	Iteration 54Q: 3 clusters Score -3522206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -3522212.000000 Penalty: 3613.908936
	Iteration 55Q: 3 clusters Score -3522212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -3522214.250000 Penalty: 3613.908936
	Iteration 56Q: 3 clusters Score -3522214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -3522217.000000 Penalty: 3613.908936
	Iteration 57Q: 3 clusters Score -3522217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -3522221.000000 Penalty: 3613.908936
	Iteration 58Q: 3 clusters Score -3522221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -3522220.750000 Penalty: 3613.908936
	Iteration 59Q: 3 clusters Score -3522221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -3522221.000000 Penalty: 3613.908936
	Iteration 60F: 3 clusters Score -3522221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -3522221.250000 Penalty: 3613.908936
	Iteration 61Q: 3 clusters Score -3522221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -3522223.250000 Penalty: 3613.908936
	Iteration 62Q: 3 clusters Score -3522223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -3522224.500000 Penalty: 3613.908936
	Iteration 63Q: 3 clusters Score -3522224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -3522224.250000 Penalty: 3613.908936
	Iteration 64Q: 3 clusters Score -3522224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -3522224.250000 Penalty: 3613.908936
	Iteration 65F: 3 clusters Score -3522224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Entering Unmasked Estep 
Score: -1004712.937500 Penalty: 1600.476074
	Iteration 0F: 2 clusters Score -1004713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -991752.562500 Penalty: 3200.952148
	Iteration 0F: 3 clusters Score -991752.6 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -996450.562500 Penalty: 3200.952148
	Iteration 1F: 3 clusters Score -996450.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -996782.687500 Penalty: 3200.952148
	Iteration 2F: 3 clusters Score -996782.7 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -997086.500000 Penalty: 3200.952148
	Iteration 3Q: 3 clusters Score -997086.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -997375.062500 Penalty: 3200.952148
	Iteration 4Q: 3 clusters Score -997375.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -997683.437500 Penalty: 3200.952148
	Iteration 5Q: 3 clusters Score -997683.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -998021.437500 Penalty: 3200.952148
	Iteration 6Q: 3 clusters Score -998021.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -998427.875000 Penalty: 3200.952148
	Iteration 7Q: 3 clusters Score -998427.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -998873.375000 Penalty: 3200.952148
	Iteration 8Q: 3 clusters Score -998873.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -999376.687500 Penalty: 3200.952148
	Iteration 9Q: 3 clusters Score -999376.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -999911.750000 Penalty: 3200.952148
	Iteration 10Q: 3 clusters Score -999911.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1000473.500000 Penalty: 3200.952148
	Iteration 11Q: 3 clusters Score -1000474 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1000872.562500 Penalty: 3200.952148
	Iteration 12Q: 3 clusters Score -1000873 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1001070.500000 Penalty: 3200.952148
	Iteration 13Q: 3 clusters Score -1001070 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1001202.312500 Penalty: 3200.952148
	Iteration 14Q: 3 clusters Score -1001202 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1001297.687500 Penalty: 3200.952148
	Iteration 15Q: 3 clusters Score -1001298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1001377.875000 Penalty: 3200.952148
	Iteration 16Q: 3 clusters Score -1001378 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1001439.562500 Penalty: 3200.952148
	Iteration 17Q: 3 clusters Score -1001440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1001493.875000 Penalty: 3200.952148
	Iteration 18Q: 3 clusters Score -1001494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1001557.375000 Penalty: 3200.952148
	Iteration 19Q: 3 clusters Score -1001557 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1001605.437500 Penalty: 3200.952148
	Iteration 20F: 3 clusters Score -1001605 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1001659.062500 Penalty: 3200.952148
	Iteration 21Q: 3 clusters Score -1001659 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1001704.625000 Penalty: 3200.952148
	Iteration 22Q: 3 clusters Score -1001705 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1001750.000000 Penalty: 3200.952148
	Iteration 23Q: 3 clusters Score -1001750 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1001801.812500 Penalty: 3200.952148
	Iteration 24Q: 3 clusters Score -1001802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1001847.750000 Penalty: 3200.952148
	Iteration 25Q: 3 clusters Score -1001848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1001895.812500 Penalty: 3200.952148
	Iteration 26Q: 3 clusters Score -1001896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1001954.187500 Penalty: 3200.952148
	Iteration 27Q: 3 clusters Score -1001954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1002030.312500 Penalty: 3200.952148
	Iteration 28Q: 3 clusters Score -1002030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1002099.500000 Penalty: 3200.952148
	Iteration 29Q: 3 clusters Score -1002100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1002174.000000 Penalty: 3200.952148
	Iteration 30Q: 3 clusters Score -1002174 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1002235.312500 Penalty: 3200.952148
	Iteration 31Q: 3 clusters Score -1002235 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1002287.937500 Penalty: 3200.952148
	Iteration 32Q: 3 clusters Score -1002288 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1002347.125000 Penalty: 3200.952148
	Iteration 33Q: 3 clusters Score -1002347 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1002409.437500 Penalty: 3200.952148
	Iteration 34Q: 3 clusters Score -1002409 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1002478.000000 Penalty: 3200.952148
	Iteration 35Q: 3 clusters Score -1002478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1002544.625000 Penalty: 3200.952148
	Iteration 36Q: 3 clusters Score -1002545 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1002606.000000 Penalty: 3200.952148
	Iteration 37Q: 3 clusters Score -1002606 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1002660.375000 Penalty: 3200.952148
	Iteration 38Q: 3 clusters Score -1002660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1002718.250000 Penalty: 3200.952148
	Iteration 39Q: 3 clusters Score -1002718 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1002773.062500 Penalty: 3200.952148
	Iteration 40F: 3 clusters Score -1002773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1002828.500000 Penalty: 3200.952148
	Iteration 41Q: 3 clusters Score -1002828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1002887.562500 Penalty: 3200.952148
	Iteration 42Q: 3 clusters Score -1002888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1002942.750000 Penalty: 3200.952148
	Iteration 43Q: 3 clusters Score -1002943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1002988.125000 Penalty: 3200.952148
	Iteration 44Q: 3 clusters Score -1002988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1003032.937500 Penalty: 3200.952148
	Iteration 45Q: 3 clusters Score -1003033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1003074.937500 Penalty: 3200.952148
	Iteration 46Q: 3 clusters Score -1003075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1003115.812500 Penalty: 3200.952148
	Iteration 47Q: 3 clusters Score -1003116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1003144.500000 Penalty: 3200.952148
	Iteration 48Q: 3 clusters Score -1003144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1003171.562500 Penalty: 3200.952148
	Iteration 49Q: 3 clusters Score -1003172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1003197.750000 Penalty: 3200.952148
	Iteration 50Q: 3 clusters Score -1003198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1003217.562500 Penalty: 3200.952148
	Iteration 51Q: 3 clusters Score -1003218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1003230.562500 Penalty: 3200.952148
	Iteration 52Q: 3 clusters Score -1003231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1003239.625000 Penalty: 3200.952148
	Iteration 53Q: 3 clusters Score -1003240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1003249.125000 Penalty: 3200.952148
	Iteration 54Q: 3 clusters Score -1003249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1003255.562500 Penalty: 3200.952148
	Iteration 55Q: 3 clusters Score -1003256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1003259.625000 Penalty: 3200.952148
	Iteration 56Q: 3 clusters Score -1003260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1003272.875000 Penalty: 3200.952148
	Iteration 57Q: 3 clusters Score -1003273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1003279.312500 Penalty: 3200.952148
	Iteration 58Q: 3 clusters Score -1003279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1003286.562500 Penalty: 3200.952148
	Iteration 59Q: 3 clusters Score -1003287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1003294.437500 Penalty: 3200.952148
	Iteration 60F: 3 clusters Score -1003294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -1003300.000000 Penalty: 3200.952148
	Iteration 61Q: 3 clusters Score -1003300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1003302.500000 Penalty: 3200.952148
	Iteration 62Q: 3 clusters Score -1003302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1003308.125000 Penalty: 3200.952148
	Iteration 63Q: 3 clusters Score -1003308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1003308.625000 Penalty: 3200.952148
	Iteration 64Q: 3 clusters Score -1003309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1003312.125000 Penalty: 3200.952148
	Iteration 65Q: 3 clusters Score -1003312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1003316.812500 Penalty: 3200.952148
	Iteration 66Q: 3 clusters Score -1003317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1003323.687500 Penalty: 3200.952148
	Iteration 67Q: 3 clusters Score -1003324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1003327.937500 Penalty: 3200.952148
	Iteration 68Q: 3 clusters Score -1003328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1003330.750000 Penalty: 3200.952148
	Iteration 69Q: 3 clusters Score -1003331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1003332.125000 Penalty: 3200.952148
	Iteration 70Q: 3 clusters Score -1003332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1003335.687500 Penalty: 3200.952148
	Iteration 71Q: 3 clusters Score -1003336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1003338.687500 Penalty: 3200.952148
	Iteration 72Q: 3 clusters Score -1003339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1003339.187500 Penalty: 3200.952148
	Iteration 73Q: 3 clusters Score -1003339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1003339.250000 Penalty: 3200.952148
	Iteration 74Q: 3 clusters Score -1003339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1003340.750000 Penalty: 3200.952148
	Iteration 75Q: 3 clusters Score -1003341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1003341.437500 Penalty: 3200.952148
	Iteration 76Q: 3 clusters Score -1003341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1003343.500000 Penalty: 3200.952148
	Iteration 77Q: 3 clusters Score -1003344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1003342.812500 Penalty: 3200.952148
	Iteration 78Q: 3 clusters Score -1003343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1003343.437500 Penalty: 3200.952148
	Iteration 79Q: 3 clusters Score -1003343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1003344.562500 Penalty: 3200.952148
	Iteration 80F: 3 clusters Score -1003345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1003344.500000 Penalty: 3200.952148
	Iteration 81Q: 3 clusters Score -1003344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1003344.500000 Penalty: 3200.952148
	Iteration 82F: 3 clusters Score -1003344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -271299.625000 Penalty: 1413.589844
	Iteration 0F: 2 clusters Score -271299.6 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 2949 members 
Entering Unmasked Estep 
Score: -266678.312500 Penalty: 2827.179688
	Iteration 0F: 3 clusters Score -266678.3 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -268004.718750 Penalty: 2827.179688
	Iteration 1F: 3 clusters Score -268004.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -268227.593750 Penalty: 2827.179688
	Iteration 2F: 3 clusters Score -268227.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -268393.500000 Penalty: 2827.179688
	Iteration 3F: 3 clusters Score -268393.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -268531.843750 Penalty: 2827.179688
	Iteration 4Q: 3 clusters Score -268531.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -268671.468750 Penalty: 2827.179688
	Iteration 5Q: 3 clusters Score -268671.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -268806.312500 Penalty: 2827.179688
	Iteration 6Q: 3 clusters Score -268806.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -268977.125000 Penalty: 2827.179688
	Iteration 7Q: 3 clusters Score -268977.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -269184.343750 Penalty: 2827.179688
	Iteration 8Q: 3 clusters Score -269184.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -269373.656250 Penalty: 2827.179688
	Iteration 9Q: 3 clusters Score -269373.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -269525.843750 Penalty: 2827.179688
	Iteration 10Q: 3 clusters Score -269525.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -269642.875000 Penalty: 2827.179688
	Iteration 11Q: 3 clusters Score -269642.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -269755.187500 Penalty: 2827.179688
	Iteration 12Q: 3 clusters Score -269755.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -269882.968750 Penalty: 2827.179688
	Iteration 13Q: 3 clusters Score -269883 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269976.500000 Penalty: 2827.179688
	Iteration 14Q: 3 clusters Score -269976.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -270052.406250 Penalty: 2827.179688
	Iteration 15Q: 3 clusters Score -270052.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -270131.500000 Penalty: 2827.179688
	Iteration 16Q: 3 clusters Score -270131.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -270191.187500 Penalty: 2827.179688
	Iteration 17Q: 3 clusters Score -270191.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -270244.281250 Penalty: 2827.179688
	Iteration 18Q: 3 clusters Score -270244.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -270286.968750 Penalty: 2827.179688
	Iteration 19Q: 3 clusters Score -270287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -270321.406250 Penalty: 2827.179688
	Iteration 20F: 3 clusters Score -270321.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270344.281250 Penalty: 2827.179688
	Iteration 21Q: 3 clusters Score -270344.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -270357.718750 Penalty: 2827.179688
	Iteration 22Q: 3 clusters Score -270357.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -270366.625000 Penalty: 2827.179688
	Iteration 23Q: 3 clusters Score -270366.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -270376.906250 Penalty: 2827.179688
	Iteration 24Q: 3 clusters Score -270376.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -270386.375000 Penalty: 2827.179688
	Iteration 25Q: 3 clusters Score -270386.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -270397.062500 Penalty: 2827.179688
	Iteration 26Q: 3 clusters Score -270397.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -270405.375000 Penalty: 2827.179688
	Iteration 27Q: 3 clusters Score -270405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -270413.625000 Penalty: 2827.179688
	Iteration 28Q: 3 clusters Score -270413.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -270423.031250 Penalty: 2827.179688
	Iteration 29Q: 3 clusters Score -270423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -270432.593750 Penalty: 2827.179688
	Iteration 30Q: 3 clusters Score -270432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -270436.125000 Penalty: 2827.179688
	Iteration 31Q: 3 clusters Score -270436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -270440.625000 Penalty: 2827.179688
	Iteration 32Q: 3 clusters Score -270440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -270446.812500 Penalty: 2827.179688
	Iteration 33Q: 3 clusters Score -270446.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -270453.500000 Penalty: 2827.179688
	Iteration 34Q: 3 clusters Score -270453.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -270456.156250 Penalty: 2827.179688
	Iteration 35Q: 3 clusters Score -270456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -270458.718750 Penalty: 2827.179688
	Iteration 36Q: 3 clusters Score -270458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270459.968750 Penalty: 2827.179688
	Iteration 37Q: 3 clusters Score -270460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270459.750000 Penalty: 2827.179688
	Iteration 38Q: 3 clusters Score -270459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -270460.656250 Penalty: 2827.179688
	Iteration 39Q: 3 clusters Score -270460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -270461.218750 Penalty: 2827.179688
	Iteration 40F: 3 clusters Score -270461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -270460.593750 Penalty: 2827.179688
	Iteration 41Q: 3 clusters Score -270460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -270461.031250 Penalty: 2827.179688
	Iteration 42Q: 3 clusters Score -270461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -270461.750000 Penalty: 2827.179688
	Iteration 43Q: 3 clusters Score -270461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270461.812500 Penalty: 2827.179688
	Iteration 44Q: 3 clusters Score -270461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270461.812500 Penalty: 2827.179688
	Iteration 45F: 3 clusters Score -270461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Entering Unmasked Estep 
Score: -2835206.750000 Penalty: 1772.878418
	Iteration 0F: 2 clusters Score -2835207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2798508.500000 Penalty: 3545.756836
	Iteration 0F: 3 clusters Score -2798508 nChanged 25872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -2813059.750000 Penalty: 3545.756836
	Iteration 1F: 3 clusters Score -2813060 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -2813682.500000 Penalty: 3545.756836
	Iteration 2Q: 3 clusters Score -2813682 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -2814469.000000 Penalty: 3545.756836
	Iteration 3Q: 3 clusters Score -2814469 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -2815557.500000 Penalty: 3545.756836
	Iteration 4Q: 3 clusters Score -2815558 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -2817000.000000 Penalty: 3545.756836
	Iteration 5F: 3 clusters Score -2817000 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -2818642.750000 Penalty: 3545.756836
	Iteration 6F: 3 clusters Score -2818643 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -2820346.000000 Penalty: 3545.756836
	Iteration 7F: 3 clusters Score -2820346 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -2822065.250000 Penalty: 3545.756836
	Iteration 8F: 3 clusters Score -2822065 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -2823693.000000 Penalty: 3545.756836
	Iteration 9F: 3 clusters Score -2823693 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -2825337.250000 Penalty: 3545.756836
	Iteration 10F: 3 clusters Score -2825337 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -2827037.250000 Penalty: 3545.756836
	Iteration 11Q: 3 clusters Score -2827037 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -2828702.750000 Penalty: 3545.756836
	Iteration 12Q: 3 clusters Score -2828703 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -2830027.000000 Penalty: 3545.756836
	Iteration 13Q: 3 clusters Score -2830027 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -2830976.750000 Penalty: 3545.756836
	Iteration 14Q: 3 clusters Score -2830977 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -2831605.750000 Penalty: 3545.756836
	Iteration 15Q: 3 clusters Score -2831606 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -2832030.500000 Penalty: 3545.756836
	Iteration 16Q: 3 clusters Score -2832030 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -2832369.500000 Penalty: 3545.756836
	Iteration 17Q: 3 clusters Score -2832370 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -2832618.500000 Penalty: 3545.756836
	Iteration 18Q: 3 clusters Score -2832618 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -2832825.000000 Penalty: 3545.756836
	Iteration 19Q: 3 clusters Score -2832825 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -2832990.000000 Penalty: 3545.756836
	Iteration 20F: 3 clusters Score -2832990 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -2833118.250000 Penalty: 3545.756836
	Iteration 21Q: 3 clusters Score -2833118 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -2833229.000000 Penalty: 3545.756836
	Iteration 22Q: 3 clusters Score -2833229 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -2833314.750000 Penalty: 3545.756836
	Iteration 23Q: 3 clusters Score -2833315 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -2833388.750000 Penalty: 3545.756836
	Iteration 24Q: 3 clusters Score -2833389 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -2833456.000000 Penalty: 3545.756836
	Iteration 25Q: 3 clusters Score -2833456 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -2833509.750000 Penalty: 3545.756836
	Iteration 26Q: 3 clusters Score -2833510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -2833544.250000 Penalty: 3545.756836
	Iteration 27Q: 3 clusters Score -2833544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -2833578.500000 Penalty: 3545.756836
	Iteration 28Q: 3 clusters Score -2833578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -2833613.750000 Penalty: 3545.756836
	Iteration 29Q: 3 clusters Score -2833614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -2833636.500000 Penalty: 3545.756836
	Iteration 30Q: 3 clusters Score -2833636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -2833655.750000 Penalty: 3545.756836
	Iteration 31Q: 3 clusters Score -2833656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -2833671.500000 Penalty: 3545.756836
	Iteration 32Q: 3 clusters Score -2833672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -2833682.750000 Penalty: 3545.756836
	Iteration 33Q: 3 clusters Score -2833683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -2833696.250000 Penalty: 3545.756836
	Iteration 34Q: 3 clusters Score -2833696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -2833706.000000 Penalty: 3545.756836
	Iteration 35Q: 3 clusters Score -2833706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -2833717.250000 Penalty: 3545.756836
	Iteration 36Q: 3 clusters Score -2833717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -2833725.500000 Penalty: 3545.756836
	Iteration 37Q: 3 clusters Score -2833726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -2833722.500000 Penalty: 3545.756836
	Iteration 38Q: 3 clusters Score -2833722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -2833721.500000 Penalty: 3545.756836
	Iteration 39Q: 3 clusters Score -2833722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -2833720.000000 Penalty: 3545.756836
	Iteration 40F: 3 clusters Score -2833720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -2833720.250000 Penalty: 3545.756836
	Iteration 41Q: 3 clusters Score -2833720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -2833727.250000 Penalty: 3545.756836
	Iteration 42Q: 3 clusters Score -2833727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -2833725.500000 Penalty: 3545.756836
	Iteration 43Q: 3 clusters Score -2833726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -2833725.250000 Penalty: 3545.756836
	Iteration 44Q: 3 clusters Score -2833725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -2833727.250000 Penalty: 3545.756836
	Iteration 45Q: 3 clusters Score -2833727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -2833732.500000 Penalty: 3545.756836
	Iteration 46Q: 3 clusters Score -2833732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -2833732.750000 Penalty: 3545.756836
	Iteration 47Q: 3 clusters Score -2833733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -2833731.000000 Penalty: 3545.756836
	Iteration 48Q: 3 clusters Score -2833731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -2833734.250000 Penalty: 3545.756836
	Iteration 49Q: 3 clusters Score -2833734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -2833734.500000 Penalty: 3545.756836
	Iteration 50Q: 3 clusters Score -2833734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -2833738.500000 Penalty: 3545.756836
	Iteration 51Q: 3 clusters Score -2833738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -2833738.750000 Penalty: 3545.756836
	Iteration 52Q: 3 clusters Score -2833739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -2833741.250000 Penalty: 3545.756836
	Iteration 53Q: 3 clusters Score -2833741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -2833743.750000 Penalty: 3545.756836
	Iteration 54Q: 3 clusters Score -2833744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -2833744.750000 Penalty: 3545.756836
	Iteration 55Q: 3 clusters Score -2833745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -2833744.750000 Penalty: 3545.756836
	Iteration 56Q: 3 clusters Score -2833745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -2833747.500000 Penalty: 3545.756836
	Iteration 57Q: 3 clusters Score -2833748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -2833749.750000 Penalty: 3545.756836
	Iteration 58Q: 3 clusters Score -2833750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -2833751.000000 Penalty: 3545.756836
	Iteration 59Q: 3 clusters Score -2833751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -2833754.750000 Penalty: 3545.756836
	Iteration 60F: 3 clusters Score -2833755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -2833754.250000 Penalty: 3545.756836
	Iteration 61Q: 3 clusters Score -2833754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -2833758.250000 Penalty: 3545.756836
	Iteration 62Q: 3 clusters Score -2833758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -2833760.000000 Penalty: 3545.756836
	Iteration 63Q: 3 clusters Score -2833760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -2833761.000000 Penalty: 3545.756836
	Iteration 64Q: 3 clusters Score -2833761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -2833763.750000 Penalty: 3545.756836
	Iteration 65Q: 3 clusters Score -2833764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -2833766.000000 Penalty: 3545.756836
	Iteration 66Q: 3 clusters Score -2833766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -2833764.500000 Penalty: 3545.756836
	Iteration 67Q: 3 clusters Score -2833764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -2833762.500000 Penalty: 3545.756836
	Iteration 68Q: 3 clusters Score -2833762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -2833765.750000 Penalty: 3545.756836
	Iteration 69Q: 3 clusters Score -2833766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -2833768.000000 Penalty: 3545.756836
	Iteration 70Q: 3 clusters Score -2833768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -2833768.500000 Penalty: 3545.756836
	Iteration 71Q: 3 clusters Score -2833768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -2833768.750000 Penalty: 3545.756836
	Iteration 72Q: 3 clusters Score -2833769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -2833770.750000 Penalty: 3545.756836
	Iteration 73Q: 3 clusters Score -2833771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -2833771.000000 Penalty: 3545.756836
	Iteration 74Q: 3 clusters Score -2833771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -2833769.500000 Penalty: 3545.756836
	Iteration 75Q: 3 clusters Score -2833770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -2833770.750000 Penalty: 3545.756836
	Iteration 76Q: 3 clusters Score -2833771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -2833771.750000 Penalty: 3545.756836
	Iteration 77Q: 3 clusters Score -2833772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -2833774.750000 Penalty: 3545.756836
	Iteration 78Q: 3 clusters Score -2833775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -2833777.000000 Penalty: 3545.756836
	Iteration 79Q: 3 clusters Score -2833777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -2833777.500000 Penalty: 3545.756836
	Iteration 80F: 3 clusters Score -2833778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -2833778.750000 Penalty: 3545.756836
	Iteration 81Q: 3 clusters Score -2833779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -2833784.000000 Penalty: 3545.756836
	Iteration 82Q: 3 clusters Score -2833784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -2833783.250000 Penalty: 3545.756836
	Iteration 83Q: 3 clusters Score -2833783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -2833786.500000 Penalty: 3545.756836
	Iteration 84Q: 3 clusters Score -2833786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -2833789.000000 Penalty: 3545.756836
	Iteration 85Q: 3 clusters Score -2833789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -2833789.500000 Penalty: 3545.756836
	Iteration 86Q: 3 clusters Score -2833790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -2833793.250000 Penalty: 3545.756836
	Iteration 87Q: 3 clusters Score -2833793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -2833795.000000 Penalty: 3545.756836
	Iteration 88Q: 3 clusters Score -2833795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -2833796.750000 Penalty: 3545.756836
	Iteration 89Q: 3 clusters Score -2833797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -2833796.750000 Penalty: 3545.756836
	Iteration 90F: 3 clusters Score -2833797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Entering Unmasked Estep 
Score: -1135305.750000 Penalty: 1620.675293
	Iteration 0F: 2 clusters Score -1135306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1120666.875000 Penalty: 3241.350586
	Iteration 0F: 3 clusters Score -1120667 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1125889.375000 Penalty: 3241.350586
	Iteration 1F: 3 clusters Score -1125889 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1126236.750000 Penalty: 3241.350586
	Iteration 2Q: 3 clusters Score -1126237 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1126590.875000 Penalty: 3241.350586
	Iteration 3Q: 3 clusters Score -1126591 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1126982.000000 Penalty: 3241.350586
	Iteration 4Q: 3 clusters Score -1126982 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1127416.875000 Penalty: 3241.350586
	Iteration 5Q: 3 clusters Score -1127417 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1127937.000000 Penalty: 3241.350586
	Iteration 6Q: 3 clusters Score -1127937 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1128513.000000 Penalty: 3241.350586
	Iteration 7Q: 3 clusters Score -1128513 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1129194.250000 Penalty: 3241.350586
	Iteration 8Q: 3 clusters Score -1129194 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1129931.000000 Penalty: 3241.350586
	Iteration 9Q: 3 clusters Score -1129931 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1130644.500000 Penalty: 3241.350586
	Iteration 10Q: 3 clusters Score -1130644 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1131251.875000 Penalty: 3241.350586
	Iteration 11Q: 3 clusters Score -1131252 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1131796.250000 Penalty: 3241.350586
	Iteration 12Q: 3 clusters Score -1131796 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1132219.375000 Penalty: 3241.350586
	Iteration 13Q: 3 clusters Score -1132219 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1132547.750000 Penalty: 3241.350586
	Iteration 14Q: 3 clusters Score -1132548 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1132797.875000 Penalty: 3241.350586
	Iteration 15Q: 3 clusters Score -1132798 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1132997.875000 Penalty: 3241.350586
	Iteration 16Q: 3 clusters Score -1132998 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1133154.000000 Penalty: 3241.350586
	Iteration 17Q: 3 clusters Score -1133154 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1133283.500000 Penalty: 3241.350586
	Iteration 18Q: 3 clusters Score -1133284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1133400.250000 Penalty: 3241.350586
	Iteration 19Q: 3 clusters Score -1133400 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1133493.750000 Penalty: 3241.350586
	Iteration 20F: 3 clusters Score -1133494 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1133567.625000 Penalty: 3241.350586
	Iteration 21Q: 3 clusters Score -1133568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1133634.250000 Penalty: 3241.350586
	Iteration 22Q: 3 clusters Score -1133634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1133692.250000 Penalty: 3241.350586
	Iteration 23Q: 3 clusters Score -1133692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1133737.500000 Penalty: 3241.350586
	Iteration 24Q: 3 clusters Score -1133738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1133776.125000 Penalty: 3241.350586
	Iteration 25Q: 3 clusters Score -1133776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1133805.875000 Penalty: 3241.350586
	Iteration 26Q: 3 clusters Score -1133806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1133827.125000 Penalty: 3241.350586
	Iteration 27Q: 3 clusters Score -1133827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1133843.375000 Penalty: 3241.350586
	Iteration 28Q: 3 clusters Score -1133843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1133852.250000 Penalty: 3241.350586
	Iteration 29Q: 3 clusters Score -1133852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1133861.250000 Penalty: 3241.350586
	Iteration 30Q: 3 clusters Score -1133861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1133878.625000 Penalty: 3241.350586
	Iteration 31Q: 3 clusters Score -1133879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1133889.625000 Penalty: 3241.350586
	Iteration 32Q: 3 clusters Score -1133890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1133900.375000 Penalty: 3241.350586
	Iteration 33Q: 3 clusters Score -1133900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1133907.375000 Penalty: 3241.350586
	Iteration 34Q: 3 clusters Score -1133907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1133910.500000 Penalty: 3241.350586
	Iteration 35Q: 3 clusters Score -1133910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1133912.125000 Penalty: 3241.350586
	Iteration 36Q: 3 clusters Score -1133912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1133916.875000 Penalty: 3241.350586
	Iteration 37Q: 3 clusters Score -1133917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1133920.875000 Penalty: 3241.350586
	Iteration 38Q: 3 clusters Score -1133921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1133923.625000 Penalty: 3241.350586
	Iteration 39Q: 3 clusters Score -1133924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1133922.750000 Penalty: 3241.350586
	Iteration 40F: 3 clusters Score -1133923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1133925.500000 Penalty: 3241.350586
	Iteration 41Q: 3 clusters Score -1133926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1133926.625000 Penalty: 3241.350586
	Iteration 42Q: 3 clusters Score -1133927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1133926.000000 Penalty: 3241.350586
	Iteration 43Q: 3 clusters Score -1133926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1133926.500000 Penalty: 3241.350586
	Iteration 44Q: 3 clusters Score -1133926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1133927.000000 Penalty: 3241.350586
	Iteration 45Q: 3 clusters Score -1133927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1133927.000000 Penalty: 3241.350586
	Iteration 46F: 3 clusters Score -1133927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -435266.593750 Penalty: 1464.630127
	Iteration 0F: 2 clusters Score -435266.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -429272.062500 Penalty: 2929.260254
	Iteration 0F: 3 clusters Score -429272.1 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -431084.875000 Penalty: 2929.260254
	Iteration 1F: 3 clusters Score -431084.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -431291.750000 Penalty: 2929.260254
	Iteration 2F: 3 clusters Score -431291.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -431433.250000 Penalty: 2929.260254
	Iteration 3Q: 3 clusters Score -431433.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -431558.437500 Penalty: 2929.260254
	Iteration 4Q: 3 clusters Score -431558.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -431717.718750 Penalty: 2929.260254
	Iteration 5Q: 3 clusters Score -431717.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -431904.500000 Penalty: 2929.260254
	Iteration 6Q: 3 clusters Score -431904.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -432123.531250 Penalty: 2929.260254
	Iteration 7Q: 3 clusters Score -432123.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -432389.906250 Penalty: 2929.260254
	Iteration 8F: 3 clusters Score -432389.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -432701.187500 Penalty: 2929.260254
	Iteration 9F: 3 clusters Score -432701.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -433032.093750 Penalty: 2929.260254
	Iteration 10F: 3 clusters Score -433032.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -433327.000000 Penalty: 2929.260254
	Iteration 11Q: 3 clusters Score -433327 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -433547.968750 Penalty: 2929.260254
	Iteration 12Q: 3 clusters Score -433548 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -433711.281250 Penalty: 2929.260254
	Iteration 13Q: 3 clusters Score -433711.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -433834.406250 Penalty: 2929.260254
	Iteration 14Q: 3 clusters Score -433834.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -433898.468750 Penalty: 2929.260254
	Iteration 15Q: 3 clusters Score -433898.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -433940.750000 Penalty: 2929.260254
	Iteration 16Q: 3 clusters Score -433940.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -433967.375000 Penalty: 2929.260254
	Iteration 17Q: 3 clusters Score -433967.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -433989.437500 Penalty: 2929.260254
	Iteration 18Q: 3 clusters Score -433989.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -434007.000000 Penalty: 2929.260254
	Iteration 19Q: 3 clusters Score -434007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -434023.562500 Penalty: 2929.260254
	Iteration 20F: 3 clusters Score -434023.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -434035.968750 Penalty: 2929.260254
	Iteration 21Q: 3 clusters Score -434036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -434047.250000 Penalty: 2929.260254
	Iteration 22Q: 3 clusters Score -434047.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -434056.500000 Penalty: 2929.260254
	Iteration 23Q: 3 clusters Score -434056.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -434066.625000 Penalty: 2929.260254
	Iteration 24Q: 3 clusters Score -434066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -434073.187500 Penalty: 2929.260254
	Iteration 25Q: 3 clusters Score -434073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -434076.968750 Penalty: 2929.260254
	Iteration 26Q: 3 clusters Score -434077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -434078.312500 Penalty: 2929.260254
	Iteration 27Q: 3 clusters Score -434078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -434080.406250 Penalty: 2929.260254
	Iteration 28Q: 3 clusters Score -434080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -434081.968750 Penalty: 2929.260254
	Iteration 29Q: 3 clusters Score -434082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -434082.406250 Penalty: 2929.260254
	Iteration 30Q: 3 clusters Score -434082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -434082.562500 Penalty: 2929.260254
	Iteration 31Q: 3 clusters Score -434082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -434082.562500 Penalty: 2929.260254
	Iteration 32F: 3 clusters Score -434082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 13038 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 205382 members 
Mstep: Class 10 contains 15714 members 
Mstep: Class 11 contains 63518 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 67489 members 
Mstep: Class 15 contains 18941 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 54722 members 
Mstep: Class 21 contains 21448 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539586.000000 Penalty: 36418.070312
Iteration 159Q: 18 clusters Score -2.653959e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 13024 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 205356 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 63570 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 54726 members 
Mstep: Class 21 contains 21442 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539546.000000 Penalty: 36418.070312
Iteration 160F: 18 clusters Score -2.653955e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 13011 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8283 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 205332 members 
Mstep: Class 10 contains 15704 members 
Mstep: Class 11 contains 63618 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 18935 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 54733 members 
Mstep: Class 21 contains 21433 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539528.000000 Penalty: 36418.070312
Iteration 161Q: 18 clusters Score -2.653953e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12997 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8280 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 205306 members 
Mstep: Class 10 contains 15700 members 
Mstep: Class 11 contains 63666 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 18938 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 54739 members 
Mstep: Class 21 contains 21428 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 18 clusters Score -2.653949e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12988 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8275 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 205279 members 
Mstep: Class 10 contains 15696 members 
Mstep: Class 11 contains 63711 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 67468 members 
Mstep: Class 15 contains 18938 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 54743 members 
Mstep: Class 21 contains 21425 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539538.000000 Penalty: 36418.070312
Iteration 163Q: 18 clusters Score -2.653954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12979 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 205247 members 
Mstep: Class 10 contains 15691 members 
Mstep: Class 11 contains 63760 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 15 contains 18931 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 54744 members 
Mstep: Class 21 contains 21422 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539548.000000 Penalty: 36418.070312
Iteration 164Q: 18 clusters Score -2.653955e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 205215 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 63811 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 54754 members 
Mstep: Class 21 contains 21419 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539548.000000 Penalty: 36418.070312
Iteration 165Q: 18 clusters Score -2.653955e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12961 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 205184 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 63852 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 67450 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 54759 members 
Mstep: Class 21 contains 21417 members 
Mstep: Class 24 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539506.000000 Penalty: 36418.070312
Iteration 166Q: 18 clusters Score -2.653951e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12955 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 205158 members 
Mstep: Class 10 contains 15675 members 
Mstep: Class 11 contains 63888 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 54760 members 
Mstep: Class 21 contains 21414 members 
Mstep: Class 24 contains 8211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539538.000000 Penalty: 36418.070312
Iteration 167Q: 18 clusters Score -2.653954e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12949 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 205135 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 63923 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 67445 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 17 contains 6014 members 
Mstep: Class 18 contains 54761 members 
Mstep: Class 21 contains 21411 members 
Mstep: Class 24 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539552.000000 Penalty: 36418.070312
Iteration 168Q: 18 clusters Score -2.653955e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12942 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 205104 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 63969 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 67441 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 54760 members 
Mstep: Class 21 contains 21403 members 
Mstep: Class 24 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539532.000000 Penalty: 36418.070312
Iteration 169Q: 18 clusters Score -2.653953e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12930 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 205087 members 
Mstep: Class 10 contains 15663 members 
Mstep: Class 11 contains 64010 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 67441 members 
Mstep: Class 15 contains 18931 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 54759 members 
Mstep: Class 21 contains 21398 members 
Mstep: Class 24 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539576.000000 Penalty: 36418.070312
Iteration 170Q: 18 clusters Score -2.653958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12917 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 205075 members 
Mstep: Class 10 contains 15651 members 
Mstep: Class 11 contains 64061 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 67437 members 
Mstep: Class 15 contains 18927 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 54758 members 
Mstep: Class 21 contains 21395 members 
Mstep: Class 24 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539612.000000 Penalty: 36418.070312
Iteration 171Q: 18 clusters Score -2.653961e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12904 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 205055 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 64116 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 67435 members 
Mstep: Class 15 contains 18925 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54759 members 
Mstep: Class 21 contains 21391 members 
Mstep: Class 24 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539560.000000 Penalty: 36418.070312
Iteration 172Q: 18 clusters Score -2.653956e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12893 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 8246 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 205041 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 64173 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67428 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54758 members 
Mstep: Class 21 contains 21381 members 
Mstep: Class 24 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539522.000000 Penalty: 36418.070312
Iteration 173Q: 18 clusters Score -2.653952e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12885 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 205011 members 
Mstep: Class 10 contains 15627 members 
Mstep: Class 11 contains 64229 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67419 members 
Mstep: Class 15 contains 18922 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 54750 members 
Mstep: Class 21 contains 21373 members 
Mstep: Class 24 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539498.000000 Penalty: 36418.070312
Iteration 174Q: 18 clusters Score -2.65395e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12881 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 204977 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 64282 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67418 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 54744 members 
Mstep: Class 21 contains 21364 members 
Mstep: Class 24 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539524.000000 Penalty: 36418.070312
Iteration 175Q: 18 clusters Score -2.653952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 6077 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12875 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8235 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204953 members 
Mstep: Class 10 contains 15613 members 
Mstep: Class 11 contains 64329 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67418 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54741 members 
Mstep: Class 21 contains 21354 members 
Mstep: Class 24 contains 8228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539542.000000 Penalty: 36418.070312
Iteration 176Q: 18 clusters Score -2.653954e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12872 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 8231 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204918 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 64386 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67413 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54739 members 
Mstep: Class 21 contains 21346 members 
Mstep: Class 24 contains 8230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539556.000000 Penalty: 36418.070312
Iteration 177Q: 18 clusters Score -2.653956e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12870 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204894 members 
Mstep: Class 10 contains 15598 members 
Mstep: Class 11 contains 64430 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67410 members 
Mstep: Class 15 contains 18917 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54736 members 
Mstep: Class 21 contains 21340 members 
Mstep: Class 24 contains 8231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539562.000000 Penalty: 36418.070312
Iteration 178Q: 18 clusters Score -2.653956e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12865 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204868 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 64471 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67408 members 
Mstep: Class 15 contains 18921 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54735 members 
Mstep: Class 21 contains 21333 members 
Mstep: Class 24 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539574.000000 Penalty: 36418.070312
Iteration 179Q: 18 clusters Score -2.653957e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 12858 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204834 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 64522 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 67412 members 
Mstep: Class 15 contains 18922 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54736 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 24 contains 8233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539526.000000 Penalty: 36418.070312
Iteration 180F: 18 clusters Score -2.653953e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12852 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204801 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 64569 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 67411 members 
Mstep: Class 15 contains 18920 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54738 members 
Mstep: Class 21 contains 21316 members 
Mstep: Class 24 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539554.000000 Penalty: 36418.070312
Iteration 181Q: 18 clusters Score -2.653955e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 12851 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204770 members 
Mstep: Class 10 contains 15559 members 
Mstep: Class 11 contains 64607 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67414 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54737 members 
Mstep: Class 21 contains 21309 members 
Mstep: Class 24 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 182Q: 18 clusters Score -2.653958e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 12847 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204739 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 64633 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67417 members 
Mstep: Class 15 contains 18917 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 54737 members 
Mstep: Class 21 contains 21311 members 
Mstep: Class 24 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 183Q: 18 clusters Score -2.653958e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12845 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204714 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 64660 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67421 members 
Mstep: Class 15 contains 18914 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 54734 members 
Mstep: Class 21 contains 21310 members 
Mstep: Class 24 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539540.000000 Penalty: 36418.070312
Iteration 184Q: 18 clusters Score -2.653954e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204694 members 
Mstep: Class 10 contains 15537 members 
Mstep: Class 11 contains 64686 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67421 members 
Mstep: Class 15 contains 18915 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54732 members 
Mstep: Class 21 contains 21307 members 
Mstep: Class 24 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539536.000000 Penalty: 36418.070312
Iteration 185Q: 18 clusters Score -2.653954e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204671 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 64714 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 18916 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54732 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 24 contains 8239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539494.000000 Penalty: 36418.070312
Iteration 186Q: 18 clusters Score -2.653949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8203 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204652 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 64738 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67424 members 
Mstep: Class 15 contains 18917 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 54732 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 24 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539522.000000 Penalty: 36418.070312
Iteration 187Q: 18 clusters Score -2.653952e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8201 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204633 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 64757 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 54732 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 24 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539518.000000 Penalty: 36418.070312
Iteration 188Q: 18 clusters Score -2.653952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204620 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 64777 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67421 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54733 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539514.000000 Penalty: 36418.070312
Iteration 189Q: 18 clusters Score -2.653951e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8196 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204609 members 
Mstep: Class 10 contains 15524 members 
Mstep: Class 11 contains 64801 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67415 members 
Mstep: Class 15 contains 18916 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54734 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539512.000000 Penalty: 36418.070312
Iteration 190Q: 18 clusters Score -2.653951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204591 members 
Mstep: Class 10 contains 15522 members 
Mstep: Class 11 contains 64825 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67412 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54732 members 
Mstep: Class 21 contains 21299 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539564.000000 Penalty: 36418.070312
Iteration 191Q: 18 clusters Score -2.653956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 12823 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8191 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204574 members 
Mstep: Class 10 contains 15519 members 
Mstep: Class 11 contains 64856 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67404 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54730 members 
Mstep: Class 21 contains 21299 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539584.000000 Penalty: 36418.070312
Iteration 192Q: 18 clusters Score -2.653958e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 12817 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 8190 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204553 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 64888 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67398 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54730 members 
Mstep: Class 21 contains 21298 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539572.000000 Penalty: 36418.070312
Iteration 193Q: 18 clusters Score -2.653957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 12813 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 8189 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204533 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 64918 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67389 members 
Mstep: Class 15 contains 18925 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54731 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539558.000000 Penalty: 36418.070312
Iteration 194Q: 18 clusters Score -2.653956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 8188 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204527 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 64932 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67384 members 
Mstep: Class 15 contains 18925 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54728 members 
Mstep: Class 21 contains 21300 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539554.000000 Penalty: 36418.070312
Iteration 195Q: 18 clusters Score -2.653955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12815 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 8187 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204519 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 64947 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67382 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21299 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539554.000000 Penalty: 36418.070312
Iteration 196Q: 18 clusters Score -2.653955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12813 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204513 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 64965 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539584.000000 Penalty: 36418.070312
Iteration 197Q: 18 clusters Score -2.653958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12813 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 8183 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204507 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 64975 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67372 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539584.000000 Penalty: 36418.070312
Iteration 198Q: 18 clusters Score -2.653958e+07 nChanged 24
Entering ConstructFrom: 
Score: -26539584.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Entering Unmasked Estep 
Score: -931432.125000 Penalty: 1587.543579
	Iteration 0F: 2 clusters Score -931432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -919402.437500 Penalty: 3175.087158
	Iteration 0F: 3 clusters Score -919402.4 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -923821.562500 Penalty: 3175.087158
	Iteration 1F: 3 clusters Score -923821.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -924270.687500 Penalty: 3175.087158
	Iteration 2F: 3 clusters Score -924270.7 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -924789.687500 Penalty: 3175.087158
	Iteration 3F: 3 clusters Score -924789.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -925314.500000 Penalty: 3175.087158
	Iteration 4F: 3 clusters Score -925314.5 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -925847.375000 Penalty: 3175.087158
	Iteration 5F: 3 clusters Score -925847.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -926462.625000 Penalty: 3175.087158
	Iteration 6F: 3 clusters Score -926462.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -927130.937500 Penalty: 3175.087158
	Iteration 7F: 3 clusters Score -927130.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -927825.187500 Penalty: 3175.087158
	Iteration 8Q: 3 clusters Score -927825.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -928496.437500 Penalty: 3175.087158
	Iteration 9Q: 3 clusters Score -928496.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -929031.500000 Penalty: 3175.087158
	Iteration 10Q: 3 clusters Score -929031.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -929395.875000 Penalty: 3175.087158
	Iteration 11Q: 3 clusters Score -929395.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -929652.187500 Penalty: 3175.087158
	Iteration 12Q: 3 clusters Score -929652.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -929787.062500 Penalty: 3175.087158
	Iteration 13Q: 3 clusters Score -929787.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -929871.375000 Penalty: 3175.087158
	Iteration 14Q: 3 clusters Score -929871.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -929935.500000 Penalty: 3175.087158
	Iteration 15Q: 3 clusters Score -929935.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -929977.437500 Penalty: 3175.087158
	Iteration 16Q: 3 clusters Score -929977.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -929999.625000 Penalty: 3175.087158
	Iteration 17Q: 3 clusters Score -929999.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -930018.812500 Penalty: 3175.087158
	Iteration 18Q: 3 clusters Score -930018.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -930040.625000 Penalty: 3175.087158
	Iteration 19Q: 3 clusters Score -930040.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -930059.250000 Penalty: 3175.087158
	Iteration 20F: 3 clusters Score -930059.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -930073.062500 Penalty: 3175.087158
	Iteration 21Q: 3 clusters Score -930073.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -930086.500000 Penalty: 3175.087158
	Iteration 22Q: 3 clusters Score -930086.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -930097.062500 Penalty: 3175.087158
	Iteration 23Q: 3 clusters Score -930097.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -930109.687500 Penalty: 3175.087158
	Iteration 24Q: 3 clusters Score -930109.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -930122.500000 Penalty: 3175.087158
	Iteration 25Q: 3 clusters Score -930122.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -930135.562500 Penalty: 3175.087158
	Iteration 26Q: 3 clusters Score -930135.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -930143.562500 Penalty: 3175.087158
	Iteration 27Q: 3 clusters Score -930143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -930149.062500 Penalty: 3175.087158
	Iteration 28Q: 3 clusters Score -930149.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -930156.312500 Penalty: 3175.087158
	Iteration 29Q: 3 clusters Score -930156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -930158.312500 Penalty: 3175.087158
	Iteration 30Q: 3 clusters Score -930158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -930160.187500 Penalty: 3175.087158
	Iteration 31Q: 3 clusters Score -930160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -930160.062500 Penalty: 3175.087158
	Iteration 32Q: 3 clusters Score -930160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -930162.437500 Penalty: 3175.087158
	Iteration 33Q: 3 clusters Score -930162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -930167.750000 Penalty: 3175.087158
	Iteration 34Q: 3 clusters Score -930167.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -930171.000000 Penalty: 3175.087158
	Iteration 35Q: 3 clusters Score -930171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -930178.500000 Penalty: 3175.087158
	Iteration 36Q: 3 clusters Score -930178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -930182.125000 Penalty: 3175.087158
	Iteration 37Q: 3 clusters Score -930182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -930185.875000 Penalty: 3175.087158
	Iteration 38Q: 3 clusters Score -930185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -930188.437500 Penalty: 3175.087158
	Iteration 39Q: 3 clusters Score -930188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -930189.562500 Penalty: 3175.087158
	Iteration 40F: 3 clusters Score -930189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -930190.437500 Penalty: 3175.087158
	Iteration 41Q: 3 clusters Score -930190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -930190.437500 Penalty: 3175.087158
	Iteration 42F: 3 clusters Score -930190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -297423.750000 Penalty: 1415.823486
	Iteration 0F: 2 clusters Score -297423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -292805.531250 Penalty: 2831.646973
	Iteration 0F: 3 clusters Score -292805.5 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -294087.875000 Penalty: 2831.646973
	Iteration 1F: 3 clusters Score -294087.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -294276.500000 Penalty: 2831.646973
	Iteration 2F: 3 clusters Score -294276.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -294385.031250 Penalty: 2831.646973
	Iteration 3Q: 3 clusters Score -294385 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -294468.812500 Penalty: 2831.646973
	Iteration 4Q: 3 clusters Score -294468.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -294559.843750 Penalty: 2831.646973
	Iteration 5Q: 3 clusters Score -294559.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -294694.156250 Penalty: 2831.646973
	Iteration 6Q: 3 clusters Score -294694.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -294841.781250 Penalty: 2831.646973
	Iteration 7Q: 3 clusters Score -294841.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -295007.875000 Penalty: 2831.646973
	Iteration 8Q: 3 clusters Score -295007.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -295145.687500 Penalty: 2831.646973
	Iteration 9Q: 3 clusters Score -295145.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -295275.093750 Penalty: 2831.646973
	Iteration 10Q: 3 clusters Score -295275.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -295376.906250 Penalty: 2831.646973
	Iteration 11Q: 3 clusters Score -295376.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -295470.062500 Penalty: 2831.646973
	Iteration 12Q: 3 clusters Score -295470.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -295554.218750 Penalty: 2831.646973
	Iteration 13Q: 3 clusters Score -295554.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -295627.843750 Penalty: 2831.646973
	Iteration 14Q: 3 clusters Score -295627.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -295702.531250 Penalty: 2831.646973
	Iteration 15Q: 3 clusters Score -295702.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -295780.750000 Penalty: 2831.646973
	Iteration 16Q: 3 clusters Score -295780.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -295863.718750 Penalty: 2831.646973
	Iteration 17Q: 3 clusters Score -295863.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -295951.656250 Penalty: 2831.646973
	Iteration 18Q: 3 clusters Score -295951.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -296018.781250 Penalty: 2831.646973
	Iteration 19Q: 3 clusters Score -296018.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -296061.125000 Penalty: 2831.646973
	Iteration 20F: 3 clusters Score -296061.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -296091.156250 Penalty: 2831.646973
	Iteration 21Q: 3 clusters Score -296091.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -296112.656250 Penalty: 2831.646973
	Iteration 22Q: 3 clusters Score -296112.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -296131.312500 Penalty: 2831.646973
	Iteration 23Q: 3 clusters Score -296131.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -296147.687500 Penalty: 2831.646973
	Iteration 24Q: 3 clusters Score -296147.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -296161.968750 Penalty: 2831.646973
	Iteration 25Q: 3 clusters Score -296162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -296176.125000 Penalty: 2831.646973
	Iteration 26Q: 3 clusters Score -296176.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -296192.312500 Penalty: 2831.646973
	Iteration 27Q: 3 clusters Score -296192.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -296208.437500 Penalty: 2831.646973
	Iteration 28Q: 3 clusters Score -296208.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -296225.531250 Penalty: 2831.646973
	Iteration 29Q: 3 clusters Score -296225.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -296242.593750 Penalty: 2831.646973
	Iteration 30Q: 3 clusters Score -296242.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -296256.156250 Penalty: 2831.646973
	Iteration 31Q: 3 clusters Score -296256.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -296264.093750 Penalty: 2831.646973
	Iteration 32Q: 3 clusters Score -296264.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -296274.718750 Penalty: 2831.646973
	Iteration 33Q: 3 clusters Score -296274.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -296285.125000 Penalty: 2831.646973
	Iteration 34Q: 3 clusters Score -296285.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -296294.468750 Penalty: 2831.646973
	Iteration 35Q: 3 clusters Score -296294.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -296303.500000 Penalty: 2831.646973
	Iteration 36Q: 3 clusters Score -296303.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -296313.500000 Penalty: 2831.646973
	Iteration 37Q: 3 clusters Score -296313.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -296323.812500 Penalty: 2831.646973
	Iteration 38Q: 3 clusters Score -296323.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -296335.687500 Penalty: 2831.646973
	Iteration 39Q: 3 clusters Score -296335.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -296342.968750 Penalty: 2831.646973
	Iteration 40F: 3 clusters Score -296343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -296349.156250 Penalty: 2831.646973
	Iteration 41Q: 3 clusters Score -296349.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -296361.437500 Penalty: 2831.646973
	Iteration 42Q: 3 clusters Score -296361.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -296373.687500 Penalty: 2831.646973
	Iteration 43Q: 3 clusters Score -296373.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -296380.156250 Penalty: 2831.646973
	Iteration 44Q: 3 clusters Score -296380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -296386.187500 Penalty: 2831.646973
	Iteration 45Q: 3 clusters Score -296386.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -296390.531250 Penalty: 2831.646973
	Iteration 46Q: 3 clusters Score -296390.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -296394.125000 Penalty: 2831.646973
	Iteration 47Q: 3 clusters Score -296394.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -296397.093750 Penalty: 2831.646973
	Iteration 48Q: 3 clusters Score -296397.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -296398.093750 Penalty: 2831.646973
	Iteration 49Q: 3 clusters Score -296398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -296400.093750 Penalty: 2831.646973
	Iteration 50Q: 3 clusters Score -296400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -296400.906250 Penalty: 2831.646973
	Iteration 51Q: 3 clusters Score -296400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -296402.375000 Penalty: 2831.646973
	Iteration 52Q: 3 clusters Score -296402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -296403.593750 Penalty: 2831.646973
	Iteration 53Q: 3 clusters Score -296403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -296403.718750 Penalty: 2831.646973
	Iteration 54Q: 3 clusters Score -296403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -296405.531250 Penalty: 2831.646973
	Iteration 55Q: 3 clusters Score -296405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -296405.843750 Penalty: 2831.646973
	Iteration 56Q: 3 clusters Score -296405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -296406.687500 Penalty: 2831.646973
	Iteration 57Q: 3 clusters Score -296406.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -296407.593750 Penalty: 2831.646973
	Iteration 58Q: 3 clusters Score -296407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -296408.562500 Penalty: 2831.646973
	Iteration 59Q: 3 clusters Score -296408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -296409.781250 Penalty: 2831.646973
	Iteration 60F: 3 clusters Score -296409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -296410.437500 Penalty: 2831.646973
	Iteration 61Q: 3 clusters Score -296410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -296411.843750 Penalty: 2831.646973
	Iteration 62Q: 3 clusters Score -296411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -296412.375000 Penalty: 2831.646973
	Iteration 63Q: 3 clusters Score -296412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -296413.562500 Penalty: 2831.646973
	Iteration 64Q: 3 clusters Score -296413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -296415.781250 Penalty: 2831.646973
	Iteration 65Q: 3 clusters Score -296415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -296417.218750 Penalty: 2831.646973
	Iteration 66Q: 3 clusters Score -296417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -296418.125000 Penalty: 2831.646973
	Iteration 67Q: 3 clusters Score -296418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -296418.843750 Penalty: 2831.646973
	Iteration 68Q: 3 clusters Score -296418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -296418.437500 Penalty: 2831.646973
	Iteration 69Q: 3 clusters Score -296418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -296418.250000 Penalty: 2831.646973
	Iteration 70Q: 3 clusters Score -296418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -296418.250000 Penalty: 2831.646973
	Iteration 71F: 3 clusters Score -296418.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -212526.515625 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -212526.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -209121.015625 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -209121 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -210005.046875 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -210005 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -210145.578125 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -210145.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -210222.859375 Penalty: 2699.201904
	Iteration 3Q: 3 clusters Score -210222.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -210281.718750 Penalty: 2699.201904
	Iteration 4Q: 3 clusters Score -210281.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -210338.546875 Penalty: 2699.201904
	Iteration 5Q: 3 clusters Score -210338.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -210389.921875 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -210389.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -210437.859375 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -210437.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -210485.468750 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -210485.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -210522.921875 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -210522.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -210549.781250 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -210549.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -210579.921875 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -210579.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -210610.203125 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -210610.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -210632.109375 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -210632.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -210655.093750 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -210655.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -210687.796875 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -210687.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210723.187500 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -210723.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -210761.562500 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -210761.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210805.015625 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -210805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -210839.671875 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -210839.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -210870.468750 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -210870.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -210901.093750 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -210901.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210940.750000 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -210940.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -210983.421875 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -210983.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -211033.390625 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -211033.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -211083.718750 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -211083.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211123.562500 Penalty: 2699.201904
	Iteration 26Q: 3 clusters Score -211123.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211162.625000 Penalty: 2699.201904
	Iteration 27Q: 3 clusters Score -211162.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -211189.531250 Penalty: 2699.201904
	Iteration 28Q: 3 clusters Score -211189.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -211207.093750 Penalty: 2699.201904
	Iteration 29Q: 3 clusters Score -211207.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -211223.000000 Penalty: 2699.201904
	Iteration 30Q: 3 clusters Score -211223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211241.437500 Penalty: 2699.201904
	Iteration 31Q: 3 clusters Score -211241.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -211261.125000 Penalty: 2699.201904
	Iteration 32Q: 3 clusters Score -211261.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -211281.156250 Penalty: 2699.201904
	Iteration 33Q: 3 clusters Score -211281.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -211298.000000 Penalty: 2699.201904
	Iteration 34Q: 3 clusters Score -211298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -211305.109375 Penalty: 2699.201904
	Iteration 35Q: 3 clusters Score -211305.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -211310.750000 Penalty: 2699.201904
	Iteration 36Q: 3 clusters Score -211310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -211315.359375 Penalty: 2699.201904
	Iteration 37Q: 3 clusters Score -211315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -211319.687500 Penalty: 2699.201904
	Iteration 38Q: 3 clusters Score -211319.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -211325.875000 Penalty: 2699.201904
	Iteration 39Q: 3 clusters Score -211325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -211333.671875 Penalty: 2699.201904
	Iteration 40F: 3 clusters Score -211333.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -211338.812500 Penalty: 2699.201904
	Iteration 41Q: 3 clusters Score -211338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211340.250000 Penalty: 2699.201904
	Iteration 42Q: 3 clusters Score -211340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211343.937500 Penalty: 2699.201904
	Iteration 43Q: 3 clusters Score -211343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -211344.468750 Penalty: 2699.201904
	Iteration 44Q: 3 clusters Score -211344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -211347.453125 Penalty: 2699.201904
	Iteration 45Q: 3 clusters Score -211347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -211351.093750 Penalty: 2699.201904
	Iteration 46Q: 3 clusters Score -211351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -211351.937500 Penalty: 2699.201904
	Iteration 47Q: 3 clusters Score -211351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -211352.468750 Penalty: 2699.201904
	Iteration 48Q: 3 clusters Score -211352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -211353.015625 Penalty: 2699.201904
	Iteration 49Q: 3 clusters Score -211353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -211354.250000 Penalty: 2699.201904
	Iteration 50Q: 3 clusters Score -211354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -211355.296875 Penalty: 2699.201904
	Iteration 51Q: 3 clusters Score -211355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -211355.296875 Penalty: 2699.201904
	Iteration 52F: 3 clusters Score -211355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Entering Unmasked Estep 
Score: -676956.687500 Penalty: 1536.947388
	Iteration 0F: 2 clusters Score -676956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -668026.812500 Penalty: 3073.894775
	Iteration 0F: 3 clusters Score -668026.8 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -670984.312500 Penalty: 3073.894775
	Iteration 1F: 3 clusters Score -670984.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -671279.062500 Penalty: 3073.894775
	Iteration 2F: 3 clusters Score -671279.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -671544.562500 Penalty: 3073.894775
	Iteration 3F: 3 clusters Score -671544.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -671771.375000 Penalty: 3073.894775
	Iteration 4Q: 3 clusters Score -671771.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -671964.875000 Penalty: 3073.894775
	Iteration 5Q: 3 clusters Score -671964.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -672132.750000 Penalty: 3073.894775
	Iteration 6Q: 3 clusters Score -672132.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -672263.750000 Penalty: 3073.894775
	Iteration 7Q: 3 clusters Score -672263.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -672389.750000 Penalty: 3073.894775
	Iteration 8Q: 3 clusters Score -672389.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -672514.250000 Penalty: 3073.894775
	Iteration 9Q: 3 clusters Score -672514.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -672637.250000 Penalty: 3073.894775
	Iteration 10Q: 3 clusters Score -672637.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -672769.875000 Penalty: 3073.894775
	Iteration 11Q: 3 clusters Score -672769.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -672932.562500 Penalty: 3073.894775
	Iteration 12Q: 3 clusters Score -672932.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -673121.562500 Penalty: 3073.894775
	Iteration 13Q: 3 clusters Score -673121.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -673316.937500 Penalty: 3073.894775
	Iteration 14Q: 3 clusters Score -673316.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -673537.375000 Penalty: 3073.894775
	Iteration 15Q: 3 clusters Score -673537.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -673708.375000 Penalty: 3073.894775
	Iteration 16Q: 3 clusters Score -673708.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -673819.375000 Penalty: 3073.894775
	Iteration 17Q: 3 clusters Score -673819.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -673888.062500 Penalty: 3073.894775
	Iteration 18Q: 3 clusters Score -673888.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -673928.750000 Penalty: 3073.894775
	Iteration 19Q: 3 clusters Score -673928.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -673963.312500 Penalty: 3073.894775
	Iteration 20F: 3 clusters Score -673963.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -673992.187500 Penalty: 3073.894775
	Iteration 21Q: 3 clusters Score -673992.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -674014.062500 Penalty: 3073.894775
	Iteration 22Q: 3 clusters Score -674014.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -674034.562500 Penalty: 3073.894775
	Iteration 23Q: 3 clusters Score -674034.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -674048.625000 Penalty: 3073.894775
	Iteration 24Q: 3 clusters Score -674048.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -674067.625000 Penalty: 3073.894775
	Iteration 25Q: 3 clusters Score -674067.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -674087.062500 Penalty: 3073.894775
	Iteration 26Q: 3 clusters Score -674087.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -674101.062500 Penalty: 3073.894775
	Iteration 27Q: 3 clusters Score -674101.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -674117.250000 Penalty: 3073.894775
	Iteration 28Q: 3 clusters Score -674117.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -674127.187500 Penalty: 3073.894775
	Iteration 29Q: 3 clusters Score -674127.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -674140.875000 Penalty: 3073.894775
	Iteration 30Q: 3 clusters Score -674140.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -674153.437500 Penalty: 3073.894775
	Iteration 31Q: 3 clusters Score -674153.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -674160.937500 Penalty: 3073.894775
	Iteration 32Q: 3 clusters Score -674160.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -674165.375000 Penalty: 3073.894775
	Iteration 33Q: 3 clusters Score -674165.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -674176.625000 Penalty: 3073.894775
	Iteration 34Q: 3 clusters Score -674176.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -674185.250000 Penalty: 3073.894775
	Iteration 35Q: 3 clusters Score -674185.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -674193.062500 Penalty: 3073.894775
	Iteration 36Q: 3 clusters Score -674193.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -674208.187500 Penalty: 3073.894775
	Iteration 37Q: 3 clusters Score -674208.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -674219.937500 Penalty: 3073.894775
	Iteration 38Q: 3 clusters Score -674219.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -674229.250000 Penalty: 3073.894775
	Iteration 39Q: 3 clusters Score -674229.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -674240.562500 Penalty: 3073.894775
	Iteration 40F: 3 clusters Score -674240.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -674253.750000 Penalty: 3073.894775
	Iteration 41Q: 3 clusters Score -674253.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -674266.062500 Penalty: 3073.894775
	Iteration 42Q: 3 clusters Score -674266.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -674280.625000 Penalty: 3073.894775
	Iteration 43Q: 3 clusters Score -674280.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -674296.187500 Penalty: 3073.894775
	Iteration 44Q: 3 clusters Score -674296.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -674314.812500 Penalty: 3073.894775
	Iteration 45Q: 3 clusters Score -674314.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -674332.937500 Penalty: 3073.894775
	Iteration 46Q: 3 clusters Score -674332.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -674345.625000 Penalty: 3073.894775
	Iteration 47Q: 3 clusters Score -674345.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -674367.062500 Penalty: 3073.894775
	Iteration 48Q: 3 clusters Score -674367.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -674386.812500 Penalty: 3073.894775
	Iteration 49Q: 3 clusters Score -674386.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -674402.000000 Penalty: 3073.894775
	Iteration 50Q: 3 clusters Score -674402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -674414.937500 Penalty: 3073.894775
	Iteration 51Q: 3 clusters Score -674414.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -674428.000000 Penalty: 3073.894775
	Iteration 52Q: 3 clusters Score -674428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -674435.812500 Penalty: 3073.894775
	Iteration 53Q: 3 clusters Score -674435.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -674445.500000 Penalty: 3073.894775
	Iteration 54Q: 3 clusters Score -674445.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -674455.375000 Penalty: 3073.894775
	Iteration 55Q: 3 clusters Score -674455.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -674465.500000 Penalty: 3073.894775
	Iteration 56Q: 3 clusters Score -674465.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -674476.062500 Penalty: 3073.894775
	Iteration 57Q: 3 clusters Score -674476.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -674488.187500 Penalty: 3073.894775
	Iteration 58Q: 3 clusters Score -674488.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -674500.812500 Penalty: 3073.894775
	Iteration 59Q: 3 clusters Score -674500.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -674507.500000 Penalty: 3073.894775
	Iteration 60F: 3 clusters Score -674507.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -674515.250000 Penalty: 3073.894775
	Iteration 61Q: 3 clusters Score -674515.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -674524.500000 Penalty: 3073.894775
	Iteration 62Q: 3 clusters Score -674524.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -674533.562500 Penalty: 3073.894775
	Iteration 63Q: 3 clusters Score -674533.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -674544.062500 Penalty: 3073.894775
	Iteration 64Q: 3 clusters Score -674544.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -674554.562500 Penalty: 3073.894775
	Iteration 65Q: 3 clusters Score -674554.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -674560.562500 Penalty: 3073.894775
	Iteration 66Q: 3 clusters Score -674560.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -674566.437500 Penalty: 3073.894775
	Iteration 67Q: 3 clusters Score -674566.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -674574.375000 Penalty: 3073.894775
	Iteration 68Q: 3 clusters Score -674574.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -674584.375000 Penalty: 3073.894775
	Iteration 69Q: 3 clusters Score -674584.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -674593.875000 Penalty: 3073.894775
	Iteration 70Q: 3 clusters Score -674593.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -674611.000000 Penalty: 3073.894775
	Iteration 71Q: 3 clusters Score -674611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -674628.250000 Penalty: 3073.894775
	Iteration 72Q: 3 clusters Score -674628.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -674647.625000 Penalty: 3073.894775
	Iteration 73Q: 3 clusters Score -674647.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -674670.062500 Penalty: 3073.894775
	Iteration 74Q: 3 clusters Score -674670.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -674693.687500 Penalty: 3073.894775
	Iteration 75Q: 3 clusters Score -674693.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -674716.937500 Penalty: 3073.894775
	Iteration 76Q: 3 clusters Score -674716.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -674736.750000 Penalty: 3073.894775
	Iteration 77Q: 3 clusters Score -674736.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -674755.625000 Penalty: 3073.894775
	Iteration 78Q: 3 clusters Score -674755.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -674772.250000 Penalty: 3073.894775
	Iteration 79Q: 3 clusters Score -674772.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -674796.812500 Penalty: 3073.894775
	Iteration 80F: 3 clusters Score -674796.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -674818.625000 Penalty: 3073.894775
	Iteration 81Q: 3 clusters Score -674818.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -674842.500000 Penalty: 3073.894775
	Iteration 82Q: 3 clusters Score -674842.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -674866.500000 Penalty: 3073.894775
	Iteration 83Q: 3 clusters Score -674866.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -674896.437500 Penalty: 3073.894775
	Iteration 84Q: 3 clusters Score -674896.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -674928.375000 Penalty: 3073.894775
	Iteration 85Q: 3 clusters Score -674928.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -674961.500000 Penalty: 3073.894775
	Iteration 86Q: 3 clusters Score -674961.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -674997.500000 Penalty: 3073.894775
	Iteration 87Q: 3 clusters Score -674997.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -675039.000000 Penalty: 3073.894775
	Iteration 88Q: 3 clusters Score -675039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -675073.187500 Penalty: 3073.894775
	Iteration 89Q: 3 clusters Score -675073.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -675101.125000 Penalty: 3073.894775
	Iteration 90Q: 3 clusters Score -675101.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -675124.187500 Penalty: 3073.894775
	Iteration 91Q: 3 clusters Score -675124.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -675147.562500 Penalty: 3073.894775
	Iteration 92Q: 3 clusters Score -675147.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -675178.312500 Penalty: 3073.894775
	Iteration 93Q: 3 clusters Score -675178.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -675212.812500 Penalty: 3073.894775
	Iteration 94Q: 3 clusters Score -675212.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -675253.812500 Penalty: 3073.894775
	Iteration 95Q: 3 clusters Score -675253.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -675290.812500 Penalty: 3073.894775
	Iteration 96Q: 3 clusters Score -675290.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -675313.437500 Penalty: 3073.894775
	Iteration 97Q: 3 clusters Score -675313.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -675328.937500 Penalty: 3073.894775
	Iteration 98Q: 3 clusters Score -675328.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -675346.250000 Penalty: 3073.894775
	Iteration 99Q: 3 clusters Score -675346.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -675362.812500 Penalty: 3073.894775
	Iteration 100F: 3 clusters Score -675362.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -675393.562500 Penalty: 3073.894775
	Iteration 101Q: 3 clusters Score -675393.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -675424.500000 Penalty: 3073.894775
	Iteration 102Q: 3 clusters Score -675424.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -675461.375000 Penalty: 3073.894775
	Iteration 103Q: 3 clusters Score -675461.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -675479.500000 Penalty: 3073.894775
	Iteration 104Q: 3 clusters Score -675479.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -675501.937500 Penalty: 3073.894775
	Iteration 105Q: 3 clusters Score -675501.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -675523.062500 Penalty: 3073.894775
	Iteration 106Q: 3 clusters Score -675523.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -675544.937500 Penalty: 3073.894775
	Iteration 107Q: 3 clusters Score -675544.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -675566.625000 Penalty: 3073.894775
	Iteration 108Q: 3 clusters Score -675566.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -675589.687500 Penalty: 3073.894775
	Iteration 109Q: 3 clusters Score -675589.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -675606.812500 Penalty: 3073.894775
	Iteration 110Q: 3 clusters Score -675606.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -675619.437500 Penalty: 3073.894775
	Iteration 111Q: 3 clusters Score -675619.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -675632.062500 Penalty: 3073.894775
	Iteration 112Q: 3 clusters Score -675632.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -675650.687500 Penalty: 3073.894775
	Iteration 113Q: 3 clusters Score -675650.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -675661.250000 Penalty: 3073.894775
	Iteration 114Q: 3 clusters Score -675661.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -675673.625000 Penalty: 3073.894775
	Iteration 115Q: 3 clusters Score -675673.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -675686.750000 Penalty: 3073.894775
	Iteration 116Q: 3 clusters Score -675686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -675695.750000 Penalty: 3073.894775
	Iteration 117Q: 3 clusters Score -675695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -675704.187500 Penalty: 3073.894775
	Iteration 118Q: 3 clusters Score -675704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -675711.500000 Penalty: 3073.894775
	Iteration 119Q: 3 clusters Score -675711.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -675719.500000 Penalty: 3073.894775
	Iteration 120F: 3 clusters Score -675719.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -675723.937500 Penalty: 3073.894775
	Iteration 121Q: 3 clusters Score -675723.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -675733.250000 Penalty: 3073.894775
	Iteration 122Q: 3 clusters Score -675733.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -675746.000000 Penalty: 3073.894775
	Iteration 123Q: 3 clusters Score -675746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -675755.750000 Penalty: 3073.894775
	Iteration 124Q: 3 clusters Score -675755.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -675762.750000 Penalty: 3073.894775
	Iteration 125Q: 3 clusters Score -675762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -675771.250000 Penalty: 3073.894775
	Iteration 126Q: 3 clusters Score -675771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -675776.750000 Penalty: 3073.894775
	Iteration 127Q: 3 clusters Score -675776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -675779.875000 Penalty: 3073.894775
	Iteration 128Q: 3 clusters Score -675779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -675783.000000 Penalty: 3073.894775
	Iteration 129Q: 3 clusters Score -675783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -675784.000000 Penalty: 3073.894775
	Iteration 130Q: 3 clusters Score -675784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -675785.687500 Penalty: 3073.894775
	Iteration 131Q: 3 clusters Score -675785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -675789.750000 Penalty: 3073.894775
	Iteration 132Q: 3 clusters Score -675789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -675790.312500 Penalty: 3073.894775
	Iteration 133Q: 3 clusters Score -675790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -675794.062500 Penalty: 3073.894775
	Iteration 134Q: 3 clusters Score -675794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -675793.812500 Penalty: 3073.894775
	Iteration 135Q: 3 clusters Score -675793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -675796.000000 Penalty: 3073.894775
	Iteration 136Q: 3 clusters Score -675796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -675796.750000 Penalty: 3073.894775
	Iteration 137Q: 3 clusters Score -675796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -675797.687500 Penalty: 3073.894775
	Iteration 138Q: 3 clusters Score -675797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -675798.687500 Penalty: 3073.894775
	Iteration 139Q: 3 clusters Score -675798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -675800.562500 Penalty: 3073.894775
	Iteration 140F: 3 clusters Score -675800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -675801.437500 Penalty: 3073.894775
	Iteration 141Q: 3 clusters Score -675801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -675803.750000 Penalty: 3073.894775
	Iteration 142Q: 3 clusters Score -675803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -675802.500000 Penalty: 3073.894775
	Iteration 143Q: 3 clusters Score -675802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -675805.437500 Penalty: 3073.894775
	Iteration 144Q: 3 clusters Score -675805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -675805.437500 Penalty: 3073.894775
	Iteration 145F: 3 clusters Score -675805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -248869.187500 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -248869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -244617.765625 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -244617.8 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -245846.171875 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -245846.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -246030.843750 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -246030.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -246154.843750 Penalty: 2796.691162
	Iteration 3Q: 3 clusters Score -246154.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -246265.312500 Penalty: 2796.691162
	Iteration 4Q: 3 clusters Score -246265.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -246350.515625 Penalty: 2796.691162
	Iteration 5Q: 3 clusters Score -246350.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -246422.906250 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -246422.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -246499.046875 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -246499 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -246565.453125 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -246565.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -246620.937500 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -246620.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -246672.234375 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -246672.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -246721.046875 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -246721 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -246764.906250 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -246764.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -246809.687500 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -246809.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -246855.640625 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -246855.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -246902.015625 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -246902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -246952.406250 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -246952.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -247003.984375 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -247004 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -247062.343750 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -247062.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -247106.765625 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -247106.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -247144.500000 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -247144.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -247183.718750 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -247183.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -247221.140625 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -247221.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -247254.046875 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -247254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -247285.312500 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -247285.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -247304.109375 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -247304.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -247328.343750 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -247328.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -247357.312500 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -247357.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -247391.000000 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -247391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -247436.796875 Penalty: 2796.691162
	Iteration 29Q: 3 clusters Score -247436.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -247492.531250 Penalty: 2796.691162
	Iteration 30Q: 3 clusters Score -247492.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -247535.328125 Penalty: 2796.691162
	Iteration 31Q: 3 clusters Score -247535.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -247562.281250 Penalty: 2796.691162
	Iteration 32Q: 3 clusters Score -247562.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -247583.234375 Penalty: 2796.691162
	Iteration 33Q: 3 clusters Score -247583.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -247602.109375 Penalty: 2796.691162
	Iteration 34Q: 3 clusters Score -247602.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -247621.546875 Penalty: 2796.691162
	Iteration 35Q: 3 clusters Score -247621.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -247633.828125 Penalty: 2796.691162
	Iteration 36Q: 3 clusters Score -247633.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -247642.562500 Penalty: 2796.691162
	Iteration 37Q: 3 clusters Score -247642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -247646.015625 Penalty: 2796.691162
	Iteration 38Q: 3 clusters Score -247646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -247649.406250 Penalty: 2796.691162
	Iteration 39Q: 3 clusters Score -247649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -247653.156250 Penalty: 2796.691162
	Iteration 40F: 3 clusters Score -247653.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -247656.593750 Penalty: 2796.691162
	Iteration 41Q: 3 clusters Score -247656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -247660.890625 Penalty: 2796.691162
	Iteration 42Q: 3 clusters Score -247660.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -247667.687500 Penalty: 2796.691162
	Iteration 43Q: 3 clusters Score -247667.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -247674.078125 Penalty: 2796.691162
	Iteration 44Q: 3 clusters Score -247674.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -247679.500000 Penalty: 2796.691162
	Iteration 45Q: 3 clusters Score -247679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -247683.765625 Penalty: 2796.691162
	Iteration 46Q: 3 clusters Score -247683.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -247690.734375 Penalty: 2796.691162
	Iteration 47Q: 3 clusters Score -247690.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -247696.843750 Penalty: 2796.691162
	Iteration 48Q: 3 clusters Score -247696.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -247701.625000 Penalty: 2796.691162
	Iteration 49Q: 3 clusters Score -247701.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -247704.000000 Penalty: 2796.691162
	Iteration 50Q: 3 clusters Score -247704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -247707.750000 Penalty: 2796.691162
	Iteration 51Q: 3 clusters Score -247707.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -247711.781250 Penalty: 2796.691162
	Iteration 52Q: 3 clusters Score -247711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -247714.640625 Penalty: 2796.691162
	Iteration 53Q: 3 clusters Score -247714.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -247717.953125 Penalty: 2796.691162
	Iteration 54Q: 3 clusters Score -247718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -247719.406250 Penalty: 2796.691162
	Iteration 55Q: 3 clusters Score -247719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -247719.859375 Penalty: 2796.691162
	Iteration 56Q: 3 clusters Score -247719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -247719.890625 Penalty: 2796.691162
	Iteration 57Q: 3 clusters Score -247719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -247720.531250 Penalty: 2796.691162
	Iteration 58Q: 3 clusters Score -247720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -247721.703125 Penalty: 2796.691162
	Iteration 59Q: 3 clusters Score -247721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -247721.640625 Penalty: 2796.691162
	Iteration 60F: 3 clusters Score -247721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -247722.046875 Penalty: 2796.691162
	Iteration 61Q: 3 clusters Score -247722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -247722.640625 Penalty: 2796.691162
	Iteration 62Q: 3 clusters Score -247722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -247723.062500 Penalty: 2796.691162
	Iteration 63Q: 3 clusters Score -247723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -247723.671875 Penalty: 2796.691162
	Iteration 64Q: 3 clusters Score -247723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -247723.812500 Penalty: 2796.691162
	Iteration 65Q: 3 clusters Score -247723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -247723.812500 Penalty: 2796.691162
	Iteration 66F: 3 clusters Score -247723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Entering Unmasked Estep 
Score: -432071.031250 Penalty: 1464.074951
	Iteration 0F: 2 clusters Score -432071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -426085.468750 Penalty: 2928.149902
	Iteration 0F: 3 clusters Score -426085.5 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -427939.125000 Penalty: 2928.149902
	Iteration 1F: 3 clusters Score -427939.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -428152.031250 Penalty: 2928.149902
	Iteration 2F: 3 clusters Score -428152 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -428333.937500 Penalty: 2928.149902
	Iteration 3Q: 3 clusters Score -428333.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -428475.312500 Penalty: 2928.149902
	Iteration 4Q: 3 clusters Score -428475.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -428605.968750 Penalty: 2928.149902
	Iteration 5Q: 3 clusters Score -428606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -428722.562500 Penalty: 2928.149902
	Iteration 6Q: 3 clusters Score -428722.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -428848.687500 Penalty: 2928.149902
	Iteration 7Q: 3 clusters Score -428848.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -428963.000000 Penalty: 2928.149902
	Iteration 8Q: 3 clusters Score -428963 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -429065.437500 Penalty: 2928.149902
	Iteration 9Q: 3 clusters Score -429065.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -429182.437500 Penalty: 2928.149902
	Iteration 10Q: 3 clusters Score -429182.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -429304.000000 Penalty: 2928.149902
	Iteration 11Q: 3 clusters Score -429304 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -429446.500000 Penalty: 2928.149902
	Iteration 12Q: 3 clusters Score -429446.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -429587.906250 Penalty: 2928.149902
	Iteration 13Q: 3 clusters Score -429587.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -429726.875000 Penalty: 2928.149902
	Iteration 14Q: 3 clusters Score -429726.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -429840.468750 Penalty: 2928.149902
	Iteration 15Q: 3 clusters Score -429840.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -429915.781250 Penalty: 2928.149902
	Iteration 16Q: 3 clusters Score -429915.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -429972.937500 Penalty: 2928.149902
	Iteration 17Q: 3 clusters Score -429972.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -430015.062500 Penalty: 2928.149902
	Iteration 18Q: 3 clusters Score -430015.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -430050.312500 Penalty: 2928.149902
	Iteration 19Q: 3 clusters Score -430050.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -430084.093750 Penalty: 2928.149902
	Iteration 20F: 3 clusters Score -430084.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -430109.250000 Penalty: 2928.149902
	Iteration 21Q: 3 clusters Score -430109.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -430134.593750 Penalty: 2928.149902
	Iteration 22Q: 3 clusters Score -430134.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -430156.375000 Penalty: 2928.149902
	Iteration 23Q: 3 clusters Score -430156.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -430167.312500 Penalty: 2928.149902
	Iteration 24Q: 3 clusters Score -430167.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -430173.343750 Penalty: 2928.149902
	Iteration 25Q: 3 clusters Score -430173.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -430180.093750 Penalty: 2928.149902
	Iteration 26Q: 3 clusters Score -430180.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -430183.906250 Penalty: 2928.149902
	Iteration 27Q: 3 clusters Score -430183.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -430188.562500 Penalty: 2928.149902
	Iteration 28Q: 3 clusters Score -430188.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -430193.031250 Penalty: 2928.149902
	Iteration 29Q: 3 clusters Score -430193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -430196.750000 Penalty: 2928.149902
	Iteration 30Q: 3 clusters Score -430196.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -430198.781250 Penalty: 2928.149902
	Iteration 31Q: 3 clusters Score -430198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -430200.187500 Penalty: 2928.149902
	Iteration 32Q: 3 clusters Score -430200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -430200.625000 Penalty: 2928.149902
	Iteration 33Q: 3 clusters Score -430200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -430203.125000 Penalty: 2928.149902
	Iteration 34Q: 3 clusters Score -430203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -430203.062500 Penalty: 2928.149902
	Iteration 35Q: 3 clusters Score -430203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -430203.687500 Penalty: 2928.149902
	Iteration 36Q: 3 clusters Score -430203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -430205.687500 Penalty: 2928.149902
	Iteration 37Q: 3 clusters Score -430205.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -430205.375000 Penalty: 2928.149902
	Iteration 38Q: 3 clusters Score -430205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -430205.468750 Penalty: 2928.149902
	Iteration 39Q: 3 clusters Score -430205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -430206.937500 Penalty: 2928.149902
	Iteration 40F: 3 clusters Score -430206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -430206.937500 Penalty: 2928.149902
	Iteration 41Q: 3 clusters Score -430206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -430206.906250 Penalty: 2928.149902
	Iteration 42Q: 3 clusters Score -430206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -430207.062500 Penalty: 2928.149902
	Iteration 43Q: 3 clusters Score -430207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -430206.500000 Penalty: 2928.149902
	Iteration 44Q: 3 clusters Score -430206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -430207.156250 Penalty: 2928.149902
	Iteration 45Q: 3 clusters Score -430207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -430207.406250 Penalty: 2928.149902
	Iteration 46Q: 3 clusters Score -430207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -430208.156250 Penalty: 2928.149902
	Iteration 47Q: 3 clusters Score -430208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -430207.937500 Penalty: 2928.149902
	Iteration 48Q: 3 clusters Score -430207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -430207.468750 Penalty: 2928.149902
	Iteration 49Q: 3 clusters Score -430207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -430208.781250 Penalty: 2928.149902
	Iteration 50Q: 3 clusters Score -430208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -430208.656250 Penalty: 2928.149902
	Iteration 51Q: 3 clusters Score -430208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -430209.437500 Penalty: 2928.149902
	Iteration 52Q: 3 clusters Score -430209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -430208.875000 Penalty: 2928.149902
	Iteration 53Q: 3 clusters Score -430208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -430208.875000 Penalty: 2928.149902
	Iteration 54F: 3 clusters Score -430208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Entering Unmasked Estep 
Score: -614704.687500 Penalty: 1524.592407
	Iteration 0F: 2 clusters Score -614704.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -606342.000000 Penalty: 3049.184814
	Iteration 0F: 3 clusters Score -606342 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -609069.250000 Penalty: 3049.184814
	Iteration 1F: 3 clusters Score -609069.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -609360.375000 Penalty: 3049.184814
	Iteration 2F: 3 clusters Score -609360.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -609653.187500 Penalty: 3049.184814
	Iteration 3F: 3 clusters Score -609653.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -609965.312500 Penalty: 3049.184814
	Iteration 4F: 3 clusters Score -609965.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -610331.875000 Penalty: 3049.184814
	Iteration 5F: 3 clusters Score -610331.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -610813.062500 Penalty: 3049.184814
	Iteration 6F: 3 clusters Score -610813.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -611355.750000 Penalty: 3049.184814
	Iteration 7F: 3 clusters Score -611355.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -611897.312500 Penalty: 3049.184814
	Iteration 8F: 3 clusters Score -611897.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -612364.062500 Penalty: 3049.184814
	Iteration 9Q: 3 clusters Score -612364.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -612738.000000 Penalty: 3049.184814
	Iteration 10Q: 3 clusters Score -612738 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -613004.625000 Penalty: 3049.184814
	Iteration 11Q: 3 clusters Score -613004.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -613189.125000 Penalty: 3049.184814
	Iteration 12Q: 3 clusters Score -613189.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -613294.562500 Penalty: 3049.184814
	Iteration 13Q: 3 clusters Score -613294.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -613356.562500 Penalty: 3049.184814
	Iteration 14Q: 3 clusters Score -613356.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -613398.000000 Penalty: 3049.184814
	Iteration 15Q: 3 clusters Score -613398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -613421.875000 Penalty: 3049.184814
	Iteration 16Q: 3 clusters Score -613421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -613433.687500 Penalty: 3049.184814
	Iteration 17Q: 3 clusters Score -613433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -613443.250000 Penalty: 3049.184814
	Iteration 18Q: 3 clusters Score -613443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -613449.000000 Penalty: 3049.184814
	Iteration 19Q: 3 clusters Score -613449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -613454.562500 Penalty: 3049.184814
	Iteration 20F: 3 clusters Score -613454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -613455.937500 Penalty: 3049.184814
	Iteration 21Q: 3 clusters Score -613455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -613455.937500 Penalty: 3049.184814
	Iteration 22F: 3 clusters Score -613455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (204500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204500 members 
Entering Unmasked Estep 
Score: -10670689.000000 Penalty: 1987.102539
	Iteration 0F: 2 clusters Score -1.067069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -10533176.000000 Penalty: 3974.205078
	Iteration 0F: 3 clusters Score -1.053318e+07 nChanged 99135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -10592141.000000 Penalty: 3974.205078
	Iteration 1F: 3 clusters Score -1.059214e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -10594647.000000 Penalty: 3974.205078
	Iteration 2Q: 3 clusters Score -1.059465e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 128368 members 
Entering Unmasked Estep 
Score: -10599769.000000 Penalty: 3974.205078
	Iteration 3F: 3 clusters Score -1.059977e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 142157 members 
Entering Unmasked Estep 
Score: -10609220.000000 Penalty: 3974.205078
	Iteration 4F: 3 clusters Score -1.060922e+07 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 159832 members 
Entering Unmasked Estep 
Score: -10624777.000000 Penalty: 3974.205078
	Iteration 5F: 3 clusters Score -1.062478e+07 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 178211 members 
Entering Unmasked Estep 
Score: -10643128.000000 Penalty: 3974.205078
	Iteration 6F: 3 clusters Score -1.064313e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 192201 members 
Entering Unmasked Estep 
Score: -10657283.000000 Penalty: 3974.205078
	Iteration 7F: 3 clusters Score -1.065728e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 199786 members 
Entering Unmasked Estep 
Score: -10664613.000000 Penalty: 3974.205078
	Iteration 8Q: 3 clusters Score -1.066461e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 202892 members 
Entering Unmasked Estep 
Score: -10667394.000000 Penalty: 3974.205078
	Iteration 9Q: 3 clusters Score -1.066739e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 203936 members 
Entering Unmasked Estep 
Score: -10668394.000000 Penalty: 3974.205078
	Iteration 10Q: 3 clusters Score -1.066839e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 204210 members 
Entering Unmasked Estep 
Score: -10668683.000000 Penalty: 3974.205078
	Iteration 11Q: 3 clusters Score -1.066868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204286 members 
Entering Unmasked Estep 
Score: -10668808.000000 Penalty: 3974.205078
	Iteration 12Q: 3 clusters Score -1.066881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204304 members 
Entering Unmasked Estep 
Score: -10668859.000000 Penalty: 3974.205078
	Iteration 13Q: 3 clusters Score -1.066886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 204318 members 
Entering Unmasked Estep 
Score: -10668892.000000 Penalty: 3974.205078
	Iteration 14Q: 3 clusters Score -1.066889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204323 members 
Entering Unmasked Estep 
Score: -10668902.000000 Penalty: 3974.205078
	Iteration 15Q: 3 clusters Score -1.06689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204327 members 
Entering Unmasked Estep 
Score: -10668927.000000 Penalty: 3974.205078
	Iteration 16Q: 3 clusters Score -1.066893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204325 members 
Entering Unmasked Estep 
Score: -10668931.000000 Penalty: 3974.205078
	Iteration 17Q: 3 clusters Score -1.066893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204327 members 
Entering Unmasked Estep 
Score: -10668936.000000 Penalty: 3974.205078
	Iteration 18Q: 3 clusters Score -1.066894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204327 members 
Entering Unmasked Estep 
Score: -10668934.000000 Penalty: 3974.205078
	Iteration 19Q: 3 clusters Score -1.066893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 204326 members 
Entering Unmasked Estep 
Score: -10668935.000000 Penalty: 3974.205078
	Iteration 20F: 3 clusters Score -1.066894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Entering Unmasked Estep 
Score: -824083.250000 Penalty: 1567.896606
	Iteration 0F: 2 clusters Score -824083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -813401.250000 Penalty: 3135.793213
	Iteration 0F: 3 clusters Score -813401.2 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -816994.000000 Penalty: 3135.793213
	Iteration 1F: 3 clusters Score -816994 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -817337.937500 Penalty: 3135.793213
	Iteration 2F: 3 clusters Score -817337.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -817729.375000 Penalty: 3135.793213
	Iteration 3F: 3 clusters Score -817729.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -818188.562500 Penalty: 3135.793213
	Iteration 4F: 3 clusters Score -818188.6 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -818749.812500 Penalty: 3135.793213
	Iteration 5F: 3 clusters Score -818749.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -819425.250000 Penalty: 3135.793213
	Iteration 6F: 3 clusters Score -819425.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -820273.437500 Penalty: 3135.793213
	Iteration 7F: 3 clusters Score -820273.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -821117.937500 Penalty: 3135.793213
	Iteration 8F: 3 clusters Score -821117.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -821802.062500 Penalty: 3135.793213
	Iteration 9Q: 3 clusters Score -821802.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -822233.562500 Penalty: 3135.793213
	Iteration 10Q: 3 clusters Score -822233.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -822446.312500 Penalty: 3135.793213
	Iteration 11Q: 3 clusters Score -822446.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -822564.937500 Penalty: 3135.793213
	Iteration 12Q: 3 clusters Score -822564.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -822637.312500 Penalty: 3135.793213
	Iteration 13Q: 3 clusters Score -822637.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -822672.937500 Penalty: 3135.793213
	Iteration 14Q: 3 clusters Score -822672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -822699.125000 Penalty: 3135.793213
	Iteration 15Q: 3 clusters Score -822699.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -822718.062500 Penalty: 3135.793213
	Iteration 16Q: 3 clusters Score -822718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -822730.500000 Penalty: 3135.793213
	Iteration 17Q: 3 clusters Score -822730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -822737.437500 Penalty: 3135.793213
	Iteration 18Q: 3 clusters Score -822737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -822740.062500 Penalty: 3135.793213
	Iteration 19Q: 3 clusters Score -822740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -822741.437500 Penalty: 3135.793213
	Iteration 20F: 3 clusters Score -822741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -822742.375000 Penalty: 3135.793213
	Iteration 21Q: 3 clusters Score -822742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -822742.375000 Penalty: 3135.793213
	Iteration 22F: 3 clusters Score -822742.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Entering Unmasked Estep 
Score: -3382258.250000 Penalty: 1800.818115
	Iteration 0F: 2 clusters Score -3382258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3338783.750000 Penalty: 3601.636230
	Iteration 0F: 3 clusters Score -3338784 nChanged 30926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3356395.250000 Penalty: 3601.636230
	Iteration 1F: 3 clusters Score -3356395 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3356799.750000 Penalty: 3601.636230
	Iteration 2Q: 3 clusters Score -3356800 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3357222.750000 Penalty: 3601.636230
	Iteration 3Q: 3 clusters Score -3357223 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3357622.500000 Penalty: 3601.636230
	Iteration 4Q: 3 clusters Score -3357622 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3358042.250000 Penalty: 3601.636230
	Iteration 5Q: 3 clusters Score -3358042 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3358648.250000 Penalty: 3601.636230
	Iteration 6Q: 3 clusters Score -3358648 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -3359458.750000 Penalty: 3601.636230
	Iteration 7Q: 3 clusters Score -3359459 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3360731.500000 Penalty: 3601.636230
	Iteration 8Q: 3 clusters Score -3360732 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -3362686.750000 Penalty: 3601.636230
	Iteration 9F: 3 clusters Score -3362687 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -3365341.500000 Penalty: 3601.636230
	Iteration 10F: 3 clusters Score -3365342 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -3368287.500000 Penalty: 3601.636230
	Iteration 11F: 3 clusters Score -3368288 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -3370586.500000 Penalty: 3601.636230
	Iteration 12F: 3 clusters Score -3370586 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -3371997.750000 Penalty: 3601.636230
	Iteration 13Q: 3 clusters Score -3371998 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -3372924.750000 Penalty: 3601.636230
	Iteration 14Q: 3 clusters Score -3372925 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -3373611.250000 Penalty: 3601.636230
	Iteration 15Q: 3 clusters Score -3373611 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -3374319.500000 Penalty: 3601.636230
	Iteration 16Q: 3 clusters Score -3374320 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -3375021.500000 Penalty: 3601.636230
	Iteration 17Q: 3 clusters Score -3375022 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -3375709.000000 Penalty: 3601.636230
	Iteration 18Q: 3 clusters Score -3375709 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -3376392.500000 Penalty: 3601.636230
	Iteration 19Q: 3 clusters Score -3376392 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -3377043.250000 Penalty: 3601.636230
	Iteration 20F: 3 clusters Score -3377043 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -3377642.250000 Penalty: 3601.636230
	Iteration 21Q: 3 clusters Score -3377642 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -3378231.500000 Penalty: 3601.636230
	Iteration 22Q: 3 clusters Score -3378232 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -3378747.000000 Penalty: 3601.636230
	Iteration 23Q: 3 clusters Score -3378747 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -3379200.500000 Penalty: 3601.636230
	Iteration 24Q: 3 clusters Score -3379200 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -3379549.750000 Penalty: 3601.636230
	Iteration 25Q: 3 clusters Score -3379550 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -3379800.000000 Penalty: 3601.636230
	Iteration 26Q: 3 clusters Score -3379800 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -3380013.000000 Penalty: 3601.636230
	Iteration 27Q: 3 clusters Score -3380013 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -3380162.000000 Penalty: 3601.636230
	Iteration 28Q: 3 clusters Score -3380162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -3380269.750000 Penalty: 3601.636230
	Iteration 29Q: 3 clusters Score -3380270 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -3380359.750000 Penalty: 3601.636230
	Iteration 30Q: 3 clusters Score -3380360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -3380424.000000 Penalty: 3601.636230
	Iteration 31Q: 3 clusters Score -3380424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -3380479.250000 Penalty: 3601.636230
	Iteration 32Q: 3 clusters Score -3380479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -3380521.250000 Penalty: 3601.636230
	Iteration 33Q: 3 clusters Score -3380521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -3380557.250000 Penalty: 3601.636230
	Iteration 34Q: 3 clusters Score -3380557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -3380597.250000 Penalty: 3601.636230
	Iteration 35Q: 3 clusters Score -3380597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -3380625.500000 Penalty: 3601.636230
	Iteration 36Q: 3 clusters Score -3380626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -3380648.750000 Penalty: 3601.636230
	Iteration 37Q: 3 clusters Score -3380649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -3380656.500000 Penalty: 3601.636230
	Iteration 38Q: 3 clusters Score -3380656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -3380666.750000 Penalty: 3601.636230
	Iteration 39Q: 3 clusters Score -3380667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -3380678.500000 Penalty: 3601.636230
	Iteration 40F: 3 clusters Score -3380678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -3380678.000000 Penalty: 3601.636230
	Iteration 41Q: 3 clusters Score -3380678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -3380674.500000 Penalty: 3601.636230
	Iteration 42Q: 3 clusters Score -3380674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -3380677.500000 Penalty: 3601.636230
	Iteration 43Q: 3 clusters Score -3380678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -3380682.250000 Penalty: 3601.636230
	Iteration 44Q: 3 clusters Score -3380682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -3380682.250000 Penalty: 3601.636230
	Iteration 45F: 3 clusters Score -3380682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -184762.890625 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -184762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -181642.078125 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -181642.1 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -182566.890625 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -182566.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -182850.046875 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -182850 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -183057.031250 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -183057 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -183224.328125 Penalty: 2674.504395
	Iteration 4F: 3 clusters Score -183224.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -183346.578125 Penalty: 2674.504395
	Iteration 5F: 3 clusters Score -183346.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -183455.640625 Penalty: 2674.504395
	Iteration 6Q: 3 clusters Score -183455.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -183521.281250 Penalty: 2674.504395
	Iteration 7Q: 3 clusters Score -183521.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -183565.031250 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -183565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -183602.296875 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -183602.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -183622.156250 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -183622.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -183636.375000 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -183636.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -183648.250000 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -183648.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -183657.187500 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -183657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -183664.187500 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -183664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -183669.859375 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -183669.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183673.640625 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -183673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -183676.187500 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -183676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -183676.906250 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -183676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -183676.906250 Penalty: 2674.504395
	Iteration 19F: 3 clusters Score -183676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Entering Unmasked Estep 
Score: -3517402.250000 Penalty: 1806.660400
	Iteration 0F: 2 clusters Score -3517402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3472229.250000 Penalty: 3613.320801
	Iteration 0F: 3 clusters Score -3472229 nChanged 31879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3490382.500000 Penalty: 3613.320801
	Iteration 1F: 3 clusters Score -3490382 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3490928.750000 Penalty: 3613.320801
	Iteration 2Q: 3 clusters Score -3490929 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3491628.000000 Penalty: 3613.320801
	Iteration 3Q: 3 clusters Score -3491628 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3492762.750000 Penalty: 3613.320801
	Iteration 4Q: 3 clusters Score -3492763 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3494550.000000 Penalty: 3613.320801
	Iteration 5F: 3 clusters Score -3494550 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3497473.000000 Penalty: 3613.320801
	Iteration 6F: 3 clusters Score -3497473 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3501641.500000 Penalty: 3613.320801
	Iteration 7F: 3 clusters Score -3501642 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3506078.250000 Penalty: 3613.320801
	Iteration 8F: 3 clusters Score -3506078 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3509701.750000 Penalty: 3613.320801
	Iteration 9F: 3 clusters Score -3509702 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3512189.500000 Penalty: 3613.320801
	Iteration 10Q: 3 clusters Score -3512190 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3513761.000000 Penalty: 3613.320801
	Iteration 11Q: 3 clusters Score -3513761 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3514740.500000 Penalty: 3613.320801
	Iteration 12Q: 3 clusters Score -3514740 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3515302.500000 Penalty: 3613.320801
	Iteration 13Q: 3 clusters Score -3515302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3515535.000000 Penalty: 3613.320801
	Iteration 14Q: 3 clusters Score -3515535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3515620.250000 Penalty: 3613.320801
	Iteration 15Q: 3 clusters Score -3515620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3515676.250000 Penalty: 3613.320801
	Iteration 16Q: 3 clusters Score -3515676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3515708.500000 Penalty: 3613.320801
	Iteration 17Q: 3 clusters Score -3515708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3515724.500000 Penalty: 3613.320801
	Iteration 18Q: 3 clusters Score -3515724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3515750.250000 Penalty: 3613.320801
	Iteration 19Q: 3 clusters Score -3515750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3515761.250000 Penalty: 3613.320801
	Iteration 20F: 3 clusters Score -3515761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3515772.000000 Penalty: 3613.320801
	Iteration 21Q: 3 clusters Score -3515772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3515774.500000 Penalty: 3613.320801
	Iteration 22Q: 3 clusters Score -3515774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3515773.500000 Penalty: 3613.320801
	Iteration 23Q: 3 clusters Score -3515774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3515785.000000 Penalty: 3613.320801
	Iteration 24Q: 3 clusters Score -3515785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3515785.500000 Penalty: 3613.320801
	Iteration 25Q: 3 clusters Score -3515786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3515785.500000 Penalty: 3613.320801
	Iteration 26F: 3 clusters Score -3515786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Entering Unmasked Estep 
Score: -1003803.312500 Penalty: 1600.313110
	Iteration 0F: 2 clusters Score -1003803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -990915.000000 Penalty: 3200.626221
	Iteration 0F: 3 clusters Score -990915 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -995687.500000 Penalty: 3200.626221
	Iteration 1F: 3 clusters Score -995687.5 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -996161.312500 Penalty: 3200.626221
	Iteration 2F: 3 clusters Score -996161.3 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -996732.750000 Penalty: 3200.626221
	Iteration 3F: 3 clusters Score -996732.8 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -997498.437500 Penalty: 3200.626221
	Iteration 4F: 3 clusters Score -997498.4 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -998452.000000 Penalty: 3200.626221
	Iteration 5F: 3 clusters Score -998452 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -999484.000000 Penalty: 3200.626221
	Iteration 6F: 3 clusters Score -999484 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1000488.375000 Penalty: 3200.626221
	Iteration 7F: 3 clusters Score -1000488 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1001214.500000 Penalty: 3200.626221
	Iteration 8Q: 3 clusters Score -1001214 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1001668.250000 Penalty: 3200.626221
	Iteration 9Q: 3 clusters Score -1001668 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1001922.125000 Penalty: 3200.626221
	Iteration 10Q: 3 clusters Score -1001922 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1002052.187500 Penalty: 3200.626221
	Iteration 11Q: 3 clusters Score -1002052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1002149.500000 Penalty: 3200.626221
	Iteration 12Q: 3 clusters Score -1002150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1002223.937500 Penalty: 3200.626221
	Iteration 13Q: 3 clusters Score -1002224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1002271.187500 Penalty: 3200.626221
	Iteration 14Q: 3 clusters Score -1002271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1002314.250000 Penalty: 3200.626221
	Iteration 15Q: 3 clusters Score -1002314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1002358.812500 Penalty: 3200.626221
	Iteration 16Q: 3 clusters Score -1002359 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1002382.187500 Penalty: 3200.626221
	Iteration 17Q: 3 clusters Score -1002382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1002414.562500 Penalty: 3200.626221
	Iteration 18Q: 3 clusters Score -1002415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1002434.500000 Penalty: 3200.626221
	Iteration 19Q: 3 clusters Score -1002434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1002454.625000 Penalty: 3200.626221
	Iteration 20F: 3 clusters Score -1002455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1002466.250000 Penalty: 3200.626221
	Iteration 21Q: 3 clusters Score -1002466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1002476.375000 Penalty: 3200.626221
	Iteration 22Q: 3 clusters Score -1002476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1002487.875000 Penalty: 3200.626221
	Iteration 23Q: 3 clusters Score -1002488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1002493.687500 Penalty: 3200.626221
	Iteration 24Q: 3 clusters Score -1002494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1002496.500000 Penalty: 3200.626221
	Iteration 25Q: 3 clusters Score -1002496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1002501.500000 Penalty: 3200.626221
	Iteration 26Q: 3 clusters Score -1002502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1002502.250000 Penalty: 3200.626221
	Iteration 27Q: 3 clusters Score -1002502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1002506.437500 Penalty: 3200.626221
	Iteration 28Q: 3 clusters Score -1002506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1002505.312500 Penalty: 3200.626221
	Iteration 29Q: 3 clusters Score -1002505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1002505.625000 Penalty: 3200.626221
	Iteration 30Q: 3 clusters Score -1002506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1002506.000000 Penalty: 3200.626221
	Iteration 31Q: 3 clusters Score -1002506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1002507.937500 Penalty: 3200.626221
	Iteration 32Q: 3 clusters Score -1002508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1002509.562500 Penalty: 3200.626221
	Iteration 33Q: 3 clusters Score -1002510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1002510.750000 Penalty: 3200.626221
	Iteration 34Q: 3 clusters Score -1002511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1002511.312500 Penalty: 3200.626221
	Iteration 35Q: 3 clusters Score -1002511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1002512.250000 Penalty: 3200.626221
	Iteration 36Q: 3 clusters Score -1002512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1002512.187500 Penalty: 3200.626221
	Iteration 37Q: 3 clusters Score -1002512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1002512.187500 Penalty: 3200.626221
	Iteration 38F: 3 clusters Score -1002512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -272254.000000 Penalty: 1414.265869
	Iteration 0F: 2 clusters Score -272254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -267664.343750 Penalty: 2828.531738
	Iteration 0F: 3 clusters Score -267664.3 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -268876.750000 Penalty: 2828.531738
	Iteration 1F: 3 clusters Score -268876.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -269064.718750 Penalty: 2828.531738
	Iteration 2F: 3 clusters Score -269064.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -269228.968750 Penalty: 2828.531738
	Iteration 3F: 3 clusters Score -269229 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -269372.312500 Penalty: 2828.531738
	Iteration 4Q: 3 clusters Score -269372.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -269494.218750 Penalty: 2828.531738
	Iteration 5Q: 3 clusters Score -269494.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -269607.125000 Penalty: 2828.531738
	Iteration 6Q: 3 clusters Score -269607.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -269727.437500 Penalty: 2828.531738
	Iteration 7Q: 3 clusters Score -269727.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -269857.125000 Penalty: 2828.531738
	Iteration 8Q: 3 clusters Score -269857.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -270011.187500 Penalty: 2828.531738
	Iteration 9Q: 3 clusters Score -270011.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -270160.906250 Penalty: 2828.531738
	Iteration 10Q: 3 clusters Score -270160.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -270299.781250 Penalty: 2828.531738
	Iteration 11Q: 3 clusters Score -270299.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -270400.562500 Penalty: 2828.531738
	Iteration 12Q: 3 clusters Score -270400.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -270495.187500 Penalty: 2828.531738
	Iteration 13Q: 3 clusters Score -270495.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -270599.468750 Penalty: 2828.531738
	Iteration 14Q: 3 clusters Score -270599.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -270697.906250 Penalty: 2828.531738
	Iteration 15Q: 3 clusters Score -270697.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -270784.468750 Penalty: 2828.531738
	Iteration 16Q: 3 clusters Score -270784.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -270850.000000 Penalty: 2828.531738
	Iteration 17Q: 3 clusters Score -270850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -270890.187500 Penalty: 2828.531738
	Iteration 18Q: 3 clusters Score -270890.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -270923.281250 Penalty: 2828.531738
	Iteration 19Q: 3 clusters Score -270923.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -270945.593750 Penalty: 2828.531738
	Iteration 20F: 3 clusters Score -270945.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -270962.906250 Penalty: 2828.531738
	Iteration 21Q: 3 clusters Score -270962.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -270983.562500 Penalty: 2828.531738
	Iteration 22Q: 3 clusters Score -270983.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -270997.468750 Penalty: 2828.531738
	Iteration 23Q: 3 clusters Score -270997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -271013.656250 Penalty: 2828.531738
	Iteration 24Q: 3 clusters Score -271013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -271031.406250 Penalty: 2828.531738
	Iteration 25Q: 3 clusters Score -271031.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -271047.687500 Penalty: 2828.531738
	Iteration 26Q: 3 clusters Score -271047.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -271057.000000 Penalty: 2828.531738
	Iteration 27Q: 3 clusters Score -271057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -271062.343750 Penalty: 2828.531738
	Iteration 28Q: 3 clusters Score -271062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -271065.593750 Penalty: 2828.531738
	Iteration 29Q: 3 clusters Score -271065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -271069.031250 Penalty: 2828.531738
	Iteration 30Q: 3 clusters Score -271069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -271072.687500 Penalty: 2828.531738
	Iteration 31Q: 3 clusters Score -271072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -271075.125000 Penalty: 2828.531738
	Iteration 32Q: 3 clusters Score -271075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -271079.375000 Penalty: 2828.531738
	Iteration 33Q: 3 clusters Score -271079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -271083.406250 Penalty: 2828.531738
	Iteration 34Q: 3 clusters Score -271083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -271090.593750 Penalty: 2828.531738
	Iteration 35Q: 3 clusters Score -271090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -271093.562500 Penalty: 2828.531738
	Iteration 36Q: 3 clusters Score -271093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -271096.031250 Penalty: 2828.531738
	Iteration 37Q: 3 clusters Score -271096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -271097.250000 Penalty: 2828.531738
	Iteration 38Q: 3 clusters Score -271097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -271097.250000 Penalty: 2828.531738
	Iteration 39F: 3 clusters Score -271097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Entering Unmasked Estep 
Score: -2835507.250000 Penalty: 1772.893311
	Iteration 0F: 2 clusters Score -2835507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -2798929.750000 Penalty: 3545.786621
	Iteration 0F: 3 clusters Score -2798930 nChanged 25743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -2813730.750000 Penalty: 3545.786621
	Iteration 1F: 3 clusters Score -2813731 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -2814432.500000 Penalty: 3545.786621
	Iteration 2Q: 3 clusters Score -2814432 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -2815585.500000 Penalty: 3545.786621
	Iteration 3Q: 3 clusters Score -2815586 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -2817474.750000 Penalty: 3545.786621
	Iteration 4F: 3 clusters Score -2817475 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -2820492.750000 Penalty: 3545.786621
	Iteration 5F: 3 clusters Score -2820493 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -2824843.000000 Penalty: 3545.786621
	Iteration 6F: 3 clusters Score -2824843 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -2829259.750000 Penalty: 3545.786621
	Iteration 7F: 3 clusters Score -2829260 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -2831969.000000 Penalty: 3545.786621
	Iteration 8F: 3 clusters Score -2831969 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -2833197.500000 Penalty: 3545.786621
	Iteration 9Q: 3 clusters Score -2833198 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -2833697.250000 Penalty: 3545.786621
	Iteration 10Q: 3 clusters Score -2833697 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -2833863.750000 Penalty: 3545.786621
	Iteration 11Q: 3 clusters Score -2833864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -2833963.000000 Penalty: 3545.786621
	Iteration 12Q: 3 clusters Score -2833963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -2834002.500000 Penalty: 3545.786621
	Iteration 13Q: 3 clusters Score -2834002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -2834035.250000 Penalty: 3545.786621
	Iteration 14Q: 3 clusters Score -2834035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -2834050.250000 Penalty: 3545.786621
	Iteration 15Q: 3 clusters Score -2834050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -2834079.000000 Penalty: 3545.786621
	Iteration 16Q: 3 clusters Score -2834079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -2834090.000000 Penalty: 3545.786621
	Iteration 17Q: 3 clusters Score -2834090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -2834096.500000 Penalty: 3545.786621
	Iteration 18Q: 3 clusters Score -2834096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -2834102.500000 Penalty: 3545.786621
	Iteration 19Q: 3 clusters Score -2834102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -2834108.500000 Penalty: 3545.786621
	Iteration 20F: 3 clusters Score -2834108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -2834108.000000 Penalty: 3545.786621
	Iteration 21Q: 3 clusters Score -2834108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -2834108.250000 Penalty: 3545.786621
	Iteration 22Q: 3 clusters Score -2834108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -2834108.250000 Penalty: 3545.786621
	Iteration 23F: 3 clusters Score -2834108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Entering Unmasked Estep 
Score: -1127717.500000 Penalty: 1619.565430
	Iteration 0F: 2 clusters Score -1127718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1113184.125000 Penalty: 3239.130859
	Iteration 0F: 3 clusters Score -1113184 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1118414.875000 Penalty: 3239.130859
	Iteration 1F: 3 clusters Score -1118415 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1118762.750000 Penalty: 3239.130859
	Iteration 2Q: 3 clusters Score -1118763 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1119140.625000 Penalty: 3239.130859
	Iteration 3Q: 3 clusters Score -1119141 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1119649.000000 Penalty: 3239.130859
	Iteration 4Q: 3 clusters Score -1119649 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1120350.250000 Penalty: 3239.130859
	Iteration 5F: 3 clusters Score -1120350 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1121340.750000 Penalty: 3239.130859
	Iteration 6F: 3 clusters Score -1121341 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1122762.000000 Penalty: 3239.130859
	Iteration 7F: 3 clusters Score -1122762 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1124320.375000 Penalty: 3239.130859
	Iteration 8F: 3 clusters Score -1124320 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1125335.000000 Penalty: 3239.130859
	Iteration 9F: 3 clusters Score -1125335 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1125838.500000 Penalty: 3239.130859
	Iteration 10Q: 3 clusters Score -1125838 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -1126056.125000 Penalty: 3239.130859
	Iteration 11Q: 3 clusters Score -1126056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -1126157.500000 Penalty: 3239.130859
	Iteration 12Q: 3 clusters Score -1126158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1126209.000000 Penalty: 3239.130859
	Iteration 13Q: 3 clusters Score -1126209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1126240.875000 Penalty: 3239.130859
	Iteration 14Q: 3 clusters Score -1126241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1126247.750000 Penalty: 3239.130859
	Iteration 15Q: 3 clusters Score -1126248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1126252.250000 Penalty: 3239.130859
	Iteration 16Q: 3 clusters Score -1126252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1126257.250000 Penalty: 3239.130859
	Iteration 17Q: 3 clusters Score -1126257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1126260.375000 Penalty: 3239.130859
	Iteration 18Q: 3 clusters Score -1126260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1126261.000000 Penalty: 3239.130859
	Iteration 19Q: 3 clusters Score -1126261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1126261.250000 Penalty: 3239.130859
	Iteration 20F: 3 clusters Score -1126261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -436864.125000 Penalty: 1465.242554
	Iteration 0F: 2 clusters Score -436864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -430828.437500 Penalty: 2930.485107
	Iteration 0F: 3 clusters Score -430828.4 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -432755.250000 Penalty: 2930.485107
	Iteration 1F: 3 clusters Score -432755.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -433043.843750 Penalty: 2930.485107
	Iteration 2F: 3 clusters Score -433043.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -433271.562500 Penalty: 2930.485107
	Iteration 3F: 3 clusters Score -433271.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -433489.375000 Penalty: 2930.485107
	Iteration 4F: 3 clusters Score -433489.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -433721.562500 Penalty: 2930.485107
	Iteration 5F: 3 clusters Score -433721.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -433938.156250 Penalty: 2930.485107
	Iteration 6Q: 3 clusters Score -433938.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -434120.625000 Penalty: 2930.485107
	Iteration 7Q: 3 clusters Score -434120.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -434282.093750 Penalty: 2930.485107
	Iteration 8Q: 3 clusters Score -434282.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -434402.625000 Penalty: 2930.485107
	Iteration 9Q: 3 clusters Score -434402.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -434486.093750 Penalty: 2930.485107
	Iteration 10Q: 3 clusters Score -434486.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -434542.312500 Penalty: 2930.485107
	Iteration 11Q: 3 clusters Score -434542.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -434583.343750 Penalty: 2930.485107
	Iteration 12Q: 3 clusters Score -434583.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -434610.812500 Penalty: 2930.485107
	Iteration 13Q: 3 clusters Score -434610.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -434634.187500 Penalty: 2930.485107
	Iteration 14Q: 3 clusters Score -434634.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -434651.437500 Penalty: 2930.485107
	Iteration 15Q: 3 clusters Score -434651.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -434671.000000 Penalty: 2930.485107
	Iteration 16Q: 3 clusters Score -434671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -434682.625000 Penalty: 2930.485107
	Iteration 17Q: 3 clusters Score -434682.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -434691.406250 Penalty: 2930.485107
	Iteration 18Q: 3 clusters Score -434691.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -434700.625000 Penalty: 2930.485107
	Iteration 19Q: 3 clusters Score -434700.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -434706.437500 Penalty: 2930.485107
	Iteration 20F: 3 clusters Score -434706.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -434711.750000 Penalty: 2930.485107
	Iteration 21Q: 3 clusters Score -434711.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -434715.531250 Penalty: 2930.485107
	Iteration 22Q: 3 clusters Score -434715.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -434717.500000 Penalty: 2930.485107
	Iteration 23Q: 3 clusters Score -434717.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -434720.968750 Penalty: 2930.485107
	Iteration 24Q: 3 clusters Score -434721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -434724.500000 Penalty: 2930.485107
	Iteration 25Q: 3 clusters Score -434724.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -434730.000000 Penalty: 2930.485107
	Iteration 26Q: 3 clusters Score -434730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -434738.687500 Penalty: 2930.485107
	Iteration 27Q: 3 clusters Score -434738.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -434748.593750 Penalty: 2930.485107
	Iteration 28Q: 3 clusters Score -434748.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -434758.875000 Penalty: 2930.485107
	Iteration 29Q: 3 clusters Score -434758.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -434769.531250 Penalty: 2930.485107
	Iteration 30Q: 3 clusters Score -434769.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -434780.062500 Penalty: 2930.485107
	Iteration 31Q: 3 clusters Score -434780.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -434791.250000 Penalty: 2930.485107
	Iteration 32Q: 3 clusters Score -434791.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -434809.906250 Penalty: 2930.485107
	Iteration 33Q: 3 clusters Score -434809.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -434832.625000 Penalty: 2930.485107
	Iteration 34Q: 3 clusters Score -434832.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -434856.718750 Penalty: 2930.485107
	Iteration 35Q: 3 clusters Score -434856.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -434880.218750 Penalty: 2930.485107
	Iteration 36Q: 3 clusters Score -434880.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -434901.406250 Penalty: 2930.485107
	Iteration 37Q: 3 clusters Score -434901.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -434925.843750 Penalty: 2930.485107
	Iteration 38Q: 3 clusters Score -434925.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -434950.031250 Penalty: 2930.485107
	Iteration 39Q: 3 clusters Score -434950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -434972.531250 Penalty: 2930.485107
	Iteration 40F: 3 clusters Score -434972.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -434997.156250 Penalty: 2930.485107
	Iteration 41Q: 3 clusters Score -434997.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435022.093750 Penalty: 2930.485107
	Iteration 42Q: 3 clusters Score -435022.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435057.000000 Penalty: 2930.485107
	Iteration 43Q: 3 clusters Score -435057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -435094.750000 Penalty: 2930.485107
	Iteration 44Q: 3 clusters Score -435094.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -435138.468750 Penalty: 2930.485107
	Iteration 45Q: 3 clusters Score -435138.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -435189.843750 Penalty: 2930.485107
	Iteration 46Q: 3 clusters Score -435189.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -435249.968750 Penalty: 2930.485107
	Iteration 47Q: 3 clusters Score -435250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -435301.875000 Penalty: 2930.485107
	Iteration 48Q: 3 clusters Score -435301.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -435347.937500 Penalty: 2930.485107
	Iteration 49Q: 3 clusters Score -435347.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -435390.562500 Penalty: 2930.485107
	Iteration 50Q: 3 clusters Score -435390.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -435422.593750 Penalty: 2930.485107
	Iteration 51Q: 3 clusters Score -435422.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -435446.312500 Penalty: 2930.485107
	Iteration 52Q: 3 clusters Score -435446.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -435465.468750 Penalty: 2930.485107
	Iteration 53Q: 3 clusters Score -435465.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -435494.093750 Penalty: 2930.485107
	Iteration 54Q: 3 clusters Score -435494.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -435516.156250 Penalty: 2930.485107
	Iteration 55Q: 3 clusters Score -435516.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -435534.062500 Penalty: 2930.485107
	Iteration 56Q: 3 clusters Score -435534.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -435554.625000 Penalty: 2930.485107
	Iteration 57Q: 3 clusters Score -435554.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -435574.875000 Penalty: 2930.485107
	Iteration 58Q: 3 clusters Score -435574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -435589.750000 Penalty: 2930.485107
	Iteration 59Q: 3 clusters Score -435589.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -435602.937500 Penalty: 2930.485107
	Iteration 60F: 3 clusters Score -435602.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -435615.125000 Penalty: 2930.485107
	Iteration 61Q: 3 clusters Score -435615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -435628.437500 Penalty: 2930.485107
	Iteration 62Q: 3 clusters Score -435628.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -435639.781250 Penalty: 2930.485107
	Iteration 63Q: 3 clusters Score -435639.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -435648.437500 Penalty: 2930.485107
	Iteration 64Q: 3 clusters Score -435648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -435654.312500 Penalty: 2930.485107
	Iteration 65Q: 3 clusters Score -435654.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -435662.968750 Penalty: 2930.485107
	Iteration 66Q: 3 clusters Score -435663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -435672.281250 Penalty: 2930.485107
	Iteration 67Q: 3 clusters Score -435672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -435679.656250 Penalty: 2930.485107
	Iteration 68Q: 3 clusters Score -435679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -435681.812500 Penalty: 2930.485107
	Iteration 69Q: 3 clusters Score -435681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -435681.812500 Penalty: 2930.485107
	Iteration 70F: 3 clusters Score -435681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12812 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204500 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 64988 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67367 members 
Mstep: Class 15 contains 18922 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539586.000000 Penalty: 36418.070312
Iteration 199Q: 18 clusters Score -2.653959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12811 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204491 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 65003 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67360 members 
Mstep: Class 15 contains 18920 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21306 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539604.000000 Penalty: 36418.070312
Iteration 200F: 18 clusters Score -2.65396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12811 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204485 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 65019 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 67351 members 
Mstep: Class 15 contains 18920 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54725 members 
Mstep: Class 21 contains 21307 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539614.000000 Penalty: 36418.070312
Iteration 201Q: 18 clusters Score -2.653961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12811 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 204483 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65034 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67340 members 
Mstep: Class 15 contains 18921 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 54726 members 
Mstep: Class 21 contains 21307 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539604.000000 Penalty: 36418.070312
Iteration 202Q: 18 clusters Score -2.65396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12811 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 204478 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65054 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67332 members 
Mstep: Class 15 contains 18920 members 
Mstep: Class 17 contains 6028 members 
Mstep: Class 18 contains 54726 members 
Mstep: Class 21 contains 21301 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 203Q: 18 clusters Score -2.653958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12810 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 8167 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204477 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65067 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67323 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 17 contains 6028 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21299 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 204Q: 18 clusters Score -2.653958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12809 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204476 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65076 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67325 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 54726 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 205Q: 18 clusters Score -2.653958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12807 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204468 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65082 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67325 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21299 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539584.000000 Penalty: 36418.070312
Iteration 206Q: 18 clusters Score -2.653958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12807 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204463 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65085 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67323 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539568.000000 Penalty: 36418.070312
Iteration 207Q: 18 clusters Score -2.653957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12806 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8164 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204459 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65090 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67323 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21304 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539586.000000 Penalty: 36418.070312
Iteration 208Q: 18 clusters Score -2.653959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12804 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204457 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65097 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67319 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21306 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539558.000000 Penalty: 36418.070312
Iteration 209Q: 18 clusters Score -2.653956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204455 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65106 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67317 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21305 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539586.000000 Penalty: 36418.070312
Iteration 210Q: 18 clusters Score -2.653959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6083 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204451 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65115 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67314 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21303 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539576.000000 Penalty: 36418.070312
Iteration 211Q: 18 clusters Score -2.653958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204443 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 65127 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67309 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21302 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539570.000000 Penalty: 36418.070312
Iteration 212Q: 18 clusters Score -2.653957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204438 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 65140 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67305 members 
Mstep: Class 15 contains 18920 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21298 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539578.000000 Penalty: 36418.070312
Iteration 213Q: 18 clusters Score -2.653958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204435 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 65168 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67291 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21288 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539570.000000 Penalty: 36418.070312
Iteration 214Q: 18 clusters Score -2.653957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12798 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8160 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204426 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 65186 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67282 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 21 contains 21290 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539570.000000 Penalty: 36418.070312
Iteration 215Q: 18 clusters Score -2.653957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204416 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 65213 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67276 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 54725 members 
Mstep: Class 21 contains 21287 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539568.000000 Penalty: 36418.070312
Iteration 216Q: 18 clusters Score -2.653957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 12796 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8149 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204414 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 65244 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67265 members 
Mstep: Class 15 contains 18918 members 
Mstep: Class 17 contains 6025 members 
Mstep: Class 18 contains 54724 members 
Mstep: Class 21 contains 21282 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539592.000000 Penalty: 36418.070312
Iteration 217Q: 18 clusters Score -2.653959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12795 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8149 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204408 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 65270 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67257 members 
Mstep: Class 15 contains 18917 members 
Mstep: Class 17 contains 6023 members 
Mstep: Class 18 contains 54724 members 
Mstep: Class 21 contains 21279 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539596.000000 Penalty: 36418.070312
Iteration 218Q: 18 clusters Score -2.65396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12794 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204403 members 
Mstep: Class 10 contains 15487 members 
Mstep: Class 11 contains 65299 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67245 members 
Mstep: Class 15 contains 18916 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54725 members 
Mstep: Class 21 contains 21272 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 219Q: 18 clusters Score -2.653958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12793 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204398 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 65322 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67240 members 
Mstep: Class 15 contains 18916 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54724 members 
Mstep: Class 21 contains 21266 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539576.000000 Penalty: 36418.070312
Iteration 220F: 18 clusters Score -2.653958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12790 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204390 members 
Mstep: Class 10 contains 15479 members 
Mstep: Class 11 contains 65352 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67232 members 
Mstep: Class 15 contains 18913 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54725 members 
Mstep: Class 21 contains 21259 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539582.000000 Penalty: 36418.070312
Iteration 221Q: 18 clusters Score -2.653958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8143 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204380 members 
Mstep: Class 10 contains 15476 members 
Mstep: Class 11 contains 65385 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67225 members 
Mstep: Class 15 contains 18911 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54726 members 
Mstep: Class 21 contains 21257 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539542.000000 Penalty: 36418.070312
Iteration 222Q: 18 clusters Score -2.653954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204376 members 
Mstep: Class 10 contains 15475 members 
Mstep: Class 11 contains 65413 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67223 members 
Mstep: Class 15 contains 18908 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 54723 members 
Mstep: Class 21 contains 21250 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539528.000000 Penalty: 36418.070312
Iteration 223Q: 18 clusters Score -2.653953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12780 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8134 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204370 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 65440 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67218 members 
Mstep: Class 15 contains 18906 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54723 members 
Mstep: Class 21 contains 21247 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539508.000000 Penalty: 36418.070312
Iteration 224Q: 18 clusters Score -2.653951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12776 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204367 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 65466 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67214 members 
Mstep: Class 15 contains 18903 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54723 members 
Mstep: Class 21 contains 21242 members 
Mstep: Class 24 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539538.000000 Penalty: 36418.070312
Iteration 225Q: 18 clusters Score -2.653954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12773 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204362 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 65494 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67212 members 
Mstep: Class 15 contains 18900 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54723 members 
Mstep: Class 21 contains 21235 members 
Mstep: Class 24 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539516.000000 Penalty: 36418.070312
Iteration 226Q: 18 clusters Score -2.653952e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12768 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204357 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 65529 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67209 members 
Mstep: Class 15 contains 18898 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54720 members 
Mstep: Class 21 contains 21227 members 
Mstep: Class 24 contains 8243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539554.000000 Penalty: 36418.070312
Iteration 227Q: 18 clusters Score -2.653955e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 204351 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 65564 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67199 members 
Mstep: Class 15 contains 18898 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54718 members 
Mstep: Class 21 contains 21215 members 
Mstep: Class 24 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539554.000000 Penalty: 36418.070312
Iteration 228Q: 18 clusters Score -2.653955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12759 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204350 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 65593 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67192 members 
Mstep: Class 15 contains 18897 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 54719 members 
Mstep: Class 21 contains 21208 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539514.000000 Penalty: 36418.070312
Iteration 229Q: 18 clusters Score -2.653951e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204345 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 65620 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67181 members 
Mstep: Class 15 contains 18896 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 54718 members 
Mstep: Class 21 contains 21204 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539540.000000 Penalty: 36418.070312
Iteration 230Q: 18 clusters Score -2.653954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204339 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 65649 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67170 members 
Mstep: Class 15 contains 18894 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 54717 members 
Mstep: Class 21 contains 21203 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539518.000000 Penalty: 36418.070312
Iteration 231Q: 18 clusters Score -2.653952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 204336 members 
Mstep: Class 10 contains 15434 members 
Mstep: Class 11 contains 65670 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67165 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54716 members 
Mstep: Class 21 contains 21201 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539530.000000 Penalty: 36418.070312
Iteration 232Q: 18 clusters Score -2.653953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204337 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 65686 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67161 members 
Mstep: Class 15 contains 18885 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 54716 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539526.000000 Penalty: 36418.070312
Iteration 233Q: 18 clusters Score -2.653953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12738 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 204336 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 65703 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67159 members 
Mstep: Class 15 contains 18883 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 54713 members 
Mstep: Class 21 contains 21197 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539526.000000 Penalty: 36418.070312
Iteration 234Q: 18 clusters Score -2.653953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 204331 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 65721 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67153 members 
Mstep: Class 15 contains 18883 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 54710 members 
Mstep: Class 21 contains 21197 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539516.000000 Penalty: 36418.070312
Iteration 235Q: 18 clusters Score -2.653952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 204321 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 65739 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67148 members 
Mstep: Class 15 contains 18882 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54708 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539518.000000 Penalty: 36418.070312
Iteration 236Q: 18 clusters Score -2.653952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 8 contains 11879 members 
Mstep: Class 9 contains 204313 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65750 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67145 members 
Mstep: Class 15 contains 18884 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54706 members 
Mstep: Class 21 contains 21199 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539534.000000 Penalty: 36418.070312
Iteration 237Q: 18 clusters Score -2.653953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12728 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8120 members 
Mstep: Class 8 contains 11879 members 
Mstep: Class 9 contains 204307 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65762 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67141 members 
Mstep: Class 15 contains 18885 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54706 members 
Mstep: Class 21 contains 21199 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539532.000000 Penalty: 36418.070312
Iteration 238Q: 18 clusters Score -2.653953e+07 nChanged 21
Entering ConstructFrom: 
Score: -26539532.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Entering Unmasked Estep 
Score: -931583.625000 Penalty: 1587.580811
	Iteration 0F: 2 clusters Score -931583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -919648.375000 Penalty: 3175.161621
	Iteration 0F: 3 clusters Score -919648.4 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -924118.312500 Penalty: 3175.161621
	Iteration 1F: 3 clusters Score -924118.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -924652.625000 Penalty: 3175.161621
	Iteration 2F: 3 clusters Score -924652.6 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -925283.187500 Penalty: 3175.161621
	Iteration 3F: 3 clusters Score -925283.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -925952.750000 Penalty: 3175.161621
	Iteration 4F: 3 clusters Score -925952.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -926575.750000 Penalty: 3175.161621
	Iteration 5F: 3 clusters Score -926575.8 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -927196.562500 Penalty: 3175.161621
	Iteration 6F: 3 clusters Score -927196.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -927721.062500 Penalty: 3175.161621
	Iteration 7F: 3 clusters Score -927721.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -928088.312500 Penalty: 3175.161621
	Iteration 8Q: 3 clusters Score -928088.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -928288.937500 Penalty: 3175.161621
	Iteration 9Q: 3 clusters Score -928288.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -928386.250000 Penalty: 3175.161621
	Iteration 10Q: 3 clusters Score -928386.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -928462.187500 Penalty: 3175.161621
	Iteration 11Q: 3 clusters Score -928462.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -928514.187500 Penalty: 3175.161621
	Iteration 12Q: 3 clusters Score -928514.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -928559.687500 Penalty: 3175.161621
	Iteration 13Q: 3 clusters Score -928559.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -928603.375000 Penalty: 3175.161621
	Iteration 14Q: 3 clusters Score -928603.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -928642.250000 Penalty: 3175.161621
	Iteration 15Q: 3 clusters Score -928642.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -928674.312500 Penalty: 3175.161621
	Iteration 16Q: 3 clusters Score -928674.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -928704.750000 Penalty: 3175.161621
	Iteration 17Q: 3 clusters Score -928704.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -928729.062500 Penalty: 3175.161621
	Iteration 18Q: 3 clusters Score -928729.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -928753.062500 Penalty: 3175.161621
	Iteration 19Q: 3 clusters Score -928753.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -928767.937500 Penalty: 3175.161621
	Iteration 20F: 3 clusters Score -928767.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -928781.812500 Penalty: 3175.161621
	Iteration 21Q: 3 clusters Score -928781.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -928799.750000 Penalty: 3175.161621
	Iteration 22Q: 3 clusters Score -928799.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -928807.250000 Penalty: 3175.161621
	Iteration 23Q: 3 clusters Score -928807.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -928815.250000 Penalty: 3175.161621
	Iteration 24Q: 3 clusters Score -928815.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -928833.375000 Penalty: 3175.161621
	Iteration 25Q: 3 clusters Score -928833.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -928846.687500 Penalty: 3175.161621
	Iteration 26Q: 3 clusters Score -928846.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -928860.375000 Penalty: 3175.161621
	Iteration 27Q: 3 clusters Score -928860.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -928878.187500 Penalty: 3175.161621
	Iteration 28Q: 3 clusters Score -928878.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -928893.812500 Penalty: 3175.161621
	Iteration 29Q: 3 clusters Score -928893.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -928908.812500 Penalty: 3175.161621
	Iteration 30Q: 3 clusters Score -928908.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -928924.500000 Penalty: 3175.161621
	Iteration 31Q: 3 clusters Score -928924.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -928947.062500 Penalty: 3175.161621
	Iteration 32Q: 3 clusters Score -928947.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -928968.875000 Penalty: 3175.161621
	Iteration 33Q: 3 clusters Score -928968.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -928985.125000 Penalty: 3175.161621
	Iteration 34Q: 3 clusters Score -928985.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -929005.500000 Penalty: 3175.161621
	Iteration 35Q: 3 clusters Score -929005.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -929022.062500 Penalty: 3175.161621
	Iteration 36Q: 3 clusters Score -929022.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -929038.937500 Penalty: 3175.161621
	Iteration 37Q: 3 clusters Score -929038.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -929054.000000 Penalty: 3175.161621
	Iteration 38Q: 3 clusters Score -929054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -929072.625000 Penalty: 3175.161621
	Iteration 39Q: 3 clusters Score -929072.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -929093.875000 Penalty: 3175.161621
	Iteration 40F: 3 clusters Score -929093.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -929106.500000 Penalty: 3175.161621
	Iteration 41Q: 3 clusters Score -929106.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -929119.812500 Penalty: 3175.161621
	Iteration 42Q: 3 clusters Score -929119.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -929132.062500 Penalty: 3175.161621
	Iteration 43Q: 3 clusters Score -929132.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -929145.812500 Penalty: 3175.161621
	Iteration 44Q: 3 clusters Score -929145.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -929152.937500 Penalty: 3175.161621
	Iteration 45Q: 3 clusters Score -929152.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -929162.625000 Penalty: 3175.161621
	Iteration 46Q: 3 clusters Score -929162.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -929169.750000 Penalty: 3175.161621
	Iteration 47Q: 3 clusters Score -929169.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -929172.687500 Penalty: 3175.161621
	Iteration 48Q: 3 clusters Score -929172.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -929186.250000 Penalty: 3175.161621
	Iteration 49Q: 3 clusters Score -929186.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -929192.125000 Penalty: 3175.161621
	Iteration 50Q: 3 clusters Score -929192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -929200.562500 Penalty: 3175.161621
	Iteration 51Q: 3 clusters Score -929200.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -929206.125000 Penalty: 3175.161621
	Iteration 52Q: 3 clusters Score -929206.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -929207.562500 Penalty: 3175.161621
	Iteration 53Q: 3 clusters Score -929207.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -929213.125000 Penalty: 3175.161621
	Iteration 54Q: 3 clusters Score -929213.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -929218.250000 Penalty: 3175.161621
	Iteration 55Q: 3 clusters Score -929218.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -929216.812500 Penalty: 3175.161621
	Iteration 56Q: 3 clusters Score -929216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -929218.062500 Penalty: 3175.161621
	Iteration 57Q: 3 clusters Score -929218.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -929219.812500 Penalty: 3175.161621
	Iteration 58Q: 3 clusters Score -929219.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -929222.562500 Penalty: 3175.161621
	Iteration 59Q: 3 clusters Score -929222.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -929228.562500 Penalty: 3175.161621
	Iteration 60F: 3 clusters Score -929228.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -929234.875000 Penalty: 3175.161621
	Iteration 61Q: 3 clusters Score -929234.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -929233.062500 Penalty: 3175.161621
	Iteration 62Q: 3 clusters Score -929233.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -929236.312500 Penalty: 3175.161621
	Iteration 63Q: 3 clusters Score -929236.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -929236.812500 Penalty: 3175.161621
	Iteration 64Q: 3 clusters Score -929236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -929240.000000 Penalty: 3175.161621
	Iteration 65Q: 3 clusters Score -929240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -929240.875000 Penalty: 3175.161621
	Iteration 66Q: 3 clusters Score -929240.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -929242.750000 Penalty: 3175.161621
	Iteration 67Q: 3 clusters Score -929242.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -929247.562500 Penalty: 3175.161621
	Iteration 68Q: 3 clusters Score -929247.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -929248.875000 Penalty: 3175.161621
	Iteration 69Q: 3 clusters Score -929248.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -929251.000000 Penalty: 3175.161621
	Iteration 70Q: 3 clusters Score -929251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -929249.062500 Penalty: 3175.161621
	Iteration 71Q: 3 clusters Score -929249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -929251.500000 Penalty: 3175.161621
	Iteration 72Q: 3 clusters Score -929251.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -929249.750000 Penalty: 3175.161621
	Iteration 73Q: 3 clusters Score -929249.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -929254.312500 Penalty: 3175.161621
	Iteration 74Q: 3 clusters Score -929254.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -929254.750000 Penalty: 3175.161621
	Iteration 75Q: 3 clusters Score -929254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -929259.625000 Penalty: 3175.161621
	Iteration 76Q: 3 clusters Score -929259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -929261.125000 Penalty: 3175.161621
	Iteration 77Q: 3 clusters Score -929261.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -929261.312500 Penalty: 3175.161621
	Iteration 78Q: 3 clusters Score -929261.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -929262.500000 Penalty: 3175.161621
	Iteration 79Q: 3 clusters Score -929262.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -929264.250000 Penalty: 3175.161621
	Iteration 80F: 3 clusters Score -929264.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -929268.000000 Penalty: 3175.161621
	Iteration 81Q: 3 clusters Score -929268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -929271.875000 Penalty: 3175.161621
	Iteration 82Q: 3 clusters Score -929271.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -929274.125000 Penalty: 3175.161621
	Iteration 83Q: 3 clusters Score -929274.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -929274.875000 Penalty: 3175.161621
	Iteration 84Q: 3 clusters Score -929274.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -929276.062500 Penalty: 3175.161621
	Iteration 85Q: 3 clusters Score -929276.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -929279.250000 Penalty: 3175.161621
	Iteration 86Q: 3 clusters Score -929279.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -929281.562500 Penalty: 3175.161621
	Iteration 87Q: 3 clusters Score -929281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -929275.125000 Penalty: 3175.161621
	Iteration 88Q: 3 clusters Score -929275.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -929282.312500 Penalty: 3175.161621
	Iteration 89Q: 3 clusters Score -929282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -929284.625000 Penalty: 3175.161621
	Iteration 90Q: 3 clusters Score -929284.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -929284.812500 Penalty: 3175.161621
	Iteration 91Q: 3 clusters Score -929284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -929287.375000 Penalty: 3175.161621
	Iteration 92Q: 3 clusters Score -929287.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -929290.437500 Penalty: 3175.161621
	Iteration 93Q: 3 clusters Score -929290.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -929290.500000 Penalty: 3175.161621
	Iteration 94Q: 3 clusters Score -929290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -929291.250000 Penalty: 3175.161621
	Iteration 95Q: 3 clusters Score -929291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -929293.125000 Penalty: 3175.161621
	Iteration 96Q: 3 clusters Score -929293.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -929295.625000 Penalty: 3175.161621
	Iteration 97Q: 3 clusters Score -929295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -929296.187500 Penalty: 3175.161621
	Iteration 98Q: 3 clusters Score -929296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -929294.812500 Penalty: 3175.161621
	Iteration 99Q: 3 clusters Score -929294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -929295.875000 Penalty: 3175.161621
	Iteration 100F: 3 clusters Score -929295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -929296.437500 Penalty: 3175.161621
	Iteration 101Q: 3 clusters Score -929296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -929296.312500 Penalty: 3175.161621
	Iteration 102Q: 3 clusters Score -929296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -929297.125000 Penalty: 3175.161621
	Iteration 103Q: 3 clusters Score -929297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -929296.125000 Penalty: 3175.161621
	Iteration 104Q: 3 clusters Score -929296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -929296.062500 Penalty: 3175.161621
	Iteration 105Q: 3 clusters Score -929296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -929296.000000 Penalty: 3175.161621
	Iteration 106Q: 3 clusters Score -929296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -929297.625000 Penalty: 3175.161621
	Iteration 107Q: 3 clusters Score -929297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -929298.562500 Penalty: 3175.161621
	Iteration 108Q: 3 clusters Score -929298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -929298.750000 Penalty: 3175.161621
	Iteration 109Q: 3 clusters Score -929298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -929299.375000 Penalty: 3175.161621
	Iteration 110Q: 3 clusters Score -929299.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -929301.187500 Penalty: 3175.161621
	Iteration 111Q: 3 clusters Score -929301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -929301.187500 Penalty: 3175.161621
	Iteration 112Q: 3 clusters Score -929301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -929299.625000 Penalty: 3175.161621
	Iteration 113Q: 3 clusters Score -929299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -929298.687500 Penalty: 3175.161621
	Iteration 114Q: 3 clusters Score -929298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -929299.750000 Penalty: 3175.161621
	Iteration 115Q: 3 clusters Score -929299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -929302.187500 Penalty: 3175.161621
	Iteration 116Q: 3 clusters Score -929302.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -929304.187500 Penalty: 3175.161621
	Iteration 117Q: 3 clusters Score -929304.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -929302.812500 Penalty: 3175.161621
	Iteration 118Q: 3 clusters Score -929302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -929306.062500 Penalty: 3175.161621
	Iteration 119Q: 3 clusters Score -929306.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -929308.437500 Penalty: 3175.161621
	Iteration 120F: 3 clusters Score -929308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -929310.812500 Penalty: 3175.161621
	Iteration 121Q: 3 clusters Score -929310.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -929307.312500 Penalty: 3175.161621
	Iteration 122Q: 3 clusters Score -929307.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -929310.500000 Penalty: 3175.161621
	Iteration 123Q: 3 clusters Score -929310.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -929314.312500 Penalty: 3175.161621
	Iteration 124Q: 3 clusters Score -929314.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -929315.687500 Penalty: 3175.161621
	Iteration 125Q: 3 clusters Score -929315.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -929318.187500 Penalty: 3175.161621
	Iteration 126Q: 3 clusters Score -929318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -929321.812500 Penalty: 3175.161621
	Iteration 127Q: 3 clusters Score -929321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -929323.562500 Penalty: 3175.161621
	Iteration 128Q: 3 clusters Score -929323.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -929325.437500 Penalty: 3175.161621
	Iteration 129Q: 3 clusters Score -929325.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -929325.375000 Penalty: 3175.161621
	Iteration 130Q: 3 clusters Score -929325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -929327.375000 Penalty: 3175.161621
	Iteration 131Q: 3 clusters Score -929327.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -929331.750000 Penalty: 3175.161621
	Iteration 132Q: 3 clusters Score -929331.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -929333.562500 Penalty: 3175.161621
	Iteration 133Q: 3 clusters Score -929333.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -929336.625000 Penalty: 3175.161621
	Iteration 134Q: 3 clusters Score -929336.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -929341.375000 Penalty: 3175.161621
	Iteration 135Q: 3 clusters Score -929341.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -929343.687500 Penalty: 3175.161621
	Iteration 136Q: 3 clusters Score -929343.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -929344.062500 Penalty: 3175.161621
	Iteration 137Q: 3 clusters Score -929344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -929348.437500 Penalty: 3175.161621
	Iteration 138Q: 3 clusters Score -929348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -929350.437500 Penalty: 3175.161621
	Iteration 139Q: 3 clusters Score -929350.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -929353.812500 Penalty: 3175.161621
	Iteration 140F: 3 clusters Score -929353.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -929359.562500 Penalty: 3175.161621
	Iteration 141Q: 3 clusters Score -929359.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -929366.062500 Penalty: 3175.161621
	Iteration 142Q: 3 clusters Score -929366.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -929366.687500 Penalty: 3175.161621
	Iteration 143Q: 3 clusters Score -929366.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -929373.312500 Penalty: 3175.161621
	Iteration 144Q: 3 clusters Score -929373.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -929377.937500 Penalty: 3175.161621
	Iteration 145Q: 3 clusters Score -929377.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -929380.500000 Penalty: 3175.161621
	Iteration 146Q: 3 clusters Score -929380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -929390.250000 Penalty: 3175.161621
	Iteration 147Q: 3 clusters Score -929390.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -929393.687500 Penalty: 3175.161621
	Iteration 148Q: 3 clusters Score -929393.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -929404.687500 Penalty: 3175.161621
	Iteration 149Q: 3 clusters Score -929404.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -929411.062500 Penalty: 3175.161621
	Iteration 150Q: 3 clusters Score -929411.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -929417.125000 Penalty: 3175.161621
	Iteration 151Q: 3 clusters Score -929417.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -929425.125000 Penalty: 3175.161621
	Iteration 152Q: 3 clusters Score -929425.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -929432.187500 Penalty: 3175.161621
	Iteration 153Q: 3 clusters Score -929432.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -929439.750000 Penalty: 3175.161621
	Iteration 154Q: 3 clusters Score -929439.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -929451.250000 Penalty: 3175.161621
	Iteration 155Q: 3 clusters Score -929451.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -929459.000000 Penalty: 3175.161621
	Iteration 156Q: 3 clusters Score -929459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -929465.687500 Penalty: 3175.161621
	Iteration 157Q: 3 clusters Score -929465.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -929470.625000 Penalty: 3175.161621
	Iteration 158Q: 3 clusters Score -929470.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -929479.187500 Penalty: 3175.161621
	Iteration 159Q: 3 clusters Score -929479.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -929481.000000 Penalty: 3175.161621
	Iteration 160F: 3 clusters Score -929481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -929486.125000 Penalty: 3175.161621
	Iteration 161Q: 3 clusters Score -929486.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -929498.625000 Penalty: 3175.161621
	Iteration 162Q: 3 clusters Score -929498.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -929504.437500 Penalty: 3175.161621
	Iteration 163Q: 3 clusters Score -929504.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -929516.375000 Penalty: 3175.161621
	Iteration 164Q: 3 clusters Score -929516.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -929525.125000 Penalty: 3175.161621
	Iteration 165Q: 3 clusters Score -929525.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -929532.562500 Penalty: 3175.161621
	Iteration 166Q: 3 clusters Score -929532.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -929540.500000 Penalty: 3175.161621
	Iteration 167Q: 3 clusters Score -929540.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -929546.062500 Penalty: 3175.161621
	Iteration 168Q: 3 clusters Score -929546.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -929553.375000 Penalty: 3175.161621
	Iteration 169Q: 3 clusters Score -929553.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -929559.750000 Penalty: 3175.161621
	Iteration 170Q: 3 clusters Score -929559.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -929568.312500 Penalty: 3175.161621
	Iteration 171Q: 3 clusters Score -929568.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -929575.062500 Penalty: 3175.161621
	Iteration 172Q: 3 clusters Score -929575.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -929589.250000 Penalty: 3175.161621
	Iteration 173Q: 3 clusters Score -929589.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -929602.500000 Penalty: 3175.161621
	Iteration 174Q: 3 clusters Score -929602.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -929617.312500 Penalty: 3175.161621
	Iteration 175Q: 3 clusters Score -929617.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -929635.125000 Penalty: 3175.161621
	Iteration 176Q: 3 clusters Score -929635.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -929656.187500 Penalty: 3175.161621
	Iteration 177Q: 3 clusters Score -929656.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -929671.437500 Penalty: 3175.161621
	Iteration 178Q: 3 clusters Score -929671.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -929695.187500 Penalty: 3175.161621
	Iteration 179Q: 3 clusters Score -929695.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -929716.125000 Penalty: 3175.161621
	Iteration 180F: 3 clusters Score -929716.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -929738.562500 Penalty: 3175.161621
	Iteration 181Q: 3 clusters Score -929738.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -929764.375000 Penalty: 3175.161621
	Iteration 182Q: 3 clusters Score -929764.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -929785.562500 Penalty: 3175.161621
	Iteration 183Q: 3 clusters Score -929785.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -929814.375000 Penalty: 3175.161621
	Iteration 184Q: 3 clusters Score -929814.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -929847.250000 Penalty: 3175.161621
	Iteration 185Q: 3 clusters Score -929847.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -929879.500000 Penalty: 3175.161621
	Iteration 186Q: 3 clusters Score -929879.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -929917.437500 Penalty: 3175.161621
	Iteration 187Q: 3 clusters Score -929917.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -929950.875000 Penalty: 3175.161621
	Iteration 188Q: 3 clusters Score -929950.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -929974.000000 Penalty: 3175.161621
	Iteration 189Q: 3 clusters Score -929974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -930000.687500 Penalty: 3175.161621
	Iteration 190Q: 3 clusters Score -930000.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -930027.000000 Penalty: 3175.161621
	Iteration 191Q: 3 clusters Score -930027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -930047.687500 Penalty: 3175.161621
	Iteration 192Q: 3 clusters Score -930047.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -930069.437500 Penalty: 3175.161621
	Iteration 193Q: 3 clusters Score -930069.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -930087.375000 Penalty: 3175.161621
	Iteration 194Q: 3 clusters Score -930087.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -930105.187500 Penalty: 3175.161621
	Iteration 195Q: 3 clusters Score -930105.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -930120.750000 Penalty: 3175.161621
	Iteration 196Q: 3 clusters Score -930120.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -930143.687500 Penalty: 3175.161621
	Iteration 197Q: 3 clusters Score -930143.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -930159.375000 Penalty: 3175.161621
	Iteration 198Q: 3 clusters Score -930159.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -930179.312500 Penalty: 3175.161621
	Iteration 199Q: 3 clusters Score -930179.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -930199.937500 Penalty: 3175.161621
	Iteration 200F: 3 clusters Score -930199.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -930212.875000 Penalty: 3175.161621
	Iteration 201Q: 3 clusters Score -930212.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -930227.375000 Penalty: 3175.161621
	Iteration 202Q: 3 clusters Score -930227.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -930238.625000 Penalty: 3175.161621
	Iteration 203Q: 3 clusters Score -930238.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -930257.875000 Penalty: 3175.161621
	Iteration 204Q: 3 clusters Score -930257.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -930271.562500 Penalty: 3175.161621
	Iteration 205Q: 3 clusters Score -930271.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -930286.625000 Penalty: 3175.161621
	Iteration 206Q: 3 clusters Score -930286.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -930300.250000 Penalty: 3175.161621
	Iteration 207Q: 3 clusters Score -930300.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -930309.250000 Penalty: 3175.161621
	Iteration 208Q: 3 clusters Score -930309.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -930322.500000 Penalty: 3175.161621
	Iteration 209Q: 3 clusters Score -930322.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -930329.312500 Penalty: 3175.161621
	Iteration 210Q: 3 clusters Score -930329.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -930336.250000 Penalty: 3175.161621
	Iteration 211Q: 3 clusters Score -930336.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -930344.250000 Penalty: 3175.161621
	Iteration 212Q: 3 clusters Score -930344.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -930348.187500 Penalty: 3175.161621
	Iteration 213Q: 3 clusters Score -930348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -930348.312500 Penalty: 3175.161621
	Iteration 214Q: 3 clusters Score -930348.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -930352.187500 Penalty: 3175.161621
	Iteration 215Q: 3 clusters Score -930352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -930355.812500 Penalty: 3175.161621
	Iteration 216Q: 3 clusters Score -930355.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -930360.000000 Penalty: 3175.161621
	Iteration 217Q: 3 clusters Score -930360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -930364.562500 Penalty: 3175.161621
	Iteration 218Q: 3 clusters Score -930364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -930371.375000 Penalty: 3175.161621
	Iteration 219Q: 3 clusters Score -930371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -930372.500000 Penalty: 3175.161621
	Iteration 220F: 3 clusters Score -930372.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -930379.875000 Penalty: 3175.161621
	Iteration 221Q: 3 clusters Score -930379.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -930382.312500 Penalty: 3175.161621
	Iteration 222Q: 3 clusters Score -930382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -930386.875000 Penalty: 3175.161621
	Iteration 223Q: 3 clusters Score -930386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -930388.812500 Penalty: 3175.161621
	Iteration 224Q: 3 clusters Score -930388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -930389.375000 Penalty: 3175.161621
	Iteration 225Q: 3 clusters Score -930389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -930391.312500 Penalty: 3175.161621
	Iteration 226Q: 3 clusters Score -930391.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -930391.437500 Penalty: 3175.161621
	Iteration 227Q: 3 clusters Score -930391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -930393.687500 Penalty: 3175.161621
	Iteration 228Q: 3 clusters Score -930393.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -930396.000000 Penalty: 3175.161621
	Iteration 229Q: 3 clusters Score -930396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -930398.125000 Penalty: 3175.161621
	Iteration 230Q: 3 clusters Score -930398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -930399.250000 Penalty: 3175.161621
	Iteration 231Q: 3 clusters Score -930399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -930398.187500 Penalty: 3175.161621
	Iteration 232Q: 3 clusters Score -930398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -930398.187500 Penalty: 3175.161621
	Iteration 233F: 3 clusters Score -930398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -298219.843750 Penalty: 1416.250610
	Iteration 0F: 2 clusters Score -298219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -293536.468750 Penalty: 2832.501221
	Iteration 0F: 3 clusters Score -293536.5 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -294880.625000 Penalty: 2832.501221
	Iteration 1F: 3 clusters Score -294880.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -295080.781250 Penalty: 2832.501221
	Iteration 2F: 3 clusters Score -295080.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -295307.875000 Penalty: 2832.501221
	Iteration 3Q: 3 clusters Score -295307.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -295600.312500 Penalty: 2832.501221
	Iteration 4Q: 3 clusters Score -295600.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -295888.468750 Penalty: 2832.501221
	Iteration 5F: 3 clusters Score -295888.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -296161.250000 Penalty: 2832.501221
	Iteration 6F: 3 clusters Score -296161.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -296392.437500 Penalty: 2832.501221
	Iteration 7F: 3 clusters Score -296392.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -296619.093750 Penalty: 2832.501221
	Iteration 8F: 3 clusters Score -296619.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -296814.906250 Penalty: 2832.501221
	Iteration 9F: 3 clusters Score -296814.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -296978.281250 Penalty: 2832.501221
	Iteration 10Q: 3 clusters Score -296978.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -297119.781250 Penalty: 2832.501221
	Iteration 11Q: 3 clusters Score -297119.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -297209.875000 Penalty: 2832.501221
	Iteration 12Q: 3 clusters Score -297209.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -297253.187500 Penalty: 2832.501221
	Iteration 13Q: 3 clusters Score -297253.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -297289.937500 Penalty: 2832.501221
	Iteration 14Q: 3 clusters Score -297289.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -297330.093750 Penalty: 2832.501221
	Iteration 15Q: 3 clusters Score -297330.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -297353.000000 Penalty: 2832.501221
	Iteration 16Q: 3 clusters Score -297353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -297367.718750 Penalty: 2832.501221
	Iteration 17Q: 3 clusters Score -297367.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -297382.031250 Penalty: 2832.501221
	Iteration 18Q: 3 clusters Score -297382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -297397.312500 Penalty: 2832.501221
	Iteration 19Q: 3 clusters Score -297397.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -297412.375000 Penalty: 2832.501221
	Iteration 20F: 3 clusters Score -297412.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -297427.562500 Penalty: 2832.501221
	Iteration 21Q: 3 clusters Score -297427.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -297440.093750 Penalty: 2832.501221
	Iteration 22Q: 3 clusters Score -297440.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -297451.000000 Penalty: 2832.501221
	Iteration 23Q: 3 clusters Score -297451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -297460.437500 Penalty: 2832.501221
	Iteration 24Q: 3 clusters Score -297460.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -297468.312500 Penalty: 2832.501221
	Iteration 25Q: 3 clusters Score -297468.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -297473.312500 Penalty: 2832.501221
	Iteration 26Q: 3 clusters Score -297473.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297480.500000 Penalty: 2832.501221
	Iteration 27Q: 3 clusters Score -297480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -297484.531250 Penalty: 2832.501221
	Iteration 28Q: 3 clusters Score -297484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -297487.843750 Penalty: 2832.501221
	Iteration 29Q: 3 clusters Score -297487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -297490.843750 Penalty: 2832.501221
	Iteration 30Q: 3 clusters Score -297490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -297492.406250 Penalty: 2832.501221
	Iteration 31Q: 3 clusters Score -297492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -297493.031250 Penalty: 2832.501221
	Iteration 32Q: 3 clusters Score -297493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297494.125000 Penalty: 2832.501221
	Iteration 33Q: 3 clusters Score -297494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -297495.500000 Penalty: 2832.501221
	Iteration 34Q: 3 clusters Score -297495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297497.250000 Penalty: 2832.501221
	Iteration 35Q: 3 clusters Score -297497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -297498.750000 Penalty: 2832.501221
	Iteration 36Q: 3 clusters Score -297498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -297499.468750 Penalty: 2832.501221
	Iteration 37Q: 3 clusters Score -297499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -297500.250000 Penalty: 2832.501221
	Iteration 38Q: 3 clusters Score -297500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -297501.000000 Penalty: 2832.501221
	Iteration 39Q: 3 clusters Score -297501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -297502.562500 Penalty: 2832.501221
	Iteration 40F: 3 clusters Score -297502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -297503.843750 Penalty: 2832.501221
	Iteration 41Q: 3 clusters Score -297503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -297505.093750 Penalty: 2832.501221
	Iteration 42Q: 3 clusters Score -297505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -297506.343750 Penalty: 2832.501221
	Iteration 43Q: 3 clusters Score -297506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297507.187500 Penalty: 2832.501221
	Iteration 44Q: 3 clusters Score -297507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -297508.906250 Penalty: 2832.501221
	Iteration 45Q: 3 clusters Score -297508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -297510.000000 Penalty: 2832.501221
	Iteration 46Q: 3 clusters Score -297510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -297510.718750 Penalty: 2832.501221
	Iteration 47Q: 3 clusters Score -297510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297512.312500 Penalty: 2832.501221
	Iteration 48Q: 3 clusters Score -297512.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -297516.468750 Penalty: 2832.501221
	Iteration 49Q: 3 clusters Score -297516.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -297519.875000 Penalty: 2832.501221
	Iteration 50Q: 3 clusters Score -297519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -297522.718750 Penalty: 2832.501221
	Iteration 51Q: 3 clusters Score -297522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -297525.281250 Penalty: 2832.501221
	Iteration 52Q: 3 clusters Score -297525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297526.000000 Penalty: 2832.501221
	Iteration 53Q: 3 clusters Score -297526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297528.531250 Penalty: 2832.501221
	Iteration 54Q: 3 clusters Score -297528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297530.562500 Penalty: 2832.501221
	Iteration 55Q: 3 clusters Score -297530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297533.250000 Penalty: 2832.501221
	Iteration 56Q: 3 clusters Score -297533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -297534.437500 Penalty: 2832.501221
	Iteration 57Q: 3 clusters Score -297534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297535.500000 Penalty: 2832.501221
	Iteration 58Q: 3 clusters Score -297535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297536.687500 Penalty: 2832.501221
	Iteration 59Q: 3 clusters Score -297536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297537.593750 Penalty: 2832.501221
	Iteration 60F: 3 clusters Score -297537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297540.125000 Penalty: 2832.501221
	Iteration 61Q: 3 clusters Score -297540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297541.375000 Penalty: 2832.501221
	Iteration 62Q: 3 clusters Score -297541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297542.312500 Penalty: 2832.501221
	Iteration 63Q: 3 clusters Score -297542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297542.312500 Penalty: 2832.501221
	Iteration 64Q: 3 clusters Score -297542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297544.343750 Penalty: 2832.501221
	Iteration 65Q: 3 clusters Score -297544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -297545.625000 Penalty: 2832.501221
	Iteration 66Q: 3 clusters Score -297545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -297546.531250 Penalty: 2832.501221
	Iteration 67Q: 3 clusters Score -297546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -297547.343750 Penalty: 2832.501221
	Iteration 68Q: 3 clusters Score -297547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -297548.500000 Penalty: 2832.501221
	Iteration 69Q: 3 clusters Score -297548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -297550.000000 Penalty: 2832.501221
	Iteration 70Q: 3 clusters Score -297550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -297550.937500 Penalty: 2832.501221
	Iteration 71Q: 3 clusters Score -297550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -297551.718750 Penalty: 2832.501221
	Iteration 72Q: 3 clusters Score -297551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -297552.312500 Penalty: 2832.501221
	Iteration 73Q: 3 clusters Score -297552.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -297553.312500 Penalty: 2832.501221
	Iteration 74Q: 3 clusters Score -297553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -297553.781250 Penalty: 2832.501221
	Iteration 75Q: 3 clusters Score -297553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -297553.781250 Penalty: 2832.501221
	Iteration 76F: 3 clusters Score -297553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -212416.640625 Penalty: 1349.520508
	Iteration 0F: 2 clusters Score -212416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -208988.250000 Penalty: 2699.041016
	Iteration 0F: 3 clusters Score -208988.2 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -209818.703125 Penalty: 2699.041016
	Iteration 1F: 3 clusters Score -209818.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -209978.765625 Penalty: 2699.041016
	Iteration 2F: 3 clusters Score -209978.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -210092.890625 Penalty: 2699.041016
	Iteration 3F: 3 clusters Score -210092.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -210169.734375 Penalty: 2699.041016
	Iteration 4Q: 3 clusters Score -210169.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -210218.656250 Penalty: 2699.041016
	Iteration 5Q: 3 clusters Score -210218.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -210258.546875 Penalty: 2699.041016
	Iteration 6Q: 3 clusters Score -210258.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -210291.125000 Penalty: 2699.041016
	Iteration 7Q: 3 clusters Score -210291.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -210328.578125 Penalty: 2699.041016
	Iteration 8Q: 3 clusters Score -210328.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -210366.796875 Penalty: 2699.041016
	Iteration 9Q: 3 clusters Score -210366.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -210402.890625 Penalty: 2699.041016
	Iteration 10Q: 3 clusters Score -210402.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -210440.328125 Penalty: 2699.041016
	Iteration 11Q: 3 clusters Score -210440.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -210477.312500 Penalty: 2699.041016
	Iteration 12Q: 3 clusters Score -210477.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -210513.968750 Penalty: 2699.041016
	Iteration 13Q: 3 clusters Score -210514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -210565.796875 Penalty: 2699.041016
	Iteration 14Q: 3 clusters Score -210565.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -210635.234375 Penalty: 2699.041016
	Iteration 15Q: 3 clusters Score -210635.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -210727.140625 Penalty: 2699.041016
	Iteration 16Q: 3 clusters Score -210727.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210829.406250 Penalty: 2699.041016
	Iteration 17Q: 3 clusters Score -210829.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210915.921875 Penalty: 2699.041016
	Iteration 18Q: 3 clusters Score -210915.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210981.187500 Penalty: 2699.041016
	Iteration 19Q: 3 clusters Score -210981.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211044.343750 Penalty: 2699.041016
	Iteration 20F: 3 clusters Score -211044.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -211101.625000 Penalty: 2699.041016
	Iteration 21Q: 3 clusters Score -211101.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -211150.640625 Penalty: 2699.041016
	Iteration 22Q: 3 clusters Score -211150.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -211181.375000 Penalty: 2699.041016
	Iteration 23Q: 3 clusters Score -211181.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -211212.406250 Penalty: 2699.041016
	Iteration 24Q: 3 clusters Score -211212.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -211244.593750 Penalty: 2699.041016
	Iteration 25Q: 3 clusters Score -211244.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -211270.406250 Penalty: 2699.041016
	Iteration 26Q: 3 clusters Score -211270.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -211284.203125 Penalty: 2699.041016
	Iteration 27Q: 3 clusters Score -211284.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -211299.109375 Penalty: 2699.041016
	Iteration 28Q: 3 clusters Score -211299.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -211307.046875 Penalty: 2699.041016
	Iteration 29Q: 3 clusters Score -211307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -211313.671875 Penalty: 2699.041016
	Iteration 30Q: 3 clusters Score -211313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -211316.421875 Penalty: 2699.041016
	Iteration 31Q: 3 clusters Score -211316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -211317.953125 Penalty: 2699.041016
	Iteration 32Q: 3 clusters Score -211318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -211319.218750 Penalty: 2699.041016
	Iteration 33Q: 3 clusters Score -211319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -211321.250000 Penalty: 2699.041016
	Iteration 34Q: 3 clusters Score -211321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -211321.500000 Penalty: 2699.041016
	Iteration 35Q: 3 clusters Score -211321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -211321.500000 Penalty: 2699.041016
	Iteration 36F: 3 clusters Score -211321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Entering Unmasked Estep 
Score: -672543.312500 Penalty: 1535.865601
	Iteration 0F: 2 clusters Score -672543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -663601.875000 Penalty: 3071.731201
	Iteration 0F: 3 clusters Score -663601.9 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -666633.125000 Penalty: 3071.731201
	Iteration 1F: 3 clusters Score -666633.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -666916.812500 Penalty: 3071.731201
	Iteration 2F: 3 clusters Score -666916.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -667201.500000 Penalty: 3071.731201
	Iteration 3F: 3 clusters Score -667201.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -667493.687500 Penalty: 3071.731201
	Iteration 4Q: 3 clusters Score -667493.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -667812.125000 Penalty: 3071.731201
	Iteration 5Q: 3 clusters Score -667812.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -668192.312500 Penalty: 3071.731201
	Iteration 6F: 3 clusters Score -668192.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -668639.812500 Penalty: 3071.731201
	Iteration 7F: 3 clusters Score -668639.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -669098.625000 Penalty: 3071.731201
	Iteration 8F: 3 clusters Score -669098.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -669632.937500 Penalty: 3071.731201
	Iteration 9Q: 3 clusters Score -669632.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -670119.000000 Penalty: 3071.731201
	Iteration 10Q: 3 clusters Score -670119 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -670537.062500 Penalty: 3071.731201
	Iteration 11Q: 3 clusters Score -670537.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -670841.000000 Penalty: 3071.731201
	Iteration 12Q: 3 clusters Score -670841 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -671029.625000 Penalty: 3071.731201
	Iteration 13Q: 3 clusters Score -671029.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -671147.312500 Penalty: 3071.731201
	Iteration 14Q: 3 clusters Score -671147.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -671206.625000 Penalty: 3071.731201
	Iteration 15Q: 3 clusters Score -671206.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -671255.875000 Penalty: 3071.731201
	Iteration 16Q: 3 clusters Score -671255.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -671298.750000 Penalty: 3071.731201
	Iteration 17Q: 3 clusters Score -671298.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -671337.500000 Penalty: 3071.731201
	Iteration 18Q: 3 clusters Score -671337.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -671368.125000 Penalty: 3071.731201
	Iteration 19Q: 3 clusters Score -671368.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -671389.375000 Penalty: 3071.731201
	Iteration 20F: 3 clusters Score -671389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -671407.062500 Penalty: 3071.731201
	Iteration 21Q: 3 clusters Score -671407.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -671419.625000 Penalty: 3071.731201
	Iteration 22Q: 3 clusters Score -671419.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -671429.562500 Penalty: 3071.731201
	Iteration 23Q: 3 clusters Score -671429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -671438.812500 Penalty: 3071.731201
	Iteration 24Q: 3 clusters Score -671438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -671440.625000 Penalty: 3071.731201
	Iteration 25Q: 3 clusters Score -671440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -671443.000000 Penalty: 3071.731201
	Iteration 26Q: 3 clusters Score -671443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -671445.562500 Penalty: 3071.731201
	Iteration 27Q: 3 clusters Score -671445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -671449.375000 Penalty: 3071.731201
	Iteration 28Q: 3 clusters Score -671449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -671448.875000 Penalty: 3071.731201
	Iteration 29Q: 3 clusters Score -671448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -671448.875000 Penalty: 3071.731201
	Iteration 30F: 3 clusters Score -671448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -248565.406250 Penalty: 1398.137207
	Iteration 0F: 2 clusters Score -248565.4 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 2708 members 
Entering Unmasked Estep 
Score: -244259.453125 Penalty: 2796.274414
	Iteration 0F: 3 clusters Score -244259.5 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -245461.828125 Penalty: 2796.274414
	Iteration 1F: 3 clusters Score -245461.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -245667.921875 Penalty: 2796.274414
	Iteration 2F: 3 clusters Score -245667.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -245799.515625 Penalty: 2796.274414
	Iteration 3F: 3 clusters Score -245799.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -245891.750000 Penalty: 2796.274414
	Iteration 4Q: 3 clusters Score -245891.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -245974.937500 Penalty: 2796.274414
	Iteration 5Q: 3 clusters Score -245974.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -246049.609375 Penalty: 2796.274414
	Iteration 6Q: 3 clusters Score -246049.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -246134.625000 Penalty: 2796.274414
	Iteration 7Q: 3 clusters Score -246134.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -246218.546875 Penalty: 2796.274414
	Iteration 8Q: 3 clusters Score -246218.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -246314.125000 Penalty: 2796.274414
	Iteration 9Q: 3 clusters Score -246314.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -246408.359375 Penalty: 2796.274414
	Iteration 10Q: 3 clusters Score -246408.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -246530.250000 Penalty: 2796.274414
	Iteration 11Q: 3 clusters Score -246530.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -246658.218750 Penalty: 2796.274414
	Iteration 12Q: 3 clusters Score -246658.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -246792.859375 Penalty: 2796.274414
	Iteration 13Q: 3 clusters Score -246792.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -246959.671875 Penalty: 2796.274414
	Iteration 14Q: 3 clusters Score -246959.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -247106.578125 Penalty: 2796.274414
	Iteration 15Q: 3 clusters Score -247106.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -247228.500000 Penalty: 2796.274414
	Iteration 16Q: 3 clusters Score -247228.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -247328.515625 Penalty: 2796.274414
	Iteration 17Q: 3 clusters Score -247328.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -247396.640625 Penalty: 2796.274414
	Iteration 18Q: 3 clusters Score -247396.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -247443.265625 Penalty: 2796.274414
	Iteration 19Q: 3 clusters Score -247443.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -247478.328125 Penalty: 2796.274414
	Iteration 20F: 3 clusters Score -247478.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -247503.515625 Penalty: 2796.274414
	Iteration 21Q: 3 clusters Score -247503.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -247526.343750 Penalty: 2796.274414
	Iteration 22Q: 3 clusters Score -247526.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -247543.203125 Penalty: 2796.274414
	Iteration 23Q: 3 clusters Score -247543.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -247555.562500 Penalty: 2796.274414
	Iteration 24Q: 3 clusters Score -247555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -247564.265625 Penalty: 2796.274414
	Iteration 25Q: 3 clusters Score -247564.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -247569.625000 Penalty: 2796.274414
	Iteration 26Q: 3 clusters Score -247569.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -247573.718750 Penalty: 2796.274414
	Iteration 27Q: 3 clusters Score -247573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -247574.984375 Penalty: 2796.274414
	Iteration 28Q: 3 clusters Score -247575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -247575.937500 Penalty: 2796.274414
	Iteration 29Q: 3 clusters Score -247575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -247577.546875 Penalty: 2796.274414
	Iteration 30Q: 3 clusters Score -247577.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -247579.343750 Penalty: 2796.274414
	Iteration 31Q: 3 clusters Score -247579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -247580.578125 Penalty: 2796.274414
	Iteration 32Q: 3 clusters Score -247580.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -247582.781250 Penalty: 2796.274414
	Iteration 33Q: 3 clusters Score -247582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -247583.406250 Penalty: 2796.274414
	Iteration 34Q: 3 clusters Score -247583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -247584.515625 Penalty: 2796.274414
	Iteration 35Q: 3 clusters Score -247584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -247586.421875 Penalty: 2796.274414
	Iteration 36Q: 3 clusters Score -247586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -247587.234375 Penalty: 2796.274414
	Iteration 37Q: 3 clusters Score -247587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -247588.859375 Penalty: 2796.274414
	Iteration 38Q: 3 clusters Score -247588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -247589.343750 Penalty: 2796.274414
	Iteration 39Q: 3 clusters Score -247589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -247590.437500 Penalty: 2796.274414
	Iteration 40F: 3 clusters Score -247590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -247590.843750 Penalty: 2796.274414
	Iteration 41Q: 3 clusters Score -247590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -247592.218750 Penalty: 2796.274414
	Iteration 42Q: 3 clusters Score -247592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -247592.281250 Penalty: 2796.274414
	Iteration 43Q: 3 clusters Score -247592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -247593.843750 Penalty: 2796.274414
	Iteration 44Q: 3 clusters Score -247593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -247595.421875 Penalty: 2796.274414
	Iteration 45Q: 3 clusters Score -247595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -247598.171875 Penalty: 2796.274414
	Iteration 46Q: 3 clusters Score -247598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -247599.609375 Penalty: 2796.274414
	Iteration 47Q: 3 clusters Score -247599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -247601.937500 Penalty: 2796.274414
	Iteration 48Q: 3 clusters Score -247601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -247602.968750 Penalty: 2796.274414
	Iteration 49Q: 3 clusters Score -247603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -247603.484375 Penalty: 2796.274414
	Iteration 50Q: 3 clusters Score -247603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -247603.812500 Penalty: 2796.274414
	Iteration 51Q: 3 clusters Score -247603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -247604.109375 Penalty: 2796.274414
	Iteration 52Q: 3 clusters Score -247604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -247604.109375 Penalty: 2796.274414
	Iteration 53F: 3 clusters Score -247604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -428780.250000 Penalty: 1462.838867
	Iteration 0F: 2 clusters Score -428780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -422826.187500 Penalty: 2925.677734
	Iteration 0F: 3 clusters Score -422826.2 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -424648.187500 Penalty: 2925.677734
	Iteration 1F: 3 clusters Score -424648.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -424858.437500 Penalty: 2925.677734
	Iteration 2F: 3 clusters Score -424858.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -425030.656250 Penalty: 2925.677734
	Iteration 3Q: 3 clusters Score -425030.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -425158.781250 Penalty: 2925.677734
	Iteration 4Q: 3 clusters Score -425158.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -425272.468750 Penalty: 2925.677734
	Iteration 5Q: 3 clusters Score -425272.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -425380.937500 Penalty: 2925.677734
	Iteration 6Q: 3 clusters Score -425380.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -425480.375000 Penalty: 2925.677734
	Iteration 7Q: 3 clusters Score -425480.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -425580.562500 Penalty: 2925.677734
	Iteration 8Q: 3 clusters Score -425580.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -425695.750000 Penalty: 2925.677734
	Iteration 9Q: 3 clusters Score -425695.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -425828.468750 Penalty: 2925.677734
	Iteration 10Q: 3 clusters Score -425828.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -425982.281250 Penalty: 2925.677734
	Iteration 11Q: 3 clusters Score -425982.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -426169.937500 Penalty: 2925.677734
	Iteration 12Q: 3 clusters Score -426169.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -426370.656250 Penalty: 2925.677734
	Iteration 13Q: 3 clusters Score -426370.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -426589.281250 Penalty: 2925.677734
	Iteration 14Q: 3 clusters Score -426589.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -426800.781250 Penalty: 2925.677734
	Iteration 15Q: 3 clusters Score -426800.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -426998.625000 Penalty: 2925.677734
	Iteration 16Q: 3 clusters Score -426998.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -427167.406250 Penalty: 2925.677734
	Iteration 17Q: 3 clusters Score -427167.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -427267.593750 Penalty: 2925.677734
	Iteration 18Q: 3 clusters Score -427267.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -427334.718750 Penalty: 2925.677734
	Iteration 19Q: 3 clusters Score -427334.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -427380.062500 Penalty: 2925.677734
	Iteration 20F: 3 clusters Score -427380.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -427407.031250 Penalty: 2925.677734
	Iteration 21Q: 3 clusters Score -427407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -427426.437500 Penalty: 2925.677734
	Iteration 22Q: 3 clusters Score -427426.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -427442.531250 Penalty: 2925.677734
	Iteration 23Q: 3 clusters Score -427442.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -427457.468750 Penalty: 2925.677734
	Iteration 24Q: 3 clusters Score -427457.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -427470.968750 Penalty: 2925.677734
	Iteration 25Q: 3 clusters Score -427471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -427479.343750 Penalty: 2925.677734
	Iteration 26Q: 3 clusters Score -427479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -427488.093750 Penalty: 2925.677734
	Iteration 27Q: 3 clusters Score -427488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -427496.750000 Penalty: 2925.677734
	Iteration 28Q: 3 clusters Score -427496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -427510.531250 Penalty: 2925.677734
	Iteration 29Q: 3 clusters Score -427510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -427520.093750 Penalty: 2925.677734
	Iteration 30Q: 3 clusters Score -427520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -427524.343750 Penalty: 2925.677734
	Iteration 31Q: 3 clusters Score -427524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -427525.031250 Penalty: 2925.677734
	Iteration 32Q: 3 clusters Score -427525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -427526.375000 Penalty: 2925.677734
	Iteration 33Q: 3 clusters Score -427526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -427527.375000 Penalty: 2925.677734
	Iteration 34Q: 3 clusters Score -427527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -427528.656250 Penalty: 2925.677734
	Iteration 35Q: 3 clusters Score -427528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -427528.656250 Penalty: 2925.677734
	Iteration 36F: 3 clusters Score -427528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -615016.000000 Penalty: 1524.674316
	Iteration 0F: 2 clusters Score -615016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -606592.875000 Penalty: 3049.348633
	Iteration 0F: 3 clusters Score -606592.9 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -609434.187500 Penalty: 3049.348633
	Iteration 1F: 3 clusters Score -609434.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -609700.312500 Penalty: 3049.348633
	Iteration 2F: 3 clusters Score -609700.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -609921.250000 Penalty: 3049.348633
	Iteration 3Q: 3 clusters Score -609921.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -610102.687500 Penalty: 3049.348633
	Iteration 4Q: 3 clusters Score -610102.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -610292.375000 Penalty: 3049.348633
	Iteration 5Q: 3 clusters Score -610292.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -610495.625000 Penalty: 3049.348633
	Iteration 6Q: 3 clusters Score -610495.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -610723.187500 Penalty: 3049.348633
	Iteration 7Q: 3 clusters Score -610723.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -611017.687500 Penalty: 3049.348633
	Iteration 8Q: 3 clusters Score -611017.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -611406.625000 Penalty: 3049.348633
	Iteration 9Q: 3 clusters Score -611406.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -611849.500000 Penalty: 3049.348633
	Iteration 10F: 3 clusters Score -611849.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -612292.312500 Penalty: 3049.348633
	Iteration 11Q: 3 clusters Score -612292.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -612673.312500 Penalty: 3049.348633
	Iteration 12Q: 3 clusters Score -612673.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -612944.812500 Penalty: 3049.348633
	Iteration 13Q: 3 clusters Score -612944.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -613148.125000 Penalty: 3049.348633
	Iteration 14Q: 3 clusters Score -613148.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -613286.062500 Penalty: 3049.348633
	Iteration 15Q: 3 clusters Score -613286.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -613406.187500 Penalty: 3049.348633
	Iteration 16Q: 3 clusters Score -613406.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -613498.000000 Penalty: 3049.348633
	Iteration 17Q: 3 clusters Score -613498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -613560.500000 Penalty: 3049.348633
	Iteration 18Q: 3 clusters Score -613560.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -613611.062500 Penalty: 3049.348633
	Iteration 19Q: 3 clusters Score -613611.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -613638.937500 Penalty: 3049.348633
	Iteration 20F: 3 clusters Score -613638.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -613651.687500 Penalty: 3049.348633
	Iteration 21Q: 3 clusters Score -613651.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -613658.625000 Penalty: 3049.348633
	Iteration 22Q: 3 clusters Score -613658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -613667.812500 Penalty: 3049.348633
	Iteration 23Q: 3 clusters Score -613667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -613673.937500 Penalty: 3049.348633
	Iteration 24Q: 3 clusters Score -613673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -613675.000000 Penalty: 3049.348633
	Iteration 25Q: 3 clusters Score -613675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -613676.125000 Penalty: 3049.348633
	Iteration 26Q: 3 clusters Score -613676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -613678.062500 Penalty: 3049.348633
	Iteration 27Q: 3 clusters Score -613678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -613680.562500 Penalty: 3049.348633
	Iteration 28Q: 3 clusters Score -613680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -613685.500000 Penalty: 3049.348633
	Iteration 29Q: 3 clusters Score -613685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -613685.500000 Penalty: 3049.348633
	Iteration 30Q: 3 clusters Score -613685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -613687.500000 Penalty: 3049.348633
	Iteration 31Q: 3 clusters Score -613687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -613688.125000 Penalty: 3049.348633
	Iteration 32Q: 3 clusters Score -613688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -613688.125000 Penalty: 3049.348633
	Iteration 33F: 3 clusters Score -613688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (204300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204300 members 
Entering Unmasked Estep 
Score: -10660753.000000 Penalty: 1986.943481
	Iteration 0F: 2 clusters Score -1.066075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -10523413.000000 Penalty: 3973.886963
	Iteration 0F: 3 clusters Score -1.052341e+07 nChanged 99085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -10581941.000000 Penalty: 3973.886963
	Iteration 1F: 3 clusters Score -1.058194e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111903 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -10583708.000000 Penalty: 3973.886963
	Iteration 2Q: 3 clusters Score -1.058371e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -10586617.000000 Penalty: 3973.886963
	Iteration 3Q: 3 clusters Score -1.058662e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -10591590.000000 Penalty: 3973.886963
	Iteration 4F: 3 clusters Score -1.059159e+07 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -10600465.000000 Penalty: 3973.886963
	Iteration 5F: 3 clusters Score -1.060046e+07 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -10613721.000000 Penalty: 3973.886963
	Iteration 6F: 3 clusters Score -1.061372e+07 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -10629445.000000 Penalty: 3973.886963
	Iteration 7F: 3 clusters Score -1.062944e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187316 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -10643005.000000 Penalty: 3973.886963
	Iteration 8F: 3 clusters Score -1.0643e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196512 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -10651797.000000 Penalty: 3973.886963
	Iteration 9Q: 3 clusters Score -1.06518e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201251 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10656191.000000 Penalty: 3973.886963
	Iteration 10Q: 3 clusters Score -1.065619e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203177 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10657958.000000 Penalty: 3973.886963
	Iteration 11Q: 3 clusters Score -1.065796e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203812 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10658558.000000 Penalty: 3973.886963
	Iteration 12Q: 3 clusters Score -1.065856e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204011 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10658783.000000 Penalty: 3973.886963
	Iteration 13Q: 3 clusters Score -1.065878e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204076 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10658877.000000 Penalty: 3973.886963
	Iteration 14Q: 3 clusters Score -1.065888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204101 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10658915.000000 Penalty: 3973.886963
	Iteration 15Q: 3 clusters Score -1.065892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10658954.000000 Penalty: 3973.886963
	Iteration 16Q: 3 clusters Score -1.065895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10658969.000000 Penalty: 3973.886963
	Iteration 17Q: 3 clusters Score -1.065897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10658968.000000 Penalty: 3973.886963
	Iteration 18Q: 3 clusters Score -1.065897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10658970.000000 Penalty: 3973.886963
	Iteration 19Q: 3 clusters Score -1.065897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10658975.000000 Penalty: 3973.886963
	Iteration 20F: 3 clusters Score -1.065898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10658982.000000 Penalty: 3973.886963
	Iteration 21Q: 3 clusters Score -1.065898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10658974.000000 Penalty: 3973.886963
	Iteration 22Q: 3 clusters Score -1.065897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10658977.000000 Penalty: 3973.886963
	Iteration 23Q: 3 clusters Score -1.065898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204120 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10658982.000000 Penalty: 3973.886963
	Iteration 24Q: 3 clusters Score -1.065898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10658982.000000 Penalty: 3973.886963
	Iteration 25Q: 3 clusters Score -1.065898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10658984.000000 Penalty: 3973.886963
	Iteration 26Q: 3 clusters Score -1.065898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10658989.000000 Penalty: 3973.886963
	Iteration 27Q: 3 clusters Score -1.065899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10658998.000000 Penalty: 3973.886963
	Iteration 28Q: 3 clusters Score -1.0659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10658998.000000 Penalty: 3973.886963
	Iteration 29F: 3 clusters Score -1.0659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Entering Unmasked Estep 
Score: -820585.562500 Penalty: 1567.182251
	Iteration 0F: 2 clusters Score -820585.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -809991.250000 Penalty: 3134.364502
	Iteration 0F: 3 clusters Score -809991.2 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -813649.312500 Penalty: 3134.364502
	Iteration 1F: 3 clusters Score -813649.3 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -814010.312500 Penalty: 3134.364502
	Iteration 2F: 3 clusters Score -814010.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -814335.250000 Penalty: 3134.364502
	Iteration 3Q: 3 clusters Score -814335.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -814648.812500 Penalty: 3134.364502
	Iteration 4Q: 3 clusters Score -814648.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -814950.312500 Penalty: 3134.364502
	Iteration 5Q: 3 clusters Score -814950.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -815276.312500 Penalty: 3134.364502
	Iteration 6Q: 3 clusters Score -815276.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -815625.375000 Penalty: 3134.364502
	Iteration 7Q: 3 clusters Score -815625.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -816014.875000 Penalty: 3134.364502
	Iteration 8Q: 3 clusters Score -816014.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -816442.437500 Penalty: 3134.364502
	Iteration 9Q: 3 clusters Score -816442.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -816916.375000 Penalty: 3134.364502
	Iteration 10Q: 3 clusters Score -816916.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -817384.125000 Penalty: 3134.364502
	Iteration 11Q: 3 clusters Score -817384.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -817811.750000 Penalty: 3134.364502
	Iteration 12Q: 3 clusters Score -817811.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -818167.687500 Penalty: 3134.364502
	Iteration 13Q: 3 clusters Score -818167.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -818401.687500 Penalty: 3134.364502
	Iteration 14Q: 3 clusters Score -818401.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -818564.062500 Penalty: 3134.364502
	Iteration 15Q: 3 clusters Score -818564.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -818670.562500 Penalty: 3134.364502
	Iteration 16Q: 3 clusters Score -818670.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -818757.750000 Penalty: 3134.364502
	Iteration 17Q: 3 clusters Score -818757.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -818842.750000 Penalty: 3134.364502
	Iteration 18Q: 3 clusters Score -818842.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -818911.375000 Penalty: 3134.364502
	Iteration 19Q: 3 clusters Score -818911.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -818967.500000 Penalty: 3134.364502
	Iteration 20F: 3 clusters Score -818967.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -819012.187500 Penalty: 3134.364502
	Iteration 21Q: 3 clusters Score -819012.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -819050.375000 Penalty: 3134.364502
	Iteration 22Q: 3 clusters Score -819050.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -819077.187500 Penalty: 3134.364502
	Iteration 23Q: 3 clusters Score -819077.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -819101.437500 Penalty: 3134.364502
	Iteration 24Q: 3 clusters Score -819101.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -819123.250000 Penalty: 3134.364502
	Iteration 25Q: 3 clusters Score -819123.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -819139.625000 Penalty: 3134.364502
	Iteration 26Q: 3 clusters Score -819139.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -819151.750000 Penalty: 3134.364502
	Iteration 27Q: 3 clusters Score -819151.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -819165.562500 Penalty: 3134.364502
	Iteration 28Q: 3 clusters Score -819165.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -819181.375000 Penalty: 3134.364502
	Iteration 29Q: 3 clusters Score -819181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -819187.687500 Penalty: 3134.364502
	Iteration 30Q: 3 clusters Score -819187.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -819200.812500 Penalty: 3134.364502
	Iteration 31Q: 3 clusters Score -819200.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -819205.250000 Penalty: 3134.364502
	Iteration 32Q: 3 clusters Score -819205.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -819208.187500 Penalty: 3134.364502
	Iteration 33Q: 3 clusters Score -819208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -819210.812500 Penalty: 3134.364502
	Iteration 34Q: 3 clusters Score -819210.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -819213.687500 Penalty: 3134.364502
	Iteration 35Q: 3 clusters Score -819213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -819219.875000 Penalty: 3134.364502
	Iteration 36Q: 3 clusters Score -819219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -819218.125000 Penalty: 3134.364502
	Iteration 37Q: 3 clusters Score -819218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -819220.875000 Penalty: 3134.364502
	Iteration 38Q: 3 clusters Score -819220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -819222.125000 Penalty: 3134.364502
	Iteration 39Q: 3 clusters Score -819222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -819221.625000 Penalty: 3134.364502
	Iteration 40F: 3 clusters Score -819221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -819223.375000 Penalty: 3134.364502
	Iteration 41Q: 3 clusters Score -819223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -819223.375000 Penalty: 3134.364502
	Iteration 42F: 3 clusters Score -819223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Entering Unmasked Estep 
Score: -3422509.500000 Penalty: 1802.776733
	Iteration 0F: 2 clusters Score -3422510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3378544.750000 Penalty: 3605.553467
	Iteration 0F: 3 clusters Score -3378545 nChanged 30970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -3396190.750000 Penalty: 3605.553467
	Iteration 1F: 3 clusters Score -3396191 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3396656.250000 Penalty: 3605.553467
	Iteration 2Q: 3 clusters Score -3396656 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3397154.500000 Penalty: 3605.553467
	Iteration 3Q: 3 clusters Score -3397154 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -3397799.250000 Penalty: 3605.553467
	Iteration 4Q: 3 clusters Score -3397799 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -3398766.750000 Penalty: 3605.553467
	Iteration 5Q: 3 clusters Score -3398767 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -3400477.750000 Penalty: 3605.553467
	Iteration 6F: 3 clusters Score -3400478 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -3403364.000000 Penalty: 3605.553467
	Iteration 7F: 3 clusters Score -3403364 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -3407922.500000 Penalty: 3605.553467
	Iteration 8F: 3 clusters Score -3407922 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -3413501.000000 Penalty: 3605.553467
	Iteration 9F: 3 clusters Score -3413501 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -3417923.000000 Penalty: 3605.553467
	Iteration 10F: 3 clusters Score -3417923 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -3419951.500000 Penalty: 3605.553467
	Iteration 11Q: 3 clusters Score -3419952 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -3420582.250000 Penalty: 3605.553467
	Iteration 12Q: 3 clusters Score -3420582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -3420750.750000 Penalty: 3605.553467
	Iteration 13Q: 3 clusters Score -3420751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -3420820.750000 Penalty: 3605.553467
	Iteration 14Q: 3 clusters Score -3420821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -3420860.000000 Penalty: 3605.553467
	Iteration 15Q: 3 clusters Score -3420860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -3420885.000000 Penalty: 3605.553467
	Iteration 16Q: 3 clusters Score -3420885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -3420898.500000 Penalty: 3605.553467
	Iteration 17Q: 3 clusters Score -3420898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -3420905.000000 Penalty: 3605.553467
	Iteration 18Q: 3 clusters Score -3420905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -3420906.500000 Penalty: 3605.553467
	Iteration 19Q: 3 clusters Score -3420906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -3420911.500000 Penalty: 3605.553467
	Iteration 20F: 3 clusters Score -3420912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -3420912.000000 Penalty: 3605.553467
	Iteration 21Q: 3 clusters Score -3420912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -3420912.000000 Penalty: 3605.553467
	Iteration 22F: 3 clusters Score -3420912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -184759.296875 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -184759.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -181651.187500 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -181651.2 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -182488.937500 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -182488.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -182673.937500 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -182673.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -182801.546875 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -182801.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -182888.125000 Penalty: 2674.504395
	Iteration 4Q: 3 clusters Score -182888.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -182960.390625 Penalty: 2674.504395
	Iteration 5Q: 3 clusters Score -182960.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -183018.531250 Penalty: 2674.504395
	Iteration 6Q: 3 clusters Score -183018.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -183071.828125 Penalty: 2674.504395
	Iteration 7Q: 3 clusters Score -183071.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -183114.515625 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -183114.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -183157.515625 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -183157.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -183200.468750 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -183200.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -183235.531250 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -183235.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -183280.906250 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -183280.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -183335.781250 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -183335.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -183379.734375 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -183379.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -183414.109375 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -183414.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -183442.687500 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -183442.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -183473.593750 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -183473.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183506.515625 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -183506.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183536.718750 Penalty: 2674.504395
	Iteration 19Q: 3 clusters Score -183536.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -183566.781250 Penalty: 2674.504395
	Iteration 20F: 3 clusters Score -183566.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183599.500000 Penalty: 2674.504395
	Iteration 21Q: 3 clusters Score -183599.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183628.171875 Penalty: 2674.504395
	Iteration 22Q: 3 clusters Score -183628.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183655.421875 Penalty: 2674.504395
	Iteration 23Q: 3 clusters Score -183655.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183670.734375 Penalty: 2674.504395
	Iteration 24Q: 3 clusters Score -183670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -183678.906250 Penalty: 2674.504395
	Iteration 25Q: 3 clusters Score -183678.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183686.671875 Penalty: 2674.504395
	Iteration 26Q: 3 clusters Score -183686.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -183695.296875 Penalty: 2674.504395
	Iteration 27Q: 3 clusters Score -183695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -183703.937500 Penalty: 2674.504395
	Iteration 28Q: 3 clusters Score -183703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -183707.703125 Penalty: 2674.504395
	Iteration 29Q: 3 clusters Score -183707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -183708.453125 Penalty: 2674.504395
	Iteration 30Q: 3 clusters Score -183708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183709.343750 Penalty: 2674.504395
	Iteration 31Q: 3 clusters Score -183709.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183709.343750 Penalty: 2674.504395
	Iteration 32F: 3 clusters Score -183709.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Entering Unmasked Estep 
Score: -3505600.500000 Penalty: 1806.099854
	Iteration 0F: 2 clusters Score -3505600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3460639.500000 Penalty: 3612.199707
	Iteration 0F: 3 clusters Score -3460640 nChanged 31709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -3478460.750000 Penalty: 3612.199707
	Iteration 1F: 3 clusters Score -3478461 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -3478963.500000 Penalty: 3612.199707
	Iteration 2Q: 3 clusters Score -3478964 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -3479520.500000 Penalty: 3612.199707
	Iteration 3Q: 3 clusters Score -3479520 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -3480366.000000 Penalty: 3612.199707
	Iteration 4Q: 3 clusters Score -3480366 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -3481697.250000 Penalty: 3612.199707
	Iteration 5Q: 3 clusters Score -3481697 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -3483932.000000 Penalty: 3612.199707
	Iteration 6F: 3 clusters Score -3483932 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -3487653.750000 Penalty: 3612.199707
	Iteration 7F: 3 clusters Score -3487654 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -3492759.750000 Penalty: 3612.199707
	Iteration 8F: 3 clusters Score -3492760 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -3497750.500000 Penalty: 3612.199707
	Iteration 9F: 3 clusters Score -3497750 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -3501051.000000 Penalty: 3612.199707
	Iteration 10F: 3 clusters Score -3501051 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -3502770.500000 Penalty: 3612.199707
	Iteration 11Q: 3 clusters Score -3502770 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -3503520.750000 Penalty: 3612.199707
	Iteration 12Q: 3 clusters Score -3503521 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -3503836.500000 Penalty: 3612.199707
	Iteration 13Q: 3 clusters Score -3503836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -3503987.000000 Penalty: 3612.199707
	Iteration 14Q: 3 clusters Score -3503987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -3504060.000000 Penalty: 3612.199707
	Iteration 15Q: 3 clusters Score -3504060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -3504099.000000 Penalty: 3612.199707
	Iteration 16Q: 3 clusters Score -3504099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -3504127.500000 Penalty: 3612.199707
	Iteration 17Q: 3 clusters Score -3504128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -3504141.250000 Penalty: 3612.199707
	Iteration 18Q: 3 clusters Score -3504141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -3504158.000000 Penalty: 3612.199707
	Iteration 19Q: 3 clusters Score -3504158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -3504164.750000 Penalty: 3612.199707
	Iteration 20F: 3 clusters Score -3504165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -3504173.500000 Penalty: 3612.199707
	Iteration 21Q: 3 clusters Score -3504174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -3504179.500000 Penalty: 3612.199707
	Iteration 22Q: 3 clusters Score -3504180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -3504178.000000 Penalty: 3612.199707
	Iteration 23Q: 3 clusters Score -3504178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -3504183.750000 Penalty: 3612.199707
	Iteration 24Q: 3 clusters Score -3504184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -3504185.250000 Penalty: 3612.199707
	Iteration 25Q: 3 clusters Score -3504185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -3504184.750000 Penalty: 3612.199707
	Iteration 26Q: 3 clusters Score -3504185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -3504190.000000 Penalty: 3612.199707
	Iteration 27Q: 3 clusters Score -3504190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -3504189.750000 Penalty: 3612.199707
	Iteration 28Q: 3 clusters Score -3504190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -3504189.750000 Penalty: 3612.199707
	Iteration 29F: 3 clusters Score -3504190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Entering Unmasked Estep 
Score: -1001894.750000 Penalty: 1599.995117
	Iteration 0F: 2 clusters Score -1001895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -988981.750000 Penalty: 3199.990234
	Iteration 0F: 3 clusters Score -988981.8 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -993648.375000 Penalty: 3199.990234
	Iteration 1F: 3 clusters Score -993648.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -993949.687500 Penalty: 3199.990234
	Iteration 2Q: 3 clusters Score -993949.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -994232.812500 Penalty: 3199.990234
	Iteration 3Q: 3 clusters Score -994232.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -994497.875000 Penalty: 3199.990234
	Iteration 4Q: 3 clusters Score -994497.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -994790.625000 Penalty: 3199.990234
	Iteration 5Q: 3 clusters Score -994790.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -995157.312500 Penalty: 3199.990234
	Iteration 6Q: 3 clusters Score -995157.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -995548.187500 Penalty: 3199.990234
	Iteration 7Q: 3 clusters Score -995548.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -995986.312500 Penalty: 3199.990234
	Iteration 8Q: 3 clusters Score -995986.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -996486.187500 Penalty: 3199.990234
	Iteration 9Q: 3 clusters Score -996486.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -997041.875000 Penalty: 3199.990234
	Iteration 10Q: 3 clusters Score -997041.9 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -997611.125000 Penalty: 3199.990234
	Iteration 11Q: 3 clusters Score -997611.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -998143.562500 Penalty: 3199.990234
	Iteration 12Q: 3 clusters Score -998143.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -998532.625000 Penalty: 3199.990234
	Iteration 13Q: 3 clusters Score -998532.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -998798.875000 Penalty: 3199.990234
	Iteration 14Q: 3 clusters Score -998798.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -998993.312500 Penalty: 3199.990234
	Iteration 15Q: 3 clusters Score -998993.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -999158.125000 Penalty: 3199.990234
	Iteration 16Q: 3 clusters Score -999158.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -999319.437500 Penalty: 3199.990234
	Iteration 17Q: 3 clusters Score -999319.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -999461.437500 Penalty: 3199.990234
	Iteration 18Q: 3 clusters Score -999461.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -999592.937500 Penalty: 3199.990234
	Iteration 19Q: 3 clusters Score -999592.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -999716.937500 Penalty: 3199.990234
	Iteration 20F: 3 clusters Score -999716.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -999814.750000 Penalty: 3199.990234
	Iteration 21Q: 3 clusters Score -999814.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -999896.500000 Penalty: 3199.990234
	Iteration 22Q: 3 clusters Score -999896.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -999970.562500 Penalty: 3199.990234
	Iteration 23Q: 3 clusters Score -999970.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1000027.000000 Penalty: 3199.990234
	Iteration 24Q: 3 clusters Score -1000027 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1000082.500000 Penalty: 3199.990234
	Iteration 25Q: 3 clusters Score -1000082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1000152.000000 Penalty: 3199.990234
	Iteration 26Q: 3 clusters Score -1000152 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1000200.375000 Penalty: 3199.990234
	Iteration 27Q: 3 clusters Score -1000200 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1000247.750000 Penalty: 3199.990234
	Iteration 28Q: 3 clusters Score -1000248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1000284.125000 Penalty: 3199.990234
	Iteration 29Q: 3 clusters Score -1000284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1000313.625000 Penalty: 3199.990234
	Iteration 30Q: 3 clusters Score -1000314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1000334.812500 Penalty: 3199.990234
	Iteration 31Q: 3 clusters Score -1000335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1000352.187500 Penalty: 3199.990234
	Iteration 32Q: 3 clusters Score -1000352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1000363.687500 Penalty: 3199.990234
	Iteration 33Q: 3 clusters Score -1000364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1000372.750000 Penalty: 3199.990234
	Iteration 34Q: 3 clusters Score -1000373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1000385.625000 Penalty: 3199.990234
	Iteration 35Q: 3 clusters Score -1000386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1000401.562500 Penalty: 3199.990234
	Iteration 36Q: 3 clusters Score -1000402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1000415.500000 Penalty: 3199.990234
	Iteration 37Q: 3 clusters Score -1000416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1000429.750000 Penalty: 3199.990234
	Iteration 38Q: 3 clusters Score -1000430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1000443.875000 Penalty: 3199.990234
	Iteration 39Q: 3 clusters Score -1000444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1000458.187500 Penalty: 3199.990234
	Iteration 40F: 3 clusters Score -1000458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1000475.000000 Penalty: 3199.990234
	Iteration 41Q: 3 clusters Score -1000475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1000481.437500 Penalty: 3199.990234
	Iteration 42Q: 3 clusters Score -1000481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1000493.187500 Penalty: 3199.990234
	Iteration 43Q: 3 clusters Score -1000493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1000502.812500 Penalty: 3199.990234
	Iteration 44Q: 3 clusters Score -1000503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1000511.625000 Penalty: 3199.990234
	Iteration 45Q: 3 clusters Score -1000512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1000521.875000 Penalty: 3199.990234
	Iteration 46Q: 3 clusters Score -1000522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1000525.562500 Penalty: 3199.990234
	Iteration 47Q: 3 clusters Score -1000526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1000530.687500 Penalty: 3199.990234
	Iteration 48Q: 3 clusters Score -1000531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1000534.625000 Penalty: 3199.990234
	Iteration 49Q: 3 clusters Score -1000535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1000537.625000 Penalty: 3199.990234
	Iteration 50Q: 3 clusters Score -1000538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1000542.125000 Penalty: 3199.990234
	Iteration 51Q: 3 clusters Score -1000542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1000541.000000 Penalty: 3199.990234
	Iteration 52Q: 3 clusters Score -1000541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1000545.062500 Penalty: 3199.990234
	Iteration 53Q: 3 clusters Score -1000545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1000547.437500 Penalty: 3199.990234
	Iteration 54Q: 3 clusters Score -1000547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1000549.250000 Penalty: 3199.990234
	Iteration 55Q: 3 clusters Score -1000549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1000552.312500 Penalty: 3199.990234
	Iteration 56Q: 3 clusters Score -1000552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1000558.125000 Penalty: 3199.990234
	Iteration 57Q: 3 clusters Score -1000558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1000559.000000 Penalty: 3199.990234
	Iteration 58Q: 3 clusters Score -1000559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1000558.750000 Penalty: 3199.990234
	Iteration 59Q: 3 clusters Score -1000559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1000559.687500 Penalty: 3199.990234
	Iteration 60F: 3 clusters Score -1000560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1000562.375000 Penalty: 3199.990234
	Iteration 61Q: 3 clusters Score -1000562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1000563.062500 Penalty: 3199.990234
	Iteration 62Q: 3 clusters Score -1000563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1000563.437500 Penalty: 3199.990234
	Iteration 63Q: 3 clusters Score -1000563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1000564.062500 Penalty: 3199.990234
	Iteration 64Q: 3 clusters Score -1000564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1000564.750000 Penalty: 3199.990234
	Iteration 65Q: 3 clusters Score -1000565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1000566.000000 Penalty: 3199.990234
	Iteration 66Q: 3 clusters Score -1000566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1000565.812500 Penalty: 3199.990234
	Iteration 67Q: 3 clusters Score -1000566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1000565.812500 Penalty: 3199.990234
	Iteration 68F: 3 clusters Score -1000566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -272145.031250 Penalty: 1414.238892
	Iteration 0F: 2 clusters Score -272145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -267519.062500 Penalty: 2828.477783
	Iteration 0F: 3 clusters Score -267519.1 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -268891.562500 Penalty: 2828.477783
	Iteration 1F: 3 clusters Score -268891.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -269070.750000 Penalty: 2828.477783
	Iteration 2F: 3 clusters Score -269070.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -269186.781250 Penalty: 2828.477783
	Iteration 3Q: 3 clusters Score -269186.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -269281.031250 Penalty: 2828.477783
	Iteration 4Q: 3 clusters Score -269281 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -269373.062500 Penalty: 2828.477783
	Iteration 5Q: 3 clusters Score -269373.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -269478.187500 Penalty: 2828.477783
	Iteration 6Q: 3 clusters Score -269478.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -269578.437500 Penalty: 2828.477783
	Iteration 7Q: 3 clusters Score -269578.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -269708.312500 Penalty: 2828.477783
	Iteration 8Q: 3 clusters Score -269708.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -269859.375000 Penalty: 2828.477783
	Iteration 9Q: 3 clusters Score -269859.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -270010.437500 Penalty: 2828.477783
	Iteration 10Q: 3 clusters Score -270010.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -270146.906250 Penalty: 2828.477783
	Iteration 11Q: 3 clusters Score -270146.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -270280.937500 Penalty: 2828.477783
	Iteration 12Q: 3 clusters Score -270280.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -270410.187500 Penalty: 2828.477783
	Iteration 13Q: 3 clusters Score -270410.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -270531.687500 Penalty: 2828.477783
	Iteration 14Q: 3 clusters Score -270531.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -270655.250000 Penalty: 2828.477783
	Iteration 15Q: 3 clusters Score -270655.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -270752.031250 Penalty: 2828.477783
	Iteration 16Q: 3 clusters Score -270752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -270807.500000 Penalty: 2828.477783
	Iteration 17Q: 3 clusters Score -270807.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -270845.062500 Penalty: 2828.477783
	Iteration 18Q: 3 clusters Score -270845.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -270875.125000 Penalty: 2828.477783
	Iteration 19Q: 3 clusters Score -270875.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -270900.437500 Penalty: 2828.477783
	Iteration 20F: 3 clusters Score -270900.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -270926.343750 Penalty: 2828.477783
	Iteration 21Q: 3 clusters Score -270926.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -270945.531250 Penalty: 2828.477783
	Iteration 22Q: 3 clusters Score -270945.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -270963.718750 Penalty: 2828.477783
	Iteration 23Q: 3 clusters Score -270963.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -270977.843750 Penalty: 2828.477783
	Iteration 24Q: 3 clusters Score -270977.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -270988.031250 Penalty: 2828.477783
	Iteration 25Q: 3 clusters Score -270988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -270991.812500 Penalty: 2828.477783
	Iteration 26Q: 3 clusters Score -270991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -270997.218750 Penalty: 2828.477783
	Iteration 27Q: 3 clusters Score -270997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -271004.531250 Penalty: 2828.477783
	Iteration 28Q: 3 clusters Score -271004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -271007.093750 Penalty: 2828.477783
	Iteration 29Q: 3 clusters Score -271007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -271009.968750 Penalty: 2828.477783
	Iteration 30Q: 3 clusters Score -271010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -271010.281250 Penalty: 2828.477783
	Iteration 31Q: 3 clusters Score -271010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -271011.562500 Penalty: 2828.477783
	Iteration 32Q: 3 clusters Score -271011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -271014.250000 Penalty: 2828.477783
	Iteration 33Q: 3 clusters Score -271014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -271016.375000 Penalty: 2828.477783
	Iteration 34Q: 3 clusters Score -271016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -271018.843750 Penalty: 2828.477783
	Iteration 35Q: 3 clusters Score -271018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -271020.468750 Penalty: 2828.477783
	Iteration 36Q: 3 clusters Score -271020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -271021.156250 Penalty: 2828.477783
	Iteration 37Q: 3 clusters Score -271021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -271021.156250 Penalty: 2828.477783
	Iteration 38F: 3 clusters Score -271021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Entering Unmasked Estep 
Score: -2834344.000000 Penalty: 1772.824951
	Iteration 0F: 2 clusters Score -2834344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -2797962.250000 Penalty: 3545.649902
	Iteration 0F: 3 clusters Score -2797962 nChanged 25640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2812501.250000 Penalty: 3545.649902
	Iteration 1F: 3 clusters Score -2812501 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -2813208.750000 Penalty: 3545.649902
	Iteration 2Q: 3 clusters Score -2813209 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2814099.250000 Penalty: 3545.649902
	Iteration 3Q: 3 clusters Score -2814099 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2815125.500000 Penalty: 3545.649902
	Iteration 4Q: 3 clusters Score -2815126 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -2816343.500000 Penalty: 3545.649902
	Iteration 5Q: 3 clusters Score -2816344 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -2817711.750000 Penalty: 3545.649902
	Iteration 6F: 3 clusters Score -2817712 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -2819110.250000 Penalty: 3545.649902
	Iteration 7F: 3 clusters Score -2819110 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -2820463.750000 Penalty: 3545.649902
	Iteration 8F: 3 clusters Score -2820464 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -2821676.500000 Penalty: 3545.649902
	Iteration 9Q: 3 clusters Score -2821676 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -2822689.750000 Penalty: 3545.649902
	Iteration 10Q: 3 clusters Score -2822690 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -2823448.250000 Penalty: 3545.649902
	Iteration 11Q: 3 clusters Score -2823448 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -2823917.750000 Penalty: 3545.649902
	Iteration 12Q: 3 clusters Score -2823918 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -2824243.000000 Penalty: 3545.649902
	Iteration 13Q: 3 clusters Score -2824243 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -2824429.500000 Penalty: 3545.649902
	Iteration 14Q: 3 clusters Score -2824430 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -2824555.250000 Penalty: 3545.649902
	Iteration 15Q: 3 clusters Score -2824555 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -2824705.250000 Penalty: 3545.649902
	Iteration 16Q: 3 clusters Score -2824705 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -2824844.750000 Penalty: 3545.649902
	Iteration 17Q: 3 clusters Score -2824845 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -2824971.000000 Penalty: 3545.649902
	Iteration 18Q: 3 clusters Score -2824971 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -2825109.250000 Penalty: 3545.649902
	Iteration 19Q: 3 clusters Score -2825109 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -2825276.500000 Penalty: 3545.649902
	Iteration 20F: 3 clusters Score -2825276 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -2825459.500000 Penalty: 3545.649902
	Iteration 21Q: 3 clusters Score -2825460 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -2825694.750000 Penalty: 3545.649902
	Iteration 22Q: 3 clusters Score -2825695 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -2825954.000000 Penalty: 3545.649902
	Iteration 23Q: 3 clusters Score -2825954 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -2826284.500000 Penalty: 3545.649902
	Iteration 24Q: 3 clusters Score -2826284 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -2826646.750000 Penalty: 3545.649902
	Iteration 25Q: 3 clusters Score -2826647 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -2827051.000000 Penalty: 3545.649902
	Iteration 26Q: 3 clusters Score -2827051 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -2827531.500000 Penalty: 3545.649902
	Iteration 27Q: 3 clusters Score -2827532 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -2828071.750000 Penalty: 3545.649902
	Iteration 28Q: 3 clusters Score -2828072 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -2828594.000000 Penalty: 3545.649902
	Iteration 29Q: 3 clusters Score -2828594 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -2829150.250000 Penalty: 3545.649902
	Iteration 30Q: 3 clusters Score -2829150 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -2829693.750000 Penalty: 3545.649902
	Iteration 31Q: 3 clusters Score -2829694 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -2830261.750000 Penalty: 3545.649902
	Iteration 32Q: 3 clusters Score -2830262 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -2830828.500000 Penalty: 3545.649902
	Iteration 33Q: 3 clusters Score -2830828 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -2831329.000000 Penalty: 3545.649902
	Iteration 34Q: 3 clusters Score -2831329 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -2831720.250000 Penalty: 3545.649902
	Iteration 35Q: 3 clusters Score -2831720 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -2832065.750000 Penalty: 3545.649902
	Iteration 36Q: 3 clusters Score -2832066 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -2832322.750000 Penalty: 3545.649902
	Iteration 37Q: 3 clusters Score -2832323 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -2832496.250000 Penalty: 3545.649902
	Iteration 38Q: 3 clusters Score -2832496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -2832605.750000 Penalty: 3545.649902
	Iteration 39Q: 3 clusters Score -2832606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -2832693.000000 Penalty: 3545.649902
	Iteration 40F: 3 clusters Score -2832693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -2832730.000000 Penalty: 3545.649902
	Iteration 41Q: 3 clusters Score -2832730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -2832776.500000 Penalty: 3545.649902
	Iteration 42Q: 3 clusters Score -2832776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -2832805.750000 Penalty: 3545.649902
	Iteration 43Q: 3 clusters Score -2832806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -2832819.250000 Penalty: 3545.649902
	Iteration 44Q: 3 clusters Score -2832819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -2832828.750000 Penalty: 3545.649902
	Iteration 45Q: 3 clusters Score -2832829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -2832839.000000 Penalty: 3545.649902
	Iteration 46Q: 3 clusters Score -2832839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -2832849.000000 Penalty: 3545.649902
	Iteration 47Q: 3 clusters Score -2832849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -2832850.500000 Penalty: 3545.649902
	Iteration 48Q: 3 clusters Score -2832850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -2832859.750000 Penalty: 3545.649902
	Iteration 49Q: 3 clusters Score -2832860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -2832867.750000 Penalty: 3545.649902
	Iteration 50Q: 3 clusters Score -2832868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -2832875.250000 Penalty: 3545.649902
	Iteration 51Q: 3 clusters Score -2832875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -2832873.500000 Penalty: 3545.649902
	Iteration 52Q: 3 clusters Score -2832874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -2832875.250000 Penalty: 3545.649902
	Iteration 53Q: 3 clusters Score -2832875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -2832888.000000 Penalty: 3545.649902
	Iteration 54Q: 3 clusters Score -2832888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -2832892.500000 Penalty: 3545.649902
	Iteration 55Q: 3 clusters Score -2832892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -2832893.250000 Penalty: 3545.649902
	Iteration 56Q: 3 clusters Score -2832893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -2832895.500000 Penalty: 3545.649902
	Iteration 57Q: 3 clusters Score -2832896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -2832896.000000 Penalty: 3545.649902
	Iteration 58Q: 3 clusters Score -2832896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -2832895.250000 Penalty: 3545.649902
	Iteration 59Q: 3 clusters Score -2832895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -2832897.250000 Penalty: 3545.649902
	Iteration 60F: 3 clusters Score -2832897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -2832897.500000 Penalty: 3545.649902
	Iteration 61Q: 3 clusters Score -2832898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -2832895.750000 Penalty: 3545.649902
	Iteration 62Q: 3 clusters Score -2832896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -2832895.750000 Penalty: 3545.649902
	Iteration 63F: 3 clusters Score -2832896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Entering Unmasked Estep 
Score: -1122262.375000 Penalty: 1618.785522
	Iteration 0F: 2 clusters Score -1122262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1107802.375000 Penalty: 3237.571045
	Iteration 0F: 3 clusters Score -1107802 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1113045.875000 Penalty: 3237.571045
	Iteration 1F: 3 clusters Score -1113046 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1113402.625000 Penalty: 3237.571045
	Iteration 2Q: 3 clusters Score -1113403 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1113752.000000 Penalty: 3237.571045
	Iteration 3Q: 3 clusters Score -1113752 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1114111.500000 Penalty: 3237.571045
	Iteration 4Q: 3 clusters Score -1114112 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1114498.500000 Penalty: 3237.571045
	Iteration 5Q: 3 clusters Score -1114498 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1114953.750000 Penalty: 3237.571045
	Iteration 6Q: 3 clusters Score -1114954 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1115484.500000 Penalty: 3237.571045
	Iteration 7Q: 3 clusters Score -1115484 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1116141.000000 Penalty: 3237.571045
	Iteration 8F: 3 clusters Score -1116141 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1116897.500000 Penalty: 3237.571045
	Iteration 9F: 3 clusters Score -1116898 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1117636.250000 Penalty: 3237.571045
	Iteration 10F: 3 clusters Score -1117636 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1118100.625000 Penalty: 3237.571045
	Iteration 11Q: 3 clusters Score -1118101 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1118326.500000 Penalty: 3237.571045
	Iteration 12Q: 3 clusters Score -1118326 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1118443.375000 Penalty: 3237.571045
	Iteration 13Q: 3 clusters Score -1118443 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1118513.625000 Penalty: 3237.571045
	Iteration 14Q: 3 clusters Score -1118514 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1118571.250000 Penalty: 3237.571045
	Iteration 15Q: 3 clusters Score -1118571 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1118614.750000 Penalty: 3237.571045
	Iteration 16Q: 3 clusters Score -1118615 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1118657.500000 Penalty: 3237.571045
	Iteration 17Q: 3 clusters Score -1118658 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1118690.250000 Penalty: 3237.571045
	Iteration 18Q: 3 clusters Score -1118690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1118713.625000 Penalty: 3237.571045
	Iteration 19Q: 3 clusters Score -1118714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1118751.375000 Penalty: 3237.571045
	Iteration 20F: 3 clusters Score -1118751 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1118782.000000 Penalty: 3237.571045
	Iteration 21Q: 3 clusters Score -1118782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1118809.125000 Penalty: 3237.571045
	Iteration 22Q: 3 clusters Score -1118809 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1118844.250000 Penalty: 3237.571045
	Iteration 23Q: 3 clusters Score -1118844 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1118874.875000 Penalty: 3237.571045
	Iteration 24Q: 3 clusters Score -1118875 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1118910.500000 Penalty: 3237.571045
	Iteration 25Q: 3 clusters Score -1118910 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1118943.750000 Penalty: 3237.571045
	Iteration 26Q: 3 clusters Score -1118944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1118987.625000 Penalty: 3237.571045
	Iteration 27Q: 3 clusters Score -1118988 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1119039.000000 Penalty: 3237.571045
	Iteration 28Q: 3 clusters Score -1119039 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1119091.375000 Penalty: 3237.571045
	Iteration 29Q: 3 clusters Score -1119091 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1119141.500000 Penalty: 3237.571045
	Iteration 30Q: 3 clusters Score -1119142 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1119188.750000 Penalty: 3237.571045
	Iteration 31Q: 3 clusters Score -1119189 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1119230.250000 Penalty: 3237.571045
	Iteration 32Q: 3 clusters Score -1119230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1119268.375000 Penalty: 3237.571045
	Iteration 33Q: 3 clusters Score -1119268 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1119299.250000 Penalty: 3237.571045
	Iteration 34Q: 3 clusters Score -1119299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1119325.375000 Penalty: 3237.571045
	Iteration 35Q: 3 clusters Score -1119325 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1119345.000000 Penalty: 3237.571045
	Iteration 36Q: 3 clusters Score -1119345 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1119370.750000 Penalty: 3237.571045
	Iteration 37Q: 3 clusters Score -1119371 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1119393.625000 Penalty: 3237.571045
	Iteration 38Q: 3 clusters Score -1119394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1119420.625000 Penalty: 3237.571045
	Iteration 39Q: 3 clusters Score -1119421 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1119465.500000 Penalty: 3237.571045
	Iteration 40F: 3 clusters Score -1119466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1119511.875000 Penalty: 3237.571045
	Iteration 41Q: 3 clusters Score -1119512 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1119563.750000 Penalty: 3237.571045
	Iteration 42Q: 3 clusters Score -1119564 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1119616.250000 Penalty: 3237.571045
	Iteration 43Q: 3 clusters Score -1119616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1119681.000000 Penalty: 3237.571045
	Iteration 44Q: 3 clusters Score -1119681 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1119721.625000 Penalty: 3237.571045
	Iteration 45Q: 3 clusters Score -1119722 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1119762.375000 Penalty: 3237.571045
	Iteration 46Q: 3 clusters Score -1119762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1119802.625000 Penalty: 3237.571045
	Iteration 47Q: 3 clusters Score -1119803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1119834.625000 Penalty: 3237.571045
	Iteration 48Q: 3 clusters Score -1119835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1119879.250000 Penalty: 3237.571045
	Iteration 49Q: 3 clusters Score -1119879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1119922.250000 Penalty: 3237.571045
	Iteration 50Q: 3 clusters Score -1119922 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1119974.750000 Penalty: 3237.571045
	Iteration 51Q: 3 clusters Score -1119975 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1120020.250000 Penalty: 3237.571045
	Iteration 52Q: 3 clusters Score -1120020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1120064.375000 Penalty: 3237.571045
	Iteration 53Q: 3 clusters Score -1120064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1120105.750000 Penalty: 3237.571045
	Iteration 54Q: 3 clusters Score -1120106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1120144.250000 Penalty: 3237.571045
	Iteration 55Q: 3 clusters Score -1120144 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1120180.625000 Penalty: 3237.571045
	Iteration 56Q: 3 clusters Score -1120181 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1120219.000000 Penalty: 3237.571045
	Iteration 57Q: 3 clusters Score -1120219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1120253.750000 Penalty: 3237.571045
	Iteration 58Q: 3 clusters Score -1120254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1120288.375000 Penalty: 3237.571045
	Iteration 59Q: 3 clusters Score -1120288 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1120326.250000 Penalty: 3237.571045
	Iteration 60F: 3 clusters Score -1120326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1120362.750000 Penalty: 3237.571045
	Iteration 61Q: 3 clusters Score -1120363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1120397.500000 Penalty: 3237.571045
	Iteration 62Q: 3 clusters Score -1120398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1120434.250000 Penalty: 3237.571045
	Iteration 63Q: 3 clusters Score -1120434 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1120469.000000 Penalty: 3237.571045
	Iteration 64Q: 3 clusters Score -1120469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1120500.750000 Penalty: 3237.571045
	Iteration 65Q: 3 clusters Score -1120501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1120533.000000 Penalty: 3237.571045
	Iteration 66Q: 3 clusters Score -1120533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1120559.750000 Penalty: 3237.571045
	Iteration 67Q: 3 clusters Score -1120560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1120586.750000 Penalty: 3237.571045
	Iteration 68Q: 3 clusters Score -1120587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1120612.500000 Penalty: 3237.571045
	Iteration 69Q: 3 clusters Score -1120612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1120632.500000 Penalty: 3237.571045
	Iteration 70Q: 3 clusters Score -1120632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1120652.500000 Penalty: 3237.571045
	Iteration 71Q: 3 clusters Score -1120652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1120678.625000 Penalty: 3237.571045
	Iteration 72Q: 3 clusters Score -1120679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1120700.125000 Penalty: 3237.571045
	Iteration 73Q: 3 clusters Score -1120700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1120718.375000 Penalty: 3237.571045
	Iteration 74Q: 3 clusters Score -1120718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1120734.375000 Penalty: 3237.571045
	Iteration 75Q: 3 clusters Score -1120734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1120744.500000 Penalty: 3237.571045
	Iteration 76Q: 3 clusters Score -1120744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1120748.875000 Penalty: 3237.571045
	Iteration 77Q: 3 clusters Score -1120749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1120757.125000 Penalty: 3237.571045
	Iteration 78Q: 3 clusters Score -1120757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1120760.375000 Penalty: 3237.571045
	Iteration 79Q: 3 clusters Score -1120760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1120770.625000 Penalty: 3237.571045
	Iteration 80F: 3 clusters Score -1120771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1120776.500000 Penalty: 3237.571045
	Iteration 81Q: 3 clusters Score -1120776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1120785.500000 Penalty: 3237.571045
	Iteration 82Q: 3 clusters Score -1120786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1120794.875000 Penalty: 3237.571045
	Iteration 83Q: 3 clusters Score -1120795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1120806.500000 Penalty: 3237.571045
	Iteration 84Q: 3 clusters Score -1120806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1120810.625000 Penalty: 3237.571045
	Iteration 85Q: 3 clusters Score -1120811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1120813.000000 Penalty: 3237.571045
	Iteration 86Q: 3 clusters Score -1120813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1120820.125000 Penalty: 3237.571045
	Iteration 87Q: 3 clusters Score -1120820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1120831.375000 Penalty: 3237.571045
	Iteration 88Q: 3 clusters Score -1120831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1120838.500000 Penalty: 3237.571045
	Iteration 89Q: 3 clusters Score -1120838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1120844.750000 Penalty: 3237.571045
	Iteration 90Q: 3 clusters Score -1120845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1120848.500000 Penalty: 3237.571045
	Iteration 91Q: 3 clusters Score -1120848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1120855.125000 Penalty: 3237.571045
	Iteration 92Q: 3 clusters Score -1120855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1120858.750000 Penalty: 3237.571045
	Iteration 93Q: 3 clusters Score -1120859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1120863.375000 Penalty: 3237.571045
	Iteration 94Q: 3 clusters Score -1120863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1120866.125000 Penalty: 3237.571045
	Iteration 95Q: 3 clusters Score -1120866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1120868.250000 Penalty: 3237.571045
	Iteration 96Q: 3 clusters Score -1120868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1120869.000000 Penalty: 3237.571045
	Iteration 97Q: 3 clusters Score -1120869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1120870.500000 Penalty: 3237.571045
	Iteration 98Q: 3 clusters Score -1120870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1120868.250000 Penalty: 3237.571045
	Iteration 99Q: 3 clusters Score -1120868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1120871.250000 Penalty: 3237.571045
	Iteration 100F: 3 clusters Score -1120871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1120872.875000 Penalty: 3237.571045
	Iteration 101Q: 3 clusters Score -1120873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1120871.750000 Penalty: 3237.571045
	Iteration 102Q: 3 clusters Score -1120872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1120872.375000 Penalty: 3237.571045
	Iteration 103Q: 3 clusters Score -1120872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1120871.250000 Penalty: 3237.571045
	Iteration 104Q: 3 clusters Score -1120871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1120871.250000 Penalty: 3237.571045
	Iteration 105F: 3 clusters Score -1120871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Entering Unmasked Estep 
Score: -437101.281250 Penalty: 1465.341064
	Iteration 0F: 2 clusters Score -437101.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -431096.437500 Penalty: 2930.682129
	Iteration 0F: 3 clusters Score -431096.4 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -432920.531250 Penalty: 2930.682129
	Iteration 1F: 3 clusters Score -432920.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -433128.843750 Penalty: 2930.682129
	Iteration 2F: 3 clusters Score -433128.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -433277.000000 Penalty: 2930.682129
	Iteration 3Q: 3 clusters Score -433277 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -433418.375000 Penalty: 2930.682129
	Iteration 4Q: 3 clusters Score -433418.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -433580.843750 Penalty: 2930.682129
	Iteration 5Q: 3 clusters Score -433580.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -433748.968750 Penalty: 2930.682129
	Iteration 6Q: 3 clusters Score -433749 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -433958.500000 Penalty: 2930.682129
	Iteration 7Q: 3 clusters Score -433958.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -434235.593750 Penalty: 2930.682129
	Iteration 8Q: 3 clusters Score -434235.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -434568.000000 Penalty: 2930.682129
	Iteration 9F: 3 clusters Score -434568 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -434962.375000 Penalty: 2930.682129
	Iteration 10F: 3 clusters Score -434962.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -435345.156250 Penalty: 2930.682129
	Iteration 11Q: 3 clusters Score -435345.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -435599.343750 Penalty: 2930.682129
	Iteration 12Q: 3 clusters Score -435599.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -435740.281250 Penalty: 2930.682129
	Iteration 13Q: 3 clusters Score -435740.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -435821.687500 Penalty: 2930.682129
	Iteration 14Q: 3 clusters Score -435821.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -435863.125000 Penalty: 2930.682129
	Iteration 15Q: 3 clusters Score -435863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -435893.531250 Penalty: 2930.682129
	Iteration 16Q: 3 clusters Score -435893.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -435906.843750 Penalty: 2930.682129
	Iteration 17Q: 3 clusters Score -435906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -435908.156250 Penalty: 2930.682129
	Iteration 18Q: 3 clusters Score -435908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -435909.968750 Penalty: 2930.682129
	Iteration 19Q: 3 clusters Score -435910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -435911.312500 Penalty: 2930.682129
	Iteration 20F: 3 clusters Score -435911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -435912.718750 Penalty: 2930.682129
	Iteration 21Q: 3 clusters Score -435912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -435912.718750 Penalty: 2930.682129
	Iteration 22F: 3 clusters Score -435912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8120 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 204300 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65776 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67135 members 
Mstep: Class 15 contains 18885 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54704 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539518.000000 Penalty: 36418.070312
Iteration 239Q: 18 clusters Score -2.653952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11882 members 
Mstep: Class 9 contains 204294 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65786 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67131 members 
Mstep: Class 15 contains 18885 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54702 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539512.000000 Penalty: 36418.070312
Iteration 240F: 18 clusters Score -2.653951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11886 members 
Mstep: Class 9 contains 204285 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65788 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67130 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54702 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539524.000000 Penalty: 36418.070312
Iteration 241Q: 18 clusters Score -2.653952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11887 members 
Mstep: Class 9 contains 204281 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65791 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54702 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539510.000000 Penalty: 36418.070312
Iteration 242Q: 18 clusters Score -2.653951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11889 members 
Mstep: Class 9 contains 204280 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65793 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539500.000000 Penalty: 36418.070312
Iteration 243Q: 18 clusters Score -2.65395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11890 members 
Mstep: Class 9 contains 204279 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65795 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18887 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539504.000000 Penalty: 36418.070312
Iteration 244Q: 18 clusters Score -2.65395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204278 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65795 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539498.000000 Penalty: 36418.070312
Iteration 245Q: 18 clusters Score -2.65395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204277 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65795 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539492.000000 Penalty: 36418.070312
Iteration 246Q: 18 clusters Score -2.653949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204276 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65795 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18890 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539498.000000 Penalty: 36418.070312
Iteration 247Q: 18 clusters Score -2.65395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204275 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65796 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18890 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539488.000000 Penalty: 36418.070312
Iteration 248Q: 18 clusters Score -2.653949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204275 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65799 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21200 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539484.000000 Penalty: 36418.070312
Iteration 249Q: 18 clusters Score -2.653948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204274 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 65801 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21199 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539490.000000 Penalty: 36418.070312
Iteration 250Q: 18 clusters Score -2.653949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204274 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65803 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67129 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539498.000000 Penalty: 36418.070312
Iteration 251Q: 18 clusters Score -2.65395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204273 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65807 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539514.000000 Penalty: 36418.070312
Iteration 252Q: 18 clusters Score -2.653951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204272 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65809 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539504.000000 Penalty: 36418.070312
Iteration 253Q: 18 clusters Score -2.65395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8113 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204271 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65813 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539498.000000 Penalty: 36418.070312
Iteration 254Q: 18 clusters Score -2.65395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204271 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65816 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539500.000000 Penalty: 36418.070312
Iteration 255Q: 18 clusters Score -2.65395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204271 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65817 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539496.000000 Penalty: 36418.070312
Iteration 256Q: 18 clusters Score -2.65395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204271 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65818 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539510.000000 Penalty: 36418.070312
Iteration 257Q: 18 clusters Score -2.653951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 204271 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 65818 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 67128 members 
Mstep: Class 15 contains 18889 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 54700 members 
Mstep: Class 21 contains 21198 members 
Mstep: Class 24 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -26539510.000000 Penalty: 36418.070312
Iteration 258F: 18 clusters Score -2.653951e+07 nChanged 0
Entering ConstructFrom: 
Score: -26539510.000000 Penalty: 36418.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Entering Unmasked Estep 
Score: -931701.750000 Penalty: 1587.599365
	Iteration 0F: 2 clusters Score -931701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -919680.000000 Penalty: 3175.198730
	Iteration 0F: 3 clusters Score -919680 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -923936.562500 Penalty: 3175.198730
	Iteration 1F: 3 clusters Score -923936.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -924225.062500 Penalty: 3175.198730
	Iteration 2Q: 3 clusters Score -924225.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -924514.812500 Penalty: 3175.198730
	Iteration 3Q: 3 clusters Score -924514.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -924808.875000 Penalty: 3175.198730
	Iteration 4Q: 3 clusters Score -924808.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -925143.875000 Penalty: 3175.198730
	Iteration 5Q: 3 clusters Score -925143.9 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -925561.687500 Penalty: 3175.198730
	Iteration 6Q: 3 clusters Score -925561.7 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -926061.062500 Penalty: 3175.198730
	Iteration 7Q: 3 clusters Score -926061.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -926633.187500 Penalty: 3175.198730
	Iteration 8Q: 3 clusters Score -926633.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -927270.812500 Penalty: 3175.198730
	Iteration 9F: 3 clusters Score -927270.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -927961.250000 Penalty: 3175.198730
	Iteration 10F: 3 clusters Score -927961.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -928636.687500 Penalty: 3175.198730
	Iteration 11Q: 3 clusters Score -928636.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -929163.125000 Penalty: 3175.198730
	Iteration 12Q: 3 clusters Score -929163.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -929558.875000 Penalty: 3175.198730
	Iteration 13Q: 3 clusters Score -929558.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -929840.000000 Penalty: 3175.198730
	Iteration 14Q: 3 clusters Score -929840 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -930014.437500 Penalty: 3175.198730
	Iteration 15Q: 3 clusters Score -930014.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -930122.750000 Penalty: 3175.198730
	Iteration 16Q: 3 clusters Score -930122.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -930188.187500 Penalty: 3175.198730
	Iteration 17Q: 3 clusters Score -930188.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -930256.312500 Penalty: 3175.198730
	Iteration 18Q: 3 clusters Score -930256.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -930299.312500 Penalty: 3175.198730
	Iteration 19Q: 3 clusters Score -930299.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -930332.687500 Penalty: 3175.198730
	Iteration 20F: 3 clusters Score -930332.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -930359.187500 Penalty: 3175.198730
	Iteration 21Q: 3 clusters Score -930359.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -930373.625000 Penalty: 3175.198730
	Iteration 22Q: 3 clusters Score -930373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -930383.937500 Penalty: 3175.198730
	Iteration 23Q: 3 clusters Score -930383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -930389.125000 Penalty: 3175.198730
	Iteration 24Q: 3 clusters Score -930389.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -930395.875000 Penalty: 3175.198730
	Iteration 25Q: 3 clusters Score -930395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -930399.250000 Penalty: 3175.198730
	Iteration 26Q: 3 clusters Score -930399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -930405.812500 Penalty: 3175.198730
	Iteration 27Q: 3 clusters Score -930405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -930405.625000 Penalty: 3175.198730
	Iteration 28Q: 3 clusters Score -930405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -930406.062500 Penalty: 3175.198730
	Iteration 29Q: 3 clusters Score -930406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -930407.750000 Penalty: 3175.198730
	Iteration 30Q: 3 clusters Score -930407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -930409.125000 Penalty: 3175.198730
	Iteration 31Q: 3 clusters Score -930409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -930409.125000 Penalty: 3175.198730
	Iteration 32F: 3 clusters Score -930409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -298219.843750 Penalty: 1416.250610
	Iteration 0F: 2 clusters Score -298219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -293535.656250 Penalty: 2832.501221
	Iteration 0F: 3 clusters Score -293535.7 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -295023.750000 Penalty: 2832.501221
	Iteration 1F: 3 clusters Score -295023.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -295519.750000 Penalty: 2832.501221
	Iteration 2F: 3 clusters Score -295519.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -296017.531250 Penalty: 2832.501221
	Iteration 3F: 3 clusters Score -296017.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -296449.312500 Penalty: 2832.501221
	Iteration 4F: 3 clusters Score -296449.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -296812.906250 Penalty: 2832.501221
	Iteration 5F: 3 clusters Score -296812.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -297078.718750 Penalty: 2832.501221
	Iteration 6F: 3 clusters Score -297078.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -297266.906250 Penalty: 2832.501221
	Iteration 7Q: 3 clusters Score -297266.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -297379.656250 Penalty: 2832.501221
	Iteration 8Q: 3 clusters Score -297379.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297447.250000 Penalty: 2832.501221
	Iteration 9Q: 3 clusters Score -297447.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -297484.062500 Penalty: 2832.501221
	Iteration 10Q: 3 clusters Score -297484.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -297517.531250 Penalty: 2832.501221
	Iteration 11Q: 3 clusters Score -297517.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -297537.437500 Penalty: 2832.501221
	Iteration 12Q: 3 clusters Score -297537.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -297547.218750 Penalty: 2832.501221
	Iteration 13Q: 3 clusters Score -297547.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -297559.031250 Penalty: 2832.501221
	Iteration 14Q: 3 clusters Score -297559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -297569.593750 Penalty: 2832.501221
	Iteration 15Q: 3 clusters Score -297569.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -297574.093750 Penalty: 2832.501221
	Iteration 16Q: 3 clusters Score -297574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -297579.062500 Penalty: 2832.501221
	Iteration 17Q: 3 clusters Score -297579.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -297586.062500 Penalty: 2832.501221
	Iteration 18Q: 3 clusters Score -297586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -297595.531250 Penalty: 2832.501221
	Iteration 19Q: 3 clusters Score -297595.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -297602.562500 Penalty: 2832.501221
	Iteration 20F: 3 clusters Score -297602.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -297610.218750 Penalty: 2832.501221
	Iteration 21Q: 3 clusters Score -297610.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -297624.218750 Penalty: 2832.501221
	Iteration 22Q: 3 clusters Score -297624.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -297638.375000 Penalty: 2832.501221
	Iteration 23Q: 3 clusters Score -297638.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -297653.875000 Penalty: 2832.501221
	Iteration 24Q: 3 clusters Score -297653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -297666.875000 Penalty: 2832.501221
	Iteration 25Q: 3 clusters Score -297666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -297681.343750 Penalty: 2832.501221
	Iteration 26Q: 3 clusters Score -297681.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -297688.562500 Penalty: 2832.501221
	Iteration 27Q: 3 clusters Score -297688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -297692.531250 Penalty: 2832.501221
	Iteration 28Q: 3 clusters Score -297692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -297697.718750 Penalty: 2832.501221
	Iteration 29Q: 3 clusters Score -297697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -297700.468750 Penalty: 2832.501221
	Iteration 30Q: 3 clusters Score -297700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -297702.000000 Penalty: 2832.501221
	Iteration 31Q: 3 clusters Score -297702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -297702.718750 Penalty: 2832.501221
	Iteration 32Q: 3 clusters Score -297702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -297703.750000 Penalty: 2832.501221
	Iteration 33Q: 3 clusters Score -297703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -297704.750000 Penalty: 2832.501221
	Iteration 34Q: 3 clusters Score -297704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -297704.750000 Penalty: 2832.501221
	Iteration 35F: 3 clusters Score -297704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -212416.640625 Penalty: 1349.520508
	Iteration 0F: 2 clusters Score -212416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -209035.218750 Penalty: 2699.041016
	Iteration 0F: 3 clusters Score -209035.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -209917.218750 Penalty: 2699.041016
	Iteration 1F: 3 clusters Score -209917.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -210067.218750 Penalty: 2699.041016
	Iteration 2F: 3 clusters Score -210067.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -210165.890625 Penalty: 2699.041016
	Iteration 3Q: 3 clusters Score -210165.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -210241.187500 Penalty: 2699.041016
	Iteration 4Q: 3 clusters Score -210241.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -210303.125000 Penalty: 2699.041016
	Iteration 5Q: 3 clusters Score -210303.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -210366.093750 Penalty: 2699.041016
	Iteration 6Q: 3 clusters Score -210366.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -210415.984375 Penalty: 2699.041016
	Iteration 7Q: 3 clusters Score -210416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -210467.187500 Penalty: 2699.041016
	Iteration 8Q: 3 clusters Score -210467.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -210510.375000 Penalty: 2699.041016
	Iteration 9Q: 3 clusters Score -210510.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -210556.609375 Penalty: 2699.041016
	Iteration 10Q: 3 clusters Score -210556.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -210618.734375 Penalty: 2699.041016
	Iteration 11Q: 3 clusters Score -210618.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -210677.531250 Penalty: 2699.041016
	Iteration 12Q: 3 clusters Score -210677.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -210733.750000 Penalty: 2699.041016
	Iteration 13Q: 3 clusters Score -210733.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -210815.062500 Penalty: 2699.041016
	Iteration 14Q: 3 clusters Score -210815.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -210882.906250 Penalty: 2699.041016
	Iteration 15Q: 3 clusters Score -210882.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -210932.031250 Penalty: 2699.041016
	Iteration 16Q: 3 clusters Score -210932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -210963.843750 Penalty: 2699.041016
	Iteration 17Q: 3 clusters Score -210963.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -211004.171875 Penalty: 2699.041016
	Iteration 18Q: 3 clusters Score -211004.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -211040.171875 Penalty: 2699.041016
	Iteration 19Q: 3 clusters Score -211040.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -211073.046875 Penalty: 2699.041016
	Iteration 20F: 3 clusters Score -211073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -211107.328125 Penalty: 2699.041016
	Iteration 21Q: 3 clusters Score -211107.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -211122.171875 Penalty: 2699.041016
	Iteration 22Q: 3 clusters Score -211122.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -211136.765625 Penalty: 2699.041016
	Iteration 23Q: 3 clusters Score -211136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -211149.562500 Penalty: 2699.041016
	Iteration 24Q: 3 clusters Score -211149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -211157.078125 Penalty: 2699.041016
	Iteration 25Q: 3 clusters Score -211157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -211163.203125 Penalty: 2699.041016
	Iteration 26Q: 3 clusters Score -211163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -211169.312500 Penalty: 2699.041016
	Iteration 27Q: 3 clusters Score -211169.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -211176.875000 Penalty: 2699.041016
	Iteration 28Q: 3 clusters Score -211176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -211179.531250 Penalty: 2699.041016
	Iteration 29Q: 3 clusters Score -211179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -211182.906250 Penalty: 2699.041016
	Iteration 30Q: 3 clusters Score -211182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -211187.406250 Penalty: 2699.041016
	Iteration 31Q: 3 clusters Score -211187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -211192.171875 Penalty: 2699.041016
	Iteration 32Q: 3 clusters Score -211192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -211195.640625 Penalty: 2699.041016
	Iteration 33Q: 3 clusters Score -211195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -211200.906250 Penalty: 2699.041016
	Iteration 34Q: 3 clusters Score -211200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -211206.593750 Penalty: 2699.041016
	Iteration 35Q: 3 clusters Score -211206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -211208.687500 Penalty: 2699.041016
	Iteration 36Q: 3 clusters Score -211208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -211212.015625 Penalty: 2699.041016
	Iteration 37Q: 3 clusters Score -211212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -211215.078125 Penalty: 2699.041016
	Iteration 38Q: 3 clusters Score -211215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -211217.890625 Penalty: 2699.041016
	Iteration 39Q: 3 clusters Score -211217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -211220.046875 Penalty: 2699.041016
	Iteration 40F: 3 clusters Score -211220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -211221.265625 Penalty: 2699.041016
	Iteration 41Q: 3 clusters Score -211221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -211222.562500 Penalty: 2699.041016
	Iteration 42Q: 3 clusters Score -211222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -211223.531250 Penalty: 2699.041016
	Iteration 43Q: 3 clusters Score -211223.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -211223.531250 Penalty: 2699.041016
	Iteration 44F: 3 clusters Score -211223.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Entering Unmasked Estep 
Score: -672489.312500 Penalty: 1535.852905
	Iteration 0F: 2 clusters Score -672489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -663531.500000 Penalty: 3071.705811
	Iteration 0F: 3 clusters Score -663531.5 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -666459.000000 Penalty: 3071.705811
	Iteration 1F: 3 clusters Score -666459 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -666713.687500 Penalty: 3071.705811
	Iteration 2F: 3 clusters Score -666713.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -666938.000000 Penalty: 3071.705811
	Iteration 3Q: 3 clusters Score -666938 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -667161.875000 Penalty: 3071.705811
	Iteration 4Q: 3 clusters Score -667161.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -667392.312500 Penalty: 3071.705811
	Iteration 5Q: 3 clusters Score -667392.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -667658.937500 Penalty: 3071.705811
	Iteration 6Q: 3 clusters Score -667658.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -667983.875000 Penalty: 3071.705811
	Iteration 7Q: 3 clusters Score -667983.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -668383.375000 Penalty: 3071.705811
	Iteration 8Q: 3 clusters Score -668383.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -668837.062500 Penalty: 3071.705811
	Iteration 9Q: 3 clusters Score -668837.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -669321.437500 Penalty: 3071.705811
	Iteration 10F: 3 clusters Score -669321.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -669770.500000 Penalty: 3071.705811
	Iteration 11Q: 3 clusters Score -669770.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -670157.062500 Penalty: 3071.705811
	Iteration 12Q: 3 clusters Score -670157.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -670468.812500 Penalty: 3071.705811
	Iteration 13Q: 3 clusters Score -670468.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -670694.062500 Penalty: 3071.705811
	Iteration 14Q: 3 clusters Score -670694.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -670830.875000 Penalty: 3071.705811
	Iteration 15Q: 3 clusters Score -670830.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -670918.375000 Penalty: 3071.705811
	Iteration 16Q: 3 clusters Score -670918.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -670980.687500 Penalty: 3071.705811
	Iteration 17Q: 3 clusters Score -670980.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -671024.437500 Penalty: 3071.705811
	Iteration 18Q: 3 clusters Score -671024.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -671057.500000 Penalty: 3071.705811
	Iteration 19Q: 3 clusters Score -671057.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -671076.625000 Penalty: 3071.705811
	Iteration 20F: 3 clusters Score -671076.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -671091.812500 Penalty: 3071.705811
	Iteration 21Q: 3 clusters Score -671091.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -671105.625000 Penalty: 3071.705811
	Iteration 22Q: 3 clusters Score -671105.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -671115.375000 Penalty: 3071.705811
	Iteration 23Q: 3 clusters Score -671115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -671119.312500 Penalty: 3071.705811
	Iteration 24Q: 3 clusters Score -671119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -671128.187500 Penalty: 3071.705811
	Iteration 25Q: 3 clusters Score -671128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -671134.187500 Penalty: 3071.705811
	Iteration 26Q: 3 clusters Score -671134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -671141.812500 Penalty: 3071.705811
	Iteration 27Q: 3 clusters Score -671141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -671149.187500 Penalty: 3071.705811
	Iteration 28Q: 3 clusters Score -671149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -671150.562500 Penalty: 3071.705811
	Iteration 29Q: 3 clusters Score -671150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -671152.250000 Penalty: 3071.705811
	Iteration 30Q: 3 clusters Score -671152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -671153.687500 Penalty: 3071.705811
	Iteration 31Q: 3 clusters Score -671153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -671154.062500 Penalty: 3071.705811
	Iteration 32Q: 3 clusters Score -671154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -671154.750000 Penalty: 3071.705811
	Iteration 33Q: 3 clusters Score -671154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -671155.687500 Penalty: 3071.705811
	Iteration 34Q: 3 clusters Score -671155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -671156.750000 Penalty: 3071.705811
	Iteration 35Q: 3 clusters Score -671156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -671157.250000 Penalty: 3071.705811
	Iteration 36Q: 3 clusters Score -671157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -671157.250000 Penalty: 3071.705811
	Iteration 37F: 3 clusters Score -671157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -248565.406250 Penalty: 1398.137207
	Iteration 0F: 2 clusters Score -248565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -244295.296875 Penalty: 2796.274414
	Iteration 0F: 3 clusters Score -244295.3 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -245511.203125 Penalty: 2796.274414
	Iteration 1F: 3 clusters Score -245511.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -245738.062500 Penalty: 2796.274414
	Iteration 2F: 3 clusters Score -245738.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -245902.015625 Penalty: 2796.274414
	Iteration 3F: 3 clusters Score -245902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -246030.500000 Penalty: 2796.274414
	Iteration 4Q: 3 clusters Score -246030.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -246134.859375 Penalty: 2796.274414
	Iteration 5Q: 3 clusters Score -246134.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -246219.218750 Penalty: 2796.274414
	Iteration 6Q: 3 clusters Score -246219.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -246293.281250 Penalty: 2796.274414
	Iteration 7Q: 3 clusters Score -246293.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -246377.453125 Penalty: 2796.274414
	Iteration 8Q: 3 clusters Score -246377.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -246491.406250 Penalty: 2796.274414
	Iteration 9Q: 3 clusters Score -246491.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -246635.125000 Penalty: 2796.274414
	Iteration 10Q: 3 clusters Score -246635.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -246789.453125 Penalty: 2796.274414
	Iteration 11Q: 3 clusters Score -246789.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -246927.812500 Penalty: 2796.274414
	Iteration 12Q: 3 clusters Score -246927.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -247074.093750 Penalty: 2796.274414
	Iteration 13Q: 3 clusters Score -247074.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -247179.687500 Penalty: 2796.274414
	Iteration 14Q: 3 clusters Score -247179.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -247262.375000 Penalty: 2796.274414
	Iteration 15Q: 3 clusters Score -247262.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -247306.343750 Penalty: 2796.274414
	Iteration 16Q: 3 clusters Score -247306.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -247329.625000 Penalty: 2796.274414
	Iteration 17Q: 3 clusters Score -247329.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -247353.859375 Penalty: 2796.274414
	Iteration 18Q: 3 clusters Score -247353.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -247378.390625 Penalty: 2796.274414
	Iteration 19Q: 3 clusters Score -247378.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -247396.343750 Penalty: 2796.274414
	Iteration 20F: 3 clusters Score -247396.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -247406.812500 Penalty: 2796.274414
	Iteration 21Q: 3 clusters Score -247406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -247413.453125 Penalty: 2796.274414
	Iteration 22Q: 3 clusters Score -247413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -247417.671875 Penalty: 2796.274414
	Iteration 23Q: 3 clusters Score -247417.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -247419.484375 Penalty: 2796.274414
	Iteration 24Q: 3 clusters Score -247419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -247421.078125 Penalty: 2796.274414
	Iteration 25Q: 3 clusters Score -247421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -247423.109375 Penalty: 2796.274414
	Iteration 26Q: 3 clusters Score -247423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -247424.171875 Penalty: 2796.274414
	Iteration 27Q: 3 clusters Score -247424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -247428.671875 Penalty: 2796.274414
	Iteration 28Q: 3 clusters Score -247428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -247430.437500 Penalty: 2796.274414
	Iteration 29Q: 3 clusters Score -247430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -247432.312500 Penalty: 2796.274414
	Iteration 30Q: 3 clusters Score -247432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -247433.078125 Penalty: 2796.274414
	Iteration 31Q: 3 clusters Score -247433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -247434.812500 Penalty: 2796.274414
	Iteration 32Q: 3 clusters Score -247434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -247436.562500 Penalty: 2796.274414
	Iteration 33Q: 3 clusters Score -247436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -247437.765625 Penalty: 2796.274414
	Iteration 34Q: 3 clusters Score -247437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -247437.968750 Penalty: 2796.274414
	Iteration 35Q: 3 clusters Score -247438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -247441.343750 Penalty: 2796.274414
	Iteration 36Q: 3 clusters Score -247441.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -247442.468750 Penalty: 2796.274414
	Iteration 37Q: 3 clusters Score -247442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -247443.390625 Penalty: 2796.274414
	Iteration 38Q: 3 clusters Score -247443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -247443.312500 Penalty: 2796.274414
	Iteration 39Q: 3 clusters Score -247443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -247443.828125 Penalty: 2796.274414
	Iteration 40F: 3 clusters Score -247443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -247444.187500 Penalty: 2796.274414
	Iteration 41Q: 3 clusters Score -247444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -247444.187500 Penalty: 2796.274414
	Iteration 42F: 3 clusters Score -247444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -428149.281250 Penalty: 1462.598511
	Iteration 0F: 2 clusters Score -428149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -422161.968750 Penalty: 2925.197021
	Iteration 0F: 3 clusters Score -422162 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -423922.906250 Penalty: 2925.197021
	Iteration 1F: 3 clusters Score -423922.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -424165.062500 Penalty: 2925.197021
	Iteration 2F: 3 clusters Score -424165.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -424338.406250 Penalty: 2925.197021
	Iteration 3F: 3 clusters Score -424338.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -424482.906250 Penalty: 2925.197021
	Iteration 4Q: 3 clusters Score -424482.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -424615.187500 Penalty: 2925.197021
	Iteration 5Q: 3 clusters Score -424615.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -424749.937500 Penalty: 2925.197021
	Iteration 6Q: 3 clusters Score -424749.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -424880.125000 Penalty: 2925.197021
	Iteration 7Q: 3 clusters Score -424880.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -425035.750000 Penalty: 2925.197021
	Iteration 8Q: 3 clusters Score -425035.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -425194.656250 Penalty: 2925.197021
	Iteration 9Q: 3 clusters Score -425194.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -425388.687500 Penalty: 2925.197021
	Iteration 10Q: 3 clusters Score -425388.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -425617.000000 Penalty: 2925.197021
	Iteration 11Q: 3 clusters Score -425617 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -425874.593750 Penalty: 2925.197021
	Iteration 12Q: 3 clusters Score -425874.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -426129.062500 Penalty: 2925.197021
	Iteration 13Q: 3 clusters Score -426129.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -426349.031250 Penalty: 2925.197021
	Iteration 14Q: 3 clusters Score -426349 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -426500.531250 Penalty: 2925.197021
	Iteration 15Q: 3 clusters Score -426500.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -426621.500000 Penalty: 2925.197021
	Iteration 16Q: 3 clusters Score -426621.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -426714.156250 Penalty: 2925.197021
	Iteration 17Q: 3 clusters Score -426714.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -426771.000000 Penalty: 2925.197021
	Iteration 18Q: 3 clusters Score -426771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -426806.968750 Penalty: 2925.197021
	Iteration 19Q: 3 clusters Score -426807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -426836.937500 Penalty: 2925.197021
	Iteration 20F: 3 clusters Score -426836.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -426856.625000 Penalty: 2925.197021
	Iteration 21Q: 3 clusters Score -426856.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -426875.437500 Penalty: 2925.197021
	Iteration 22Q: 3 clusters Score -426875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -426880.468750 Penalty: 2925.197021
	Iteration 23Q: 3 clusters Score -426880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -426883.437500 Penalty: 2925.197021
	Iteration 24Q: 3 clusters Score -426883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -426884.718750 Penalty: 2925.197021
	Iteration 25Q: 3 clusters Score -426884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -426886.187500 Penalty: 2925.197021
	Iteration 26Q: 3 clusters Score -426886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -426886.781250 Penalty: 2925.197021
	Iteration 27Q: 3 clusters Score -426886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -426886.562500 Penalty: 2925.197021
	Iteration 28Q: 3 clusters Score -426886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -426887.937500 Penalty: 2925.197021
	Iteration 29Q: 3 clusters Score -426887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -426887.937500 Penalty: 2925.197021
	Iteration 30F: 3 clusters Score -426887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Entering Unmasked Estep 
Score: -615568.187500 Penalty: 1524.824829
	Iteration 0F: 2 clusters Score -615568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -607156.062500 Penalty: 3049.649658
	Iteration 0F: 3 clusters Score -607156.1 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -610017.562500 Penalty: 3049.649658
	Iteration 1F: 3 clusters Score -610017.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -610343.125000 Penalty: 3049.649658
	Iteration 2F: 3 clusters Score -610343.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -610689.500000 Penalty: 3049.649658
	Iteration 3F: 3 clusters Score -610689.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -611042.562500 Penalty: 3049.649658
	Iteration 4F: 3 clusters Score -611042.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -611445.000000 Penalty: 3049.649658
	Iteration 5F: 3 clusters Score -611445 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -611936.312500 Penalty: 3049.649658
	Iteration 6F: 3 clusters Score -611936.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -612414.562500 Penalty: 3049.649658
	Iteration 7F: 3 clusters Score -612414.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -612827.062500 Penalty: 3049.649658
	Iteration 8Q: 3 clusters Score -612827.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -613152.625000 Penalty: 3049.649658
	Iteration 9Q: 3 clusters Score -613152.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -613339.062500 Penalty: 3049.649658
	Iteration 10Q: 3 clusters Score -613339.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -613481.437500 Penalty: 3049.649658
	Iteration 11Q: 3 clusters Score -613481.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -613588.875000 Penalty: 3049.649658
	Iteration 12Q: 3 clusters Score -613588.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -613675.187500 Penalty: 3049.649658
	Iteration 13Q: 3 clusters Score -613675.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -613746.062500 Penalty: 3049.649658
	Iteration 14Q: 3 clusters Score -613746.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -613806.937500 Penalty: 3049.649658
	Iteration 15Q: 3 clusters Score -613806.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -613866.125000 Penalty: 3049.649658
	Iteration 16Q: 3 clusters Score -613866.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -613920.625000 Penalty: 3049.649658
	Iteration 17Q: 3 clusters Score -613920.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -613972.187500 Penalty: 3049.649658
	Iteration 18Q: 3 clusters Score -613972.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -614006.187500 Penalty: 3049.649658
	Iteration 19Q: 3 clusters Score -614006.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -614039.562500 Penalty: 3049.649658
	Iteration 20F: 3 clusters Score -614039.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -614079.875000 Penalty: 3049.649658
	Iteration 21Q: 3 clusters Score -614079.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -614111.625000 Penalty: 3049.649658
	Iteration 22Q: 3 clusters Score -614111.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -614147.562500 Penalty: 3049.649658
	Iteration 23Q: 3 clusters Score -614147.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -614177.500000 Penalty: 3049.649658
	Iteration 24Q: 3 clusters Score -614177.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -614195.125000 Penalty: 3049.649658
	Iteration 25Q: 3 clusters Score -614195.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -614208.312500 Penalty: 3049.649658
	Iteration 26Q: 3 clusters Score -614208.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -614224.562500 Penalty: 3049.649658
	Iteration 27Q: 3 clusters Score -614224.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -614239.125000 Penalty: 3049.649658
	Iteration 28Q: 3 clusters Score -614239.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -614258.312500 Penalty: 3049.649658
	Iteration 29Q: 3 clusters Score -614258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -614270.125000 Penalty: 3049.649658
	Iteration 30Q: 3 clusters Score -614270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -614279.812500 Penalty: 3049.649658
	Iteration 31Q: 3 clusters Score -614279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -614287.000000 Penalty: 3049.649658
	Iteration 32Q: 3 clusters Score -614287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -614298.250000 Penalty: 3049.649658
	Iteration 33Q: 3 clusters Score -614298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -614308.187500 Penalty: 3049.649658
	Iteration 34Q: 3 clusters Score -614308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -614316.250000 Penalty: 3049.649658
	Iteration 35Q: 3 clusters Score -614316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -614326.625000 Penalty: 3049.649658
	Iteration 36Q: 3 clusters Score -614326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -614331.937500 Penalty: 3049.649658
	Iteration 37Q: 3 clusters Score -614331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -614340.062500 Penalty: 3049.649658
	Iteration 38Q: 3 clusters Score -614340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -614350.187500 Penalty: 3049.649658
	Iteration 39Q: 3 clusters Score -614350.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -614362.500000 Penalty: 3049.649658
	Iteration 40F: 3 clusters Score -614362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -614374.750000 Penalty: 3049.649658
	Iteration 41Q: 3 clusters Score -614374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -614392.000000 Penalty: 3049.649658
	Iteration 42Q: 3 clusters Score -614392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -614405.687500 Penalty: 3049.649658
	Iteration 43Q: 3 clusters Score -614405.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -614418.312500 Penalty: 3049.649658
	Iteration 44Q: 3 clusters Score -614418.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -614421.187500 Penalty: 3049.649658
	Iteration 45Q: 3 clusters Score -614421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -614422.375000 Penalty: 3049.649658
	Iteration 46Q: 3 clusters Score -614422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -614423.000000 Penalty: 3049.649658
	Iteration 47Q: 3 clusters Score -614423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -614423.000000 Penalty: 3049.649658
	Iteration 48F: 3 clusters Score -614423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (204271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204271 members 
Entering Unmasked Estep 
Score: -10659290.000000 Penalty: 1986.920410
	Iteration 0F: 2 clusters Score -1.065929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -10521743.000000 Penalty: 3973.840820
	Iteration 0F: 3 clusters Score -1.052174e+07 nChanged 99332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -10579645.000000 Penalty: 3973.840820
	Iteration 1F: 3 clusters Score -1.057964e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -10580306.000000 Penalty: 3973.840820
	Iteration 2Q: 3 clusters Score -1.058031e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 110771 members 
Entering Unmasked Estep 
Score: -10581243.000000 Penalty: 3973.840820
	Iteration 3Q: 3 clusters Score -1.058124e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -10582760.000000 Penalty: 3973.840820
	Iteration 4Q: 3 clusters Score -1.058276e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -10585890.000000 Penalty: 3973.840820
	Iteration 5Q: 3 clusters Score -1.058589e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 134145 members 
Entering Unmasked Estep 
Score: -10592196.000000 Penalty: 3973.840820
	Iteration 6F: 3 clusters Score -1.05922e+07 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 150276 members 
Entering Unmasked Estep 
Score: -10604192.000000 Penalty: 3973.840820
	Iteration 7F: 3 clusters Score -1.060419e+07 nChanged 19806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -10622717.000000 Penalty: 3973.840820
	Iteration 8F: 3 clusters Score -1.062272e+07 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 188319 members 
Entering Unmasked Estep 
Score: -10641421.000000 Penalty: 3973.840820
	Iteration 9F: 3 clusters Score -1.064142e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 199190 members 
Entering Unmasked Estep 
Score: -10652484.000000 Penalty: 3973.840820
	Iteration 10F: 3 clusters Score -1.065248e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 203085 members 
Entering Unmasked Estep 
Score: -10656333.000000 Penalty: 3973.840820
	Iteration 11Q: 3 clusters Score -1.065633e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203960 members 
Entering Unmasked Estep 
Score: -10657145.000000 Penalty: 3973.840820
	Iteration 12Q: 3 clusters Score -1.065714e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 204111 members 
Entering Unmasked Estep 
Score: -10657353.000000 Penalty: 3973.840820
	Iteration 13Q: 3 clusters Score -1.065735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 204141 members 
Entering Unmasked Estep 
Score: -10657420.000000 Penalty: 3973.840820
	Iteration 14Q: 3 clusters Score -1.065742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204148 members 
Entering Unmasked Estep 
Score: -10657434.000000 Penalty: 3973.840820
	Iteration 15Q: 3 clusters Score -1.065743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 204146 members 
Entering Unmasked Estep 
Score: -10657446.000000 Penalty: 3973.840820
	Iteration 16Q: 3 clusters Score -1.065745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 204150 members 
Entering Unmasked Estep 
Score: -10657448.000000 Penalty: 3973.840820
	Iteration 17Q: 3 clusters Score -1.065745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 204153 members 
Entering Unmasked Estep 
Score: -10657460.000000 Penalty: 3973.840820
	Iteration 18Q: 3 clusters Score -1.065746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -10657472.000000 Penalty: 3973.840820
	Iteration 19Q: 3 clusters Score -1.065747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -10657472.000000 Penalty: 3973.840820
	Iteration 20F: 3 clusters Score -1.065747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -820540.000000 Penalty: 1567.171753
	Iteration 0F: 2 clusters Score -820540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -809851.687500 Penalty: 3134.343506
	Iteration 0F: 3 clusters Score -809851.7 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -813557.812500 Penalty: 3134.343506
	Iteration 1F: 3 clusters Score -813557.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -813810.250000 Penalty: 3134.343506
	Iteration 2F: 3 clusters Score -813810.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -814037.500000 Penalty: 3134.343506
	Iteration 3Q: 3 clusters Score -814037.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -814293.937500 Penalty: 3134.343506
	Iteration 4Q: 3 clusters Score -814293.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -814581.062500 Penalty: 3134.343506
	Iteration 5Q: 3 clusters Score -814581.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -814931.125000 Penalty: 3134.343506
	Iteration 6Q: 3 clusters Score -814931.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -815334.187500 Penalty: 3134.343506
	Iteration 7Q: 3 clusters Score -815334.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -815841.937500 Penalty: 3134.343506
	Iteration 8Q: 3 clusters Score -815841.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -816352.500000 Penalty: 3134.343506
	Iteration 9Q: 3 clusters Score -816352.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -816848.750000 Penalty: 3134.343506
	Iteration 10Q: 3 clusters Score -816848.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -817294.375000 Penalty: 3134.343506
	Iteration 11Q: 3 clusters Score -817294.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -817622.437500 Penalty: 3134.343506
	Iteration 12Q: 3 clusters Score -817622.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -817843.687500 Penalty: 3134.343506
	Iteration 13Q: 3 clusters Score -817843.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -817992.500000 Penalty: 3134.343506
	Iteration 14Q: 3 clusters Score -817992.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -818100.937500 Penalty: 3134.343506
	Iteration 15Q: 3 clusters Score -818100.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -818193.625000 Penalty: 3134.343506
	Iteration 16Q: 3 clusters Score -818193.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -818264.625000 Penalty: 3134.343506
	Iteration 17Q: 3 clusters Score -818264.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -818314.562500 Penalty: 3134.343506
	Iteration 18Q: 3 clusters Score -818314.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -818374.937500 Penalty: 3134.343506
	Iteration 19Q: 3 clusters Score -818374.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -818421.562500 Penalty: 3134.343506
	Iteration 20F: 3 clusters Score -818421.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -818479.250000 Penalty: 3134.343506
	Iteration 21Q: 3 clusters Score -818479.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -818530.437500 Penalty: 3134.343506
	Iteration 22Q: 3 clusters Score -818530.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -818561.875000 Penalty: 3134.343506
	Iteration 23Q: 3 clusters Score -818561.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -818606.375000 Penalty: 3134.343506
	Iteration 24Q: 3 clusters Score -818606.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -818643.750000 Penalty: 3134.343506
	Iteration 25Q: 3 clusters Score -818643.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -818671.625000 Penalty: 3134.343506
	Iteration 26Q: 3 clusters Score -818671.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -818698.812500 Penalty: 3134.343506
	Iteration 27Q: 3 clusters Score -818698.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -818719.875000 Penalty: 3134.343506
	Iteration 28Q: 3 clusters Score -818719.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -818746.375000 Penalty: 3134.343506
	Iteration 29Q: 3 clusters Score -818746.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -818766.500000 Penalty: 3134.343506
	Iteration 30Q: 3 clusters Score -818766.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -818784.687500 Penalty: 3134.343506
	Iteration 31Q: 3 clusters Score -818784.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -818806.812500 Penalty: 3134.343506
	Iteration 32Q: 3 clusters Score -818806.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -818818.437500 Penalty: 3134.343506
	Iteration 33Q: 3 clusters Score -818818.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -818834.062500 Penalty: 3134.343506
	Iteration 34Q: 3 clusters Score -818834.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -818849.250000 Penalty: 3134.343506
	Iteration 35Q: 3 clusters Score -818849.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -818861.937500 Penalty: 3134.343506
	Iteration 36Q: 3 clusters Score -818861.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -818887.312500 Penalty: 3134.343506
	Iteration 37Q: 3 clusters Score -818887.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -818905.312500 Penalty: 3134.343506
	Iteration 38Q: 3 clusters Score -818905.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -818926.687500 Penalty: 3134.343506
	Iteration 39Q: 3 clusters Score -818926.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -818946.812500 Penalty: 3134.343506
	Iteration 40F: 3 clusters Score -818946.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -818962.937500 Penalty: 3134.343506
	Iteration 41Q: 3 clusters Score -818962.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -818976.000000 Penalty: 3134.343506
	Iteration 42Q: 3 clusters Score -818976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -818986.875000 Penalty: 3134.343506
	Iteration 43Q: 3 clusters Score -818986.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -818999.000000 Penalty: 3134.343506
	Iteration 44Q: 3 clusters Score -818999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -819015.250000 Penalty: 3134.343506
	Iteration 45Q: 3 clusters Score -819015.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -819028.750000 Penalty: 3134.343506
	Iteration 46Q: 3 clusters Score -819028.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -819040.875000 Penalty: 3134.343506
	Iteration 47Q: 3 clusters Score -819040.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -819054.500000 Penalty: 3134.343506
	Iteration 48Q: 3 clusters Score -819054.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -819061.375000 Penalty: 3134.343506
	Iteration 49Q: 3 clusters Score -819061.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -819066.000000 Penalty: 3134.343506
	Iteration 50Q: 3 clusters Score -819066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -819071.687500 Penalty: 3134.343506
	Iteration 51Q: 3 clusters Score -819071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -819080.625000 Penalty: 3134.343506
	Iteration 52Q: 3 clusters Score -819080.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -819087.625000 Penalty: 3134.343506
	Iteration 53Q: 3 clusters Score -819087.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -819098.437500 Penalty: 3134.343506
	Iteration 54Q: 3 clusters Score -819098.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -819109.312500 Penalty: 3134.343506
	Iteration 55Q: 3 clusters Score -819109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -819119.312500 Penalty: 3134.343506
	Iteration 56Q: 3 clusters Score -819119.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -819124.937500 Penalty: 3134.343506
	Iteration 57Q: 3 clusters Score -819124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -819131.625000 Penalty: 3134.343506
	Iteration 58Q: 3 clusters Score -819131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -819137.125000 Penalty: 3134.343506
	Iteration 59Q: 3 clusters Score -819137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -819138.562500 Penalty: 3134.343506
	Iteration 60F: 3 clusters Score -819138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -819142.375000 Penalty: 3134.343506
	Iteration 61Q: 3 clusters Score -819142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -819146.562500 Penalty: 3134.343506
	Iteration 62Q: 3 clusters Score -819146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -819149.625000 Penalty: 3134.343506
	Iteration 63Q: 3 clusters Score -819149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -819156.562500 Penalty: 3134.343506
	Iteration 64Q: 3 clusters Score -819156.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -819158.062500 Penalty: 3134.343506
	Iteration 65Q: 3 clusters Score -819158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -819165.687500 Penalty: 3134.343506
	Iteration 66Q: 3 clusters Score -819165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -819170.562500 Penalty: 3134.343506
	Iteration 67Q: 3 clusters Score -819170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -819175.125000 Penalty: 3134.343506
	Iteration 68Q: 3 clusters Score -819175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -819179.125000 Penalty: 3134.343506
	Iteration 69Q: 3 clusters Score -819179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -819181.937500 Penalty: 3134.343506
	Iteration 70Q: 3 clusters Score -819181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -819183.875000 Penalty: 3134.343506
	Iteration 71Q: 3 clusters Score -819183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -819184.375000 Penalty: 3134.343506
	Iteration 72Q: 3 clusters Score -819184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -819184.062500 Penalty: 3134.343506
	Iteration 73Q: 3 clusters Score -819184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -819186.250000 Penalty: 3134.343506
	Iteration 74Q: 3 clusters Score -819186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -819186.625000 Penalty: 3134.343506
	Iteration 75Q: 3 clusters Score -819186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -819186.625000 Penalty: 3134.343506
	Iteration 76F: 3 clusters Score -819186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Entering Unmasked Estep 
Score: -3424687.750000 Penalty: 1802.880371
	Iteration 0F: 2 clusters Score -3424688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3380716.500000 Penalty: 3605.760742
	Iteration 0F: 3 clusters Score -3380716 nChanged 31248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3398531.250000 Penalty: 3605.760742
	Iteration 1F: 3 clusters Score -3398531 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -3399140.250000 Penalty: 3605.760742
	Iteration 2Q: 3 clusters Score -3399140 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -3399863.500000 Penalty: 3605.760742
	Iteration 3Q: 3 clusters Score -3399864 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -3400755.750000 Penalty: 3605.760742
	Iteration 4Q: 3 clusters Score -3400756 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -3401978.000000 Penalty: 3605.760742
	Iteration 5Q: 3 clusters Score -3401978 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -3403696.500000 Penalty: 3605.760742
	Iteration 6Q: 3 clusters Score -3403696 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -3406097.500000 Penalty: 3605.760742
	Iteration 7F: 3 clusters Score -3406098 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -3408953.500000 Penalty: 3605.760742
	Iteration 8F: 3 clusters Score -3408954 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -3411815.500000 Penalty: 3605.760742
	Iteration 9F: 3 clusters Score -3411816 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -3414129.250000 Penalty: 3605.760742
	Iteration 10Q: 3 clusters Score -3414129 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -3415776.250000 Penalty: 3605.760742
	Iteration 11Q: 3 clusters Score -3415776 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -3416888.750000 Penalty: 3605.760742
	Iteration 12Q: 3 clusters Score -3416889 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -3417731.250000 Penalty: 3605.760742
	Iteration 13Q: 3 clusters Score -3417731 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -3418512.000000 Penalty: 3605.760742
	Iteration 14Q: 3 clusters Score -3418512 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -3419281.000000 Penalty: 3605.760742
	Iteration 15Q: 3 clusters Score -3419281 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -3419976.250000 Penalty: 3605.760742
	Iteration 16Q: 3 clusters Score -3419976 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -3420590.750000 Penalty: 3605.760742
	Iteration 17Q: 3 clusters Score -3420591 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -3421174.250000 Penalty: 3605.760742
	Iteration 18Q: 3 clusters Score -3421174 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -3421678.500000 Penalty: 3605.760742
	Iteration 19Q: 3 clusters Score -3421678 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -3422050.000000 Penalty: 3605.760742
	Iteration 20F: 3 clusters Score -3422050 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -3422357.500000 Penalty: 3605.760742
	Iteration 21Q: 3 clusters Score -3422358 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -3422577.250000 Penalty: 3605.760742
	Iteration 22Q: 3 clusters Score -3422577 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -3422746.000000 Penalty: 3605.760742
	Iteration 23Q: 3 clusters Score -3422746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -3422866.000000 Penalty: 3605.760742
	Iteration 24Q: 3 clusters Score -3422866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -3422963.000000 Penalty: 3605.760742
	Iteration 25Q: 3 clusters Score -3422963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -3423008.750000 Penalty: 3605.760742
	Iteration 26Q: 3 clusters Score -3423009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -3423053.750000 Penalty: 3605.760742
	Iteration 27Q: 3 clusters Score -3423054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -3423081.500000 Penalty: 3605.760742
	Iteration 28Q: 3 clusters Score -3423082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -3423095.500000 Penalty: 3605.760742
	Iteration 29Q: 3 clusters Score -3423096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -3423110.750000 Penalty: 3605.760742
	Iteration 30Q: 3 clusters Score -3423111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -3423118.000000 Penalty: 3605.760742
	Iteration 31Q: 3 clusters Score -3423118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -3423126.750000 Penalty: 3605.760742
	Iteration 32Q: 3 clusters Score -3423127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -3423136.500000 Penalty: 3605.760742
	Iteration 33Q: 3 clusters Score -3423136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -3423148.000000 Penalty: 3605.760742
	Iteration 34Q: 3 clusters Score -3423148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -3423154.750000 Penalty: 3605.760742
	Iteration 35Q: 3 clusters Score -3423155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -3423166.250000 Penalty: 3605.760742
	Iteration 36Q: 3 clusters Score -3423166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -3423173.250000 Penalty: 3605.760742
	Iteration 37Q: 3 clusters Score -3423173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -3423175.250000 Penalty: 3605.760742
	Iteration 38Q: 3 clusters Score -3423175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -3423176.250000 Penalty: 3605.760742
	Iteration 39Q: 3 clusters Score -3423176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -3423177.750000 Penalty: 3605.760742
	Iteration 40F: 3 clusters Score -3423178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -3423178.250000 Penalty: 3605.760742
	Iteration 41Q: 3 clusters Score -3423178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -3423182.000000 Penalty: 3605.760742
	Iteration 42Q: 3 clusters Score -3423182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -3423183.750000 Penalty: 3605.760742
	Iteration 43Q: 3 clusters Score -3423184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -3423180.750000 Penalty: 3605.760742
	Iteration 44Q: 3 clusters Score -3423181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -3423187.500000 Penalty: 3605.760742
	Iteration 45Q: 3 clusters Score -3423188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -3423196.750000 Penalty: 3605.760742
	Iteration 46Q: 3 clusters Score -3423197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -3423200.500000 Penalty: 3605.760742
	Iteration 47Q: 3 clusters Score -3423200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -3423202.250000 Penalty: 3605.760742
	Iteration 48Q: 3 clusters Score -3423202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -3423205.250000 Penalty: 3605.760742
	Iteration 49Q: 3 clusters Score -3423205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -3423201.750000 Penalty: 3605.760742
	Iteration 50Q: 3 clusters Score -3423202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -3423203.500000 Penalty: 3605.760742
	Iteration 51Q: 3 clusters Score -3423204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -3423202.000000 Penalty: 3605.760742
	Iteration 52Q: 3 clusters Score -3423202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -3423202.750000 Penalty: 3605.760742
	Iteration 53Q: 3 clusters Score -3423203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -3423202.750000 Penalty: 3605.760742
	Iteration 54F: 3 clusters Score -3423203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -184556.234375 Penalty: 1337.078735
	Iteration 0F: 2 clusters Score -184556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -181343.843750 Penalty: 2674.157471
	Iteration 0F: 3 clusters Score -181343.8 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -182118.734375 Penalty: 2674.157471
	Iteration 1F: 3 clusters Score -182118.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -182312.828125 Penalty: 2674.157471
	Iteration 2F: 3 clusters Score -182312.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -182475.359375 Penalty: 2674.157471
	Iteration 3F: 3 clusters Score -182475.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -182620.671875 Penalty: 2674.157471
	Iteration 4F: 3 clusters Score -182620.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -182772.328125 Penalty: 2674.157471
	Iteration 5F: 3 clusters Score -182772.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -182904.296875 Penalty: 2674.157471
	Iteration 6Q: 3 clusters Score -182904.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -183019.859375 Penalty: 2674.157471
	Iteration 7Q: 3 clusters Score -183019.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -183145.921875 Penalty: 2674.157471
	Iteration 8Q: 3 clusters Score -183145.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -183240.000000 Penalty: 2674.157471
	Iteration 9Q: 3 clusters Score -183240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -183308.015625 Penalty: 2674.157471
	Iteration 10Q: 3 clusters Score -183308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -183361.312500 Penalty: 2674.157471
	Iteration 11Q: 3 clusters Score -183361.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -183399.750000 Penalty: 2674.157471
	Iteration 12Q: 3 clusters Score -183399.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -183431.281250 Penalty: 2674.157471
	Iteration 13Q: 3 clusters Score -183431.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -183459.859375 Penalty: 2674.157471
	Iteration 14Q: 3 clusters Score -183459.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -183473.937500 Penalty: 2674.157471
	Iteration 15Q: 3 clusters Score -183473.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -183483.812500 Penalty: 2674.157471
	Iteration 16Q: 3 clusters Score -183483.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -183491.109375 Penalty: 2674.157471
	Iteration 17Q: 3 clusters Score -183491.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -183498.281250 Penalty: 2674.157471
	Iteration 18Q: 3 clusters Score -183498.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -183505.546875 Penalty: 2674.157471
	Iteration 19Q: 3 clusters Score -183505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -183513.187500 Penalty: 2674.157471
	Iteration 20F: 3 clusters Score -183513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -183519.234375 Penalty: 2674.157471
	Iteration 21Q: 3 clusters Score -183519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -183525.312500 Penalty: 2674.157471
	Iteration 22Q: 3 clusters Score -183525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -183527.250000 Penalty: 2674.157471
	Iteration 23Q: 3 clusters Score -183527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -183527.640625 Penalty: 2674.157471
	Iteration 24Q: 3 clusters Score -183527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -183527.921875 Penalty: 2674.157471
	Iteration 25Q: 3 clusters Score -183527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -183528.359375 Penalty: 2674.157471
	Iteration 26Q: 3 clusters Score -183528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -183528.359375 Penalty: 2674.157471
	Iteration 27F: 3 clusters Score -183528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Entering Unmasked Estep 
Score: -3505223.500000 Penalty: 1806.083008
	Iteration 0F: 2 clusters Score -3505224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -3460278.750000 Penalty: 3612.166016
	Iteration 0F: 3 clusters Score -3460279 nChanged 31768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3478477.250000 Penalty: 3612.166016
	Iteration 1F: 3 clusters Score -3478477 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -3479300.000000 Penalty: 3612.166016
	Iteration 2Q: 3 clusters Score -3479300 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -3480566.750000 Penalty: 3612.166016
	Iteration 3Q: 3 clusters Score -3480567 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -3482670.500000 Penalty: 3612.166016
	Iteration 4F: 3 clusters Score -3482670 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -3486024.000000 Penalty: 3612.166016
	Iteration 5F: 3 clusters Score -3486024 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -3490643.250000 Penalty: 3612.166016
	Iteration 6F: 3 clusters Score -3490643 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -3495699.500000 Penalty: 3612.166016
	Iteration 7F: 3 clusters Score -3495700 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -3499733.000000 Penalty: 3612.166016
	Iteration 8F: 3 clusters Score -3499733 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -3501931.500000 Penalty: 3612.166016
	Iteration 9Q: 3 clusters Score -3501932 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -3502896.000000 Penalty: 3612.166016
	Iteration 10Q: 3 clusters Score -3502896 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -3503286.500000 Penalty: 3612.166016
	Iteration 11Q: 3 clusters Score -3503286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -3503446.250000 Penalty: 3612.166016
	Iteration 12Q: 3 clusters Score -3503446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -3503525.000000 Penalty: 3612.166016
	Iteration 13Q: 3 clusters Score -3503525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -3503573.000000 Penalty: 3612.166016
	Iteration 14Q: 3 clusters Score -3503573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -3503608.500000 Penalty: 3612.166016
	Iteration 15Q: 3 clusters Score -3503608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -3503653.250000 Penalty: 3612.166016
	Iteration 16Q: 3 clusters Score -3503653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -3503678.250000 Penalty: 3612.166016
	Iteration 17Q: 3 clusters Score -3503678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -3503688.500000 Penalty: 3612.166016
	Iteration 18Q: 3 clusters Score -3503688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -3503703.000000 Penalty: 3612.166016
	Iteration 19Q: 3 clusters Score -3503703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -3503702.500000 Penalty: 3612.166016
	Iteration 20F: 3 clusters Score -3503702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -3503711.750000 Penalty: 3612.166016
	Iteration 21Q: 3 clusters Score -3503712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -3503717.000000 Penalty: 3612.166016
	Iteration 22Q: 3 clusters Score -3503717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -3503726.000000 Penalty: 3612.166016
	Iteration 23Q: 3 clusters Score -3503726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -3503734.750000 Penalty: 3612.166016
	Iteration 24Q: 3 clusters Score -3503735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -3503739.500000 Penalty: 3612.166016
	Iteration 25Q: 3 clusters Score -3503740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -3503741.500000 Penalty: 3612.166016
	Iteration 26Q: 3 clusters Score -3503742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -3503741.000000 Penalty: 3612.166016
	Iteration 27Q: 3 clusters Score -3503741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -3503741.750000 Penalty: 3612.166016
	Iteration 28Q: 3 clusters Score -3503742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -3503745.000000 Penalty: 3612.166016
	Iteration 29Q: 3 clusters Score -3503745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -3503748.500000 Penalty: 3612.166016
	Iteration 30Q: 3 clusters Score -3503748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -3503746.750000 Penalty: 3612.166016
	Iteration 31Q: 3 clusters Score -3503747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -3503750.250000 Penalty: 3612.166016
	Iteration 32Q: 3 clusters Score -3503750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -3503750.500000 Penalty: 3612.166016
	Iteration 33Q: 3 clusters Score -3503750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -3503749.750000 Penalty: 3612.166016
	Iteration 34Q: 3 clusters Score -3503750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -3503749.750000 Penalty: 3612.166016
	Iteration 35F: 3 clusters Score -3503750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Entering Unmasked Estep 
Score: -1002103.250000 Penalty: 1600.029541
	Iteration 0F: 2 clusters Score -1002103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -989129.312500 Penalty: 3200.059082
	Iteration 0F: 3 clusters Score -989129.3 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -993896.625000 Penalty: 3200.059082
	Iteration 1F: 3 clusters Score -993896.6 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -994345.562500 Penalty: 3200.059082
	Iteration 2F: 3 clusters Score -994345.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -994808.437500 Penalty: 3200.059082
	Iteration 3F: 3 clusters Score -994808.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -995267.062500 Penalty: 3200.059082
	Iteration 4Q: 3 clusters Score -995267.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -995763.750000 Penalty: 3200.059082
	Iteration 5Q: 3 clusters Score -995763.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -996264.875000 Penalty: 3200.059082
	Iteration 6Q: 3 clusters Score -996264.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -996884.187500 Penalty: 3200.059082
	Iteration 7Q: 3 clusters Score -996884.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -997540.062500 Penalty: 3200.059082
	Iteration 8Q: 3 clusters Score -997540.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -998123.500000 Penalty: 3200.059082
	Iteration 9Q: 3 clusters Score -998123.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -998674.125000 Penalty: 3200.059082
	Iteration 10Q: 3 clusters Score -998674.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -999188.375000 Penalty: 3200.059082
	Iteration 11Q: 3 clusters Score -999188.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -999630.125000 Penalty: 3200.059082
	Iteration 12Q: 3 clusters Score -999630.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -999962.812500 Penalty: 3200.059082
	Iteration 13Q: 3 clusters Score -999962.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1000187.500000 Penalty: 3200.059082
	Iteration 14Q: 3 clusters Score -1000188 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1000329.375000 Penalty: 3200.059082
	Iteration 15Q: 3 clusters Score -1000329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1000441.500000 Penalty: 3200.059082
	Iteration 16Q: 3 clusters Score -1000442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1000515.312500 Penalty: 3200.059082
	Iteration 17Q: 3 clusters Score -1000515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1000569.625000 Penalty: 3200.059082
	Iteration 18Q: 3 clusters Score -1000570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1000598.750000 Penalty: 3200.059082
	Iteration 19Q: 3 clusters Score -1000599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1000617.812500 Penalty: 3200.059082
	Iteration 20F: 3 clusters Score -1000618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1000627.812500 Penalty: 3200.059082
	Iteration 21Q: 3 clusters Score -1000628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1000638.500000 Penalty: 3200.059082
	Iteration 22Q: 3 clusters Score -1000638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1000645.375000 Penalty: 3200.059082
	Iteration 23Q: 3 clusters Score -1000645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1000654.875000 Penalty: 3200.059082
	Iteration 24Q: 3 clusters Score -1000655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1000659.750000 Penalty: 3200.059082
	Iteration 25Q: 3 clusters Score -1000660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1000664.500000 Penalty: 3200.059082
	Iteration 26Q: 3 clusters Score -1000664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1000671.562500 Penalty: 3200.059082
	Iteration 27Q: 3 clusters Score -1000672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1000676.187500 Penalty: 3200.059082
	Iteration 28Q: 3 clusters Score -1000676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1000681.500000 Penalty: 3200.059082
	Iteration 29Q: 3 clusters Score -1000682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1000682.562500 Penalty: 3200.059082
	Iteration 30Q: 3 clusters Score -1000683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1000682.375000 Penalty: 3200.059082
	Iteration 31Q: 3 clusters Score -1000682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1000684.312500 Penalty: 3200.059082
	Iteration 32Q: 3 clusters Score -1000684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1000686.250000 Penalty: 3200.059082
	Iteration 33Q: 3 clusters Score -1000686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1000686.437500 Penalty: 3200.059082
	Iteration 34Q: 3 clusters Score -1000686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1000688.500000 Penalty: 3200.059082
	Iteration 35Q: 3 clusters Score -1000688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1000688.937500 Penalty: 3200.059082
	Iteration 36Q: 3 clusters Score -1000689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1000688.937500 Penalty: 3200.059082
	Iteration 37F: 3 clusters Score -1000689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -272145.031250 Penalty: 1414.238892
	Iteration 0F: 2 clusters Score -272145 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 3052 members 
Entering Unmasked Estep 
Score: -267537.781250 Penalty: 2828.477783
	Iteration 0F: 3 clusters Score -267537.8 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -268944.125000 Penalty: 2828.477783
	Iteration 1F: 3 clusters Score -268944.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -269139.750000 Penalty: 2828.477783
	Iteration 2F: 3 clusters Score -269139.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -269272.656250 Penalty: 2828.477783
	Iteration 3Q: 3 clusters Score -269272.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -269386.531250 Penalty: 2828.477783
	Iteration 4Q: 3 clusters Score -269386.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -269476.593750 Penalty: 2828.477783
	Iteration 5Q: 3 clusters Score -269476.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -269565.562500 Penalty: 2828.477783
	Iteration 6Q: 3 clusters Score -269565.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -269660.000000 Penalty: 2828.477783
	Iteration 7Q: 3 clusters Score -269660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -269757.156250 Penalty: 2828.477783
	Iteration 8Q: 3 clusters Score -269757.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -269868.781250 Penalty: 2828.477783
	Iteration 9Q: 3 clusters Score -269868.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -269969.343750 Penalty: 2828.477783
	Iteration 10Q: 3 clusters Score -269969.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -270058.687500 Penalty: 2828.477783
	Iteration 11Q: 3 clusters Score -270058.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -270156.312500 Penalty: 2828.477783
	Iteration 12Q: 3 clusters Score -270156.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -270237.656250 Penalty: 2828.477783
	Iteration 13Q: 3 clusters Score -270237.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -270309.187500 Penalty: 2828.477783
	Iteration 14Q: 3 clusters Score -270309.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -270377.062500 Penalty: 2828.477783
	Iteration 15Q: 3 clusters Score -270377.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -270431.125000 Penalty: 2828.477783
	Iteration 16Q: 3 clusters Score -270431.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -270470.875000 Penalty: 2828.477783
	Iteration 17Q: 3 clusters Score -270470.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -270499.750000 Penalty: 2828.477783
	Iteration 18Q: 3 clusters Score -270499.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -270519.500000 Penalty: 2828.477783
	Iteration 19Q: 3 clusters Score -270519.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -270534.062500 Penalty: 2828.477783
	Iteration 20F: 3 clusters Score -270534.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -270545.718750 Penalty: 2828.477783
	Iteration 21Q: 3 clusters Score -270545.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -270558.125000 Penalty: 2828.477783
	Iteration 22Q: 3 clusters Score -270558.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -270574.062500 Penalty: 2828.477783
	Iteration 23Q: 3 clusters Score -270574.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -270596.562500 Penalty: 2828.477783
	Iteration 24Q: 3 clusters Score -270596.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -270621.093750 Penalty: 2828.477783
	Iteration 25Q: 3 clusters Score -270621.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -270650.468750 Penalty: 2828.477783
	Iteration 26Q: 3 clusters Score -270650.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -270674.531250 Penalty: 2828.477783
	Iteration 27Q: 3 clusters Score -270674.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -270704.718750 Penalty: 2828.477783
	Iteration 28Q: 3 clusters Score -270704.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -270732.750000 Penalty: 2828.477783
	Iteration 29Q: 3 clusters Score -270732.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -270767.187500 Penalty: 2828.477783
	Iteration 30Q: 3 clusters Score -270767.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -270808.125000 Penalty: 2828.477783
	Iteration 31Q: 3 clusters Score -270808.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -270855.156250 Penalty: 2828.477783
	Iteration 32Q: 3 clusters Score -270855.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -270902.750000 Penalty: 2828.477783
	Iteration 33Q: 3 clusters Score -270902.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -270946.156250 Penalty: 2828.477783
	Iteration 34Q: 3 clusters Score -270946.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -270993.875000 Penalty: 2828.477783
	Iteration 35Q: 3 clusters Score -270993.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -271025.718750 Penalty: 2828.477783
	Iteration 36Q: 3 clusters Score -271025.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -271054.843750 Penalty: 2828.477783
	Iteration 37Q: 3 clusters Score -271054.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -271082.093750 Penalty: 2828.477783
	Iteration 38Q: 3 clusters Score -271082.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -271098.562500 Penalty: 2828.477783
	Iteration 39Q: 3 clusters Score -271098.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -271109.218750 Penalty: 2828.477783
	Iteration 40F: 3 clusters Score -271109.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -271117.750000 Penalty: 2828.477783
	Iteration 41Q: 3 clusters Score -271117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -271124.625000 Penalty: 2828.477783
	Iteration 42Q: 3 clusters Score -271124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -271128.968750 Penalty: 2828.477783
	Iteration 43Q: 3 clusters Score -271129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -271133.656250 Penalty: 2828.477783
	Iteration 44Q: 3 clusters Score -271133.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -271139.781250 Penalty: 2828.477783
	Iteration 45Q: 3 clusters Score -271139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -271145.375000 Penalty: 2828.477783
	Iteration 46Q: 3 clusters Score -271145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -271150.906250 Penalty: 2828.477783
	Iteration 47Q: 3 clusters Score -271150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -271155.593750 Penalty: 2828.477783
	Iteration 48Q: 3 clusters Score -271155.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -271160.437500 Penalty: 2828.477783
	Iteration 49Q: 3 clusters Score -271160.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -271163.093750 Penalty: 2828.477783
	Iteration 50Q: 3 clusters Score -271163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -271165.406250 Penalty: 2828.477783
	Iteration 51Q: 3 clusters Score -271165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -271166.937500 Penalty: 2828.477783
	Iteration 52Q: 3 clusters Score -271166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -271169.500000 Penalty: 2828.477783
	Iteration 53Q: 3 clusters Score -271169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -271170.468750 Penalty: 2828.477783
	Iteration 54Q: 3 clusters Score -271170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -271171.250000 Penalty: 2828.477783
	Iteration 55Q: 3 clusters Score -271171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -271172.343750 Penalty: 2828.477783
	Iteration 56Q: 3 clusters Score -271172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -271174.250000 Penalty: 2828.477783
	Iteration 57Q: 3 clusters Score -271174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -271174.937500 Penalty: 2828.477783
	Iteration 58Q: 3 clusters Score -271174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -271174.718750 Penalty: 2828.477783
	Iteration 59Q: 3 clusters Score -271174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -271175.968750 Penalty: 2828.477783
	Iteration 60F: 3 clusters Score -271176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -271175.187500 Penalty: 2828.477783
	Iteration 61Q: 3 clusters Score -271175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -271175.187500 Penalty: 2828.477783
	Iteration 62F: 3 clusters Score -271175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Entering Unmasked Estep 
Score: -2834140.500000 Penalty: 1772.813110
	Iteration 0F: 2 clusters Score -2834140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -2797583.750000 Penalty: 3545.626221
	Iteration 0F: 3 clusters Score -2797584 nChanged 25744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2812063.250000 Penalty: 3545.626221
	Iteration 1F: 3 clusters Score -2812063 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -2812479.000000 Penalty: 3545.626221
	Iteration 2Q: 3 clusters Score -2812479 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -2812906.000000 Penalty: 3545.626221
	Iteration 3Q: 3 clusters Score -2812906 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -2813511.500000 Penalty: 3545.626221
	Iteration 4Q: 3 clusters Score -2813512 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -2814356.000000 Penalty: 3545.626221
	Iteration 5Q: 3 clusters Score -2814356 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -2815737.000000 Penalty: 3545.626221
	Iteration 6F: 3 clusters Score -2815737 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -2817997.000000 Penalty: 3545.626221
	Iteration 7F: 3 clusters Score -2817997 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -2821308.000000 Penalty: 3545.626221
	Iteration 8F: 3 clusters Score -2821308 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -2825197.250000 Penalty: 3545.626221
	Iteration 9F: 3 clusters Score -2825197 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -2828511.000000 Penalty: 3545.626221
	Iteration 10F: 3 clusters Score -2828511 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -2830531.750000 Penalty: 3545.626221
	Iteration 11Q: 3 clusters Score -2830532 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -2831541.000000 Penalty: 3545.626221
	Iteration 12Q: 3 clusters Score -2831541 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -2831963.500000 Penalty: 3545.626221
	Iteration 13Q: 3 clusters Score -2831964 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -2832161.000000 Penalty: 3545.626221
	Iteration 14Q: 3 clusters Score -2832161 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -2832282.500000 Penalty: 3545.626221
	Iteration 15Q: 3 clusters Score -2832282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -2832344.250000 Penalty: 3545.626221
	Iteration 16Q: 3 clusters Score -2832344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -2832395.750000 Penalty: 3545.626221
	Iteration 17Q: 3 clusters Score -2832396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -2832425.750000 Penalty: 3545.626221
	Iteration 18Q: 3 clusters Score -2832426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -2832459.750000 Penalty: 3545.626221
	Iteration 19Q: 3 clusters Score -2832460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -2832500.500000 Penalty: 3545.626221
	Iteration 20F: 3 clusters Score -2832500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -2832531.250000 Penalty: 3545.626221
	Iteration 21Q: 3 clusters Score -2832531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -2832552.750000 Penalty: 3545.626221
	Iteration 22Q: 3 clusters Score -2832553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -2832575.500000 Penalty: 3545.626221
	Iteration 23Q: 3 clusters Score -2832576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -2832586.750000 Penalty: 3545.626221
	Iteration 24Q: 3 clusters Score -2832587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -2832599.250000 Penalty: 3545.626221
	Iteration 25Q: 3 clusters Score -2832599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -2832617.500000 Penalty: 3545.626221
	Iteration 26Q: 3 clusters Score -2832618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -2832620.250000 Penalty: 3545.626221
	Iteration 27Q: 3 clusters Score -2832620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -2832625.500000 Penalty: 3545.626221
	Iteration 28Q: 3 clusters Score -2832626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -2832631.000000 Penalty: 3545.626221
	Iteration 29Q: 3 clusters Score -2832631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -2832634.000000 Penalty: 3545.626221
	Iteration 30Q: 3 clusters Score -2832634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -2832632.000000 Penalty: 3545.626221
	Iteration 31Q: 3 clusters Score -2832632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -2832635.750000 Penalty: 3545.626221
	Iteration 32Q: 3 clusters Score -2832636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -2832639.000000 Penalty: 3545.626221
	Iteration 33Q: 3 clusters Score -2832639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -2832638.250000 Penalty: 3545.626221
	Iteration 34Q: 3 clusters Score -2832638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -2832641.500000 Penalty: 3545.626221
	Iteration 35Q: 3 clusters Score -2832642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -2832641.250000 Penalty: 3545.626221
	Iteration 36Q: 3 clusters Score -2832641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -2832641.250000 Penalty: 3545.626221
	Iteration 37F: 3 clusters Score -2832641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Entering Unmasked Estep 
Score: -1122157.250000 Penalty: 1618.770142
	Iteration 0F: 2 clusters Score -1122157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1107677.250000 Penalty: 3237.540283
	Iteration 0F: 3 clusters Score -1107677 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1113046.875000 Penalty: 3237.540283
	Iteration 1F: 3 clusters Score -1113047 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1113403.375000 Penalty: 3237.540283
	Iteration 2Q: 3 clusters Score -1113403 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1113718.750000 Penalty: 3237.540283
	Iteration 3Q: 3 clusters Score -1113719 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1114021.125000 Penalty: 3237.540283
	Iteration 4Q: 3 clusters Score -1114021 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1114374.625000 Penalty: 3237.540283
	Iteration 5Q: 3 clusters Score -1114375 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1114768.875000 Penalty: 3237.540283
	Iteration 6Q: 3 clusters Score -1114769 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1115286.750000 Penalty: 3237.540283
	Iteration 7Q: 3 clusters Score -1115287 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1115958.750000 Penalty: 3237.540283
	Iteration 8F: 3 clusters Score -1115959 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1116756.875000 Penalty: 3237.540283
	Iteration 9F: 3 clusters Score -1116757 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1117541.125000 Penalty: 3237.540283
	Iteration 10F: 3 clusters Score -1117541 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1118035.500000 Penalty: 3237.540283
	Iteration 11Q: 3 clusters Score -1118036 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1118303.500000 Penalty: 3237.540283
	Iteration 12Q: 3 clusters Score -1118304 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1118438.750000 Penalty: 3237.540283
	Iteration 13Q: 3 clusters Score -1118439 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1118515.750000 Penalty: 3237.540283
	Iteration 14Q: 3 clusters Score -1118516 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1118570.375000 Penalty: 3237.540283
	Iteration 15Q: 3 clusters Score -1118570 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1118615.125000 Penalty: 3237.540283
	Iteration 16Q: 3 clusters Score -1118615 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1118652.000000 Penalty: 3237.540283
	Iteration 17Q: 3 clusters Score -1118652 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1118676.500000 Penalty: 3237.540283
	Iteration 18Q: 3 clusters Score -1118676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1118698.250000 Penalty: 3237.540283
	Iteration 19Q: 3 clusters Score -1118698 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1118728.125000 Penalty: 3237.540283
	Iteration 20F: 3 clusters Score -1118728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1118753.000000 Penalty: 3237.540283
	Iteration 21Q: 3 clusters Score -1118753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1118777.375000 Penalty: 3237.540283
	Iteration 22Q: 3 clusters Score -1118777 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1118800.375000 Penalty: 3237.540283
	Iteration 23Q: 3 clusters Score -1118800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1118830.375000 Penalty: 3237.540283
	Iteration 24Q: 3 clusters Score -1118830 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1118854.000000 Penalty: 3237.540283
	Iteration 25Q: 3 clusters Score -1118854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1118885.000000 Penalty: 3237.540283
	Iteration 26Q: 3 clusters Score -1118885 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1118912.125000 Penalty: 3237.540283
	Iteration 27Q: 3 clusters Score -1118912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1118944.500000 Penalty: 3237.540283
	Iteration 28Q: 3 clusters Score -1118944 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1118977.000000 Penalty: 3237.540283
	Iteration 29Q: 3 clusters Score -1118977 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1119019.000000 Penalty: 3237.540283
	Iteration 30Q: 3 clusters Score -1119019 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1119064.625000 Penalty: 3237.540283
	Iteration 31Q: 3 clusters Score -1119065 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1119105.875000 Penalty: 3237.540283
	Iteration 32Q: 3 clusters Score -1119106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1119143.750000 Penalty: 3237.540283
	Iteration 33Q: 3 clusters Score -1119144 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1119182.500000 Penalty: 3237.540283
	Iteration 34Q: 3 clusters Score -1119182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1119223.500000 Penalty: 3237.540283
	Iteration 35Q: 3 clusters Score -1119224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1119266.750000 Penalty: 3237.540283
	Iteration 36Q: 3 clusters Score -1119267 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1119315.250000 Penalty: 3237.540283
	Iteration 37Q: 3 clusters Score -1119315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1119357.875000 Penalty: 3237.540283
	Iteration 38Q: 3 clusters Score -1119358 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1119402.250000 Penalty: 3237.540283
	Iteration 39Q: 3 clusters Score -1119402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1119441.500000 Penalty: 3237.540283
	Iteration 40F: 3 clusters Score -1119442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1119477.875000 Penalty: 3237.540283
	Iteration 41Q: 3 clusters Score -1119478 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1119520.125000 Penalty: 3237.540283
	Iteration 42Q: 3 clusters Score -1119520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1119564.000000 Penalty: 3237.540283
	Iteration 43Q: 3 clusters Score -1119564 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1119617.500000 Penalty: 3237.540283
	Iteration 44Q: 3 clusters Score -1119618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1119678.625000 Penalty: 3237.540283
	Iteration 45Q: 3 clusters Score -1119679 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1119739.125000 Penalty: 3237.540283
	Iteration 46Q: 3 clusters Score -1119739 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1119801.000000 Penalty: 3237.540283
	Iteration 47Q: 3 clusters Score -1119801 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1119857.875000 Penalty: 3237.540283
	Iteration 48Q: 3 clusters Score -1119858 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1119925.750000 Penalty: 3237.540283
	Iteration 49Q: 3 clusters Score -1119926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1119984.375000 Penalty: 3237.540283
	Iteration 50Q: 3 clusters Score -1119984 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1120046.375000 Penalty: 3237.540283
	Iteration 51Q: 3 clusters Score -1120046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1120104.875000 Penalty: 3237.540283
	Iteration 52Q: 3 clusters Score -1120105 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1120161.250000 Penalty: 3237.540283
	Iteration 53Q: 3 clusters Score -1120161 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1120209.625000 Penalty: 3237.540283
	Iteration 54Q: 3 clusters Score -1120210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1120260.625000 Penalty: 3237.540283
	Iteration 55Q: 3 clusters Score -1120261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1120298.125000 Penalty: 3237.540283
	Iteration 56Q: 3 clusters Score -1120298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1120329.250000 Penalty: 3237.540283
	Iteration 57Q: 3 clusters Score -1120329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1120363.125000 Penalty: 3237.540283
	Iteration 58Q: 3 clusters Score -1120363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1120392.875000 Penalty: 3237.540283
	Iteration 59Q: 3 clusters Score -1120393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1120430.750000 Penalty: 3237.540283
	Iteration 60F: 3 clusters Score -1120431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1120468.250000 Penalty: 3237.540283
	Iteration 61Q: 3 clusters Score -1120468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1120496.375000 Penalty: 3237.540283
	Iteration 62Q: 3 clusters Score -1120496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -1120522.375000 Penalty: 3237.540283
	Iteration 63Q: 3 clusters Score -1120522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1120546.625000 Penalty: 3237.540283
	Iteration 64Q: 3 clusters Score -1120547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1120576.625000 Penalty: 3237.540283
	Iteration 65Q: 3 clusters Score -1120577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -1120596.500000 Penalty: 3237.540283
	Iteration 66Q: 3 clusters Score -1120596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1120611.625000 Penalty: 3237.540283
	Iteration 67Q: 3 clusters Score -1120612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1120625.000000 Penalty: 3237.540283
	Iteration 68Q: 3 clusters Score -1120625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1120635.250000 Penalty: 3237.540283
	Iteration 69Q: 3 clusters Score -1120635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1120643.250000 Penalty: 3237.540283
	Iteration 70Q: 3 clusters Score -1120643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -1120657.375000 Penalty: 3237.540283
	Iteration 71Q: 3 clusters Score -1120657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1120675.250000 Penalty: 3237.540283
	Iteration 72Q: 3 clusters Score -1120675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1120691.375000 Penalty: 3237.540283
	Iteration 73Q: 3 clusters Score -1120691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -1120704.000000 Penalty: 3237.540283
	Iteration 74Q: 3 clusters Score -1120704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1120710.500000 Penalty: 3237.540283
	Iteration 75Q: 3 clusters Score -1120710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -1120717.750000 Penalty: 3237.540283
	Iteration 76Q: 3 clusters Score -1120718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1120728.250000 Penalty: 3237.540283
	Iteration 77Q: 3 clusters Score -1120728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1120733.000000 Penalty: 3237.540283
	Iteration 78Q: 3 clusters Score -1120733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1120740.125000 Penalty: 3237.540283
	Iteration 79Q: 3 clusters Score -1120740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1120750.875000 Penalty: 3237.540283
	Iteration 80F: 3 clusters Score -1120751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1120757.500000 Penalty: 3237.540283
	Iteration 81Q: 3 clusters Score -1120758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1120761.000000 Penalty: 3237.540283
	Iteration 82Q: 3 clusters Score -1120761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1120764.000000 Penalty: 3237.540283
	Iteration 83Q: 3 clusters Score -1120764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1120763.625000 Penalty: 3237.540283
	Iteration 84Q: 3 clusters Score -1120764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1120762.250000 Penalty: 3237.540283
	Iteration 85Q: 3 clusters Score -1120762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1120763.250000 Penalty: 3237.540283
	Iteration 86Q: 3 clusters Score -1120763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1120764.125000 Penalty: 3237.540283
	Iteration 87Q: 3 clusters Score -1120764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -1120764.500000 Penalty: 3237.540283
	Iteration 88Q: 3 clusters Score -1120764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1120764.375000 Penalty: 3237.540283
	Iteration 89Q: 3 clusters Score -1120764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1120764.875000 Penalty: 3237.540283
	Iteration 90Q: 3 clusters Score -1120765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1120765.625000 Penalty: 3237.540283
	Iteration 91Q: 3 clusters Score -1120766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1120765.625000 Penalty: 3237.540283
	Iteration 92F: 3 clusters Score -1120766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Entering Unmasked Estep 
Score: -437152.375000 Penalty: 1465.360840
	Iteration 0F: 2 clusters Score -437152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -431117.531250 Penalty: 2930.721680
	Iteration 0F: 3 clusters Score -431117.5 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -433097.968750 Penalty: 2930.721680
	Iteration 1F: 3 clusters Score -433098 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -433503.968750 Penalty: 2930.721680
	Iteration 2F: 3 clusters Score -433504 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -433884.562500 Penalty: 2930.721680
	Iteration 3F: 3 clusters Score -433884.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -434214.187500 Penalty: 2930.721680
	Iteration 4F: 3 clusters Score -434214.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -434510.218750 Penalty: 2930.721680
	Iteration 5F: 3 clusters Score -434510.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -434739.250000 Penalty: 2930.721680
	Iteration 6Q: 3 clusters Score -434739.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -434916.656250 Penalty: 2930.721680
	Iteration 7Q: 3 clusters Score -434916.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -435055.937500 Penalty: 2930.721680
	Iteration 8Q: 3 clusters Score -435055.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -435176.875000 Penalty: 2930.721680
	Iteration 9Q: 3 clusters Score -435176.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -435273.750000 Penalty: 2930.721680
	Iteration 10Q: 3 clusters Score -435273.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -435363.781250 Penalty: 2930.721680
	Iteration 11Q: 3 clusters Score -435363.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -435443.875000 Penalty: 2930.721680
	Iteration 12Q: 3 clusters Score -435443.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -435511.812500 Penalty: 2930.721680
	Iteration 13Q: 3 clusters Score -435511.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -435574.187500 Penalty: 2930.721680
	Iteration 14Q: 3 clusters Score -435574.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -435632.250000 Penalty: 2930.721680
	Iteration 15Q: 3 clusters Score -435632.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -435674.468750 Penalty: 2930.721680
	Iteration 16Q: 3 clusters Score -435674.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -435714.781250 Penalty: 2930.721680
	Iteration 17Q: 3 clusters Score -435714.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -435752.687500 Penalty: 2930.721680
	Iteration 18Q: 3 clusters Score -435752.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -435781.125000 Penalty: 2930.721680
	Iteration 19Q: 3 clusters Score -435781.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -435809.000000 Penalty: 2930.721680
	Iteration 20F: 3 clusters Score -435809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -435833.781250 Penalty: 2930.721680
	Iteration 21Q: 3 clusters Score -435833.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -435855.937500 Penalty: 2930.721680
	Iteration 22Q: 3 clusters Score -435855.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -435873.375000 Penalty: 2930.721680
	Iteration 23Q: 3 clusters Score -435873.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -435886.093750 Penalty: 2930.721680
	Iteration 24Q: 3 clusters Score -435886.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -435898.437500 Penalty: 2930.721680
	Iteration 25Q: 3 clusters Score -435898.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -435907.656250 Penalty: 2930.721680
	Iteration 26Q: 3 clusters Score -435907.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -435915.875000 Penalty: 2930.721680
	Iteration 27Q: 3 clusters Score -435915.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -435924.906250 Penalty: 2930.721680
	Iteration 28Q: 3 clusters Score -435924.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -435933.125000 Penalty: 2930.721680
	Iteration 29Q: 3 clusters Score -435933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -435939.375000 Penalty: 2930.721680
	Iteration 30Q: 3 clusters Score -435939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -435943.687500 Penalty: 2930.721680
	Iteration 31Q: 3 clusters Score -435943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -435948.593750 Penalty: 2930.721680
	Iteration 32Q: 3 clusters Score -435948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -435956.093750 Penalty: 2930.721680
	Iteration 33Q: 3 clusters Score -435956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -435959.437500 Penalty: 2930.721680
	Iteration 34Q: 3 clusters Score -435959.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -435969.187500 Penalty: 2930.721680
	Iteration 35Q: 3 clusters Score -435969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -435973.750000 Penalty: 2930.721680
	Iteration 36Q: 3 clusters Score -435973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -435977.875000 Penalty: 2930.721680
	Iteration 37Q: 3 clusters Score -435977.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -435983.125000 Penalty: 2930.721680
	Iteration 38Q: 3 clusters Score -435983.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -435989.562500 Penalty: 2930.721680
	Iteration 39Q: 3 clusters Score -435989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -435992.031250 Penalty: 2930.721680
	Iteration 40F: 3 clusters Score -435992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -435993.437500 Penalty: 2930.721680
	Iteration 41Q: 3 clusters Score -435993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -435997.156250 Penalty: 2930.721680
	Iteration 42Q: 3 clusters Score -435997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -435997.625000 Penalty: 2930.721680
	Iteration 43Q: 3 clusters Score -435997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -435999.281250 Penalty: 2930.721680
	Iteration 44Q: 3 clusters Score -435999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -435999.843750 Penalty: 2930.721680
	Iteration 45Q: 3 clusters Score -435999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -436000.250000 Penalty: 2930.721680
	Iteration 46Q: 3 clusters Score -436000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -436001.500000 Penalty: 2930.721680
	Iteration 47Q: 3 clusters Score -436001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -436003.437500 Penalty: 2930.721680
	Iteration 48Q: 3 clusters Score -436003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -436004.156250 Penalty: 2930.721680
	Iteration 49Q: 3 clusters Score -436004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -436005.437500 Penalty: 2930.721680
	Iteration 50Q: 3 clusters Score -436005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -436008.875000 Penalty: 2930.721680
	Iteration 51Q: 3 clusters Score -436008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -436009.781250 Penalty: 2930.721680
	Iteration 52Q: 3 clusters Score -436009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -436009.781250 Penalty: 2930.721680
	Iteration 53F: 3 clusters Score -436009.8 nChanged 0
--- Evaluating fit on full set of 1593789 points ---
Entering Unmasked Estep 
Score: -79255696.000000 Penalty: 39452.988281
25->18 Clusters: Score -79255696.000000, best is -79681304.000000

Main iterations: 0 (time per=infms)
Total iterations: 33350 (time per=158.388599ms)
Iterations metric 2: 991377031168.000000 (time per=5.328205ns)
Iterations metric 3: 23792858431488.000000 (time per=222.010305ps)

That took 5282.259766 seconds.
